Shuicheng Yan - RankMe

1103 papers A* 310A 23B 12C 3Misc 8Journal 637Unranked 101

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dual Latent Memory for Visual Multi-agent System. CoRR Xinlei Yu, Chengming Xu, Zhangquan Chen, Bo Yin, Cheng Yang, Yongbo He, Yihao Hu, Jiangning Zhang, Cheng Tan, Xiaobin Hu, Shuicheng Yan
2026	J	`jnl`	EvoRoute: Experience-Driven Self-Routing LLM Agent Systems. CoRR Guibin Zhang, Haiyang Yu, Kaiming Yang, Bingli Wu, Fei Huang, Yongbin Li, Shuicheng Yan
2026	J	`jnl`	Global Commander and Local Operative: A Dual-Agent Framework for Scene Navigation. CoRR Kaiming Jin, Yuefan Wu, Shengqiong Wu, Bobo Li, Shuicheng Yan, Tat-Seng Chua
2026	J	`jnl`	M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding. CoRR Juntao Jiang, Jiangning Zhang, Yali Bi, Jinsheng Bai, Weixuan Liu, Weiwei Jin, Zhucun Xue, Yong Liu, Xiaobin Hu, Shuicheng Yan
2026	J	`jnl`	MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation. Trans. Mach. Learn. Res. Longtao Zheng, Yifan Zhang, Hanzhong Guo, Jiachun Pan, Zhenxiong Tan, Jiahao Lu, Chuanxin Tang, Bo An, Shuicheng Yan
2026	J	`jnl`	MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome. CoRR Fangda Ye, Yuxin Hu, Pengxiang Zhu, Yibo Li, Ziqi Jin, Yao Xiao, Yibo Wang, Lei Wang, Zhen Zhang, Lu Wang, Yue Deng, Bin Wang, Yifan Zhang, Liangcai Su, Xinyu Wang, He Zhao, Chen Wei, Qiang Ren, Bryan Hooi, An Bo, Shuicheng Yan, Lidong Bing
2026	J	`jnl`	Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models. CoRR Xiaomin Yu, Yi Xin, Wenjie Zhang, Chonghan Liu, Hanzhen Zhao, Xiaoxing Hu, Xinlei Yu, Ziyue Qiao, Hao Tang, Xue Yang, Xiaobin Hu, Chengwei Qin, Hui Xiong, Yu Qiao, Shuicheng Yan
2026	J	`jnl`	Modeling Cross-vision Synergy for Unified Large Vision Model. CoRR Shengqiong Wu, Lanhu Wu, Mingyang Bao, Wenhao Xu, Hanwang Zhang, Shuicheng Yan, Hao Fei, Tat-Seng Chua
2026	J	`jnl`	OmniVTA: Visuo-Tactile World Modeling for Contact-Rich Robotic Manipulation. CoRR Yuhang Zheng, Songen Gu, Weize Li, Yupeng Zheng, Yujie Zang, Shuai Tian, Xiang Li, Ce Hao, Chen Gao, Si Liu, Haoran Li, Yilun Chen, Shuicheng Yan, Wenchao Ding
2026	A*	`conf`	PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification. AAAI Hao Yang, Qianyu Zhou, Haijia Sun, Xiangtai Li, Xuequan Lu, Lizhuang Ma, Shuicheng Yan
2026	J	`jnl`	SPIRAL: A Closed-Loop Framework for Self-Improving Action World Models via Reflective Planning Agents. CoRR Yu Yang, Yue Liao, Jianbiao Mei, Baisen Wang, Xuemeng Yang, Licheng Wen, Jiangning Zhang, Xiangtai Li, Hanlin Chen, Botian Shi, Yong Liu, Shuicheng Yan, Gim Hee Lee
2026	J	`jnl`	Slow-Fast Inference: Training-Free Inference Acceleration via Within-Sentence Support Stability. CoRR Xingyu Xie, Zhaochen Yu, Yue Liao, Tao Wang, Kim-Chuan Toh, Shuicheng Yan
2026	J	`jnl`	Stacked from One: Multi-Scale Self-Injection for Context Window Extension. CoRR Wei Han, Pan Zhou, Shuicheng Yan
2026	J	`jnl`	Synergizing Understanding and Generation with Interleaved Analyzing-Drafting Thinking. CoRR Shengqiong Wu, Bobo Li, Xinkai Wang, Xiangtai Li, Lei Cui, Furu Wei, Shuicheng Yan, Hao Fei, Tat-Seng Chua
2026	J	`jnl`	The Landscape of Agentic Reinforcement Learning for LLMs: A Survey. Trans. Mach. Learn. Res. Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai
2026	J	`jnl`	The Trinity of Consistency as a Defining Principle for General World Models. CoRR Jingxuan Wei, Siyuan Li, Yuhang Xu, Zheng Sun, Junjie Jiang, Hexuan Jin, Caijun Jia, Honghao He, Xinglong Xu, Xi Bai, Chang Yu, Yumou Liu, Junnan Zhu, Xuanhe Zhou, Jintao Chen, Xiaobin Hu, Shancheng Pang, Bihui Yu, Ran He, Zhen Lei, Stan Z. Li, Conghui He, Shuicheng Yan, Cheng Tan
2026	J	`jnl`	UniVST: A Unified Framework for Training-Free Localized Video Style Transfer. IEEE Trans. Pattern Anal. Mach. Intell. Quanjian Song, Mingbao Lin, Wengyi Zhan, Shuicheng Yan, Liujuan Cao, Rongrong Ji
2025	A*	`conf`	A ACM Multimedia Jinfan Liu, Zhangli Hu, Hanqi Chen, Ye Chen, Bingbing Ni, Shuicheng Yan
2025	J	`jnl`	A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. CoRR Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu
2025	J	`jnl`	AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems? CoRR Guibin Zhang, Junhao Wang, Junjie Chen, Wangchunshu Zhou, Kun Wang, Shuicheng Yan
2025	A*	`conf`	AgentStudio: A Toolkit for Building General Virtual Agents. ICLR Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng Yan
2025	J	`jnl`	Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation. CoRR Shengqiong Wu, Weicai Ye, Jiahao Wang, Quande Liu, Xintao Wang, Pengfei Wan, Di Zhang, Kun Gai, Shuicheng Yan, Hao Fei, Tat-Seng Chua
2025	A*	`conf`	Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models. EMNLP Zhifei Xie, Mingbao Lin, Zihang Liu, Pengcheng Wu, Shuicheng Yan, Chunyan Miao
2025	J	`jnl`	Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models. CoRR Zhifei Xie, Mingbao Lin, Zihang Liu, Pengcheng Wu, Shuicheng Yan, Chunyan Miao
2025	J	`jnl`	Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation. CoRR Gang Dai, Yifan Zhang, Yutao Qin, Qiangya Guo, Shuangping Huang, Shuicheng Yan
2025	J	`jnl`	Boosting Reasoning in Large Multimodal Models via Activation Replay. CoRR Yun Xing, Xiaobin Hu, Qingdong He, Jiangning Zhang, Shuicheng Yan, Shijian Lu, Yu-Gang Jiang
2025	A*	`conf`	Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning. AAAI Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua
2025	J	`jnl`	Correction: Instant3D: Instant Text-to-3D Generation. Int. J. Comput. Vis. Ming Li, Pan Zhou, Jia-Wei Liu, Jussi Keppo, Min Lin, Shuicheng Yan, Xiangyu Xu
2025	A*	`conf`	Cradle: Empowering Foundation Agents towards General Computer Control. ICML Weihao Tan, Wentao Zhang, Xinrun Xu, Haochong Xia, Ziluo Ding, Boyu Li, Bohan Zhou, Junpeng Yue, Jiechuan Jiang, Yewen Li, Ruyi An, Molei Qin, Chuqiao Zong, Longtao Zheng, Yujie Wu, Xiaoqiang Chai, Yifei Bi, Tianbao Xie, Pengjie Gu, Xiyun Li, Ceyao Zhang, Long Tian, Chaojie Wang, Xinrun Wang, Börje F. Karlsson, Bo An, Shuicheng Yan, Zongqing Lu
2025	J	`jnl`	Decoupled Prioritized Resampling for Offline RL. IEEE Trans. Neural Networks Learn. Syst. Yang Yue, Bingyi Kang, Xiao Ma, Qisen Yang, Gao Huang, Shiji Song, Shuicheng Yan
2025	J	`jnl`	Demystifying Reinforcement Learning in Agentic Reasoning. CoRR Zhaochen Yu, Ling Yang, Jiaru Zou, Shuicheng Yan, Mengdi Wang
2025	A*	`conf`	EasyInv: Toward Fast and Better DDIM Inversion. ICML Ziyue Zhang, Mingbao Lin, Shuicheng Yan, Rongrong Ji
2025	J	`jnl`	Edge PoolFormer: Modeling and Training of PoolFormer Network on RRAM Crossbar for Edge-AI Applications. IEEE Trans. Very Large Scale Integr. Syst. Tiancheng Cao, Weihao Yu, Yuan Gao, Chen Liu, Tantan Zhang, Shuicheng Yan, Wang Ling Goh
2025	A*	`conf`	EditWorld: Simulating World Dynamics for Instruction-Following Image Editing. ACM Multimedia Bohan Zeng, Ling Yang, Jiaming Liu, Minghao Xu, Yuanxing Zhang, Pengfei Wan, Wentao Zhang, Shuicheng Yan
2025	A*	`conf`	Explore In-Context Segmentation via Latent Diffusion Models. AAAI Chaoyang Wang, Xiangtai Li, Henghui Ding, Lu Qi, Jiangning Zhang, Yunhai Tong, Chen Change Loy, Shuicheng Yan
2025	J	`jnl`	FeRA: Frequency-Energy Constrained Routing for Effective Diffusion Adaptation Fine-Tuning. CoRR Bo Yin, Xiaobin Hu, Xingyu Zhou, Peng-Tao Jiang, Yue Liao, Junwei Zhu, Jiangning Zhang, Ying Tai, Chengjie Wang, Shuicheng Yan
2025	A*	`conf`	From Outline to Detail: An Hierarchical End-to-end Framework for Coherent and Consistent Visual Novel Generation and Assembly. ACM Multimedia Yilin Zhang, Yanyan Wei, Zhao Zhang, Jicong Fan, Haijun Zhang, Shuicheng Yan
2025	J	`jnl`	G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems. CoRR Guibin Zhang, Muxin Fu, Guancheng Wan, Miao Yu, Kun Wang, Shuicheng Yan
2025	J	`jnl`	Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation. CoRR Yue Liao, Pengfei Zhou, Siyuan Huang, Donglin Yang, Shengcong Chen, Yuxin Jiang, Hu Yue, Jingbin Cai, Si Liu, Jianlan Luo, Liliang Chen, Shuicheng Yan, Maoqing Yao, Guanghui Ren
2025	J	`jnl`	Guiding VLM Agents with Process Rewards at Inference Time for GUI Navigation. CoRR Zhiyuan Hu, Shiyun Xiong, Yifan Zhang, See-Kiong Ng, Anh Tuan Luu, Bo An, Shuicheng Yan, Bryan Hooi
2025	J	`jnl`	Hierarchical Banzhaf Interaction for General Video-Language Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. Peng Jin, Hao Li, Li Yuan, Shuicheng Yan, Jie Chen
2025	J	`jnl`	Human-MME: A Holistic Evaluation Benchmark for Human-Centric Multimodal Large Language Models. CoRR Yuansen Liu, Haiming Tang, Jinlong Peng, Jiangning Zhang, Xiaozhong Ji, Qingdong He, Donghao Luo, Zhenye Gan, Junwei Zhu, Yunhang Shen, Chaoyou Fu, Chengjie Wang, Xiaobin Hu, Shuicheng Yan
2025	A*	`conf`	IPDreamer: Appearance-Controllable 3D Object Generation with Complex Image Prompts. ICLR Bohan Zeng, Shanglin Li, Yutang Feng, Ling Yang, Juan Zhang, Hong Li, Jiaming Liu, Conghui He, Wentao Zhang, Jianzhuang Liu, Baochang Zhang, Shuicheng Yan
2025	J	`jnl`	IRPO: Boosting Image Restoration via Post-training GRPO. CoRR Haoxuan Xu, Yi Liu, Boyuan Jiang, Jinlong Peng, Donghao Luo, Xiaobin Hu, Shuicheng Yan, Haoang Li
2025	J	`jnl`	IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment. CoRR Yinan Chen, Jiangning Zhang, Teng Hu, Yuxiang Zeng, Zhucun Xue, Qingdong He, Chengjie Wang, Yong Liu, Xiaobin Hu, Shuicheng Yan
2025	J	`jnl`	Individual/joint deblurring and low-light image enhancement in one go via unsupervised deblurring paradigm. Sci. China Inf. Sci. Suiyi Zhao, Zhao Zhang, Yanyan Wei, Jicong Fan, Yang Zhao, Shuicheng Yan, Meng Wang
2025	J	`jnl`	JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent. CoRR Yunlong Lin, Zixu Lin, Kunjie Lin, Jinbin Bai, Panwang Pan, Chenxin Li, Haoyu Chen, Zhongdao Wang, Xinghao Ding, Wenbo Li, Shuicheng Yan
2025	J	`jnl`	JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation. CoRR Kai Liu, Jungang Li, Yuchong Sun, Shengqiong Wu, Jianzhang Gao, Daoan Zhang, Wei Zhang, Sheng Jin, Sicheng Yu, Geng Zhan, Jiayi Ji, Fan Zhou, Liang Zheng, Shuicheng Yan, Hao Fei, Tat-Seng Chua
2025	J	`jnl`	LatentEvolve: Self-Evolving Test-Time Scaling in Latent Space. CoRR Guibin Zhang, Fanci Meng, Guancheng Wan, Zherui Li, Kun Wang, Zhenfei Yin, Lei Bai, Shuicheng Yan
2025	J	`jnl`	Learning to Synthesize Compatible Fashion Items Using Semantic Alignment and Collocation Classification: An Outfit Generation Framework. CoRR Dongliang Zhou, Haijun Zhang, Kai Yang, Linlin Liu, Han Yan, Xiaofei Xu, Zhao Zhang, Shuicheng Yan
2025	J	`jnl`	MC#: Mixture Compressor for Mixture-of-Experts Large Models. CoRR Wei Huang, Yue Liao, Yukang Chen, JianHui Liu, Haoru Tan, Si Liu, Shiming Zhang, Shuicheng Yan, Xiaojuan Qi
2025	—	`conf`	Masks Can be Learned as an Alternative to Experts. ACL (1) Peiyu Liu, Tianwen Wei, Bo Zhu, Xin Zhao, Shuicheng Yan
2025	A*	`conf`	Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis. ICLR Jinbin Bai, Tian Ye, Wei Chow, Enxin Song, Qing-Guo Chen, Xiangtai Li, Zhen Dong, Lei Zhu, Shuicheng Yan
2025	J	`jnl`	MemEvolve: Meta-Evolution of Agent Memory Systems. CoRR Guibin Zhang, Haotian Ren, Chong Zhan, Zhenhong Zhou, Junhao Wang, He Zhu, Wangchunshu Zhou, Shuicheng Yan
2025	J	`jnl`	MemGen: Weaving Generative Latent Memory for Self-Evolving Agents. CoRR Guibin Zhang, Muxin Fu, Shuicheng Yan
2025	J	`jnl`	Memory in the Age of AI Agents. CoRR Yuyang Hu, Shichun Liu, Yanwei Yue, Guibin Zhang, Boyang Liu, Fangyi Zhu, Jiahang Lin, Honglin Guo, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiejun Tan, Yanbin Yin, Jiongnan Liu, Zeyu Zhang, Zhongxiang Sun, Yutao Zhu, Hao Sun, Boci Peng, Zhenrong Cheng, Xuanbo Fan, Jiaxin Guo, Xinlei Yu, Zhenhong Zhou, Zewen Hu, Jiahao Huo, Junhao Wang, Yuwei Niu, Yu Wang, Zhenfei Yin, Xiaobin Hu, Yue Liao, Qiankun Li, Kun Wang, Wangchunshu Zhou, Yixin Liu, Dawei Cheng, Qi Zhang, Tao Gui, Shirui Pan, Yan Zhang, Philip Torr, Zhicheng Dou, Ji-Rong Wen, Xuanjing Huang, Yu-Gang Jiang, Shuicheng Yan
2025	J	`jnl`	Mini-Omni-Reasoner: Token-Level Thinking-in-Speaking in Large Speech Models. CoRR Zhifei Xie, Ziyang Ma, Zihang Liu, Kaiyu Pang, Hongyu Li, Jialin Zhang, Yue Liao, Deheng Ye, Chunyan Miao, Shuicheng Yan
2025	A*	`conf`	MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts. ICLR Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan
2025	A*	`conf`	MoH: Multi-Head Attention as Mixture-of-Head Attention. ICML Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan
2025	J	`jnl`	Muddit: Liberating Generation Beyond Text-to-Image with a Unified Discrete Diffusion Model. CoRR Qingyu Shi, Jinbin Bai, Zhuoran Zhao, Wenhao Chai, Kaidong Yu, Jianzong Wu, Shuangyong Song, Yunhai Tong, Xiangtai Li, Xuelong Li, Shuicheng Yan
2025	J	`jnl`	Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey. CoRR Yaoting Wang, Shengqiong Wu, Yuecheng Zhang, Shuicheng Yan, Ziwei Liu, Jiebo Luo, Hao Fei
2025	J	`jnl`	Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance. CoRR Yuchu Jiang, Jian Zhao, Yuchen Yuan, Tianle Zhang, Yao Huang, Yanghao Zhang, Yan Wang, Yanshu Li, Xizhong Guo, Yusheng Zhao, Jun Zhang, Zhi Zhang, Xiaojian Lin, Yixiu Zou, Haoxuan Ma, Yuhu Shang, Yuzhi Hu, Keshu Cai, Ruochen Zhang, Boyuan Chen, Yilan Gao, Ziheng Jiao, Yi Qin, Shuangjun Du, Xiao Tong, Zhekun Liu, Yu Chen, Xuankun Rong, Rui Wang, Yejie Zheng, Zhaoxin Fan, Murat Sensoy, Hongyuan Zhang, Pan Zhou, Lei Jin, Hao Zhao, Xu Yang, Jiaojiao Zhao, Jianshu Li, Joey Tianyi Zhou, Zhi-Qi Cheng, Longtao Huang, Zhiyi Liu, Zheng Zhu, Jianan Li, Gang Wang, Qi Li, Xu-Yao Zhang, Yaodong Yang, Mang Ye, Wenqi Ren, Zhaofeng He, Hang Su, Rongrong Ni, Liping Jing, Xingxing Wei, Junliang Xing, Massimo Alioto, Shengmei Shen, Petia Radeva, Dacheng Tao, Ya-Qin Zhang, Shuicheng Yan, Chi Zhang, Zhongjiang He, Xuelong Li
2025	J	`jnl`	Noise Self-Regression: A New Learning Paradigm to Enhance Low-Light Images Without Task-Related Data. IEEE Trans. Pattern Anal. Mach. Intell. Zhao Zhang, Suiyi Zhao, Xiaojie Jin, Mingliang Xu, Yi Yang, Shuicheng Yan, Meng Wang
2025	A*	`conf`	On Path to Multimodal Generalist: General-Level and General-Bench. ICML Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Weiming Wu, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang
2025	J	`jnl`	On Path to Multimodal Generalist: General-Level and General-Bench. CoRR Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Weiming Wu, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang
2025	A*	`conf`	Pask: Providing Answer before AsKing toward Proactive AI agent. ACM Multimedia Zhifei Xie, Hu Zongzheng, Guibin Zhang, Jialin Zhang, Yue Liao, Chunyan Miao, Shuicheng Yan
2025	J	`jnl`	Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs. CoRR Yongyi Su, Haojie Zhang, Shijie Li, Nanqing Liu, Jingyi Liao, Junyi Pan, Yuan Liu, Xiaofen Xing, Chong Sun, Chen Li, Nancy F. Chen, Shuicheng Yan, XuLei Yang, Xun Xu
2025	A*	`conf`	Point Cloud Mamba: Point Cloud Learning via State Space Model. AAAI Tao Zhang, Haobo Yuan, Lu Qi, Jiangning Zhang, Qianyu Zhou, Shunping Ji, Shuicheng Yan, Xiangtai Li
2025	A*	`conf`	PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model. AAAI Hao Yang, Qianyu Zhou, Haijia Sun, Xiangtai Li, Fengqi Liu, Xuequan Lu, Lizhuang Ma, Shuicheng Yan
2025	J	`jnl`	PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification. CoRR Hao Yang, Qianyu Zhou, Haijia Sun, Xiangtai Li, Xuequan Lu, Lizhuang Ma, Shuicheng Yan
2025	A*	`conf`	Poison-splat: Computation Cost Attack on 3D Gaussian Splatting. ICLR Jiahao Lu, Yifan Zhang, Qiuhong Shen, Xinchao Wang, Shuicheng Yan
2025	A*	`conf`	Policy Optimization under Imperfect Human Interactions with Agent-Gated Shared Autonomy. ICLR Zhenghai Xue, Bo An, Shuicheng Yan
2025	A*	`conf`	Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning. ICML Zhenghai Xue, Lang Feng, Jiacheng Xu, Kang Kang, Xiang Wen, Bo An, Shuicheng Yan
2025	J	`jnl`	Policy Regularization on Globally Accessible States in Cross-Dynamics Reinforcement Learning. CoRR Zhenghai Xue, Lang Feng, Jiacheng Xu, Kang Kang, Xiang Wen, Bo An, Shuicheng Yan
2025	—	`conf`	Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model. 3DV Kuan-Chih Huang, Xiangtai Li, Lu Qi, Shuicheng Yan, Ming-Hsuan Yang
2025	J	`jnl`	Reinforcement Learning Tuning for VideoLLMs: Reward Design and Data Efficiency. CoRR Hongyu Li, Songhao Han, Yue Liao, Junfeng Luo, Jialin Gao, Shuicheng Yan, Si Liu
2025	—	`conf`	Removing Prompt-template Bias in Reinforcement Learning from Human Feedback. ACL (Findings) Chaojie Wang, Haonan Shi, Long Tian, Bo An, Shuicheng Yan
2025	J	`jnl`	RoboCerebra: A Large-scale Benchmark for Long-horizon Robotic Manipulation Evaluation. CoRR Songhao Han, Boxiang Qiu, Yue Liao, Siyuan Huang, Chen Gao, Shuicheng Yan, Si Liu
2025	J	`jnl`	SAIL-RL: Guiding MLLMs in When and How to Think via Dual-Reward RL Tuning. CoRR Fangxun Shu, Yongjie Ye, Yue Liao, Zijian Kang, Weijie Yin, Jiacong Wang, Xiao Liang, Shuicheng Yan, Chao Feng
2025	J	`jnl`	SAIL-VL2 Technical Report. CoRR Weijie Yin, Yongjie Ye, Fangxun Shu, Yue Liao, Zijian Kang, Hongyuan Dong, Haiyang Yu, Dingkang Yang, Jiacong Wang, Han Wang, Wenzhuo Liu, Xiao Liang, Shuicheng Yan, Chao Feng
2025	J	`jnl`	Seeing World Dynamics in a Nutshell. CoRR Qiuhong Shen, Xuanyu Yi, Mingbao Lin, Hanwang Zhang, Shuicheng Yan, Xinchao Wang
2025	J	`jnl`	SelectQ: Calibration Data Selection for Post-training Quantization. Mach. Intell. Res. Zhao Zhang, Yangcheng Gao, Jicong Fan, Zhongqiu Zhao, Yi Yang, Shuicheng Yan
2025	A*	`conf`	SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction. ICLR Ling Yang, Zhaochen Yu, Tianjun Zhang, Minkai Xu, Joseph E. Gonzalez, Bin Cui, Shuicheng Yan
2025	J	`jnl`	The Landscape of Agentic Reinforcement Learning for LLMs: A Survey. CoRR Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhongzhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Michael Littman, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai
2025	J	`jnl`	TokenAR: Multiple Subject Generation via Autoregressive Token-level enhancement. CoRR Haiyue Sun, Qingdong He, Jinlong Peng, Peng Tang, Jiangning Zhang, Junwei Zhu, Xiaobin Hu, Shuicheng Yan
2025	A*	`conf`	Towards Semantic Equivalence of Tokenization in Multimodal LLM. ICLR Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan
2025	J	`jnl`	VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents. CoRR Tri Cao, Bennett Lim, Yue Liu, Yuan Sui, Yuexin Li, Shumin Deng, Lin Lu, Nay Oo, Shuicheng Yan, Bryan Hooi
2025	J	`jnl`	VisMem: Latent Vision Memory Unlocks Potential of Vision-Language Models. CoRR Xinlei Yu, Chengming Xu, Guibin Zhang, Zhangquan Chen, Yudong Zhang, Yongbo He, Peng-Tao Jiang, Jiangning Zhang, Xiaobin Hu, Shuicheng Yan
2025	J	`jnl`	Visual Document Understanding and Question Answering: A Multi-Agent Collaboration Framework with Test-Time Scaling. CoRR Xinlei Yu, Zhangquan Chen, Yudong Zhang, Shilin Lu, Ruolin Shen, Jiangning Zhang, Xiaobin Hu, Yanwei Fu, Shuicheng Yan
2025	J	`jnl`	Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow. CoRR Xinlei Yu, Chengming Xu, Guibin Zhang, Yongbo He, Zhangquan Chen, Zhucun Xue, Jiangning Zhang, Yue Liao, Xiaobin Hu, Yu-Gang Jiang, Shuicheng Yan
2025	J	`jnl`	WideRange4D: Enabling High-Quality 4D Reconstruction with Wide-Range Movements and Scenes. CoRR Ling Yang, Kaixin Zhu, Juanxi Tian, Bohan Zeng, Mingbao Lin, Hongjuan Pei, Wentao Zhang, Shuicheng Yan
2024	A*	`conf`	Action Imitation in Common Action Space for Customized Action Image Synthesis. NeurIPS Wang Lin, Jingyuan Chen, Jiaxin Shi, Zirun Guo, Yichen Zhu, Zehan Wang, Tao Jin, Zhou Zhao, Fei Wu, Shuicheng Yan, Hanwang Zhang
2024	J	`jnl`	Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models. IEEE Trans. Pattern Anal. Mach. Intell. Xingyu Xie, Pan Zhou, Huan Li, Zhouchen Lin, Shuicheng Yan
2024	J	`jnl`	AgentStudio: A Toolkit for Building General Virtual Agents. CoRR Longtao Zheng, Zhiyuan Huang, Zhenghai Xue, Xinrun Wang, Bo An, Shuicheng Yan
2024	J	`jnl`	Arbitrary Virtual Try-on Network: Characteristics Preservation and Tradeoff between Body and Clothing. ACM Trans. Multim. Comput. Commun. Appl. Yu Liu, Mingbo Zhao, Zhao Zhang, Yuping Liu, Shuicheng Yan
2024	A*	`conf`	Auto-Encoding Morph-Tokens for Multimodal LLM. ICML Kaihang Pan, Siliang Tang, Juncheng Li, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang
2024	J	`jnl`	Auto-Encoding Morph-Tokens for Multimodal LLM. CoRR Kaihang Pan, Siliang Tang, Juncheng Li, Zhaoyu Fan, Wei Chow, Shuicheng Yan, Tat-Seng Chua, Yueting Zhuang, Hanwang Zhang
2024	A*	`conf`	Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models. NeurIPS Jiahao Ying, Yixin Cao, Yushi Bai, Qianru Sun, Bo Wang, Wei Tang, Zhaojun Ding, Yizhe Yang, Xuanjing Huang, Shuicheng Yan
2024	—	`conf`	BAFFLE: A Baseline of Backpropagation-Free Federated Learning. ECCV (75) Haozhe Feng, Tianyu Pang, Chao Du, Wei Chen, Shuicheng Yan, Min Lin
2024	J	`jnl`	Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning. CoRR Shengqiong Wu, Hao Fei, Liangming Pan, William Yang Wang, Shuicheng Yan, Tat-Seng Chua
2024	A*	`conf`	DGMamba: Domain Generalization via Generalized State Space Model. ACM Multimedia Shaocong Long, Qianyu Zhou, Xiangtai Li, Xuequan Lu, Chenhao Ying, Yuan Luo, Lizhuang Ma, Shuicheng Yan
2024	J	`jnl`	DGMamba: Domain Generalization via Generalized State Space Model. CoRR Shaocong Long, Qianyu Zhou, Xiangtai Li, Xuequan Lu, Chenhao Ying, Yuan Luo, Lizhuang Ma, Shuicheng Yan
2024	J	`jnl`	DVIS-DAQ: Improving Video Segmentation via Dynamic Anchor Queries. CoRR Yikang Zhou, Tao Zhang, Shunping Ji, Shuicheng Yan, Xiangtai Li
2024	J	`jnl`	Data Augmentation in Human-Centric Vision. CoRR Wentao Jiang, Yige Zhang, Shaozhong Zheng, Si Liu, Shuicheng Yan
2024	J	`jnl`	DiffusionTrend: A Minimalist Approach to Virtual Fashion Try-On. CoRR Wengyi Zhan, Mingbao Lin, Shuicheng Yan, Rongrong Ji
2024	J	`jnl`	EasyInv: Toward Fast and Better DDIM Inversion. CoRR Ziyue Zhang, Mingbao Lin, Shuicheng Yan, Rongrong Ji
2024	J	`jnl`	EditWorld: Simulating World Dynamics for Instruction-Following Image Editing. CoRR Ling Yang, Bohan Zeng, Jiaming Liu, Hong Li, Minghao Xu, Wentao Zhang, Shuicheng Yan
2024	J	`jnl`	Enhancing Video-Language Representations With Structural Spatio-Temporal Alignment. IEEE Trans. Pattern Anal. Mach. Intell. Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua, Shuicheng Yan
2024	J	`jnl`	Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment. CoRR Hao Fei, Shengqiong Wu, Meishan Zhang, Min Zhang, Tat-Seng Chua, Shuicheng Yan
2024	J	`jnl`	Enhancing Visual Grounding in Vision-Language Pre-Training With Position-Guided Text Prompts. IEEE Trans. Pattern Anal. Mach. Intell. Alex Jinpeng Wang, Pan Zhou, Mike Zheng Shou, Shuicheng Yan
2024	J	`jnl`	Explore In-Context Segmentation via Latent Diffusion Models. CoRR Chaoyang Wang, Xiangtai Li, Henghui Ding, Lu Qi, Jiangning Zhang, Yunhai Tong, Chen Change Loy, Shuicheng Yan
2024	J	`jnl`	FRC-Net: A Simple Yet Effective Architecture for Low-Light Image Enhancement. IEEE Trans. Consumer Electron. Zhao Zhang, Huan Zheng, Richang Hong, Jicong Fan, Yi Yang, Shuicheng Yan
2024	A*	`conf`	From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning and Beyond. ACM Multimedia Hao Fei, Xiangtai Li, Haotian Liu, Fuxiao Liu, Zhuosheng Zhang, Hanwang Zhang, Shuicheng Yan
2024	J	`jnl`	Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction. CoRR Qiuhong Shen, Xuanyu Yi, Zike Wu, Pan Zhou, Hanwang Zhang, Shuicheng Yan, Xinchao Wang
2024	A*	`conf`	Generative AI in Multimedia: Challenges and Opportunities for Academic and Industrial Impact. ACM Multimedia Zi Helen Huang, Phoebe Chen, Shuicheng Yan
2024	J	`jnl`	Have Seen Me Before? Automating Dataset Updates Towards Reliable and Timely Evaluation. CoRR Jiahao Ying, Yixin Cao, Bo Wang, Wei Tang, Yizhe Yang, Shuicheng Yan
2024	J	`jnl`	Hierarchical Banzhaf Interaction for General Video-Language Representation Learning. CoRR Peng Jin, Hao Li, Li Yuan, Shuicheng Yan, Jie Chen
2024	J	`jnl`	HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing. CoRR Jinbin Bai, Wei Chow, Ling Yang, Xiangtai Li, Juncheng Li, Hanwang Zhang, Shuicheng Yan
2024	—	`conf`	Improving Video Segmentation via Dynamic Anchor Queries. ECCV (50) Yikang Zhou, Tao Zhang, Shunping Ji, Shuicheng Yan, Xiangtai Li
2024	A*	`conf`	InceptionNeXt: When Inception Meets ConvNeXt. CVPR Weihao Yu, Pan Zhou, Shuicheng Yan, Xinchao Wang
2024	J	`jnl`	Instant3D: Instant Text-to-3D Generation. Int. J. Comput. Vis. Ming Li, Pan Zhou, Jia-Wei Liu, Jussi Keppo, Min Lin, Shuicheng Yan, Xiangyu Xu
2024	—	`conf`	LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement. EMNLP (Findings) Jiahao Ying, Mingbao Lin, Yixin Cao, Wei Tang, Bo Wang, Qianru Sun, Xuanjing Huang, Shuicheng Yan
2024	J	`jnl`	LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement. CoRR Jiahao Ying, Mingbao Lin, Yixin Cao, Wei Tang, Bo Wang, Qianru Sun, Xuanjing Huang, Shuicheng Yan
2024	J	`jnl`	Learning to Optimize for Reinforcement Learning. RLJ Qingfeng Lan, A. Rupam Mahmood, Shuicheng Yan, Zhongwen Xu
2024	J	`jnl`	Learning to Synthesize Compatible Fashion Items Using Semantic Alignment and Collocation Classification: An Outfit Generation Framework. IEEE Trans. Neural Networks Learn. Syst. Dongliang Zhou, Haijun Zhang, Kai Yang, Linlin Liu, Han Yan, Xiaofei Xu, Zhao Zhang, Shuicheng Yan
2024	J	`jnl`	LongSkywork: A Training Recipe for Efficiently Extending Context Length in Large Language Models. CoRR Liang Zhao, Tianwen Wei, Liang Zeng, Cheng Cheng, Liu Yang, Peng Cheng, Lijie Wang, Chenxia Li, Xuejie Wu, Bo Zhu, Yimeng Gan, Rui Hu, Shuicheng Yan, Han Fang, Yahui Zhou
2024	J	`jnl`	MEGA: Memory-Efficient 4D Gaussian Splatting for Dynamic Scenes. CoRR Xinjie Zhang, Zhening Liu, Yifan Zhang, Xingtong Ge, Dailan He, Tongda Xu, Yan Wang, Zehong Lin, Shuicheng Yan, Jun Zhang
2024	J	`jnl`	MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation. CoRR Longtao Zheng, Yifan Zhang, Hanzhong Guo, Jiachun Pan, Zhenxiong Tan, Jiahao Lu, Chuanxin Tang, Bo An, Shuicheng Yan
2024	A*	`conf`	MVGamba: Unify 3D Content Generation as State Space Sequence Modeling. NeurIPS Xuanyu Yi, Zike Wu, Qiuhong Shen, Qingshan Xu, Pan Zhou, Joo-Hwee Lim, Shuicheng Yan, Xinchao Wang, Hanwang Zhang
2024	J	`jnl`	MVGamba: Unify 3D Content Generation as State Space Sequence Modeling. CoRR Xuanyu Yi, Zike Wu, Qiuhong Shen, Qingshan Xu, Pan Zhou, Joo-Hwee Lim, Shuicheng Yan, Xinchao Wang, Hanwang Zhang
2024	J	`jnl`	Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model. CoRR Haobo Yuan, Xiangtai Li, Lu Qi, Tao Zhang, Ming-Hsuan Yang, Shuicheng Yan, Chen Change Loy
2024	J	`jnl`	Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis. CoRR Jinbin Bai, Tian Ye, Wei Chow, Enxin Song, Qing-Guo Chen, Xiangtai Li, Zhen Dong, Lei Zhu, Shuicheng Yan
2024	J	`jnl`	MetaFormer Baselines for Vision. IEEE Trans. Pattern Anal. Mach. Intell. Weihao Yu, Chenyang Si, Pan Zhou, Mi Luo, Yichen Zhou, Jiashi Feng, Shuicheng Yan, Xinchao Wang
2024	J	`jnl`	MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts. CoRR Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan
2024	J	`jnl`	MoH: Multi-Head Attention as Mixture-of-Head Attention. CoRR Peng Jin, Bo Zhu, Li Yuan, Shuicheng Yan
2024	J	`jnl`	Multi-Agent Sampling: Scaling Inference Compute for Data Synthesis with Tree Search-Based Agentic Collaboration. CoRR Hai Ye, Mingbao Lin, Hwee Tou Ng, Shuicheng Yan
2024	A*	`conf`	Non-confusing Generation of Customized Concepts in Diffusion Models. ICML Wang Lin, Jingyuan Chen, Jiaxin Shi, Yichen Zhu, Chen Liang, Junzhong Miao, Tao Jin, Zhou Zhao, Fei Wu, Shuicheng Yan, Hanwang Zhang
2024	J	`jnl`	Non-confusing Generation of Customized Concepts in Diffusion Models. CoRR Wang Lin, Jingyuan Chen, Jiaxin Shi, Yichen Zhu, Chen Liang, Junzhong Miao, Tao Jin, Zhou Zhao, Fei Wu, Shuicheng Yan, Hanwang Zhang
2024	A*	`conf`	OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding. NeurIPS Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, Shunping Ji, Chen Change Loy, Shuicheng Yan
2024	J	`jnl`	OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding. CoRR Tao Zhang, Xiangtai Li, Hao Fei, Haobo Yuan, Shengqiong Wu, Shunping Ji, Chen Change Loy, Shuicheng Yan
2024	J	`jnl`	On the Equivalence of Linear Discriminant Analysis and Least Squares Regression. IEEE Trans. Neural Networks Learn. Syst. Feiping Nie, Hong Chen, Shiming Xiang, Changshui Zhang, Shuicheng Yan, Xuelong Li
2024	J	`jnl`	Optimization Hyper-parameter Laws for Large Language Models. CoRR Xingyu Xie, Kuangyu Ding, Shuicheng Yan, Kim-Chuan Toh, Tianwen Wei
2024	J	`jnl`	Point Cloud Mamba: Point Cloud Learning via State Space Model. CoRR Tao Zhang, Xiangtai Li, Haobo Yuan, Shunping Ji, Shuicheng Yan
2024	J	`jnl`	PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model. CoRR Hao Yang, Qianyu Zhou, Haijia Sun, Xiangtai Li, Fengqi Liu, Xuequan Lu, Lizhuang Ma, Shuicheng Yan
2024	J	`jnl`	Poison-splat: Computation Cost Attack on 3D Gaussian Splatting. CoRR Jiahao Lu, Yifan Zhang, Qiuhong Shen, Xinchao Wang, Shuicheng Yan
2024	J	`jnl`	Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning. CoRR Chaojie Wang, Yanchen Deng, Zhiyi Lv, Zeng Liang, Jujie He, Shuicheng Yan, Bo An
2024	J	`jnl`	Reason3D: Searching and Reasoning 3D Segmentation via Large Language Model. CoRR Kuan-Chih Huang, Xiangtai Li, Lu Qi, Shuicheng Yan, Ming-Hsuan Yang
2024	—	`conf`	Region-Native Visual Tokenization. ECCV (74) Meng Wang, Yuyao Huang, Henghui Ding, Xinlong Wang, Tiejun Huang, Yao Zhao, Yunchao Wei, Shuicheng Yan
2024	A*	`conf`	Reinforcement Learning from Diverse Human Preferences. IJCAI Wanqi Xue, Bo An, Shuicheng Yan, Zhongwen Xu
2024	J	`jnl`	Rethinking the Person Localization for Single-Stage Multi-Person Pose Estimation. IEEE Trans. Multim. Lei Jin, Xiaojuan Wang, Xuecheng Nie, Wendong Wang, Yandong Guo, Shuicheng Yan, Jian Zhao
2024	J	`jnl`	SDMuse: Stochastic Differential Music Editing and Generation via Hybrid Representation. IEEE Trans. Multim. Chen Zhang, Yi Ren, Kejun Zhang, Shuicheng Yan
2024	J	`jnl`	SMPLer: Taming Transformers for Monocular 3D Human Shape and Pose Estimation. CoRR Xiangyu Xu, Lijuan Liu, Shuicheng Yan
2024	J	`jnl`	SMPLer: Taming Transformers for Monocular 3D Human Shape and Pose Estimation. IEEE Trans. Pattern Anal. Mach. Intell. Xiangyu Xu, Lijuan Liu, Shuicheng Yan
2024	J	`jnl`	See the Unseen: Better Context-Consistent Knowledge-Editing by Noises. CoRR Youcheng Huang, Wenqiang Lei, Zheng Zhang, Jiancheng Lv, Shuicheng Yan
2024	J	`jnl`	Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models - The Story Goes On. CoRR Liang Zeng, Liangjun Zhong, Liang Zhao, Tianwen Wei, Liu Yang, Jujie He, Cheng Cheng, Rui Hu, Yang Liu, Shuicheng Yan, Han Fang, Yahui Zhou
2024	J	`jnl`	Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models. CoRR Tianwen Wei, Bo Zhu, Liang Zhao, Cheng Cheng, Biye Li, Weiwei Lü, Peng Cheng, Jianhao Zhang, Xiaoyu Zhang, Liang Zeng, Xiaokun Wang, Yutuan Ma, Rui Hu, Shuicheng Yan, Han Fang, Yahui Zhou
2024	J	`jnl`	Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs. CoRR Chris Yuhao Liu, Liang Zeng, Jiacai Liu, Rui Yan, Jujie He, Chaojie Wang, Shuicheng Yan, Yang Liu, Yahui Zhou
2024	J	`jnl`	Spikformer V2: Join the High Accuracy Club on ImageNet with an SNN Ticket. CoRR Zhaokun Zhou, Kaiwei Che, Wei Fang, Keyu Tian, Yuesheng Zhu, Shuicheng Yan, Yonghong Tian, Li Yuan
2024	J	`jnl`	SuperCorrect: Supervising and Correcting Language Models with Error-Driven Insights. CoRR Ling Yang, Zhaochen Yu, Tianjun Zhang, Minkai Xu, Joseph E. Gonzalez, Bin Cui, Shuicheng Yan
2024	J	`jnl`	Towards Semantic Equivalence of Tokenization in Multimodal LLM. CoRR Shengqiong Wu, Hao Fei, Xiangtai Li, Jiayi Ji, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan
2024	J	`jnl`	Towards Understanding Convergence and Generalization of AdamW. IEEE Trans. Pattern Anal. Mach. Intell. Pan Zhou, Xingyu Xie, Zhouchen Lin, Shuicheng Yan
2024	J	`jnl`	Two are better than one: Context window extension with multi-grained self-injection. CoRR Wei Han, Pan Zhou, Soujanya Poria, Shuicheng Yan
2024	J	`jnl`	UniParser: Multi-Human Parsing With Unified Correlation Representation Learning. IEEE Trans. Image Process. Jiaming Chu, Lei Jin, Yinglei Teng, Jianshu Li, Yunchao Wei, Zheng Wang, Junliang Xing, Shuicheng Yan, Jian Zhao
2024	J	`jnl`	UniVST: A Unified Framework for Training-free Localized Video Style Transfer. CoRR Quanjian Song, Mingbao Lin, Wengyi Zhan, Shuicheng Yan, Liujuan Cao
2024	A*	`conf`	Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing. NeurIPS Hao Fei, Shengqiong Wu, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan
2024	J	`jnl`	Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing. CoRR Hao Fei, Shengqiong Wu, Hanwang Zhang, Tat-Seng Chua, Shuicheng Yan
2024	J	`jnl`	Win: Weight-Decay-Integrated Nesterov Acceleration for Faster Network Training. J. Mach. Learn. Res. Pan Zhou, Xingyu Xie, Zhouchen Lin, Kim-Chuan Toh, Shuicheng Yan
2023	J	`jnl`	A Review of Deep Learning for Video Captioning. CoRR Moloud Abdar, Meenakshi Kollati, Swaraja Kuraparthi, Farhad Pourpanah, Daniel McDuff, Mohammad Ghavamzadeh, Shuicheng Yan, Abduallah Mohamed, Abbas Khosravi, Erik Cambria, Fatih Porikli
2023	A*	`conf`	Arbitrary Virtual Try-on Network: Characteristics Representation and Trade-off between Body and Clothing. ICLR Yu Liu, Mingbo Zhao, Zhao Zhang, Jicong Fan, Yang Lou, Shuicheng Yan
2023	A*	`conf`	Bag of Tricks for Training Data Extraction from Language Models. ICML Weichen Yu, Tianyu Pang, Qian Liu, Chao Du, Bingyi Kang, Yan Huang, Min Lin, Shuicheng Yan
2023	J	`jnl`	Bag of Tricks for Training Data Extraction from Language Models. CoRR Weichen Yu, Tianyu Pang, Qian Liu, Chao Du, Bingyi Kang, Yan Huang, Min Lin, Shuicheng Yan
2023	A*	`conf`	Bag of Tricks for Unsupervised Text-to-Speech. ICLR Yi Ren, Chen Zhang, Shuicheng Yan
2023	A*	`conf`	Better Diffusion Models Further Improve Adversarial Training. ICML Zekai Wang, Tianyu Pang, Chao Du, Min Lin, Weiwei Liu, Shuicheng Yan
2023	J	`jnl`	Better Diffusion Models Further Improve Adversarial Training. CoRR Zekai Wang, Tianyu Pang, Chao Du, Min Lin, Weiwei Liu, Shuicheng Yan
2023	J	`jnl`	Clarity ChatGPT: An Interactive and Adaptive Processing System for Image Restoration and Enhancement. CoRR Yanyan Wei, Zhao Zhang, Jiahuan Ren, Xiaogang Xu, Richang Hong, Yi Yang, Shuicheng Yan, Meng Wang
2023	J	`jnl`	CoSDA: Continual Source-Free Domain Adaptation. CoRR Haozhe Feng, Zhaorui Yang, Hesun Chen, Tianyu Pang, Chao Du, Minfeng Zhu, Wei Chen, Shuicheng Yan
2023	J	`jnl`	Contrastive Video Question Answering via Video Graph Transformer. CoRR Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua
2023	J	`jnl`	Contrastive Video Question Answering via Video Graph Transformer. IEEE Trans. Pattern Anal. Mach. Intell. Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua
2023	A*	`conf`	D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory. ICLR Tianbo Li, Min Lin, Zheyuan Hu, Kunhao Zheng, Giovanni Vignale, Kenji Kawaguchi, A. H. Castro Neto, Kostya S. Novoselov, Shuicheng Yan
2023	J	`jnl`	D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory. CoRR Tianbo Li, Min Lin, Zheyuan Hu, Kunhao Zheng, Giovanni Vignale, Kenji Kawaguchi, A. H. Castro Neto, Kostya S. Novoselov, Shuicheng Yan
2023	J	`jnl`	Data-Driven single image deraining: A Comprehensive review and new perspectives. Pattern Recognit. Zhao Zhang, Yanyan Wei, Haijun Zhang, Yi Yang, Shuicheng Yan, Meng Wang
2023	A*	`conf`	Decoupled Cross-Scale Cross-View Interaction for Stereo Image Enhancement in the Dark. ACM Multimedia Huan Zheng, Zhao Zhang, Jicong Fan, Richang Hong, Yi Yang, Shuicheng Yan
2023	J	`jnl`	Deep Long-Tailed Learning: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Yifan Zhang, Bingyi Kang, Bryan Hooi, Shuicheng Yan, Jiashi Feng
2023	A*	`conf`	DiffDance: Cascaded Human Motion Diffusion Model for Dance Generation. ACM Multimedia Qiaosong Qi, Le Zhuo, Aixi Zhang, Yue Liao, Fei Fang, Si Liu, Shuicheng Yan
2023	J	`jnl`	DiffDance: Cascaded Human Motion Diffusion Model for Dance Generation. CoRR Qiaosong Qi, Le Zhuo, Aixi Zhang, Yue Liao, Fei Fang, Si Liu, Shuicheng Yan
2023	A*	`conf`	Distributional Meta-Gradient Reinforcement Learning. ICLR Haiyan Yin, Shuicheng Yan, Zhongwen Xu
2023	J	`jnl`	Does Federated Learning Really Need Backpropagation? CoRR Haozhe Feng, Tianyu Pang, Chao Du, Wei Chen, Shuicheng Yan, Min Lin
2023	A*	`conf`	EditAnything: Empowering Unparalleled Flexibility in Image Editing and Generation. ACM Multimedia Shanghua Gao, Zhijie Lin, Xingyu Xie, Pan Zhou, Ming-Ming Cheng, Shuicheng Yan
2023	A*	`conf`	Efficient Diffusion Policies For Offline Reinforcement Learning. NeurIPS Bingyi Kang, Xiao Ma, Chao Du, Tianyu Pang, Shuicheng Yan
2023	J	`jnl`	Efficient Diffusion Policies for Offline Reinforcement Learning. CoRR Bingyi Kang, Xiao Ma, Chao Du, Tianyu Pang, Shuicheng Yan
2023	J	`jnl`	Efficient Multi-Grained Knowledge Reuse for Class Incremental Segmentation. CoRR Zhihe Lu, Shuicheng Yan, Xinchao Wang
2023	A*	`conf`	Efficient Offline Policy Optimization with a Learned Model. ICLR Zichen Liu, Siyi Li, Wee Sun Lee, Shuicheng Yan, Zhongwen Xu
2023	A*	`conf`	Exploring Incompatible Knowledge Transfer in Few-shot Image Generation. CVPR Yunqing Zhao, Chao Du, Milad Abdollahzadeh, Tianyu Pang, Min Lin, Shuicheng Yan, Ngai-Man Cheung
2023	J	`jnl`	Exploring Incompatible Knowledge Transfer in Few-shot Image Generation. CoRR Yunqing Zhao, Chao Du, Milad Abdollahzadeh, Tianyu Pang, Min Lin, Shuicheng Yan, Ngai-Man Cheung
2023	A*	`conf`	Gaussian Mixture Solvers for Diffusion Models. NeurIPS Hanzhong Guo, Cheng Lu, Fan Bao, Tianyu Pang, Shuicheng Yan, Chao Du, Chongxuan Li
2023	J	`jnl`	Gaussian Mixture Solvers for Diffusion Models. CoRR Hanzhong Guo, Cheng Lu, Fan Bao, Tianyu Pang, Shuicheng Yan, Chao Du, Chongxuan Li
2023	A*	`conf`	Generative Table Pre-training Empowers Models for Tabular Prediction. EMNLP Tianping Zhang, Shaowen Wang, Shuicheng Yan, Li Jian, Qian Liu
2023	J	`jnl`	Generative Table Pre-training Empowers Models for Tabular Prediction. CoRR Tianping Zhang, Shaowen Wang, Shuicheng Yan, Jian Li, Qian Liu
2023	J	`jnl`	Heterogenous Memory Augmented Neural Networks. CoRR Zihan Qiu, Zhen Liu, Shuicheng Yan, Shanghang Zhang, Jie Fu
2023	—	`conf`	ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images. ICDAR (2) Wenwen Yu, Chengquan Zhang, Haoyu Cao, Wei Hua, Bohan Li, Huang Chen, Mingyu Liu, Mingrui Chen, Jianfeng Kuang, Mengjun Cheng, Yuning Du, Shikun Feng, Xiaoguang Hu, Pengyuan Lyu, Kun Yao, Yuechen Yu, Yuliang Liu, Wanxiang Che, Errui Ding, Cheng-Lin Liu, Jiebo Luo, Shuicheng Yan, Min Zhang, Dimosthenis Karatzas, Xing Sun, Jingdong Wang, Xiang Bai
2023	J	`jnl`	ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images. CoRR Wenwen Yu, Chengquan Zhang, Haoyu Cao, Wei Hua, Bohan Li, Huang Chen, Mingyu Liu, Mingrui Chen, Jianfeng Kuang, Mengjun Cheng, Yuning Du, Shikun Feng, Xiaoguang Hu, Pengyuan Lyu, Kun Yao, Yuechen Yu, Yuliang Liu, Wanxiang Che, Errui Ding, Cheng-Lin Liu, Jiebo Luo, Shuicheng Yan, Min Zhang, Dimosthenis Karatzas, Xing Sun, Jingdong Wang, Xiang Bai
2023	J	`jnl`	Improving and Benchmarking Offline Reinforcement Learning Algorithms. CoRR Bingyi Kang, Xiao Ma, Yirui Wang, Yang Yue, Shuicheng Yan
2023	J	`jnl`	InceptionNeXt: When Inception Meets ConvNeXt. CoRR Weihao Yu, Pan Zhou, Shuicheng Yan, Xinchao Wang
2023	J	`jnl`	Instant3D: Instant Text-to-3D Generation. CoRR Ming Li, Pan Zhou, Jia-Wei Liu, Jussi Keppo, Min Lin, Shuicheng Yan, Xiangyu Xu
2023	A*	`conf`	LPT: Long-tailed Prompt Tuning for Image Classification. ICLR Bowen Dong, Pan Zhou, Shuicheng Yan, Wangmeng Zuo
2023	J	`jnl`	Learning to Optimize for Reinforcement Learning. CoRR Qingfeng Lan, A. Rupam Mahmood, Shuicheng Yan, Zhongwen Xu
2023	J	`jnl`	MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation. CoRR Munan Ning, Donghuan Lu, Yujia Xie, Dongdong Chen, Dong Wei, Yefeng Zheng, Yonghong Tian, Shuicheng Yan, Li Yuan
2023	J	`jnl`	MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Munan Ning, Donghuan Lu, Yujia Xie, Dongdong Chen, Dong Wei, Yefeng Zheng, Yonghong Tian, Shuicheng Yan, Li Yuan
2023	A*	`conf`	Masked Diffusion Transformer is a Strong Image Synthesizer. ICCV Shanghua Gao, Pan Zhou, Ming-Ming Cheng, Shuicheng Yan
2023	J	`jnl`	Masked Diffusion Transformer is a Strong Image Synthesizer. CoRR Shanghua Gao, Pan Zhou, Ming-Ming Cheng, Shuicheng Yan
2023	A*	`conf`	Mutual Information Regularized Offline Reinforcement Learning. NeurIPS Xiao Ma, Bingyi Kang, Zhongwen Xu, Min Lin, Shuicheng Yan
2023	A*	`conf`	Nonparametric Generative Modeling with Conditional Sliced-Wasserstein Flows. ICML Chao Du, Tianbo Li, Tianyu Pang, Shuicheng Yan, Min Lin
2023	J	`jnl`	Nonparametric Generative Modeling with Conditional Sliced-Wasserstein Flows. CoRR Chao Du, Tianbo Li, Tianyu Pang, Shuicheng Yan, Min Lin
2023	J	`jnl`	Offline Prioritized Experience Replay. CoRR Yang Yue, Bingyi Kang, Xiao Ma, Gao Huang, Shiji Song, Shuicheng Yan
2023	A*	`conf`	On Calibrating Diffusion Probabilistic Models. NeurIPS Tianyu Pang, Cheng Lu, Chao Du, Min Lin, Shuicheng Yan, Zhijie Deng
2023	J	`jnl`	On Calibrating Diffusion Probabilistic Models. CoRR Tianyu Pang, Cheng Lu, Chao Du, Min Lin, Shuicheng Yan, Zhijie Deng
2023	A*	`conf`	Position-Guided Text Prompt for Vision-Language Pre-Training. CVPR Jinpeng Wang, Pan Zhou, Mike Zheng Shou, Shuicheng Yan
2023	A*	`conf`	RPM: Generalizable Multi-Agent Policies for Multi-Agent Reinforcement Learning. ICLR Wei Qiu, Xiao Ma, Bo An, Svetlana Obraztsova, Shuicheng Yan, Zhongwen Xu
2023	C	`conf`	RRAM-PoolFormer: A Resistive Memristor-based PoolFormer Modeling and Training Framework for Edge-AI Applications. ISCAS Tiancheng Cao, Weihao Yu, Yuan Gao, Chen Liu, Shuicheng Yan, Wang Ling Goh
2023	J	`jnl`	Reinforcement Learning from Diverse Human Preferences. CoRR Wanqi Xue, Bo An, Shuicheng Yan, Zhongwen Xu
2023	A*	`conf`	Revisiting Intrinsic Reward for Exploration in Procedurally Generated Environments. ICLR Kaixin Wang, Kuangqi Zhou, Bingyi Kang, Jiashi Feng, Shuicheng Yan
2023	A*	`conf`	STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition. ICCV Ming Li, Xiangyu Xu, Hehe Fan, Pan Zhou, Jun Liu, Jia-Wei Liu, Jiahe Li, Jussi Keppo, Mike Zheng Shou, Shuicheng Yan
2023	A*	`conf`	ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection. NeurIPS Zhongzhan Huang, Pan Zhou, Shuicheng Yan, Liang Lin
2023	J	`jnl`	ScaleLong: Towards More Stable Training of Diffusion Model via Scaling Network Long Skip Connection. CoRR Zhongzhan Huang, Pan Zhou, Shuicheng Yan, Liang Lin
2023	J	`jnl`	SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning. CoRR Keyu Duan, Qian Liu, Tat-Seng Chua, Shuicheng Yan, Wei Tsang Ooi, Qizhe Xie, Junxian He
2023	J	`jnl`	Skywork: A More Open Bilingual Foundation Model. CoRR Tianwen Wei, Liang Zhao, Lichang Zhang, Bo Zhu, Lijie Wang, Haihua Yang, Biye Li, Cheng Cheng, Weiwei Lü, Rui Hu, Chenxia Li, Liu Yang, Xilin Luo, Xuejie Wu, Lunan Liu, Wenjun Cheng, Peng Cheng, Jianhao Zhang, Xiaoyu Zhang, Lei Lin, Xiaokun Wang, Yutuan Ma, Chuanhai Dong, Yanqi Sun, Yifu Chen, Yongyi Peng, Xiaojuan Liang, Shuicheng Yan, Han Fang, Yahui Zhou
2023	A*	`conf`	Spikformer: When Spiking Neural Network Meets Transformer. ICLR Zhaokun Zhou, Yuesheng Zhu, Chao He, Yaowei Wang, Shuicheng Yan, Yonghong Tian, Li Yuan
2023	J	`jnl`	Toward Intelligent Design: An AI-Based Fashion Designer Using Generative Adversarial Networks Aided by Sketch and Rendering Generators. IEEE Trans. Multim. Han Yan, Haijun Zhang, Linlin Liu, Dongliang Zhou, Xiaofei Xu, Zhao Zhang, Shuicheng Yan
2023	J	`jnl`	Towards Garment Sewing Pattern Reconstruction from a Single Image. CoRR Lijuan Liu, Xiangyu Xu, Zhijie Lin, Jiabin Liang, Shuicheng Yan
2023	J	`jnl`	Towards Garment Sewing Pattern Reconstruction from a Single Image. ACM Trans. Graph. Lijuan Liu, Xiangyu Xu, Zhijie Lin, Jiabin Liang, Shuicheng Yan
2023	A*	`conf`	Towards Understanding Why Mask Reconstruction Pretraining Helps in Downstream Tasks. ICLR Jiachun Pan, Pan Zhou, Shuicheng Yan
2023	J	`jnl`	TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. Shiming Chen, Ziming Hong, Wenjin Hou, Guo-Sen Xie, Yibing Song, Jian Zhao, Xinge You, Shuicheng Yan, Ling Shao
2023	J	`jnl`	VOLO: Vision Outlooker for Visual Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Li Yuan, Qibin Hou, Zihang Jiang, Jiashi Feng, Shuicheng Yan
2023	A*	`conf`	Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning. AAAI Yang Yue, Bingyi Kang, Zhongwen Xu, Gao Huang, Shuicheng Yan
2023	J	`jnl`	Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Qibin Hou, Zihang Jiang, Li Yuan, Ming-Ming Cheng, Shuicheng Yan, Jiashi Feng
2023	A*	`conf`	Visual Imitation Learning with Patch Rewards. ICLR Minghuan Liu, Tairan He, Weinan Zhang, Shuicheng Yan, Zhongwen Xu
2023	J	`jnl`	Visual Imitation Learning with Patch Rewards. CoRR Minghuan Liu, Tairan He, Weinan Zhang, Shuicheng Yan, Zhongwen Xu
2023	A*	`conf`	Win: Weight-Decay-Integrated Nesterov Acceleration for Adaptive Gradient Algorithms. ICLR Pan Zhou, Xingyu Xie, Shuicheng Yan
2022	J	`jnl`	Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models. CoRR Xingyu Xie, Pan Zhou, Huan Li, Zhouchen Lin, Shuicheng Yan
2022	J	`jnl`	AdaptivePose++: A Powerful Single-Stage Network for Multi-Person Pose Regression. CoRR Yabo Xiao, Xiaojuan Wang, Dongdong Yu, Kai Su, Lei Jin, Mei Song, Shuicheng Yan, Jian Zhao
2022	J	`jnl`	Boosting Offline Reinforcement Learning via Data Rebalancing. CoRR Yang Yue, Bingyi Kang, Xiao Ma, Zhongwen Xu, Gao Huang, Shuicheng Yan
2022	A*	`conf`	CRNet: Unsupervised Color Retention Network for Blind Motion Deblurring. ACM Multimedia Suiyi Zhao, Zhao Zhang, Richang Hong, Mingliang Xu, Haijun Zhang, Meng Wang, Shuicheng Yan
2022	J	`jnl`	ClusterQ: Semantic Feature Distribution Alignment for Data-Free Quantization. CoRR Yangcheng Gao, Zhao Zhang, Richang Hong, Haijun Zhang, Jicong Fan, Shuicheng Yan, Meng Wang
2022	J	`jnl`	DRNet: Double Recalibration Network for Few-Shot Semantic Segmentation. IEEE Trans. Image Process. Guangyu Gao, Zhiyuan Fang, Cen Han, Yunchao Wei, Chi Harold Liu, Shuicheng Yan
2022	J	`jnl`	Decoupled Cross-Scale Cross-View Interaction for Stereo Image Enhancement in The Dark. CoRR Huan Zheng, Zhao Zhang, Jicong Fan, Richang Hong, Yi Yang, Shuicheng Yan
2022	A*	`conf`	Deep Color Consistent Network for Low-Light Image Enhancement. CVPR Zhao Zhang, Huan Zheng, Richang Hong, Mingliang Xu, Shuicheng Yan, Meng Wang
2022	A*	`conf`	Deep Multi-Resolution Mutual Learning for Image Inpainting. ACM Multimedia Huan Zheng, Zhao Zhang, Haijun Zhang, Yi Yang, Shuicheng Yan, Meng Wang
2022	—	`conf`	DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition. ECCV (34) Yuxuan Liang, Pan Zhou, Roger Zimmermann, Shuicheng Yan
2022	J	`jnl`	Efficient Offline Policy Optimization with a Learned Model. CoRR Zichen Liu, Siyi Li, Wee Sun Lee, Shuicheng Yan, Zhongwen Xu
2022	A*	`conf`	EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine. NeurIPS Jiayi Weng, Min Lin, Shengyi Huang, Bo Liu, Denys Makoviichuk, Viktor Makoviychuk, Zichen Liu, Yufan Song, Ting Luo, Yukun Jiang, Zhongwen Xu, Shuicheng Yan
2022	J	`jnl`	EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine. CoRR Jiayi Weng, Min Lin, Shengyi Huang, Bo Liu, Denys Makoviichuk, Viktor Makoviychuk, Zichen Liu, Yufan Song, Ting Luo, Yukun Jiang, Zhongwen Xu, Shuicheng Yan
2022	J	`jnl`	Fine-Grained Human-Centric Tracklet Segmentation with Single Frame Supervision. IEEE Trans. Pattern Anal. Mach. Intell. Si Liu, Guanghui Ren, Yao Sun, Jinqiao Wang, Changhu Wang, Bo Li, Shuicheng Yan
2022	—	`conf`	Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering. ECCV (23) Mingfei Chen, Jianfeng Zhang, Xiangyu Xu, Lijuan Liu, Yujun Cai, Jiashi Feng, Shuicheng Yan
2022	J	`jnl`	Human-Centric Relation Segmentation: Dataset and Solution. IEEE Trans. Pattern Anal. Mach. Intell. Si Liu, Zitian Wang, Yulu Gao, Lejian Ren, Yue Liao, Guanghui Ren, Bo Li, Shuicheng Yan
2022	—	`conf`	Improving Vision Transformers by Revisiting High-Frequency Components. ECCV (24) Jiawang Bai, Li Yuan, Shu-Tao Xia, Shuicheng Yan, Zhifeng Li, Wei Liu
2022	J	`jnl`	Improving Vision Transformers by Revisiting High-frequency Components. CoRR Jiawang Bai, Li Yuan, Shu-Tao Xia, Shuicheng Yan, Zhifeng Li, Wei Liu
2022	A*	`conf`	Inception Transformer. NeurIPS Chenyang Si, Weihao Yu, Pan Zhou, Yichen Zhou, Xinchao Wang, Shuicheng Yan
2022	J	`jnl`	Inception Transformer. CoRR Chenyang Si, Weihao Yu, Pan Zhou, Yichen Zhou, Xinchao Wang, Shuicheng Yan
2022	J	`jnl`	LPT: Long-tailed Prompt Tuning for Image Classification. CoRR Bowen Dong, Pan Zhou, Shuicheng Yan, Wangmeng Zuo
2022	J	`jnl`	MetaFormer Baselines for Vision. CoRR Weihao Yu, Chenyang Si, Pan Zhou, Mi Luo, Yichen Zhou, Jiashi Feng, Shuicheng Yan, Xinchao Wang
2022	A*	`conf`	MetaFormer is Actually What You Need for Vision. CVPR Weihao Yu, Mi Luo, Pan Zhou, Chenyang Si, Yichen Zhou, Xinchao Wang, Jiashi Feng, Shuicheng Yan
2022	J	`jnl`	Modern Augmented Reality: Applications, Trends, and Future Directions. CoRR Shervin Minaee, Xiaodan Liang, Shuicheng Yan
2022	J	`jnl`	Mugs: A Multi-Granular Self-Supervised Learning Framework. CoRR Pan Zhou, Yichen Zhou, Chenyang Si, Weihao Yu, Teck Khim Ng, Shuicheng Yan
2022	J	`jnl`	Mutual Information Regularized Offline Reinforcement Learning. CoRR Xiao Ma, Bingyi Kang, Zhongwen Xu, Min Lin, Shuicheng Yan
2022	J	`jnl`	NoiSER: Noise is All You Need for Low-Light Image Enhancement. CoRR Zhao Zhang, Suiyi Zhao, Xiaojie Jin, Mingliang Xu, Yi Yang, Shuicheng Yan
2022	J	`jnl`	O(N CoRR Tianyu Pang, Shuicheng Yan, Min Lin
2022	J	`jnl`	PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal. IEEE Trans. Pattern Anal. Mach. Intell. Si Liu, Wentao Jiang, Chen Gao, Ran He, Jiashi Feng, Bo Li, Shuicheng Yan
2022	J	`jnl`	Position-guided Text Prompt for Vision-Language Pre-training. CoRR Alex Jinpeng Wang, Pan Zhou, Mike Zheng Shou, Shuicheng Yan
2022	J	`jnl`	RPM: Generalizable Behaviors for Multi-Agent Reinforcement Learning. CoRR Wei Qiu, Xiao Ma, Bo An, Svetlana Obraztsova, Shuicheng Yan, Zhongwen Xu
2022	A*	`conf`	Robust Attention Deraining Network for Synchronous Rain Streaks and Raindrops Removal. ACM Multimedia Yanyan Wei, Zhao Zhang, Mingliang Xu, Richang Hong, Jicong Fan, Shuicheng Yan
2022	A*	`conf`	Robustness and Accuracy Could Be Reconcilable by (Proper) Definition. ICML Tianyu Pang, Min Lin, Xiao Yang, Jun Zhu, Shuicheng Yan
2022	J	`jnl`	Robustness and Accuracy Could Be Reconcilable by (Proper) Definition. CoRR Tianyu Pang, Min Lin, Xiao Yang, Jun Zhu, Shuicheng Yan
2022	J	`jnl`	SDMuse: Stochastic Differential Music Editing and Generation via Hybrid Representation. CoRR Chen Zhang, Yi Ren, Kejun Zhang, Shuicheng Yan
2022	J	`jnl`	Seeing Through The Noisy Dark: Toward Real-world Low-Light Image Enhancement and Denoising. CoRR Jiahuan Ren, Zhao Zhang, Richang Hong, Mingliang Xu, Yi Yang, Shuicheng Yan
2022	—	`conf`	Self-Promoted Supervision for Few-Shot Transformer. ECCV (20) Bowen Dong, Pan Zhou, Shuicheng Yan, Wangmeng Zuo
2022	J	`jnl`	Self-Promoted Supervision for Few-Shot Transformer. CoRR Bowen Dong, Pan Zhou, Shuicheng Yan, Wangmeng Zuo
2022	J	`jnl`	Spikformer: When Spiking Neural Network Meets Transformer. CoRR Zhaokun Zhou, Yuesheng Zhu, Chao He, Yaowei Wang, Shuicheng Yan, Yonghong Tian, Li Yuan
2022	J	`jnl`	Towards Age-Invariant Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Jian Zhao, Shuicheng Yan, Jiashi Feng
2022	—	`conf`	Towards Class Interpretable Vision Transformer with Multi-Class-Tokens. PRCV (3) Bowen Dong, Pan Zhou, Shuicheng Yan, Wangmeng Zuo
2022	A*	`conf`	Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization. ICDM Yangcheng Gao, Zhao Zhang, Richang Hong, Haijun Zhang, Jicong Fan, Shuicheng Yan
2022	J	`jnl`	Towards Sustainable Self-supervised Learning. CoRR Shanghua Gao, Pan Zhou, Ming-Ming Cheng, Shuicheng Yan
2022	J	`jnl`	Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning. CoRR Yang Yue, Bingyi Kang, Zhongwen Xu, Gao Huang, Shuicheng Yan
2022	—	`conf`	Video Graph Transformer for Video Question Answering. ECCV (36) Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan
2022	J	`jnl`	Video Graph Transformer for Video Question Answering. CoRR Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan
2021	J	`jnl`	A Survey on Concept Factorization: From Shallow to Deep Representation Learning. Inf. Process. Manag. Zhao Zhang, Yan Zhang, Mingliang Xu, Li Zhang, Yi Yang, Shuicheng Yan
2021	J	`jnl`	Arbitrary Virtual Try-On Network: Characteristics Preservation and Trade-off between Body and Clothing. CoRR Yu Liu, Mingbo Zhao, Zhao Zhang, Haijun Zhang, Shuicheng Yan
2021	J	`jnl`	DLRF-Net: A Progressive Deep Latent Low-Rank Fusion Network for Hierarchical Subspace Discovery. ACM Trans. Multim. Comput. Commun. Appl. Zhao Zhang, Jiahuan Ren, Haijun Zhang, Zheng Zhang, Guangcan Liu, Shuicheng Yan
2021	J	`jnl`	Deep Long-Tailed Learning: A Survey. CoRR Yifan Zhang, Bingyi Kang, Bryan Hooi, Shuicheng Yan, Jiashi Feng
2021	J	`jnl`	DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and Rainmaking. IEEE Trans. Image Process. Yanyan Wei, Zhao Zhang, Yang Wang, Mingliang Xu, Yi Yang, Shuicheng Yan, Meng Wang
2021	A*	`conf`	Direct Multi-view Multi-person 3D Pose Estimation. NeurIPS Tao Wang, Jianfeng Zhang, Yujun Cai, Shuicheng Yan, Jiashi Feng
2021	J	`jnl`	Direct Multi-view Multi-person 3D Pose Estimation. CoRR Tao Wang, Jianfeng Zhang, Yujun Cai, Shuicheng Yan, Jiashi Feng
2021	J	`jnl`	Dual-Constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior. Int. J. Comput. Vis. Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang
2021	J	`jnl`	DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition. CoRR Yuxuan Liang, Pan Zhou, Roger Zimmermann, Shuicheng Yan
2021	J	`jnl`	Editorial: IMAVIS special issue on deep cross-media neural model for generating image descriptions. Image Vis. Comput. Zhao Zhang, Sheng Li, Meng Wang, Shuicheng Yan
2021	J	`jnl`	Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds. IEEE Trans. Pattern Anal. Mach. Intell. Pan Zhou, Xiao-Tong Yuan, Shuicheng Yan, Jiashi Feng
2021	J	`jnl`	Flexible Auto-Weighted Local-Coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering. IEEE Trans. Knowl. Data Eng. Zhao Zhang, Yan Zhang, Sheng Li, Guangcan Liu, Dan Zeng, Shuicheng Yan, Meng Wang
2021	J	`jnl`	Geometry-Guided Progressive NeRF for Generalizable and Efficient Neural Human Rendering. CoRR Mingfei Chen, Jianfeng Zhang, Xiangyu Xu, Lijuan Liu, Jiashi Feng, Shuicheng Yan
2021	J	`jnl`	Heterogeneous Domain Adaptation via Covariance Structured Feature Translators. IEEE Trans. Cybern. Chuan-Xian Ren, Jiashi Feng, Dao-Qing Dai, Shuicheng Yan
2021	A*	`conf`	How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? NeurIPS Xinshuai Dong, Anh Tuan Luu, Min Lin, Shuicheng Yan, Hanwang Zhang
2021	J	`jnl`	How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? CoRR Xinshuai Dong, Luu Anh Tuan, Min Lin, Shuicheng Yan, Hanwang Zhang
2021	J	`jnl`	Human-centric Relation Segmentation: Dataset and Solution. CoRR Si Liu, Zitian Wang, Yulu Gao, Lejian Ren, Yue Liao, Guanghui Ren, Bo Li, Shuicheng Yan
2021	J	`jnl`	Learning Target-Domain-Specific Classifier for Partial Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. Chuan-Xian Ren, Pengfei Ge, Pei-Yi Yang, Shuicheng Yan
2021	J	`jnl`	MetaFormer is Actually What You Need for Vision. CoRR Weihao Yu, Mi Luo, Pan Zhou, Chenyang Si, Yichen Zhou, Xinchao Wang, Jiashi Feng, Shuicheng Yan
2021	J	`jnl`	Multi-human Parsing with a Graph-based Generative Adversarial Model. ACM Trans. Multim. Comput. Commun. Appl. Jianshu Li, Jian Zhao, Congyan Lang, Yidong Li, Yunchao Wei, Guodong Guo, Terence Sim, Shuicheng Yan, Jiashi Feng
2021	J	`jnl`	ORDNet: Capturing Omni-Range Dependencies for Scene Parsing. CoRR Shaofei Huang, Si Liu, Tianrui Hui, Jizhong Han, Bo Li, Jiashi Feng, Shuicheng Yan
2021	J	`jnl`	PSGAN++: Robust Detail-Preserving Makeup Transfer and Removal. CoRR Si Liu, Wentao Jiang, Chen Gao, Ran He, Jiashi Feng, Bo Li, Shuicheng Yan
2021	A*	`conf`	Partial-Label and Structure-constrained Deep Coupled Factorization Network. AAAI Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang
2021	A*	`conf`	PnP-DETR: Towards Efficient Visual Analysis with Transformers. ICCV Tao Wang, Li Yuan, Yunpeng Chen, Jiashi Feng, Shuicheng Yan
2021	J	`jnl`	PnP-DETR: Towards Efficient Visual Analysis with Transformers. CoRR Tao Wang, Li Yuan, Yunpeng Chen, Jiashi Feng, Shuicheng Yan
2021	J	`jnl`	Scene Graph Generation With Hierarchical Context. IEEE Trans. Neural Networks Learn. Syst. Guanghui Ren, Lejian Ren, Yue Liao, Si Liu, Bo Li, Jizhong Han, Shuicheng Yan
2021	J	`jnl`	Tensor Low-Rank Representation for Data Recovery and Clustering. IEEE Trans. Pattern Anal. Mach. Intell. Pan Zhou, Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
2021	A*	`conf`	Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet. ICCV Li Yuan, Yunpeng Chen, Tao Wang, Weihao Yu, Yujun Shi, Zihang Jiang, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan
2021	J	`jnl`	Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet. CoRR Li Yuan, Yunpeng Chen, Tao Wang, Weihao Yu, Yujun Shi, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan
2021	A*	`conf`	Towards Understanding Why Lookahead Generalizes Better Than SGD and Beyond. NeurIPS Pan Zhou, Hanshu Yan, Xiaotong Yuan, Jiashi Feng, Shuicheng Yan
2021	J	`jnl`	TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning. CoRR Shiming Chen, Ziming Hong, Guo-Sen Xie, Jian Zhao, Hao Li, Xinge You, Shuicheng Yan, Ling Shao
2021	A*	`conf`	Triplet Deep Subspace Clustering via Self-Supervised Data Augmentation. ICDM Zhao Zhang, Xianzhen Li, Haijun Zhang, Yi Yang, Shuicheng Yan, Meng Wang
2021	J	`jnl`	VOLO: Vision Outlooker for Visual Recognition. CoRR Li Yuan, Qibin Hou, Zihang Jiang, Jiashi Feng, Shuicheng Yan
2021	A*	`conf`	Video Background Music Generation with Controllable Music Transformer. ACM Multimedia Shangzhe Di, Zeren Jiang, Si Liu, Zhaokai Wang, Leyan Zhu, Zexin He, Hongming Liu, Shuicheng Yan
2021	J	`jnl`	Video Background Music Generation with Controllable Music Transformer. CoRR Shangzhe Di, Zeren Jiang, Si Liu, Zhaokai Wang, Leyan Zhu, Zexin He, Hongming Liu, Shuicheng Yan
2021	J	`jnl`	Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition. CoRR Qibin Hou, Zihang Jiang, Li Yuan, Ming-Ming Cheng, Shuicheng Yan, Jiashi Feng
2020	J	`jnl`	A Simple Baseline for Pose Tracking in Videos of Crowded Scenes. CoRR Li Yuan, Shuning Chang, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Xuecheng Nie, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan
2020	A*	`conf`	A Simple Baseline for Pose Tracking in Videos of Crowed Scenes. ACM Multimedia Li Yuan, Shuning Chang, Ziyuan Huang, Yichen Zhou, Yupeng Chen, Xuecheng Nie, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan
2020	J	`jnl`	A Survey on Concept Factorization: From Shallow to Deep Representation Learning. CoRR Zhao Zhang, Yan Zhang, Li Zhang, Shuicheng Yan
2020	A*	`conf`	AdversarialNAS: Adversarial Neural Architecture Search for GANs. CVPR Chen Gao, Yunpeng Chen, Si Liu, Zhenxiong Tan, Shuicheng Yan
2020	A*	`conf`	Beautify As You Like. ACM Multimedia Wentao Jiang, Si Liu, Chen Gao, Ran He, Bo Li, Shuicheng Yan
2020	J	`jnl`	Collocating Clothes With Generative Adversarial Networks Cosupervised by Categories and Attributes: A Multidiscriminator Framework. IEEE Trans. Neural Networks Learn. Syst. Linlin Liu, Haijun Zhang, Xiaofei Xu, Zhao Zhang, Shuicheng Yan
2020	A*	`conf`	ConvBERT: Improving BERT with Span-based Dynamic Convolution. NeurIPS Zihang Jiang, Weihao Yu, Daquan Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan
2020	J	`jnl`	ConvBERT: Improving BERT with Span-based Dynamic Convolution. CoRR Zihang Jiang, Weihao Yu, Daquan Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan
2020	A	`conf`	Convolutional Dictionary Pair Learning Network for Image Representation Learning. ECAI Zhao Zhang, Yulin Sun, Yang Wang, Zhengjun Zha, Shuicheng Yan, Meng Wang
2020	J	`jnl`	Deep Subspace Clustering. IEEE Trans. Neural Networks Learn. Syst. Xi Peng, Jiashi Feng, Joey Tianyi Zhou, Yingjie Lei, Shuicheng Yan
2020	J	`jnl`	Deep neural networks for emerging multimedia computing and applications. Neurocomputing Shuqiang Jiang, Weiqing Min, Yonggang Wen, Qingming Huang, Shuicheng Yan
2020	J	`jnl`	Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning. IEEE Trans. Neural Networks Learn. Syst. Yulin Sun, Zhao Zhang, Weiming Jiang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang
2020	J	`jnl`	Dual Adversarial Auto-Encoders for Clustering. CoRR Pengfei Ge, Chuan-Xian Ren, Jiashi Feng, Shuicheng Yan
2020	J	`jnl`	Dual Adversarial Autoencoders for Clustering. IEEE Trans. Neural Networks Learn. Syst. Pengfei Ge, Chuan-Xian Ren, Dao-Qing Dai, Jiashi Feng, Shuicheng Yan
2020	J	`jnl`	Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior. CoRR Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang
2020	J	`jnl`	Fast Dense Residual Network: Enhancing Global Dense Feature Flow for Text Recognition. CoRR Zhao Zhang, Zemin Tang, Yang Wang, Jie Qin, Zhengjun Zha, Shuicheng Yan
2020	J	`jnl`	Fine-Grained Multi-human Parsing. Int. J. Comput. Vis. Jian Zhao, Jianshu Li, Hengzhu Liu, Shuicheng Yan, Jiashi Feng
2020	—	`conf`	Highly Efficient Salient Object Detection with 100K Parameters. ECCV (6) Shanghua Gao, Yong-Qiang Tan, Ming-Ming Cheng, Chengze Lu, Yunpeng Chen, Shuicheng Yan
2020	J	`jnl`	Highly Efficient Salient Object Detection with 100K Parameters. CoRR Shanghua Gao, Yong-Qiang Tan, Ming-Ming Cheng, Chengze Lu, Yunpeng Chen, Shuicheng Yan
2020	A*	`conf`	InteractGAN: Learning to Generate Human-Object Interaction. ACM Multimedia Chen Gao, Si Liu, Defa Zhu, Quan Liu, Jie Cao, Haoqian He, Ran He, Shuicheng Yan
2020	J	`jnl`	Joint Label Prediction Based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation. IEEE Trans. Knowl. Data Eng. Zhao Zhang, Yan Zhang, Guangcan Liu, Jinhui Tang, Shuicheng Yan, Meng Wang
2020	J	`jnl`	Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks. IEEE Trans. Pattern Anal. Mach. Intell. Wenhan Yang, Robby T. Tan, Jiashi Feng, Zongming Guo, Shuicheng Yan, Jiaying Liu
2020	J	`jnl`	Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning. IEEE Trans. Circuits Syst. Video Technol. Zhao Zhang, Jiahuan Ren, Weiming Jiang, Zheng Zhang, Richang Hong, Shuicheng Yan, Meng Wang
2020	J	`jnl`	Learning Hybrid Representation by Robust Dictionary Learning in Factorized Compressed Space. IEEE Trans. Image Process. Jiahuan Ren, Zhao Zhang, Sheng Li, Yang Wang, Guangcan Liu, Shuicheng Yan, Meng Wang
2020	J	`jnl`	Learning Semisupervised Multilabel Fully Convolutional Network for Hierarchical Object Parsing. IEEE Trans. Neural Networks Learn. Syst. Xiaobai Liu, Qian Xu, Grayson Adkins, Eric Medwedeff, Liang Lin, Shuicheng Yan
2020	J	`jnl`	Learning Target Domain Specific Classifier for Partial Domain Adaptation. CoRR Chuan-Xian Ren, Pengfei Ge, Peiyi Yang, Shuicheng Yan
2020	A	`conf`	Multilayer Collaborative Low-Rank Coding Network for Robust Deep Subspace Discovery. ECAI Xianzhen Li, Zhao Zhang, Yang Wang, Guangcan Liu, Shuicheng Yan, Meng Wang
2020	A*	`conf`	Neural Network Design for Multimedia: Bio-inspired and Hardware-friendly. ACM Multimedia Shuicheng Yan
2020	J	`jnl`	ORDNet: Capturing Omni-Range Dependencies for Scene Parsing. IEEE Trans. Image Process. Shaofei Huang, Si Liu, Tianrui Hui, Jizhong Han, Bo Li, Jiashi Feng, Shuicheng Yan
2020	J	`jnl`	PANDA: Prototypical Unsupervised Domain Adaptation. CoRR Dapeng Hu, Jian Liang, Qibin Hou, Hanshu Yan, Yunpeng Chen, Shuicheng Yan, Jiashi Feng
2020	A*	`conf`	PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer. CVPR Wentao Jiang, Si Liu, Chen Gao, Jie Cao, Ran He, Jiashi Feng, Shuicheng Yan
2020	J	`jnl`	Perspective-Adaptive Convolutions for Scene Parsing. IEEE Trans. Pattern Anal. Mach. Intell. Rui Zhang, Sheng Tang, Yongdong Zhang, Jintao Li, Shuicheng Yan
2020	J	`jnl`	ProxylessKD: Direct Knowledge Distillation with Inherited Classifier for Face Recognition. CoRR Weidong Shi, Guanghui Ren, Yunpeng Chen, Shuicheng Yan
2020	J	`jnl`	Recapture as You Want. CoRR Chen Gao, Si Liu, Ran He, Shuicheng Yan, Bo Li
2020	J	`jnl`	Recognizing Profile Faces by Imagining Frontal View. Int. J. Comput. Vis. Jian Zhao, Junliang Xing, Lin Xiong, Shuicheng Yan, Jiashi Feng
2020	—	`conf`	Rethinking Bottleneck Structure for Efficient Mobile Network Design. ECCV (3) Daquan Zhou, Qibin Hou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan
2020	J	`jnl`	Rethinking Bottleneck Structure for Efficient Mobile Network Design. CoRR Daquan Zhou, Qibin Hou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan
2020	J	`jnl`	Special Issue on Generating Realistic Visual Data of Human Behavior. Int. J. Comput. Vis. Xavier Alameda-Pineda, Elisa Ricci, Albert Ali Salah, Nicu Sebe, Shuicheng Yan
2020	J	`jnl`	Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm. IEEE Trans. Pattern Anal. Mach. Intell. Canyi Lu, Jiashi Feng, Yudong Chen, Wei Liu, Zhouchen Lin, Shuicheng Yan
2020	J	`jnl`	Toward Accurate Person-level Action Recognition in Videos of Crowded Scenes. CoRR Li Yuan, Yichen Zhou, Shuning Chang, Ziyuan Huang, Yunpeng Chen, Xuecheng Nie, Tao Wang, Jiashi Feng, Shuicheng Yan
2020	A*	`conf`	Toward Accurate Person-level Action Recognition in Videos of Crowed Scenes. ACM Multimedia Li Yuan, Yichen Zhou, Shuning Chang, Ziyuan Huang, Yupeng Chen, Xuecheng Nie, Tao Wang, Jiashi Feng, Shuicheng Yan
2020	A*	`conf`	Towards Accurate Human Pose Estimation in Videos of Crowded Scenes. ACM Multimedia Shuning Chang, Li Yuan, Xuecheng Nie, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan
2020	J	`jnl`	Towards Accurate Human Pose Estimation in Videos of Crowded Scenes. CoRR Li Yuan, Shuning Chang, Xuecheng Nie, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan
2019	J	`jnl`	3D-Aided Dual-Agent GANs for Unconstrained Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Jian Zhao, Lin Xiong, Jianshu Li, Junliang Xing, Shuicheng Yan, Jiashi Feng
2019	J	`jnl`	AdversarialNAS: Adversarial Neural Architecture Search for GANs. CoRR Chen Gao, Yunpeng Chen, Si Liu, Zhenxiong Tan, Shuicheng Yan
2019	J	`jnl`	Asymmetric GAN for Unpaired Image-to-Image Translation. IEEE Trans. Image Process. Yu Li, Sheng Tang, Rui Zhang, Yongdong Zhang, Jintao Li, Shuicheng Yan
2019	J	`jnl`	Asymmetric GAN for Unpaired Image-to-image Translation. CoRR Yu Li, Sheng Tang, Rui Zhang, Yongdong Zhang, Jintao Li, Shuicheng Yan
2019	J	`jnl`	Convolutional Dictionary Pair Learning Network for Image Representation Learning. CoRR Zhao Zhang, Yulin Sun, Yang Wang, Zhengjun Zha, Shuicheng Yan, Meng Wang
2019	J	`jnl`	DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and Rainmaking. CoRR Yanyan Wei, Zhao Zhang, Yang Wang, Mingliang Xu, Yi Yang, Shuicheng Yan, Meng Wang
2019	J	`jnl`	Discriminative Local Sparse Representation by Robust Adaptive Dictionary Pair Learning. CoRR Yulin Sun, Zhao Zhang, Weiming Jiang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang
2019	A*	`conf`	Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution. ICCV Yunpeng Chen, Haoqi Fan, Bing Xu, Zhicheng Yan, Yannis Kalantidis, Marcus Rohrbach, Shuicheng Yan, Jiashi Feng
2019	J	`jnl`	Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution. CoRR Yunpeng Chen, Haoqi Fan, Bing Xu, Zhicheng Yan, Yannis Kalantidis, Marcus Rohrbach, Shuicheng Yan, Jiashi Feng
2019	J	`jnl`	Efficient Differentiable Neural Architecture Search with Meta Kernels. CoRR Shoufa Chen, Yunpeng Chen, Shuicheng Yan, Jiashi Feng
2019	A*	`conf`	Efficient Meta Learning via Minibatch Proximal Update. NeurIPS Pan Zhou, Xiaotong Yuan, Huan Xu, Shuicheng Yan, Jiashi Feng
2019	J	`jnl`	Fast DenseNet: Towards Efficient and Accurate Text Recognition with Fast Dense Networks. CoRR Zhao Zhang, Zemin Tang, Yang Wang, Zheng Zhang, Shuicheng Yan, Meng Wang
2019	A*	`conf`	Finding Images by Dialoguing with Image. ACM Multimedia Lejian Ren, Si Liu, Han Huang, Jizhong Han, Shuicheng Yan, Bo Li
2019	J	`jnl`	Flexible Auto-weighted Local-coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering. CoRR Zhao Zhang, Yan Zhang, Sheng Li, Guangcan Liu, Dan Zeng, Shuicheng Yan, Meng Wang
2019	A*	`conf`	Graph-Based Global Reasoning Networks. CVPR Yunpeng Chen, Marcus Rohrbach, Zhicheng Yan, Shuicheng Yan, Jiashi Feng, Yannis Kalantidis
2019	J	`jnl`	Hierarchical Contextual Refinement Networks for Human Pose Estimation. IEEE Trans. Image Process. Xuecheng Nie, Jiashi Feng, Junliang Xing, Shengtao Xiao, Shuicheng Yan
2019	J	`jnl`	Joint Label Prediction based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation. CoRR Zhao Zhang, Yan Zhang, Guangcan Liu, Jinhui Tang, Shuicheng Yan, Meng Wang
2019	J	`jnl`	Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning. CoRR Zhao Zhang, Jiahuan Ren, Weiming Jiang, Zheng Zhang, Richang Hong, Shuicheng Yan, Meng Wang
2019	J	`jnl`	Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier. CoRR Zhao Zhang, Weiming Jiang, Jie Qin, Li Zhang, Fanzhang Li, Min Zhang, Shuicheng Yan
2019	J	`jnl`	Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification. CoRR Zhao Zhang, Lei Jia, Mingbo Zhao, Guangcan Liu, Meng Wang, Shuicheng Yan
2019	J	`jnl`	Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification. IEEE Trans. Big Data Zhao Zhang, Lei Jia, Mingbo Zhao, Guangcan Liu, Meng Wang, Shuicheng Yan
2019	J	`jnl`	Learning Hybrid Representation by Robust Dictionary Learning in Factorized Compressed Space. CoRR Jiahuan Ren, Zhao Zhang, Sheng Li, Yang Wang, Guangcan Liu, Shuicheng Yan, Meng Wang
2019	A*	`conf`	Look across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition. AAAI Jian Zhao, Yu Cheng, Yi Cheng, Yang Yang, Fang Zhao, Jianshu Li, Hengzhu Liu, Shuicheng Yan, Jiashi Feng
2019	A*	`conf`	Multi-Prototype Networks for Unconstrained Set-based Face Recognition. IJCAI Jian Zhao, Jianshu Li, Xiaoguang Tu, Fang Zhao, Yuan Xin, Junliang Xing, Hengzhu Liu, Shuicheng Yan, Jiashi Feng
2019	J	`jnl`	Multi-Prototype Networks for Unconstrained Set-based Face Recognition. CoRR Jian Zhao, Jianshu Li, Xiaoguang Tu, Fang Zhao, Yuan Xin, Junliang Xing, Hengzhu Liu, Shuicheng Yan, Jiashi Feng
2019	J	`jnl`	Multilayer Collaborative Low-Rank Coding Network for Robust Deep Subspace Discovery. CoRR Xianzhen Li, Zhao Zhang, Yang Wang, Guangcan Liu, Shuicheng Yan, Meng Wang
2019	J	`jnl`	Online Robust Low-Rank Tensor Modeling for Streaming Data Analysis. IEEE Trans. Neural Networks Learn. Syst. Ping Li, Jiashi Feng, Xiaojie Jin, Luming Zhang, Xianghua Xu, Shuicheng Yan
2019	J	`jnl`	PSGAN: Pose-Robust Spatial-Aware GAN for Customizable Makeup Transfer. CoRR Wentao Jiang, Si Liu, Chen Gao, Jie Cao, Ran He, Jiashi Feng, Shuicheng Yan
2019	J	`jnl`	RC-DARTS: Resource Constrained Differentiable Architecture Search. CoRR Xiaojie Jin, Jiang Wang, Joshua Slocum, Ming-Hsuan Yang, Shengyang Dai, Shuicheng Yan, Jiashi Feng
2019	J	`jnl`	Recurrent Face Aging with Hierarchical AutoRegressive Memory. IEEE Trans. Pattern Anal. Mach. Intell. Wei Wang, Yan Yan, Zhen Cui, Jiashi Feng, Shuicheng Yan, Nicu Sebe
2019	J	`jnl`	Recurrent Shape Regression. IEEE Trans. Pattern Anal. Mach. Intell. Zhen Cui, Shengtao Xiao, Zhiheng Niu, Shuicheng Yan, Wenming Zheng
2019	J	`jnl`	Revisiting Jump-Diffusion Process for Visual Tracking: A Reinforcement Learning Approach. IEEE Trans. Circuits Syst. Video Technol. Xiaobai Liu, Qian Xu, Thuan Chau, Yadong Mu, Lei Zhu, Shuicheng Yan
2019	J	`jnl`	Robust Unsupervised Flexible Auto-weighted Local-Coordinate Concept Factorization for Image Clustering. CoRR Zhao Zhang, Yan Zhang, Sheng Li, Guangcan Liu, Meng Wang, Shuicheng Yan
2019	Misc	`conf`	Robust Unsupervised Flexible Auto-weighted Local-coordinate Concept Factorization for Image Clustering. ICASSP Zhao Zhang, Yan Zhang, Sheng Li, Guangcan Liu, Meng Wang, Shuicheng Yan
2019	A*	`conf`	Single-Stage Multi-Person Pose Machines. ICCV Xuecheng Nie, Jiashi Feng, Jianfeng Zhang, Shuicheng Yan
2019	J	`jnl`	Single-Stage Multi-Person Pose Machines. CoRR Xuecheng Nie, Jianfeng Zhang, Shuicheng Yan, Jiashi Feng
2019	J	`jnl`	Subspace Clustering by Block Diagonal Representation. IEEE Trans. Pattern Anal. Mach. Intell. Canyi Lu, Jiashi Feng, Zhouchen Lin, Tao Mei, Shuicheng Yan
2019	A	`conf`	Task Relation Networks. WACV Jianshu Li, Pan Zhou, Yunpeng Chen, Jian Zhao, Sujoy Roy, Shuicheng Yan, Jiashi Feng, Terence Sim
2019	J	`jnl`	Toward a Comprehensive Face Detector in the Wild. IEEE Trans. Circuits Syst. Video Technol. Jianshu Li, Luoqi Liu, Jianan Li, Jiashi Feng, Shuicheng Yan, Terence Sim
2019	J	`jnl`	UP-CNN: Un-pooling augmented convolutional neural network. Pattern Recognit. Lett. Chunyan Xu, Jian Yang, Hanjiang Lai, Junbin Gao, Linlin Shen, Shuicheng Yan
2019	J	`jnl`	Unsupervised Nonnegative Adaptive Feature Extraction for Data Representation. IEEE Trans. Knowl. Data Eng. Yan Zhang, Zhao Zhang, Sheng Li, Jie Qin, Guangcan Liu, Meng Wang, Shuicheng Yan
2019	A*	`conf`	Very Long Natural Scenery Image Prediction by Outpainting. ICCV Zongxin Yang, Jian Dong, Ping Liu, Yi Yang, Shuicheng Yan
2019	J	`jnl`	Very Long Natural Scenery Image Prediction by Outpainting. CoRR Zongxin Yang, Jian Dong, Ping Liu, Yi Yang, Shuicheng Yan
2019	—	`ed.`	Video Analytics. Face and Facial Expression Recognition - Third International Workshop, FFER 2018, and Second International Workshop, DLPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers FFER/DLPR@ICPR Xiang Bai, Yi Fang, Yangqing Jia, Meina Kan, Shiguang Shan, Chunhua Shen, Jingdong Wang, Gui-Song Xia, Shuicheng Yan, Zhaoxiang Zhang, Kamal Nasrollahi, Gang Hua, Thomas B. Moeslund, Qiang Ji
2018	A*	`conf`	3D-Aided Deep Pose-Invariant Face Recognition. IJCAI Jian Zhao, Lin Xiong, Yu Cheng, Yi Cheng, Jianshu Li, Li Zhou, Yan Xu, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng
2018	J	`jnl`	A CoRR Yunpeng Chen, Yannis Kalantidis, Jianshu Li, Shuicheng Yan, Jiashi Feng
2018	J	`jnl`	A Unified Alternating Direction Method of Multipliers by Majorization Minimization. IEEE Trans. Pattern Anal. Mach. Intell. Canyi Lu, Jiashi Feng, Shuicheng Yan, Zhouchen Lin
2018	A*	`conf`	A^2-Nets: Double Attention Networks. NeurIPS Yunpeng Chen, Yannis Kalantidis, Jianshu Li, Shuicheng Yan, Jiashi Feng
2018	J	`jnl`	Attentive Systems: A Survey. Int. J. Comput. Vis. Tam V. Nguyen, Qi Zhao, Shuicheng Yan
2018	J	`jnl`	Deep Recurrent Regression for Facial Landmark Detection. IEEE Trans. Circuits Syst. Video Technol. Hanjiang Lai, Shengtao Xiao, Yan Pan, Zhen Cui, Jiashi Feng, Chunyan Xu, Jian Yin, Shuicheng Yan
2018	J	`jnl`	Deep Salient Object Detection With Dense Connections and Distraction Diagnosis. IEEE Trans. Multim. Huaxin Xiao, Jiashi Feng, Yunchao Wei, Maojun Zhang, Shuicheng Yan
2018	—	`conf`	Dynamic Conditional Networks for Few-Shot Learning. ECCV (15) Fang Zhao, Jian Zhao, Shuicheng Yan, Jiashi Feng
2018	A*	`conf`	Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements. IJCAI Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
2018	J	`jnl`	Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements. CoRR Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
2018	J	`jnl`	Face Aging with Contextual Generative Adversarial Nets. CoRR Si Liu, Yao Sun, Defa Zhu, Renda Bao, Wei Wang, Xiangbo Shu, Shuicheng Yan
2018	J	`jnl`	FatRegion: A Fast Adaptive Tree-Structured Region Extraction Approach. IEEE Trans. Circuits Syst. Video Technol. Junliang Xing, Weiming Hu, Haizhou Ai, Shuicheng Yan
2018	J	`jnl`	First-Person Daily Activity Recognition With Manipulated Object Proposals and Non-Linear Feature Fusion. IEEE Trans. Circuits Syst. Video Technol. Meng Wang, Changzhi Luo, Bingbing Ni, Jun Yuan, Jianfeng Wang, Shuicheng Yan
2018	J	`jnl`	Flexible Manifold Learning With Optimal Graph for Image and Video Representation. IEEE Trans. Image Process. Wei Wang, Yan Yan, Feiping Nie, Shuicheng Yan, Nicu Sebe
2018	J	`jnl`	Graph-Based Global Reasoning Networks. CoRR Yunpeng Chen, Marcus Rohrbach, Zhicheng Yan, Shuicheng Yan, Jiashi Feng, Yannis Kalantidis
2018	A*	`conf`	High Resolution Feature Recovering for Accelerating Urban Scene Parsing. IJCAI Rui Zhang, Sheng Tang, Luoqi Liu, Yongdong Zhang, Jintao Li, Shuicheng Yan
2018	J	`jnl`	High-Precision Camera Localization in Scenes with Repetitive Patterns. ACM Trans. Intell. Syst. Technol. Xiaobai Liu, Qian Xu, Yadong Mu, Jiadi Yang, Liang Lin, Shuicheng Yan
2018	A*	`conf`	Human Pose Estimation With Parsing Induced Learner. CVPR Xuecheng Nie, Jiashi Feng, Yiming Zuo, Shuicheng Yan
2018	J	`jnl`	Image Classification With Tailored Fine-Grained Dictionaries. IEEE Trans. Circuits Syst. Video Technol. Xiangbo Shu, Jinhui Tang, Guo-Jun Qi, Zechao Li, Yu-Gang Jiang, Shuicheng Yan
2018	J	`jnl`	Implicit Negative Sub-Categorization and Sink Diversion for Object Detection. IEEE Trans. Image Process. Yu Li, Sheng Tang, Min Lin, Yongdong Zhang, Jintao Li, Shuicheng Yan
2018	J	`jnl`	Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier. IEEE Trans. Neural Networks Learn. Syst. Zhao Zhang, Weiming Jiang, Jie Qin, Li Zhang, Fanzhang Li, Min Zhang, Shuicheng Yan
2018	J	`jnl`	Landmark Free Face Attribute Prediction. IEEE Trans. Image Process. Jianshu Li, Fang Zhao, Jiashi Feng, Sujoy Roy, Shuicheng Yan, Terence Sim
2018	J	`jnl`	Learning Multi-Instance Deep Ranking and Regression Network for Visual House Appraisal. IEEE Trans. Knowl. Data Eng. Xiaobai Liu, Qian Xu, Jingjie Yang, Jacob Thalman, Shuicheng Yan, Jiebo Luo
2018	J	`jnl`	Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Siavash Sakhavi, Cuntai Guan, Shuicheng Yan
2018	A	`conf`	Learning and Thinking Strategy for Training Sequence Generation Models. BMVC Yu Li, Sheng Tang, Min Lin, Junbo Guo, Jintao Li, Shuicheng Yan
2018	J	`jnl`	Learning supervised descent directions for optic disc segmentation. Neurocomputing Annan Li, Zhiheng Niu, Jun Cheng, Fengshou Yin, Damon Wing Kee Wong, Shuicheng Yan, Jiang Liu
2018	J	`jnl`	Learning with rethinking: Recurrently improving convolutional neural networks through feedback. Pattern Recognit. Xin Li, Zequn Jie, Jiashi Feng, Changsong Liu, Shuicheng Yan
2018	J	`jnl`	Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition. CoRR Jian Zhao, Yu Cheng, Yi Cheng, Yang Yang, Haochong Lan, Fang Zhao, Lin Xiong, Yan Xu, Jianshu Li, Sugiri Pranata, Shengmei Shen, Junliang Xing, Hengzhu Liu, Shuicheng Yan, Jiashi Feng
2018	J	`jnl`	Multi-Fiber Networks for Video Recognition. CoRR Yunpeng Chen, Yannis Kalantidis, Jianshu Li, Shuicheng Yan, Jiashi Feng
2018	A*	`conf`	Multi-Human Parsing Machines. ACM Multimedia Jianshu Li, Jian Zhao, Yunpeng Chen, Sujoy Roy, Shuicheng Yan, Jiashi Feng, Terence Sim
2018	A*	`conf`	Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation. CVPR Pengyuan Lyu, Cong Yao, Wenhao Wu, Shuicheng Yan, Xiang Bai
2018	J	`jnl`	Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation. CoRR Pengyuan Lyu, Cong Yao, Wenhao Wu, Shuicheng Yan, Xiang Bai
2018	—	`conf`	Multi-fiber Networks for Video Recognition. ECCV (1) Yunpeng Chen, Yannis Kalantidis, Jianshu Li, Shuicheng Yan, Jiashi Feng
2018	J	`jnl`	Multistage Object Detection With Group Recursive Learning. IEEE Trans. Multim. Jianan Li, Xiaodan Liang, Jianshu Li, Yunchao Wei, Tingfa Xu, Jiashi Feng, Shuicheng Yan
2018	—	`conf`	Mutual Learning to Adapt for Joint Human Parsing and Pose Estimation. ECCV (5) Xuecheng Nie, Jiashi Feng, Shuicheng Yan
2018	A*	`conf`	Neural Style Transfer via Meta Networks. CVPR Falong Shen, Shuicheng Yan, Gang Zeng
2018	A*	`conf`	Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis. AAAI Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
2018	J	`jnl`	Object Proposal Generation With Fully Convolutional Networks. IEEE Trans. Circuits Syst. Video Technol. Zequn Jie, Wen Feng Lu, Siavash Sakhavi, Yunchao Wei, Francis Eng Hock Tay, Shuicheng Yan
2018	J	`jnl`	Personalized Age Progression with Bi-Level Aging Dictionary Learning. IEEE Trans. Pattern Anal. Mach. Intell. Xiangbo Shu, Jinhui Tang, Zechao Li, Hanjiang Lai, Liyan Zhang, Shuicheng Yan
2018	—	`conf`	Pose Partition Networks for Multi-person Pose Estimation. ECCV (5) Xuecheng Nie, Jiashi Feng, Junliang Xing, Shuicheng Yan
2018	J	`jnl`	Proposal-Free Network for Instance-Level Object Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Xiaodan Liang, Liang Lin, Yunchao Wei, Xiaohui Shen, Jianchao Yang, Shuicheng Yan
2018	J	`jnl`	Robust Adaptive Embedded Label Propagation With Weight Learning for Inductive Classification. IEEE Trans. Neural Networks Learn. Syst. Zhao Zhang, Fanzhang Li, Lei Jia, Jie Qin, Li Zhang, Shuicheng Yan
2018	B	`conf`	Robust Discriminative Projective Dictionary Pair Learning by Adaptive Representations. ICPR Yulin Sun, Zhao Zhang, Weiming Jiang, Guangcan Liu, Meng Wang, Shuicheng Yan
2018	J	`jnl`	Robust LSTM-Autoencoders for Face De-Occlusion in the Wild. IEEE Trans. Image Process. Fang Zhao, Jiashi Feng, Jian Zhao, Wenhan Yang, Shuicheng Yan
2018	B	`conf`	Robust Locality-Constrained Label Consistent K-SVD by Joint Sparse Embedding. ICPR Zhao Zhang, Weiming Jiang, Sheng Li, Jie Qin, Guangcan Liu, Shuicheng Yan
2018	B	`conf`	Robust Projective Low-Rank and Sparse Representation by Robust Dictionary Learning. ICPR Jiahuan Ren, Zhao Zhang, Sheng Li, Guangcan Liu, Meng Wang, Shuicheng Yan
2018	J	`jnl`	SRNN: Self-regularized neural network. Neurocomputing Chunyan Xu, Jian Yang, Junbin Gao, Hanjiang Lai, Shuicheng Yan
2018	J	`jnl`	Scale-Aware Fast R-CNN for Pedestrian Detection. IEEE Trans. Multim. Jianan Li, Xiaodan Liang, Shengmei Shen, Tingfa Xu, Jiashi Feng, Shuicheng Yan
2018	A*	`conf`	Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks. IJCAI Yunpeng Chen, Xiaojie Jin, Bingyi Kang, Jiashi Feng, Shuicheng Yan
2018	A*	`conf`	Style Separation and Synthesis via Generative Adversarial Networks. ACM Multimedia Rui Zhang, Sheng Tang, Yu Li, Junbo Guo, Yongdong Zhang, Jintao Li, Shuicheng Yan
2018	J	`jnl`	Style Separation and Synthesis via Generative Adversarial Networks. CoRR Rui Zhang, Sheng Tang, Yu Li, Junbo Guo, Yongdong Zhang, Jintao Li, Shuicheng Yan
2018	J	`jnl`	Subspace Clustering by Block Diagonal Representation. CoRR Canyi Lu, Jiashi Feng, Zhouchen Lin, Tao Mei, Shuicheng Yan
2018	J	`jnl`	Tensor Robust Principal Component Analysis with A New Tensor Nuclear Norm. CoRR Canyi Lu, Jiashi Feng, Yudong Chen, Wei Liu, Zhouchen Lin, Shuicheng Yan
2018	A*	`conf`	Towards Pose Invariant Face Recognition in the Wild. CVPR Jian Zhao, Yu Cheng, Yan Xu, Lin Xiong, Jianshu Li, Fang Zhao, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng
2018	J	`jnl`	Towards Robust and Accurate Multi-View and Partially-Occluded Face Alignment. IEEE Trans. Pattern Anal. Mach. Intell. Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Xi Zhou, Shuicheng Yan
2018	A*	`conf`	Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing. ACM Multimedia Jian Zhao, Jianshu Li, Yu Cheng, Terence Sim, Shuicheng Yan, Jiashi Feng
2018	J	`jnl`	Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing. CoRR Jian Zhao, Jianshu Li, Yu Cheng, Li Zhou, Terence Sim, Shuicheng Yan, Jiashi Feng
2018	J	`jnl`	Video super-resolution based on spatial-temporal recurrent residual networks. Comput. Vis. Image Underst. Wenhan Yang, Jiashi Feng, Guo-Sen Xie, Jiaying Liu, Zongming Guo, Shuicheng Yan
2018	J	`jnl`	Video-Based Person Re-Identification With Accumulative Motion Context. IEEE Trans. Circuits Syst. Video Technol. Hao Liu, Zequn Jie, Jayashree Karlekar, Meibin Qi, Jianguo Jiang, Shuicheng Yan, Jiashi Feng
2018	A*	`conf`	WSNet: Compact and Efficient Networks Through Weight Sampling. ICML Xiaojie Jin, Yingzhen Yang, Ning Xu, Jianchao Yang, Nebojsa Jojic, Jiashi Feng, Shuicheng Yan
2017	—	`conf`	3D-Assisted Coarse-to-Fine Extreme-Pose Facial Landmark Detection. CVPR Workshops Shengtao Xiao, Jianshu Li, Yunpeng Chen, Zhecan Wang, Jiashi Feng, Shuicheng Yan, Ashraf A. Kassim
2017	J	`jnl`	A survey on deep learning-based fine-grained object classification and semantic segmentation. Int. J. Autom. Comput. Bo Zhao, Jiashi Feng, Xiao Wu, Shuicheng Yan
2017	J	`jnl`	Attentive Contexts for Object Detection. IEEE Trans. Multim. Jianan Li, Yunchao Wei, Xiaodan Liang, Jian Dong, Tingfa Xu, Jiashi Feng, Shuicheng Yan
2017	J	`jnl`	BT-Nets: Simplifying Deep Neural Networks via Block Term Decomposition. CoRR Guangxi Li, Jinmian Ye, Haiqin Yang, Di Chen, Shuicheng Yan, Zenglin Xu
2017	J	`jnl`	Cross-Modal Retrieval With CNN Visual Features: A New Baseline. IEEE Trans. Cybern. Yunchao Wei, Yao Zhao, Canyi Lu, Shikui Wei, Luoqi Liu, Zhenfeng Zhu, Shuicheng Yan
2017	J	`jnl`	Cross-Scale Cost Aggregation for Stereo Matching. IEEE Trans. Circuits Syst. Video Technol. Kang Zhang, Yuqiang Fang, Dongbo Min, Lifeng Sun, Shiqiang Yang, Shuicheng Yan
2017	J	`jnl`	Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution. IEEE Trans. Image Process. Wenhan Yang, Jiashi Feng, Jianchao Yang, Fang Zhao, Jiaying Liu, Zongming Guo, Shuicheng Yan
2017	A*	`conf`	Deep Joint Rain Detection and Removal from a Single Image. CVPR Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan
2017	J	`jnl`	Deep Sparse Subspace Clustering. CoRR Xi Peng, Jiashi Feng, Shijie Xiao, Jiwen Lu, Zhang Yi, Shuicheng Yan
2017	J	`jnl`	Discriminative Similarity for Clustering and Semi-Supervised Learning. CoRR Yingzhen Yang, Feng Liang, Nebojsa Jojic, Shuicheng Yan, Jiashi Feng, Thomas S. Huang
2017	J	`jnl`	Discriminative sparse flexible manifold embedding with novel graph for robust visual representation and label propagation. Pattern Recognit. Zhao Zhang, Yan Zhang, Fanzhang Li, Ming-Bo Zhao, Li Zhang, Shuicheng Yan
2017	J	`jnl`	Diversified Visual Attention Networks for Fine-Grained Object Classification. IEEE Trans. Multim. Bo Zhao, Xiao Wu, Jiashi Feng, Qiang Peng, Shuicheng Yan
2017	—	`conf`	Dual Path Networks. NIPS Yunpeng Chen, Jianan Li, Huaxin Xiao, Xiaojie Jin, Shuicheng Yan, Jiashi Feng
2017	J	`jnl`	Dual Path Networks. CoRR Yunpeng Chen, Jianan Li, Huaxin Xiao, Xiaojie Jin, Shuicheng Yan, Jiashi Feng
2017	—	`conf`	Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis. NIPS Jian Zhao, Lin Xiong, Jayashree Karlekar, Jianshu Li, Fang Zhao, Zhecan Wang, Sugiri Pranata, Shengmei Shen, Shuicheng Yan, Jiashi Feng
2017	J	`jnl`	Editorial- Deep Learning for Computer Vision. Comput. Vis. Image Underst. Ross B. Girshick, Iasonas Kokkinos, Ivan Laptev, Jitendra Malik, George Papandreou, Andrea Vedaldi, Xiaogang Wang, Shuicheng Yan, Alan L. Yuille
2017	J	`jnl`	End-to-End Comparative Attention Networks for Person Re-Identification. IEEE Trans. Image Process. Hao Liu, Jiashi Feng, Meibin Qi, Jianguo Jiang, Shuicheng Yan
2017	—	`conf`	Estimation of Affective Level in the Wild with Multiple Memory Networks. CVPR Workshops Jianshu Li, Yunpeng Chen, Shengtao Xiao, Jian Zhao, Sujoy Roy, Jiashi Feng, Shuicheng Yan, Terence Sim
2017	J	`jnl`	Event Classification in Microblogs via Social Tracking. ACM Trans. Intell. Syst. Technol. Yue Gao, Hanwang Zhang, Xibin Zhao, Shuicheng Yan
2017	A*	`conf`	Face Aging with Contextual Generative Adversarial Nets. ACM Multimedia Si Liu, Yao Sun, Defa Zhu, Renda Bao, Wei Wang, Xiangbo Shu, Shuicheng Yan
2017	J	`jnl`	Facial Age Estimation With Age Difference. IEEE Trans. Image Process. Zhenzhen Hu, Yonggang Wen, Jianfeng Wang, Meng Wang, Richang Hong, Shuicheng Yan
2017	A*	`conf`	FoveaNet: Perspective-Aware Urban Scene Parsing. ICCV Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng
2017	J	`jnl`	FoveaNet: Perspective-aware Urban Scene Parsing. CoRR Xin Li, Zequn Jie, Wei Wang, Changsong Liu, Jimei Yang, Xiaohui Shen, Zhe Lin, Qiang Chen, Shuicheng Yan, Jiashi Feng
2017	J	`jnl`	Generative Partition Networks for Multi-Person Pose Estimation. CoRR Xuecheng Nie, Jiashi Feng, Junliang Xing, Shuicheng Yan
2017	A*	`conf`	Global-residual and Local-boundary Refinement Networks for Rectifying Scene Parsing Predictions. IJCAI Rui Zhang, Sheng Tang, Min Lin, Jintao Li, Shuicheng Yan
2017	J	`jnl`	HashGAN: Attention-aware Deep Adversarial Hashing for Cross Modal Retrieval. CoRR Xi Zhang, Siyu Zhou, Jiashi Feng, Hanjiang Lai, Bo Li, Yan Pan, Jian Yin, Shuicheng Yan
2017	J	`jnl`	Human Parsing with Contextualized Convolutional Neural Network. IEEE Trans. Pattern Anal. Mach. Intell. Xiaodan Liang, Chunyan Xu, Xiaohui Shen, Jianchao Yang, Jinhui Tang, Liang Lin, Shuicheng Yan
2017	J	`jnl`	Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. Guo-Sen Xie, Xu-Yao Zhang, Shuicheng Yan, Cheng-Lin Liu
2017	A*	`conf`	Integrated Face Analytics Networks through Cross-Dataset Hybrid Training. ACM Multimedia Jianshu Li, Shengtao Xiao, Fang Zhao, Jian Zhao, Jianan Li, Jiashi Feng, Shuicheng Yan, Terence Sim
2017	J	`jnl`	Integrated Face Analytics Networks through Cross-Dataset Hybrid Training. CoRR Jianshu Li, Shengtao Xiao, Fang Zhao, Jian Zhao, Jianan Li, Jiashi Feng, Shuicheng Yan, Terence Sim
2017	A*	`conf`	Interpretable Structure-Evolving LSTM. CVPR Xiaodan Liang, Liang Lin, Xiaohui Shen, Jiashi Feng, Shuicheng Yan, Eric P. Xing
2017	J	`jnl`	Interpretable Structure-Evolving LSTM. CoRR Xiaodan Liang, Liang Lin, Xiaohui Shen, Jiashi Feng, Shuicheng Yan, Eric P. Xing
2017	J	`jnl`	LG-CNN: From local parts to global discrimination for fine-grained recognition. Pattern Recognit. Guo-Sen Xie, Xu-Yao Zhang, Wenhan Yang, Mingliang Xu, Shuicheng Yan, Cheng-Lin Liu
2017	J	`jnl`	Layerwise Class-Aware Convolutional Neural Network. IEEE Trans. Circuits Syst. Video Technol. Zhen Cui, Zhiheng Niu, Luoqi Liu, Shuicheng Yan
2017	J	`jnl`	Learning Object Detectors from Scratch with Gated Recurrent Feature Pyramids. CoRR Zhiqiang Shen, Honghui Shi, Rogério Schmidt Feris, Liangliang Cao, Shuicheng Yan, Ding Liu, Xinchao Wang, Xiangyang Xue, Thomas S. Huang
2017	J	`jnl`	Learning to Segment Human by Watching YouTube. CoRR Xiaodan Liang, Yunchao Wei, Liang Lin, Yunpeng Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan
2017	J	`jnl`	Learning to Segment Human by Watching YouTube. IEEE Trans. Pattern Anal. Mach. Intell. Xiaodan Liang, Yunchao Wei, Liang Lin, Yunpeng Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan
2017	J	`jnl`	Learning with Rethinking: Recurrently Improving Convolutional Neural Networks through Feedback. CoRR Xin Li, Zequn Jie, Jiashi Feng, Changsong Liu, Shuicheng Yan
2017	A	`conf`	Marginalized CNN: Learning Deep Invariant Representations. BMVC Jian Zhao, Jianshu Li, Fang Zhao, Xuecheng Nie, Yunpeng Chen, Shuicheng Yan, Jiashi Feng
2017	A*	`conf`	Memory-Augmented Attribute Manipulation Networks for Interactive Fashion Search. CVPR Bo Zhao, Jiashi Feng, Xiao Wu, Shuicheng Yan
2017	J	`jnl`	Meta Networks for Neural Style Transfer. CoRR Falong Shen, Shuicheng Yan, Gang Zeng
2017	A*	`conf`	More is Less: A More Complicated Network with Less Inference Complexity. CVPR Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan
2017	J	`jnl`	More is Less: A More Complicated Network with Less Inference Complexity. CoRR Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan
2017	A*	`conf`	Multi-Path Feedback Recurrent Neural Networks for Scene Parsing. AAAI Xiaojie Jin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan
2017	A*	`conf`	Neural Person Search Machines. ICCV Hao Liu, Jiashi Feng, Zequn Jie, Jayashree Karlekar, Bo Zhao, Meibin Qi, Jianguo Jiang, Shuicheng Yan
2017	J	`jnl`	Neural Person Search Machines. CoRR Hao Liu, Jiashi Feng, Zequn Jie, Jayashree Karlekar, Bo Zhao, Meibin Qi, Jianguo Jiang, Shuicheng Yan
2017	J	`jnl`	Nonconvex Sparse Spectral Clustering by Alternating Direction Method of Multipliers and Its Convergence Analysis. CoRR Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
2017	A*	`conf`	Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach. CVPR Yunchao Wei, Jiashi Feng, Xiaodan Liang, Ming-Ming Cheng, Yao Zhao, Shuicheng Yan
2017	J	`jnl`	Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach. CoRR Yunchao Wei, Jiashi Feng, Xiaodan Liang, Ming-Ming Cheng, Yao Zhao, Shuicheng Yan
2017	A*	`conf`	Online Robust Low-Rank Tensor Learning. IJCAI Ping Li, Jiashi Feng, Xiaojie Jin, Luming Zhang, Xianghua Xu, Shuicheng Yan
2017	A*	`conf`	Perceptual Generative Adversarial Networks for Small Object Detection. CVPR Jianan Li, Xiaodan Liang, Yunchao Wei, Tingfa Xu, Jiashi Feng, Shuicheng Yan
2017	J	`jnl`	Perceptual Generative Adversarial Networks for Small Object Detection. CoRR Jianan Li, Xiaodan Liang, Yunchao Wei, Tingfa Xu, Jiashi Feng, Shuicheng Yan
2017	J	`jnl`	Personalized Age Progression with Bi-level Aging Dictionary Learning. CoRR Xiangbo Shu, Jinhui Tang, Zechao Li, Hanjiang Lai, Liyan Zhang, Shuicheng Yan
2017	J	`jnl`	Personalized and Occupational-aware Age Progression by Generative Adversarial Networks. CoRR Siyu Zhou, Weiqiang Zhao, Jiashi Feng, Hanjiang Lai, Yan Pan, Jian Yin, Shuicheng Yan
2017	—	`conf`	Predicting Scene Parsing and Motion Dynamics in the Future. NIPS Xiaojie Jin, Huaxin Xiao, Xiaohui Shen, Jimei Yang, Zhe Lin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan
2017	J	`jnl`	Predicting Scene Parsing and Motion Dynamics in the Future. CoRR Xiaojie Jin, Huaxin Xiao, Xiaohui Shen, Jimei Yang, Zhe Lin, Yunpeng Chen, Zequn Jie, Jiashi Feng, Shuicheng Yan
2017	A*	`ed.`	Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017 ACM Multimedia Qiong Liu, Rainer Lienhart, Haohong Wang, Sheng-Wei "Kuan-Ta" Chen, Susanne Boll, Yi-Ping Phoebe Chen, Gerald Friedland, Jia Li, Shuicheng Yan
2017	A*	`conf`	Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection. ICCV Shengtao Xiao, Jiashi Feng, Luoqi Liu, Xuecheng Nie, Wei Wang, Shuicheng Yan, Ashraf A. Kassim
2017	J	`jnl`	Robust Alternating Low-Rank Representation by joint Lp- and L2, p-norm minimization. Neural Networks Zhao Zhang, Mingbo Zhao, Fanzhang Li, Li Zhang, Shuicheng Yan
2017	J	`jnl`	Robust Neighborhood Preserving Projection by Nuclear/L2, 1-Norm Regularization for Image Feature Extraction. IEEE Trans. Image Process. Zhao Zhang, Fanzhang Li, Mingbo Zhao, Li Zhang, Shuicheng Yan
2017	—	`conf`	Robust Projective Dictionary Learning by Joint Label Embedding and Classification. ICDM Workshops Weiming Jiang, Zhao Zhang, Jie Qin, Mingbo Zhao, Fanzhang Li, Shuicheng Yan
2017	J	`jnl`	SDE: A Novel Selective, Discriminative and Equalizing Feature Representation for Visual Recognition. Int. J. Comput. Vis. Guo-Sen Xie, Xu-Yao Zhang, Shuicheng Yan, Cheng-Lin Liu
2017	J	`jnl`	STC: A Simple to Complex Framework for Weakly-Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Yunchao Wei, Xiaodan Liang, Yunpeng Chen, Xiaohui Shen, Ming-Ming Cheng, Jiashi Feng, Yao Zhao, Shuicheng Yan
2017	A*	`conf`	Scale-Adaptive Convolutions for Scene Parsing. ICCV Rui Zhang, Sheng Tang, Yongdong Zhang, Jintao Li, Shuicheng Yan
2017	—	`conf`	Self-Supervised Neural Aggregation Networks for Human Parsing. CVPR Workshops Jian Zhao, Jianshu Li, Xuecheng Nie, Fang Zhao, Yunpeng Chen, Zhecan Wang, Jiashi Feng, Shuicheng Yan
2017	A*	`conf`	Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF. CVPR Falong Shen, Rui Gan, Shuicheng Yan, Gang Zeng
2017	J	`jnl`	Sharing Residual Units Through Collective Tensor Factorization in Deep Neural Networks. CoRR Yunpeng Chen, Xiaojie Jin, Bingyi Kang, Jiashi Feng, Shuicheng Yan
2017	J	`jnl`	Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization. CoRR Canyi Lu, Jiashi Feng, Yudong Chen, Wei Liu, Zhouchen Lin, Shuicheng Yan
2017	A*	`conf`	Time Traveler: A Real-time Face Aging System. ACM Multimedia Lejian Ren, Si Liu, Yao Sun, Jian Dong, Luoqi Liu, Shuicheng Yan
2017	A*	`conf`	Training Group Orthogonal Neural Networks with Privileged Information. IJCAI Yunpeng Chen, Xiaojie Jin, Jiashi Feng, Shuicheng Yan
2017	J	`jnl`	Training Group Orthogonal Neural Networks with Privileged Information. CoRR Yunpeng Chen, Xiaojie Jin, Jiashi Feng, Shuicheng Yan
2017	J	`jnl`	Tree-Structured Reinforcement Learning for Sequential Object Localization. CoRR Zequn Jie, Xiaodan Liang, Jiashi Feng, Xiaojie Jin, Wen Feng Lu, Shuicheng Yan
2017	J	`jnl`	Tri-Clustered Tensor Completion for Social-Aware Image Tag Refinement. IEEE Trans. Pattern Anal. Mach. Intell. Jinhui Tang, Xiangbo Shu, Guo-Jun Qi, Zechao Li, Meng Wang, Shuicheng Yan, Ramesh C. Jain
2017	A*	`conf`	Video Scene Parsing with Predictive Feature Learning. ICCV Xiaojie Jin, Xin Li, Huaxin Xiao, Xiaohui Shen, Zhe Lin, Jimei Yang, Yunpeng Chen, Jian Dong, Luoqi Liu, Zequn Jie, Jiashi Feng, Shuicheng Yan
2017	J	`jnl`	Video-based Person Re-identification with Accumulative Motion Context. CoRR Hao Liu, Zequn Jie, Jayashree Karlekar, Meibin Qi, Jianguo Jiang, Shuicheng Yan, Jiashi Feng
2017	J	`jnl`	Visual Classification of Furniture Styles. ACM Trans. Intell. Syst. Technol. Zhenzhen Hu, Yonggang Wen, Luoqi Liu, Jianguo Jiang, Richang Hong, Meng Wang, Shuicheng Yan
2017	J	`jnl`	WSNet: Compact and Efficient Networks with Weight Sampling. CoRR Xiaojie Jin, Yingzhen Yang, Ning Xu, Jianchao Yang, Jiashi Feng, Shuicheng Yan
2017	J	`jnl`	Weaving Multi-scale Context for Single Shot Detector. CoRR Yunpeng Chen, Jianshu Li, Bin Zhou, Jiashi Feng, Shuicheng Yan
2016	J	`jnl`	A Deterministic Analysis for LRR. IEEE Trans. Pattern Anal. Mach. Intell. Guangcan Liu, Huan Xu, Jinhui Tang, Qingshan Liu, Shuicheng Yan
2016	J	`jnl`	A Focused Dynamic Attention Model for Visual Question Answering. CoRR Ilija Ilievski, Shuicheng Yan, Jiashi Feng
2016	A*	`conf`	A Live Face Swapper. ACM Multimedia Shengtao Xiao, Luoqi Liu, Xuecheng Nie, Jiashi Feng, Ashraf A. Kassim, Shuicheng Yan
2016	J	`jnl`	A Unified Alternating Direction Method of Multipliers by Majorization Minimization. CoRR Canyi Lu, Jiashi Feng, Shuicheng Yan, Zhouchen Lin
2016	J	`jnl`	Attentive Contexts for Object Detection. CoRR Jianan Li, Yunchao Wei, Xiaodan Liang, Jian Dong, Tingfa Xu, Jiashi Feng, Shuicheng Yan
2016	J	`jnl`	Cast2Face: Assigning Character Names Onto Faces in Movie With Actor-Character Correspondence. IEEE Trans. Circuits Syst. Video Technol. Guangyu Gao, Mengdi Xu, Jialie Shen, Huadong Ma, Shuicheng Yan
2016	J	`jnl`	Clothes Co-Parsing Via Joint Image Segmentation and Labeling With Application to Clothing Retrieval. IEEE Trans. Multim. Xiaodan Liang, Liang Lin, Wei Yang, Ping Luo, Junshi Huang, Shuicheng Yan
2016	J	`jnl`	Clothing Cosegmentation for Shopping Images With Cluttered Background. IEEE Trans. Multim. Bo Zhao, Xiao Wu, Qiang Peng, Shuicheng Yan
2016	—	`conf`	Collaborative Layer-Wise Discriminative Learning in Deep Neural Networks. ECCV (7) Xiaojie Jin, Yunpeng Chen, Jian Dong, Jiashi Feng, Shuicheng Yan
2016	J	`jnl`	Collaborative Layer-wise Discriminative Learning in Deep Neural Networks. CoRR Xiaojie Jin, Yunpeng Chen, Jian Dong, Jiashi Feng, Shuicheng Yan
2016	—	`conf`	Computational Face Reader. MMM (1) Xiangbo Shu, Liyan Zhang, Jinhui Tang, Guo-Sen Xie, Shuicheng Yan
2016	J	`jnl`	Convex Sparse Spectral Clustering: Single-View to Multi-View. IEEE Trans. Image Process. Canyi Lu, Shuicheng Yan, Zhouchen Lin
2016	J	`jnl`	Convolutional Fusion Network for Face Verification in the Wild. IEEE Trans. Circuits Syst. Video Technol. Chao Xiong, Luoqi Liu, Xiaowei Zhao, Shuicheng Yan, Tae-Kyun Kim
2016	J	`jnl`	Deep Aging Face Verification With Large Gaps. IEEE Trans. Multim. Luoqi Liu, Chao Xiong, Hanwang Zhang, Zhiheng Niu, Meng Wang, Shuicheng Yan
2016	J	`jnl`	Deep Edge Guided Recurrent Residual Learning for Image Super-Resolution. CoRR Wenhan Yang, Jiashi Feng, Jianchao Yang, Fang Zhao, Jiaying Liu, Zongming Guo, Shuicheng Yan
2016	A*	`conf`	Deep Learning with S-Shaped Rectified Linear Activation Units. AAAI Xiaojie Jin, Chunyan Xu, Jiashi Feng, Yunchao Wei, Junjun Xiong, Shuicheng Yan
2016	J	`jnl`	Deep Relative Attributes. IEEE Trans. Multim. Xiaoshan Yang, Tianzhu Zhang, Changsheng Xu, Shuicheng Yan, M. Shamim Hossain, Ahmed Ghoneim
2016	J	`jnl`	Diversified Visual Attention Networks for Fine-Grained Object Classification. CoRR Bo Zhao, Xiao Wu, Jiashi Feng, Qiang Peng, Shuicheng Yan
2016	J	`jnl`	Dual Low-Rank Pursuit: Learning Salient Features for Saliency Detection. IEEE Trans. Neural Networks Learn. Syst. Congyan Lang, Jiashi Feng, Songhe Feng, Jingdong Wang, Shuicheng Yan
2016	J	`jnl`	End-to-End Comparative Attention Networks for Person Re-identification. CoRR Hao Liu, Jiashi Feng, Meibin Qi, Jianguo Jiang, Shuicheng Yan
2016	J	`jnl`	Event-based media processing and analysis: A survey of the literature. Image Vis. Comput. Christos Tzelepis, Zhigang Ma, Vasileios Mezaris, Bogdan Ionescu, Ioannis Kompatsiaris, Giulia Boato, Nicu Sebe, Shuicheng Yan
2016	A*	`conf`	Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting. AAAI Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan
2016	J	`jnl`	HCP: A Flexible CNN Framework for Multi-Label Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. Yunchao Wei, Wei Xia, Min Lin, Junshi Huang, Bingbing Ni, Jian Dong, Yao Zhao, Shuicheng Yan
2016	J	`jnl`	Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation. CoRR Guo-Sen Xie, Xu-Yao Zhang, Shuicheng Yan, Cheng-Lin Liu
2016	J	`jnl`	Image Classification by Selective Regularized Subspace Learning. IEEE Trans. Multim. Changzhi Luo, Bingbing Ni, Shuicheng Yan, Meng Wang
2016	J	`jnl`	Instance-Aware Hashing for Multi-Label Image Retrieval. CoRR Hanjiang Lai, Pan Yan, Xiangbo Shu, Yunchao Wei, Shuicheng Yan
2016	J	`jnl`	Instance-Aware Hashing for Multi-Label Image Retrieval. IEEE Trans. Image Process. Hanjiang Lai, Pan Yan, Xiangbo Shu, Yunchao Wei, Shuicheng Yan
2016	J	`jnl`	Joint Low-Rank and Sparse Principal Feature Coding for Enhanced Robust Representation and Visual Classification. IEEE Trans. Image Process. Zhao Zhang, Fanzhang Li, Ming-Bo Zhao, Li Zhang, Shuicheng Yan
2016	J	`jnl`	Joint Rain Detection and Removal via Iterative Region Dependent Multi-Task Learning. CoRR Wenhan Yang, Robby T. Tan, Jiashi Feng, Jiaying Liu, Zongming Guo, Shuicheng Yan
2016	C	`conf`	Keynotes: Deep learning for visual understanding: Effectiveness vs. efficiency. VCIP Shuicheng Yan
2016	J	`jnl`	Kinship-Guided Age Progression. Pattern Recognit. Xiangbo Shu, Jinhui Tang, Hanjiang Lai, Zhiheng Niu, Shuicheng Yan
2016	J	`jnl`	Learning of Multimodal Representations With Random Walks on the Click Graph. IEEE Trans. Image Process. Fei Wu, Xinyan Lu, Jun Song, Shuicheng Yan, Zhongfei (Mark) Zhang, Yong Rui, Yueting Zhuang
2016	J	`jnl`	Learning to segment with image-level annotations. Pattern Recognit. Yunchao Wei, Xiaodan Liang, Yunpeng Chen, Zequn Jie, Yanhui Xiao, Yao Zhao, Shuicheng Yan
2016	J	`jnl`	Modality-Dependent Cross-Media Retrieval. ACM Trans. Intell. Syst. Technol. Yunchao Wei, Yao Zhao, Zhenfeng Zhu, Shikui Wei, Yanhui Xiao, Jiashi Feng, Shuicheng Yan
2016	J	`jnl`	Multi-Path Feedback Recurrent Neural Network for Scene Parsing. CoRR Xiaojie Jin, Yunpeng Chen, Jiashi Feng, Zequn Jie, Shuicheng Yan
2016	J	`jnl`	Multi-loss Regularized Deep Neural Network. IEEE Trans. Circuits Syst. Video Technol. Chunyan Xu, Canyi Lu, Xiaodan Liang, Junbin Gao, Wei Zheng, Tianjiang Wang, Shuicheng Yan
2016	J	`jnl`	Multi-stage Object Detection with Group Recursive Learning. CoRR Jianan Li, Xiaodan Liang, Jianshu Li, Tingfa Xu, Jiashi Feng, Shuicheng Yan
2016	J	`jnl`	Multitask Low-Rank Affinity Graph for Image Segmentation and Image Annotation. ACM Trans. Intell. Syst. Technol. Teng Li, Bin Cheng, Bingbing Ni, Guangchan Liu, Shuicheng Yan
2016	J	`jnl`	NUS-PRO: A New Visual Tracking Challenge. IEEE Trans. Pattern Anal. Mach. Intell. Annan Li, Min Lin, Yi Wu, Ming-Hsuan Yang, Shuicheng Yan
2016	J	`jnl`	Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted Nuclear Norm. IEEE Trans. Image Process. Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin
2016	B	`conf`	Nuclear-norm regularized neighborhood preserving projection. ICIP Zhao Zhang, Fanzhang Li, Mingbo Zhao, Li Zhang, Shuicheng Yan
2016	J	`jnl`	Parsing Based on Parselets: A Unified Deformable Mixture Model for Human Parsing. IEEE Trans. Pattern Anal. Mach. Intell. Jian Dong, Qiang Chen, ZhongYang Huang, Jianchao Yang, Shuicheng Yan
2016	—	`conf`	Peak-Piloted Deep Network for Facial Expression Recognition. ECCV (2) Xiangyun Zhao, Xiaodan Liang, Luoqi Liu, Teng Li, Yugang Han, Nuno Vasconcelos, Shuicheng Yan
2016	J	`jnl`	Peak-Piloted Deep Network for Facial Expression Recognition. CoRR Xiangyun Zhao, Xiaodan Liang, Luoqi Liu, Teng Li, Nuno Vasconcelos, Shuicheng Yan
2016	A	`conf`	Projective Unsupervised Flexible Embedding with Optimal Graph. BMVC Wei Wang, Yan Yan, Feiping Nie, Xavier Alameda-Pineda, Shuicheng Yan, Nicu Sebe
2016	A*	`conf`	Recurrent Face Aging. CVPR Wei Wang, Zhen Cui, Yan Yan, Jiashi Feng, Shuicheng Yan, Xiangbo Shu, Nicu Sebe
2016	A*	`conf`	Recurrently Target-Attending Tracking. CVPR Zhen Cui, Shengtao Xiao, Jiashi Feng, Shuicheng Yan
2016	J	`jnl`	Relative Forest for Visual Attribute Prediction. IEEE Trans. Image Process. Shaoxin Li, Shiguang Shan, Shuicheng Yan, Xilin Chen
2016	A*	`conf`	Reversible Recursive Instance-Level Object Segmentation. CVPR Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Zequn Jie, Jiashi Feng, Liang Lin, Shuicheng Yan
2016	—	`conf`	Robust Facial Landmark Detection via Recurrent Attentive-Refinement Networks. ECCV (1) Shengtao Xiao, Jiashi Feng, Junliang Xing, Hanjiang Lai, Shuicheng Yan, Ashraf A. Kassim
2016	J	`jnl`	Robust LSTM-Autoencoders for Face De-Occlusion in the Wild. CoRR Fang Zhao, Jiashi Feng, Jian Zhao, Wenhan Yang, Shuicheng Yan
2016	J	`jnl`	Scale-Aware Pixelwise Object Proposal Networks. IEEE Trans. Image Process. Zequn Jie, Xiaodan Liang, Jiashi Feng, Wen Feng Lu, Francis Eng Hock Tay, Shuicheng Yan
2016	J	`jnl`	Scale-aware Pixel-wise Object Proposal Networks. CoRR Zequn Jie, Xiaodan Liang, Jiashi Feng, Wen Feng Lu, Francis Eng Hock Tay, Shuicheng Yan
2016	—	`conf`	Semantic Object Parsing with Graph LSTM. ECCV (1) Xiaodan Liang, Xiaohui Shen, Jiashi Feng, Liang Lin, Shuicheng Yan
2016	J	`jnl`	Semantic Object Parsing with Graph LSTM. CoRR Xiaodan Liang, Xiaohui Shen, Jiashi Feng, Liang Lin, Shuicheng Yan
2016	A*	`conf`	Semantic Object Parsing with Local-Global Long Short-Term Memory. CVPR Xiaodan Liang, Xiaohui Shen, Donglai Xiang, Jiashi Feng, Liang Lin, Shuicheng Yan
2016	J	`jnl`	Seq-NMS for Video Object Detection. CoRR Wei Han, Pooya Khorrami, Tom Le Paine, Prajit Ramachandran, Mohammad Babaeizadeh, Honghui Shi, Jianan Li, Shuicheng Yan, Thomas S. Huang
2016	J	`jnl`	Sparse Codes Auto-Extractor for Classification: A Joint Embedding and Dictionary Learning Framework for Representation. IEEE Trans. Signal Process. Zhao Zhang, Fanzhang Li, Tommy W. S. Chow, Li Zhang, Shuicheng Yan
2016	J	`jnl`	Special Issue on Event-based Media Processing and Analysis. Image Vis. Comput. Bogdan Ionescu, Giulia Boato, Zhigang Ma, Yiannis Kompatsiaris, Nicu Sebe, Shuicheng Yan
2016	A*	`conf`	Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization. CVPR Canyi Lu, Jiashi Feng, Yudong Chen, Wei Liu, Zhouchen Lin, Shuicheng Yan
2016	J	`jnl`	Training Skinny Deep Neural Networks with Iterative Hard Thresholding Methods. CoRR Xiaojie Jin, Xiaotong Yuan, Jiashi Feng, Shuicheng Yan
2016	—	`conf`	Tree-Structured Reinforcement Learning for Sequential Object Localization. NIPS Zequn Jie, Xiaodan Liang, Jiashi Feng, Xiaojie Jin, Wen Feng Lu, Shuicheng Yan
2016	J	`jnl`	Video Scene Parsing with Predictive Feature Learning. CoRR Xiaojie Jin, Xin Li, Huaxin Xiao, Xiaohui Shen, Zhe Lin, Jimei Yang, Yunpeng Chen, Jian Dong, Luoqi Liu, Zequn Jie, Jiashi Feng, Shuicheng Yan
2016	J	`jnl`	Visual Processing by a Unified Schatten-p Norm and ℓ CoRR Jing Wang, Meng Wang, Xuegang Hu, Shuicheng Yan
2015	J	`jnl`	Adaptive Nonparametric Image Parsing. CoRR Tam V. Nguyen, Canyi Lu, Jose Sepulveda, Shuicheng Yan
2015	J	`jnl`	Adaptive Nonparametric Image Parsing. IEEE Trans. Circuits Syst. Video Technol. Tam V. Nguyen, Canyi Lu, Jose Sepulveda, Shuicheng Yan
2015	A*	`conf`	Additive Nearest Neighbor Feature Maps. ICCV Zhenzhen Wang, Xiao-Tong Yuan, Qingshan Liu, Shuicheng Yan
2015	J	`jnl`	Age Estimation via Grouping and Decision Fusion. IEEE Trans. Inf. Forensics Secur. Kuan-Hsien Liu, Shuicheng Yan, C.-C. Jay Kuo
2015	J	`jnl`	Angular-Similarity-Preserving Binary Signatures for Linear Subspaces. IEEE Trans. Image Process. Jianqiu Ji, Jianmin Li, Qi Tian, Shuicheng Yan, Bo Zhang
2015	—	`conf`	Automatic Feature Learning for Glaucoma Detection Based on Deep Learning. MICCAI (3) Xiangyu Chen, Yanwu Xu, Shuicheng Yan, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
2015	J	`jnl`	Background Context Augmented Hypothesis Graph for Object Segmentation. IEEE Trans. Circuits Syst. Video Technol. Wei Xia, Csaba Domokos, Loong-Fah Cheong, Shuicheng Yan
2015	J	`jnl`	Bilinear low-rank coding framework and extension for robust image recovery and feature representation. Knowl. Based Syst. Zhao Zhang, Shuicheng Yan, Ming-Bo Zhao, Fanzhang Li
2015	J	`jnl`	Clothing Attributes Assisted Person Reidentification. IEEE Trans. Circuits Syst. Video Technol. Annan Li, Luoqi Liu, Kang Wang, Si Liu, Shuicheng Yan
2015	J	`jnl`	Collaborative Linear Coding for Robust Image Classification. Int. J. Comput. Vis. Zilei Wang, Jiashi Feng, Shuicheng Yan
2015	A*	`conf`	Conditional Convolutional Neural Network for Modality-Aware Face Recognition. ICCV Chao Xiong, Xiaowei Zhao, Danhang Tang, Jayashree Karlekar, Shuicheng Yan, Tae-Kyun Kim
2015	J	`jnl`	Contextualizing Object Detection and Classification. IEEE Trans. Pattern Anal. Mach. Intell. Qiang Chen, Zheng Song, Jian Dong, ZhongYang Huang, Yang Hua, Shuicheng Yan
2015	J	`jnl`	Convex Sparse Spectral Clustering: Single-view to Multi-view. CoRR Canyi Lu, Shuicheng Yan, Zhouchen Lin
2015	J	`jnl`	Correlation Adaptive Subspace Segmentation by Trace Lasso. CoRR Canyi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
2015	J	`jnl`	Correntropy Induced L2 Graph for Robust Subspace Clustering. CoRR Canyi Lu, Jinhui Tang, Min Lin, Liang Lin, Shuicheng Yan, Zhouchen Lin
2015	A*	`conf`	Cross-Domain Image Retrieval with a Dual Attribute-Aware Ranking Network. ICCV Junshi Huang, Rogério Schmidt Feris, Qiang Chen, Shuicheng Yan
2015	J	`jnl`	Cross-domain Image Retrieval with a Dual Attribute-aware Ranking Network. CoRR Junshi Huang, Rogério Schmidt Feris, Qiang Chen, Shuicheng Yan
2015	J	`jnl`	Cross-pose Face Recognition by Canonical Correlation Analysis. CoRR Annan Li, Shiguang Shan, Xilin Chen, Bingpeng Ma, Shuicheng Yan, Wen Gao
2015	J	`jnl`	Crowded Scene Analysis: A Survey. CoRR Teng Li, Huan Chang, Meng Wang, Bingbing Ni, Richang Hong, Shuicheng Yan
2015	J	`jnl`	Crowded Scene Analysis: A Survey. IEEE Trans. Circuits Syst. Video Technol. Teng Li, Huan Chang, Meng Wang, Bingbing Ni, Richang Hong, Shuicheng Yan
2015	J	`jnl`	Data-Driven Affective Filtering for Images and Videos. IEEE Trans. Cybern. Teng Li, Bingbing Ni, Mengdi Xu, Meng Wang, Qingwei Gao, Shuicheng Yan
2015	A*	`conf`	Deep Face Beautification. ACM Multimedia Jianshu Li, Chao Xiong, Luoqi Liu, Xiangbo Shu, Shuicheng Yan
2015	J	`jnl`	Deep Human Parsing with Active Template Regression. CoRR Xiaodan Liang, Si Liu, Xiaohui Shen, Jianchao Yang, Luoqi Liu, Jian Dong, Liang Lin, Shuicheng Yan
2015	J	`jnl`	Deep Human Parsing with Active Template Regression. IEEE Trans. Pattern Anal. Mach. Intell. Xiaodan Liang, Si Liu, Xiaohui Shen, Jianchao Yang, Luoqi Liu, Jian Dong, Liang Lin, Shuicheng Yan
2015	J	`jnl`	Deep Learning with S-shaped Rectified Linear Activation Units. CoRR Xiaojie Jin, Chunyan Xu, Jiashi Feng, Yunchao Wei, Junjun Xiong, Shuicheng Yan
2015	J	`jnl`	Deep Recurrent Regression for Facial Landmark Detection. CoRR Hanjiang Lai, Shengtao Xiao, Yan Pan, Zhen Cui, Jiashi Feng, Chunyan Xu, Jian Yin, Shuicheng Yan
2015	A*	`conf`	Deep domain adaptation for describing people based on fine-grained clothing attributes. CVPR Qiang Chen, Junshi Huang, Rogério Schmidt Feris, Lisa M. Brown, Jian Dong, Shuicheng Yan
2015	J	`jnl`	Dense Subgraph Partition of Positive Hypergraphs. IEEE Trans. Pattern Anal. Mach. Intell. Hairong Liu, Longin Jan Latecki, Shuicheng Yan
2015	J	`jnl`	Discriminative Analysis for Symmetric Positive Definite Matrices on Lie Groups. IEEE Trans. Circuits Syst. Video Technol. Chunyan Xu, Canyi Lu, Junbin Gao, Wei Zheng, Tianjiang Wang, Shuicheng Yan
2015	—	`conf`	Discriminative Feature Selection for Multiple Ocular Diseases Classification by Sparse Induced Graph Regularized Group Lasso. MICCAI (2) Xiangyu Chen, Yanwu Xu, Shuicheng Yan, Tat-Seng Chua, Damon Wing Kee Wong, Tien Yin Wong, Jiang Liu
2015	J	`jnl`	Disease Inference from Health-Related Questions via Sparse Deep Learning. IEEE Trans. Knowl. Data Eng. Liqiang Nie, Meng Wang, Luming Zhang, Shuicheng Yan, Bo Zhang, Tat-Seng Chua
2015	J	`jnl`	Facial Analysis With a Lie Group Kernel. IEEE Trans. Circuits Syst. Video Technol. Chunyan Xu, Canyi Lu, Junbin Gao, Tianjiang Wang, Shuicheng Yan
2015	—	`conf`	Facial Landmark Detection via Progressive Initialization. ICCV Workshops Shengtao Xiao, Shuicheng Yan, Ashraf A. Kassim
2015	J	`jnl`	Facilitating Image Search With a Scalable and Compact Semantic Mapping. IEEE Trans. Cybern. Meng Wang, Weisheng Li, Dong Liu, Bingbing Ni, Jialie Shen, Shuicheng Yan
2015	J	`jnl`	Fashion Parsing With Video Context. IEEE Trans. Multim. Si Liu, Xiaodan Liang, Luoqi Liu, Ke Lu, Liang Lin, Xiaochun Cao, Shuicheng Yan
2015	J	`jnl`	Fast Proximal Linearized Alternating Direction Method of Multiplier with Parallel Splitting. CoRR Canyi Lu, Huan Li, Zhouchen Lin, Shuicheng Yan
2015	A*	`conf`	Generalized Singular Value Thresholding. AAAI Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin
2015	J	`jnl`	Group $K$-Means. CoRR Jianfeng Wang, Shuicheng Yan, Yi Yang, Mohan S. Kankanhalli, Shipeng Li, Jingdong Wang
2015	J	`jnl`	Horror Image Recognition Based on Context-Aware Multi-Instance Learning. IEEE Trans. Image Process. Bing Li, Weihua Xiong, Ou Wu, Weiming Hu, Stephen J. Maybank, Shuicheng Yan
2015	A*	`conf`	Human Parsing with Contextualized Convolutional Neural Network. ICCV Xiaodan Liang, Chunyan Xu, Xiaohui Shen, Jianchao Yang, Si Liu, Jinhui Tang, Liang Lin, Shuicheng Yan
2015	J	`jnl`	Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection. CoRR Xiaolong Wang, Liang Lin, Lichao Huang, Shuicheng Yan
2015	J	`jnl`	Learning Feature Hierarchies: A Layer-Wise Tag-Embedded Approach. IEEE Trans. Multim. Zhaoquan Yuan, Changsheng Xu, Jitao Sang, Shuicheng Yan, M. Shamim Hossain
2015	J	`jnl`	Looking Inside Category: Subcategory-Aware Object Recognition. IEEE Trans. Circuits Syst. Video Technol. Jian Dong, Qiang Chen, Jiashi Feng, Kui Jia, ZhongYang Huang, Shuicheng Yan
2015	J	`jnl`	Matching-CNN Meets KNN: Quasi-Parametric Human Parsing. CoRR Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan
2015	A*	`conf`	Matching-CNN meets KNN: Quasi-parametric human parsing. CVPR Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan
2015	J	`jnl`	Max-Confidence Boosting With Uncertainty for Visual Tracking. IEEE Trans. Image Process. Wen Guo, Liangliang Cao, Tony X. Han, Shuicheng Yan, Changsheng Xu
2015	J	`jnl`	Modality-dependent Cross-media Retrieval. CoRR Yunchao Wei, Yao Zhao, Zhenfeng Zhu, Shikui Wei, Yanhui Xiao, Jiashi Feng, Shuicheng Yan
2015	A*	`conf`	Motion Part Regularization: Improving action recognition via trajectory group selection. CVPR Bingbing Ni, Pierre Moulin, Xiaokang Yang, Shuicheng Yan
2015	J	`jnl`	Nonconvex Nonsmooth Low-Rank Minimization via Iteratively Reweighted Nuclear Norm. CoRR Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin
2015	J	`jnl`	On robust image spam filtering via comprehensive visual modeling. Pattern Recognit. Jialie Shen, Robert H. Deng, Zhiyong Cheng, Liqiang Nie, Shuicheng Yan
2015	J	`jnl`	Order Preserving Sparse Coding. IEEE Trans. Pattern Anal. Mach. Intell. Bingbing Ni, Pierre Moulin, Shuicheng Yan
2015	—	`conf`	Parallel convolutional-linear neural network for motor imagery classification. EUSIPCO Siavash Sakhavi, Cuntai Guan, Shuicheng Yan
2015	A*	`conf`	Personalized Age Progression with Aging Dictionary. ICCV Xiangbo Shu, Jinhui Tang, Hanjiang Lai, Luoqi Liu, Shuicheng Yan
2015	J	`jnl`	Personalized Age Progression with Aging Dictionary. CoRR Xiangbo Shu, Jinhui Tang, Hanjiang Lai, Luoqi Liu, Shuicheng Yan
2015	J	`jnl`	Pose Adaptive Motion Feature Pooling for Human Action Analysis. Int. J. Comput. Vis. Bingbing Ni, Pierre Moulin, Shuicheng Yan
2015	A*	`ed.`	Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26 - 30, 2015 ACM Multimedia Xiaofang Zhou, Alan F. Smeaton, Qi Tian, Dick C. A. Bulterman, Heng Tao Shen, Ketan Mayer-Patel, Shuicheng Yan
2015	J	`jnl`	Proposal-free Network for Instance-level Object Segmentation. CoRR Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Jianchao Yang, Liang Lin, Shuicheng Yan
2015	—	`conf`	Purine: A bi-graph based deep learning framework. ICLR (Workshop) Min Lin, Shuo Li, Xuan Luo, Shuicheng Yan
2015	J	`jnl`	Reversible Recursive Instance-level Object Segmentation. CoRR Xiaodan Liang, Yunchao Wei, Xiaohui Shen, Zequn Jie, Jiashi Feng, Liang Lin, Shuicheng Yan
2015	A*	`conf`	SOLD: Sub-optimal low-rank decomposition for efficient video segmentation. CVPR Chenglong Li, Liang Lin, Wangmeng Zuo, Shuicheng Yan, Jin Tang
2015	J	`jnl`	STAP: Spatial-Temporal Attention-Aware Pooling for Action Recognition. IEEE Trans. Circuits Syst. Video Technol. Tam V. Nguyen, Zheng Song, Shuicheng Yan
2015	J	`jnl`	STC: A Simple to Complex Framework for Weakly-supervised Semantic Segmentation. CoRR Yunchao Wei, Xiaodan Liang, Yunpeng Chen, Xiaohui Shen, Ming-Ming Cheng, Yao Zhao, Shuicheng Yan
2015	J	`jnl`	Scale-aware Fast R-CNN for Pedestrian Detection. CoRR Jianan Li, Xiaodan Liang, Shengmei Shen, Tingfa Xu, Shuicheng Yan
2015	J	`jnl`	Segmentation Over Detection via Optimal Sparse Reconstructions. IEEE Trans. Circuits Syst. Video Technol. Wei Xia, Csaba Domokos, Junjun Xiong, Loong Fah Cheong, Shuicheng Yan
2015	J	`jnl`	Semantic Object Parsing with Local-Global Long Short-Term Memory. CoRR Xiaodan Liang, Xiaohui Shen, Donglai Xiang, Jiashi Feng, Liang Lin, Shuicheng Yan
2015	A*	`conf`	Shape driven kernel adaptation in Convolutional Neural Network for robust facial trait recognition. CVPR Shaoxin Li, Junliang Xing, Zhiheng Niu, Shiguang Shan, Shuicheng Yan
2015	J	`jnl`	Simultaneous Feature Learning and Hash Coding with Deep Neural Networks. CoRR Hanjiang Lai, Yan Pan, Ye Liu, Shuicheng Yan
2015	A*	`conf`	Simultaneous feature learning and hash coding with deep neural networks. CVPR Hanjiang Lai, Yan Pan, Ye Liu, Shuicheng Yan
2015	J	`jnl`	Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization. IEEE Trans. Image Process. Canyi Lu, Zhouchen Lin, Shuicheng Yan
2015	A*	`conf`	Structural Sparse Tracking. CVPR Tianzhu Zhang, Si Liu, Changsheng Xu, Shuicheng Yan, Bernard Ghanem, Narendra Ahuja, Ming-Hsuan Yang
2015	A*	`conf`	Task-Driven Feature Pooling for Image Classification. ICCV Guo-Sen Xie, Xu-Yao Zhang, Xiangbo Shu, Shuicheng Yan, Cheng-Lin Liu
2015	A*	`conf`	Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection. ICCV Xiaodan Liang, Si Liu, Yunchao Wei, Luoqi Liu, Liang Lin, Shuicheng Yan
2015	J	`jnl`	Understanding Blooming Human Groups in Social Networks. IEEE Trans. Multim. Richang Hong, Zhenzhen Hu, Luoqi Liu, Meng Wang, Shuicheng Yan, Qi Tian
2015	J	`jnl`	Visibility-aware part model for robust facial point detection. Neurocomputing Yanfei Liu, Xi Zhou, Yuanqian Li, Yihao Wang, Shuicheng Yan
2015	J	`jnl`	Visual Understanding with RGB-D Sensors: An Introduction to the Special Issue. ACM Trans. Intell. Syst. Technol. Richang Hong, Shuicheng Yan, Zhengyou Zhang
2015	J	`jnl`	Visual data denoising with a unified Schatten-p norm and ℓ Pattern Recognit. Jing Wang, Meng Wang, Xuegang Hu, Shuicheng Yan
2015	J	`jnl`	Weakly-supervised scene parsing with multiple contextual cues. Inf. Sci. Teng Li, Xinyu Wu, Bingbing Ni, Ke Lu, Shuicheng Yan
2015	A*	`conf`	What Shall I Look Like after N Years? ACM Multimedia Xiangbo Shu, Jinhui Tang, Luoqi Liu, Zhiheng Niu, Shuicheng Yan
2014	J	`jnl`	"Wow! You Are So Beautiful Today!". ACM Trans. Multim. Comput. Commun. Appl. Luoqi Liu, Junliang Xing, Si Liu, Hui Xu, Xi Zhou, Shuicheng Yan
2014	J	`jnl`	A General Exponential Framework for Dimensionality Reduction. IEEE Trans. Image Process. Sujing Wang, Shuicheng Yan, Jian Yang, Chunguang Zhou, Xiaolan Fu
2014	J	`jnl`	Adaptive Learning for Celebrity Identification With Video Context. IEEE Trans. Multim. Chao Xiong, Guangyu Gao, Zheng-Jun Zha, Shuicheng Yan, Huadong Ma, Tae-Kyun Kim
2014	B	`conf`	Adaptive Object Learning for Robot Carinet. ICSR Shengtao Xiao, Shuzhi Sam Ge, Shuicheng Yan
2014	A	`conf`	Age group classification via structured fusion of uncertainty-driven shape features and selected surface features. WACV Kuan-Hsien Liu, Shuicheng Yan, C.-C. Jay Kuo
2014	J	`jnl`	Attribute-Augmented Semantic Hierarchy: Towards a Unified Framework for Content-Based Image Retrieval. ACM Trans. Multim. Comput. Commun. Appl. Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Yue Gao, Tat-Seng Chua
2014	J	`jnl`	Audio Matters in Visual Attention. IEEE Trans. Circuits Syst. Video Technol. Yanxiang Chen, Tam V. Nguyen, Mohan S. Kankanhalli, Jun Yuan, Shuicheng Yan, Meng Wang
2014	J	`jnl`	Autogrouped Sparse Representation for Visual Analysis. IEEE Trans. Image Process. Jiashi Feng, Xiao-Tong Yuan, Zilei Wang, Huan Xu, Shuicheng Yan
2014	J	`jnl`	Batch-Orthogonal Locality-Sensitive Hashingfor Angular Similarity. IEEE Trans. Pattern Anal. Mach. Intell. Jianqiu Ji, Shuicheng Yan, Jianmin Li, Guangyu Gao, Qi Tian, Bo Zhang
2014	J	`jnl`	Bin Ratio-Based Histogram Distances and Their Application to Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. Weiming Hu, Nianhua Xie, Ruiguang Hu, Haibin Ling, Qiang Chen, Shuicheng Yan, Stephen J. Maybank
2014	J	`jnl`	Body Surface Context: A New Robust Feature for Action Recognition From Depth Videos. IEEE Trans. Circuits Syst. Video Technol. Yan Song, Jinhui Tang, Fan Liu, Shuicheng Yan
2014	J	`jnl`	CNN: Single-label to Multi-label. CoRR Yunchao Wei, Wei Xia, Junshi Huang, Bingbing Ni, Jian Dong, Yao Zhao, Shuicheng Yan
2014	J	`jnl`	Circle & Search: Attribute-Aware Shoe Retrieval. ACM Trans. Multim. Comput. Commun. Appl. Junshi Huang, Si Liu, Junliang Xing, Tao Mei, Shuicheng Yan
2014	—	`ch.`	Community Understanding in Location-based Social Networks. Human-Centered Social Media Analytics Yi-Liang Zhao, Qiang Cheng, Shuicheng Yan, Daqing Zhang, Tat-Seng Chua
2014	J	`jnl`	Computational Baby Learning. CoRR Xiaodan Liang, Si Liu, Yunchao Wei, Luoqi Liu, Liang Lin, Shuicheng Yan
2014	—	`conf`	Convex Optimization Procedure for Clustering: Theoretical Revisit. NIPS Changbo Zhu, Huan Xu, Chenlei Leng, Shuicheng Yan
2014	A*	`conf`	Cross-Scale Cost Aggregation for Stereo Matching. CVPR Kang Zhang, Yuqiang Fang, Dongbo Min, Lifeng Sun, Shiqiang Yang, Shuicheng Yan, Qi Tian
2014	J	`jnl`	Cross-Scale Cost Aggregation for Stereo Matching. CoRR Kang Zhang, Yuqiang Fang, Dongbo Min, Lifeng Sun, Shiqiang Yang, Shuicheng Yan, Qi Tian
2014	—	`conf`	Cross-media relevance mining for evaluating text-based image search engine. ICME Workshops Zhongwen Xu, Yi Yang, Ashraf A. Kassim, Shuicheng Yan
2014	A*	`conf`	DL-SFA: Deeply-Learned Slow Feature Analysis for Action Recognition. CVPR Lin Sun, Kui Jia, Tsung-Han Chan, Yuqiang Fang, Gang Wang, Shuicheng Yan
2014	J	`jnl`	Decomposition and Extraction: A New Framework for Visual Classification. IEEE Trans. Image Process. Yuqiang Fang, Qiang Chen, Lin Sun, Bin Dai, Shuicheng Yan
2014	A*	`conf`	Deep Search with Attribute-aware Deep Network. ACM Multimedia Junshi Huang, Wei Xia, Shuicheng Yan
2014	—	`conf`	Efficient k-Support Matrix Pursuit. ECCV (2) Hanjiang Lai, Yan Pan, Canyi Lu, Yong Tang, Shuicheng Yan
2014	J	`jnl`	Exposure Fusion Using Boosting Laplacian Pyramid. IEEE Trans. Cybern. Jianbing Shen, Ying Zhao, Shuicheng Yan, Xuelong Li
2014	J	`jnl`	Face Authentication With Makeup Changes. IEEE Trans. Circuits Syst. Video Technol. Guodong Guo, Lingyun Wen, Shuicheng Yan
2014	J	`jnl`	Fashion Analysis: Current Techniques and Future Directions. IEEE Multim. Si Liu, Luoqi Liu, Shuicheng Yan
2014	J	`jnl`	Fashion Parsing With Weak Color-Category Labels. IEEE Trans. Multim. Si Liu, Jiashi Feng, Csaba Domokos, Hui Xu, Junshi Huang, Zhenzhen Hu, Shuicheng Yan
2014	A*	`conf`	Fashion Parsing with Video Context. ACM Multimedia Si Liu, Xiaodan Liang, Luoqi Liu, Ke Lu, Liang Lin, Shuicheng Yan
2014	A*	`conf`	Generalized Nonconvex Nonsmooth Low-Rank Minimization. CVPR Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin
2014	J	`jnl`	Generalized Nonconvex Nonsmooth Low-Rank Minimization. CoRR Canyi Lu, Jinhui Tang, Shuicheng Yan, Zhouchen Lin
2014	J	`jnl`	Generalized Singular Value Thresholding. CoRR Canyi Lu, Changbo Zhu, Chunyan Xu, Shuicheng Yan, Zhouchen Lin
2014	J	`jnl`	Geometric Optimum Experimental Design for Collaborative Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. Lining Zhang, Lipo Wang, Weisi Lin, Shuicheng Yan
2014	J	`jnl`	Guest Editorial: Special issue on large scale multimedia semantic indexing. Comput. Vis. Image Underst. Yadong Mu, Yi Yang, Liangliang Cao, Shuicheng Yan, Qi Tian
2014	J	`jnl`	Harnessing Lab Knowledge for Real-World Action Recognition. Int. J. Comput. Vis. Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe, Shuicheng Yan, Alexander G. Hauptmann
2014	J	`jnl`	Image Denoising with a Unified Schattern-p Norm and ℓ CoRR Jing Wang, Meng Wang, Xuegang Hu, Shuicheng Yan
2014	—	`ch.`	Latent Low-Rank Representation. Low-Rank and Sparse Modeling for Visual Analysis Guangcan Liu, Shuicheng Yan
2014	A*	`conf`	Learning Scalable Discriminative Dictionary with Sample Relatedness. CVPR Jiashi Feng, Stefanie Jegelka, Shuicheng Yan, Trevor Darrell
2014	—	`conf`	Multi-instance Learning Using Information Entropy Theory for Image Retrieval. CSE Junyi Li, Jianhua Li, Shuicheng Yan
2014	—	`conf`	Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning. ACCV (4) Xiangyu Chen, Yanwu Xu, Lixin Duan, Shuicheng Yan, Zhuo Zhang, Damon Wing Kee Wong, Jiang Liu
2014	—	`conf`	Network In Network. ICLR (Poster) Min Lin, Qiang Chen, Shuicheng Yan
2014	J	`jnl`	Nonnegative Tensor Cofactorization and Its Unified Solution. IEEE Trans. Image Process. Xiaobai Liu, Qian Xu, Shuicheng Yan, Gang Wang, Hai Jin, Seong-Whan Lee
2014	J	`jnl`	Object Tracking With Only Background Cues. IEEE Trans. Circuits Syst. Video Technol. Annan Li, Shuicheng Yan
2014	—	`conf`	On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification. NIPS Yingzhen Yang, Feng Liang, Shuicheng Yan, Zhangyang Wang, Thomas S. Huang
2014	A*	`conf`	Optimized Distances for Binary Code Ranking. ACM Multimedia Jianfeng Wang, Heng Tao Shen, Shuicheng Yan, Nenghai Yu, Shipeng Li, Jingdong Wang
2014	—	`book`	Person Re-Identification Person Re-Identification Shaogang Gong, Marco Cristani, Shuicheng Yan, Chen Change Loy
2014	—	`ch.`	Person Re-identification by Attribute-Assisted Clothes Appearance. Person Re-Identification Annan Li, Luoqi Liu, Shuicheng Yan
2014	J	`jnl`	PicWords: Render a Picture by Packing Keywords. IEEE Trans. Multim. Zhenzhen Hu, Si Liu, Jianguo Jiang, Richang Hong, Meng Wang, Shuicheng Yan
2014	—	`conf`	Pipelining Localized Semantic Features for Fine-Grained Action Recognition. ECCV (4) Yang Zhou, Bingbing Ni, Shuicheng Yan, Pierre Moulin, Qi Tian
2014	A*	`conf`	Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization. AAAI Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan
2014	J	`jnl`	Proximal Iteratively Reweighted Algorithm with Multiple Splitting for Nonconvex Sparsity Optimization. CoRR Canyi Lu, Yunchao Wei, Zhouchen Lin, Shuicheng Yan
2014	J	`jnl`	Recognizing human group action by layered model with multiple cues. Neurocomputing Zhongwei Cheng, Lei Qin, Qingming Huang, Shuicheng Yan, Qi Tian
2014	J	`jnl`	Robust (Semi) Nonnegative Graph Embedding. IEEE Trans. Image Process. Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Tat-Seng Chua
2014	J	`jnl`	Robust Face Recognition via Adaptive Sparse Representation. CoRR Jing Wang, Canyi Lu, Meng Wang, Pei-Pei Li, Shuicheng Yan, Xuegang Hu
2014	J	`jnl`	Robust Face Recognition via Adaptive Sparse Representation. IEEE Trans. Cybern. Jing Wang, Canyi Lu, Meng Wang, Pei-Pei Li, Shuicheng Yan, Xuegang Hu
2014	—	`conf`	Robust Logistic Regression and Classification. NIPS Jiashi Feng, Huan Xu, Shie Mannor, Shuicheng Yan
2014	—	`conf`	Robust Scene Classification with Cross-Level LLC Coding on CNN Features. ACCV (2) Zequn Jie, Shuicheng Yan
2014	A*	`conf`	Robust Subspace Segmentation with Block-Diagonal Prior. CVPR Jiashi Feng, Zhouchen Lin, Huan Xu, Shuicheng Yan
2014	J	`jnl`	Robust and Efficient Subspace Segmentation via Least Squares Regression. CoRR Can-Yi Lu, Hai Min, Zhong-Qiu Zhao, Lin Zhu, De-Shuang Huang, Shuicheng Yan
2014	B	`conf`	Robust bilinear matrix recovery by Tensor Low-Rank Representation. IJCNN Zhao Zhang, Shuicheng Yan, Ming-Bo Zhao, Fanzhang Li
2014	—	`ch.`	Scalable Low-Rank Representation. Low-Rank and Sparse Modeling for Visual Analysis Guangcan Liu, Shuicheng Yan
2014	J	`jnl`	Seeing Human Weight from a Single RGB-D Image. J. Comput. Sci. Technol. Tam V. Nguyen, Jiashi Feng, Shuicheng Yan
2014	J	`jnl`	Similarity preserving low-rank representation for enhanced data representation and effective subspace learning. Neural Networks Zhao Zhang, Shuicheng Yan, Ming-Bo Zhao
2014	A*	`conf`	Similarity-Preserving Binary Signature for Linear Subspaces. AAAI Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang
2014	J	`jnl`	Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization. CoRR Can-Yi Lu, Zhouchen Lin, Shuicheng Yan
2014	J	`jnl`	Snap & Play: Auto-Generated Personalized Find-the-Difference Game. ACM Trans. Intell. Syst. Technol. Si Liu, Qiang Chen, Shuicheng Yan, Changsheng Xu, Hanqing Lu
2014	A*	`conf`	Start from Scratch: Towards Automatically Identifying, Modeling, and Naming Visual Attributes. ACM Multimedia Hanwang Zhang, Yang Yang, Huan-Bo Luan, Shuicheng Yan, Tat-Seng Chua
2014	A*	`conf`	Supervised Hashing for Image Retrieval via Image Representation Learning. AAAI Rongkai Xia, Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan
2014	J	`jnl`	Touch Saliency: Characteristics and Prediction. IEEE Trans. Multim. Bingbing Ni, Mengdi Xu, Tam V. Nguyen, Meng Wang, Congyan Lang, ZhongYang Huang, Shuicheng Yan
2014	J	`jnl`	Toward Large-Population Face Identification in Unconstrained Videos. IEEE Trans. Circuits Syst. Video Technol. Luoqi Liu, Li Zhang, Hairong Liu, Shuicheng Yan
2014	A*	`conf`	Towards Multi-view and Partially-Occluded Face Alignment. CVPR Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Shuicheng Yan
2014	A*	`conf`	Towards Unified Human Parsing and Pose Estimation. CVPR Jian Dong, Qiang Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan
2014	—	`conf`	Towards Unified Object Detection and Semantic Segmentation. ECCV (5) Jian Dong, Qiang Chen, Shuicheng Yan, Alan L. Yuille
2014	J	`jnl`	Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification. CoRR Jie Shen, Guangcan Liu, Jia Chen, Yuqiang Fang, Jianbin Xie, Yong Yu, Shuicheng Yan
2014	J	`jnl`	Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification. IEEE Trans. Image Process. Jie Shen, Guangcan Liu, Jia Chen, Yuqiang Fang, Jianbin Xie, Yong Yu, Shuicheng Yan
2014	J	`jnl`	Video De-Fencing. IEEE Trans. Circuits Syst. Video Technol. Yadong Mu, Wei Liu, Shuicheng Yan
2013	A*	`conf`	"Wow! you are so beautiful today!". ACM Multimedia Luoqi Liu, Hui Xu, Si Liu, Junliang Xing, Xi Zhou, Shuicheng Yan
2013	A*	`conf`	"Wow! you are so beautiful today!". ACM Multimedia Luoqi Liu, Hui Xu, Junliang Xing, Si Liu, Xi Zhou, Shuicheng Yan
2013	A*	`conf`	A Deformable Mixture Parsing Model with Parselets. ICCV Jian Dong, Qiang Chen, Wei Xia, ZhongYang Huang, Shuicheng Yan
2013	A*	`conf`	A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit. CVPR Yan Pan, Hanjiang Lai, Cong Liu, Shuicheng Yan
2013	C	`conf`	A novel image tag saliency ranking algorithm based on sparse representation. VCIP Caixia Wang, Zehai Song, Songhe Feng, Congyan Lang, Shuicheng Yan
2013	—	`ed.`	Advances in Multimedia Information Processing - PCM 2013 - 14th Pacific-Rim Conference on Multimedia, Nanjing, China, December 13-16, 2013. Proceedings PCM Benoit Huet, Chong-Wah Ngo, Jinhui Tang, Zhi-Hua Zhou, Alexander G. Hauptmann, Shuicheng Yan
2013	—	`ed.`	Advances in Multimedia Modeling, 19th International Conference, MMM 2013, Huangshan, China, January 7-9, 2013, Proceedings, Part I MMM (1) Shipeng Li, Abdulmotaleb El Saddik, Meng Wang, Tao Mei, Nicu Sebe, Shuicheng Yan, Richang Hong, Cathal Gurrin
2013	—	`ed.`	Advances in Multimedia Modeling, 19th International Conference, MMM 2013, Huangshan, China, January 7-9, 2013, Proceedings, Part II MMM (2) Shipeng Li, Abdulmotaleb El Saddik, Meng Wang, Tao Mei, Nicu Sebe, Shuicheng Yan, Richang Hong, Cathal Gurrin
2013	A*	`conf`	Attribute-augmented semantic hierarchy: towards bridging semantic gap and intention gap in image retrieval. ACM Multimedia Hanwang Zhang, Zheng-Jun Zha, Yang Yang, Shuicheng Yan, Yue Gao, Tat-Seng Chua
2013	A*	`conf`	Complex Event Detection via Multi-source Video Attributes. CVPR Zhigang Ma, Yi Yang, Zhongwen Xu, Shuicheng Yan, Nicu Sebe, Alexander G. Hauptmann
2013	A*	`conf`	Compressed Hashing. CVPR Yue Lin, Rong Jin, Deng Cai, Shuicheng Yan, Xuelong Li
2013	A*	`conf`	Correlation Adaptive Subspace Segmentation by Trace Lasso. ICCV Can-Yi Lu, Jiashi Feng, Zhouchen Lin, Shuicheng Yan
2013	A*	`conf`	Correntropy Induced L2 Graph for Robust Subspace Clustering. ICCV Can-Yi Lu, Jinhui Tang, Min Lin, Liang Lin, Shuicheng Yan, Zhouchen Lin
2013	A*	`conf`	Cross-media semantic representation via bi-directional learning to rank. ACM Multimedia Fei Wu, Xinyan Lu, Zhongfei Zhang, Shuicheng Yan, Yong Rui, Yueting Zhuang
2013	J	`jnl`	Detecting profilable and overlapping communities with user-generated multimedia contents in LBSNs. ACM Trans. Multim. Comput. Commun. Appl. Yi-Liang Zhao, Qiang Chen, Shuicheng Yan, Tat-Seng Chua, Daqing Zhang
2013	J	`jnl`	Discovering Discriminative Graphlets for Aerial Image Categories Recognition. IEEE Trans. Image Process. Luming Zhang, Yahong Han, Yi Yang, Mingli Song, Shuicheng Yan, Qi Tian
2013	A*	`conf`	Efficient Maximum Appearance Search for Large-Scale Object Detection. CVPR Qiang Chen, Zheng Song, Rogério Schmidt Feris, Ankur Datta, Liangliang Cao, ZhongYang Huang, Shuicheng Yan
2013	J	`jnl`	Fast Detection of Dense Subgraphs with Iterative Shrinking and Expansion. IEEE Trans. Pattern Anal. Mach. Intell. Hairong Liu, Longin Jan Latecki, Shuicheng Yan
2013	J	`jnl`	Forward Basis Selection for Pursuing Sparse Representations over a Dictionary. IEEE Trans. Pattern Anal. Mach. Intell. Xiao-Tong Yuan, Shuicheng Yan
2013	J	`jnl`	GPSView: A scenic driving route planner. ACM Trans. Multim. Comput. Commun. Appl. Yan-Tao Zheng, Shuicheng Yan, Zheng-Jun Zha, Yiqun Li, Xiangdong Zhou, Tat-Seng Chua, Ramesh C. Jain
2013	J	`jnl`	General Subspace Learning With Corrupted Training Data Via Graph Embedding. IEEE Trans. Image Process. Bing-Kun Bao, Guangcan Liu, Richang Hong, Shuicheng Yan, Changsheng Xu
2013	A*	`conf`	Hierarchical Part Matching for Fine-Grained Visual Categorization. ICCV Lingxi Xie, Qi Tian, Richang Hong, Shuicheng Yan, Bo Zhang
2013	J	`jnl`	High-Order Local Spatial Context Modeling by Spatialized Random Forest. IEEE Trans. Image Process. Bingbing Ni, Shuicheng Yan, Meng Wang, Ashraf A. Kassim, Qi Tian
2013	A*	`conf`	How Related Exemplars Help Complex Event Detection in Web Videos? ICCV Yi Yang, Zhigang Ma, Zhongwen Xu, Shuicheng Yan, Alexander G. Hauptmann
2013	J	`jnl`	Image Classification via Object-Aware Holistic Superpixel Selection. IEEE Trans. Image Process. Zilei Wang, Jiashi Feng, Shuicheng Yan, Hongsheng Xi
2013	J	`jnl`	Image Re-Attentionizing. IEEE Trans. Multim. Tam V. Nguyen, Bingbing Ni, Hairong Liu, Wei Xia, Jiebo Luo, Mohan S. Kankanhalli, Shuicheng Yan
2013	J	`jnl`	Image retrieval with query-adaptive hashing. ACM Trans. Multim. Comput. Commun. Appl. Dong Liu, Shuicheng Yan, Rongrong Ji, Xian-Sheng Hua, Hong-Jiang Zhang
2013	J	`jnl`	Improving Bottom-up Saliency Detection by Looking into Neighbors. IEEE Trans. Circuits Syst. Video Technol. Congyan Lang, Jiashi Feng, Guangcan Liu, Jinhui Tang, Shuicheng Yan, Jiebo Luo
2013	A*	`conf`	Incorporating Structural Alternatives and Sharing into Hierarchy for Multiclass Object Recognition and Detection. CVPR Xiaolong Wang, Liang Lin, Lichao Huang, Shuicheng Yan
2013	J	`jnl`	Label-specific training set construction from web resource for image annotation. Signal Process. Jinhui Tang, Shuicheng Yan, Chunxia Zhao, Tat-Seng Chua, Ramesh C. Jain
2013	J	`jnl`	Large-scale multilabel propagation based on efficient sparse graph construction. ACM Trans. Multim. Comput. Commun. Appl. Xiangyu Chen, Yadong Mu, Hairong Liu, Shuicheng Yan, Yong Rui, Tat-Seng Chua
2013	J	`jnl`	Learning to Photograph: A Compositional Perspective. IEEE Trans. Multim. Bingbing Ni, Mengdi Xu, Bin Cheng, Meng Wang, Shuicheng Yan, Qi Tian
2013	J	`jnl`	Linear Distance Coding for Image Classification. IEEE Trans. Image Process. Zilei Wang, Jiashi Feng, Shuicheng Yan, Hongsheng Xi
2013	—	`conf`	Magic Mirror: An Intelligent Fashion Recommendation System. ACPR Si Liu, Luoqi Liu, Shuicheng Yan
2013	A*	`conf`	Min-Max Hash for Jaccard Similarity. ICDM Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang
2013	J	`jnl`	Multilevel Depth and Image Fusion for Human Activity Detection. IEEE Trans. Cybern. Bingbing Ni, Yong Pei, Pierre Moulin, Shuicheng Yan
2013	A*	`conf`	Multimedia recommendation: technology and techniques. SIGIR Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui
2013	—	`conf`	Online PCA for Contaminated Data. NIPS Jiashi Feng, Huan Xu, Shie Mannor, Shuicheng Yan
2013	—	`conf`	Online Robust PCA via Stochastic Optimization. NIPS Jiashi Feng, Huan Xu, Shuicheng Yan
2013	J	`jnl`	Pairwise Sparsity Preserving Embedding for Unsupervised Subspace Learning and Classification. IEEE Trans. Image Process. Zhao Zhang, Shuicheng Yan, Mingbo Zhao
2013	A	`conf`	Perception Preserving Projections. BMVC Saining Xie, Jiashi Feng, Shuicheng Yan, Hongtao Lu
2013	A*	`conf`	Rank Aggregation via Low-Rank and Structured-Sparse Decomposition. AAAI Yan Pan, Hanjiang Lai, Cong Liu, Yong Tang, Shuicheng Yan
2013	J	`jnl`	Revealing Cluster Structure of Graph by Path Following Replicator Dynamic CoRR Hairong Liu, Longin Jan Latecki, Shuicheng Yan
2013	J	`jnl`	Robust Image Analysis With Sparse Representation on Quantized Visual Features. IEEE Trans. Image Process. Bing-Kun Bao, Guangyu Zhu, Jialie Shen, Shuicheng Yan
2013	A*	`conf`	Robust Object Tracking with Online Multi-lifespan Dictionary Learning. ICCV Junliang Xing, Jin Gao, Bing Li, Weiming Hu, Shuicheng Yan
2013	J	`jnl`	Robust Recovery of Subspace Structures by Low-Rank Representation. IEEE Trans. Pattern Anal. Mach. Intell. Guangcan Liu, Zhouchen Lin, Shuicheng Yan, Ju Sun, Yong Yu, Yi Ma
2013	J	`jnl`	Robust image annotation via simultaneous feature and sample outlier pursuit. ACM Trans. Multim. Comput. Commun. Appl. Jian Dong, Bin Cheng, Xiangyu Chen, Tat-Seng Chua, Shuicheng Yan, Xi Zhou
2013	B	`conf`	Robust image representation and decomposition by Laplacian regularized latent low-rank representation. IJCNN Zhao Zhang, Shuicheng Yan, Ming-Bo Zhao
2013	A*	`conf`	Scale based region growing for scene text detection. ACM Multimedia Junhua Mao, Houqiang Li, Wengang Zhou, Shuicheng Yan, Qi Tian
2013	A*	`conf`	Semantic Segmentation without Annotating Segments. ICCV Wei Xia, Csaba Domokos, Jian Dong, Loong-Fah Cheong, Shuicheng Yan
2013	J	`jnl`	Sparse representations for image and video analysis. J. Vis. Commun. Image Represent. Jinhui Tang, Shuicheng Yan, John Wright, Qi Tian, Yanwei Pang, Edwige E. Pissaloux
2013	A*	`conf`	Spatio-temporal fisher vector coding for surveillance event detection. ACM Multimedia Qiang Chen, Yang Cai, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti
2013	A*	`conf`	Static saliency vs. dynamic saliency: a comparative study. ACM Multimedia Tam V. Nguyen, Mengdi Xu, Guangyu Gao, Mohan S. Kankanhalli, Qi Tian, Shuicheng Yan
2013	A*	`conf`	Subcategory-Aware Object Classification. CVPR Jian Dong, Wei Xia, Qiang Chen, Jiashi Feng, ZhongYang Huang, Shuicheng Yan
2013	J	`jnl`	Towards decrypting attractiveness via multi-modality cues. ACM Trans. Multim. Comput. Commun. Appl. Tam V. Nguyen, Si Liu, Bingbing Ni, Jun Tan, Yong Rui, Shuicheng Yan
2013	A*	`conf`	Towards efficient sparse coding for scalable image annotation. ACM Multimedia Junshi Huang, Hairong Liu, Jialie Shen, Shuicheng Yan
2013	J	`jnl`	Towards optimizing human labeling for interactive image tagging. ACM Trans. Multim. Comput. Commun. Appl. Jinhui Tang, Qiang Chen, Meng Wang, Shuicheng Yan, Tat-Seng Chua, Ramesh C. Jain
2013	J	`jnl`	VideoPuzzle: Descriptive One-Shot Video Composition. IEEE Trans. Multim. Qiang Chen, Meng Wang, ZhongYang Huang, Yang Hua, Zheng Song, Shuicheng Yan
2013	A*	`conf`	eHeritage of shadow puppetry: creation and manipulation. ACM Multimedia Zhenzhen Hu, Min Lin, Si Liu, Meng Wang, Richang Hong, Shuicheng Yan
2013	A*	`conf`	eHeritage of shadow puppetry: creation and manipulation. ACM Multimedia Min Lin, Zhenzhen Hu, Si Liu, Meng Wang, Richang Hong, Shuicheng Yan
2012	A*	`conf`	3DME: 3D media express from RGB-D images. ACM Multimedia Tam V. Nguyen, Lusong Li, Jun Tan, Shuicheng Yan
2012	J	`jnl`	A unified supervised codebook learning framework for classification. Neurocomputing Congyan Lang, Songhe Feng, Bing Cheng, Bingbing Ni, Shuicheng Yan
2012	J	`jnl`	Active Subspace: Toward Scalable Low-Rank Learning. Neural Comput. Guangcan Liu, Shuicheng Yan
2012	A*	`conf`	Annotating web images using NOVA: NOn-conVex group spArsity. ACM Multimedia Fei Wu, Ying Yuan, Yong Rui, Shuicheng Yan, Yueting Zhuang
2012	A*	`conf`	Attribute feedback. ACM Multimedia Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Jingwen Bian, Tat-Seng Chua
2012	—	`conf`	Auto-Grouped Sparse Representation for Visual Analysis. ECCV (1) Jiashi Feng, Xiaotong Yuan, Zilei Wang, Huan Xu, Shuicheng Yan
2012	—	`conf`	Automatic User Preference Elicitation for Music Recommendation. PCM Ruchir Srivastava, Sujoy Roy, Tan Dat Nguyen, Shuicheng Yan
2012	J	`jnl`	Camera Constraint-Free View-Based 3-D Object Retrieval. IEEE Trans. Image Process. Yue Gao, Jinhui Tang, Richang Hong, Shuicheng Yan, Qionghai Dai, Naiyao Zhang, Tat-Seng Chua
2012	J	`jnl`	Dense Neighborhoods on Affinity Graph. Int. J. Comput. Vis. Hairong Liu, Xingwei Yang, Longin Jan Latecki, Shuicheng Yan
2012	—	`conf`	Depth Matters: Influence of Depth Cues on Visual Saliency. ECCV (2) Congyan Lang, Tam V. Nguyen, Harish Katti, Karthik Yadati, Mohan S. Kankanhalli, Shuicheng Yan
2012	A*	`conf`	Don't ask me what i'm like, just watch and listen. ACM Multimedia Ruchir Srivastava, Jiashi Feng, Sujoy Roy, Shuicheng Yan, Terence Sim
2012	A*	`conf`	Efficient structure detection via random consensus graph. CVPR Hairong Liu, Shuicheng Yan
2012	J	`jnl`	Epitome for Automatic Image Colorization CoRR Yingzhen Yang, Xinqi Chu, Tian-Tsong Ng, Alex Yong Sang Chia, Shuicheng Yan, Thomas S. Huang
2012	J	`jnl`	Event Driven Web Video Summarization by Tag Localization and Key-Shot Identification. IEEE Trans. Multim. Meng Wang, Richang Hong, Guangda Li, Zheng-Jun Zha, Shuicheng Yan, Tat-Seng Chua
2012	A	`conf`	Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation. AISTATS Guangcan Liu, Huan Xu, Shuicheng Yan
2012	A	`conf`	Forward Basis Selection for Sparse Approximation over Dictionary. AISTATS Xiaotong Yuan, Shuicheng Yan
2012	A*	`conf`	Generalizing Wiberg algorithm for rigid and nonrigid factorizations with missing components and metric constraints. CVPR Yinqiang Zheng, Shigeki Sugimoto, Shuicheng Yan, Masatoshi Okutomi
2012	A*	`conf`	Harvesting visual concepts for image search with complex queries. ACM Multimedia Liqiang Nie, Shuicheng Yan, Meng Wang, Richang Hong, Tat-Seng Chua
2012	A*	`conf`	Hi, magic closet, tell me what to wear! ACM Multimedia Si Liu, Jiashi Feng, Zheng Song, Tianzhu Zhang, Hanqing Lu, Changsheng Xu, Shuicheng Yan
2012	A*	`conf`	Hi, magic closet, tell me what to wear! ACM Multimedia Si Liu, Tam V. Nguyen, Jiashi Feng, Meng Wang, Shuicheng Yan
2012	J	`jnl`	Hidden-Concept Driven Multilabel Image Annotation and Label Ranking. IEEE Trans. Multim. Bing-Kun Bao, Teng Li, Shuicheng Yan
2012	A*	`conf`	Hierarchical matching with side information for image classification. CVPR Qiang Chen, Zheng Song, Yang Hua, ZhongYang Huang, Shuicheng Yan
2012	J	`jnl`	Histogram Contextualization. IEEE Trans. Image Process. Jiashi Feng, Bingbing Ni, Dong Xu, Shuicheng Yan
2012	A*	`conf`	Hybrid social media network. ACM Multimedia Dong Liu, Guangnan Ye, Ching-Ting Chen, Shuicheng Yan, Shih-Fu Chang
2012	A	`conf`	Image Super-Resolution via Low-Pass Filter Based Multi-scale Image Decomposition. ICME Shuyuan Zhu, Bing Zeng, Shuicheng Yan
2012	J	`jnl`	Image label completion by pursuing contextual decomposability. ACM Trans. Multim. Comput. Commun. Appl. Xiaobai Liu, Shuicheng Yan, Tat-Seng Chua, Hai Jin
2012	J	`jnl`	Inductive Robust Principal Component Analysis. IEEE Trans. Image Process. Bing-Kun Bao, Guangcan Liu, Changsheng Xu, Shuicheng Yan
2012	—	`conf`	Informedia @TRECVID 2012. TRECVID Shoou-I Yu, Zhongwen Xu, Duo Ding, Waito Sze, Francisco Vicente, Zhenzhong Lan, Yang Cai, Shourabh Rawat, Peter F. Schulam, Nisarga Markandaiah, Sohail Bahmani, Antonio Juárez, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Lu Jiang, Qiang Chen, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti
2012	J	`jnl`	Label-to-region with continuity-biased bi-layer sparsity priors. ACM Trans. Multim. Comput. Commun. Appl. Xiaobai Liu, Shuicheng Yan, Bin Cheng, Jinhui Tang, Tat-Seng Chua, Hai Jin
2012	J	`jnl`	Learning a Propagable Graph for Semisupervised Learning: Classification and Regression. IEEE Trans. Knowl. Data Eng. Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim
2012	A*	`conf`	MoViMash: online mobile video mashup. ACM Multimedia Mukesh Kumar Saini, Raghudeep Gadde, Shuicheng Yan, Wei Tsang Ooi
2012	A*	`conf`	Modeling concept dynamics for large scale music search. SIGIR Jialie Shen, HweeHwa Pang, Meng Wang, Shuicheng Yan
2012	J	`jnl`	Movie2Comics: Towards a Lively Video Content Presentation. IEEE Trans. Multim. Meng Wang, Richang Hong, Xiao-Tong Yuan, Shuicheng Yan, Tat-Seng Chua
2012	A*	`conf`	Multimedia recommendation. ACM Multimedia Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui
2012	J	`jnl`	Multimedia semantics-aware query-adaptive hashing with bits reconfigurability. Int. J. Multim. Inf. Retr. Yadong Mu, Xiangyu Chen, Xianglong Liu, Tat-Seng Chua, Shuicheng Yan
2012	J	`jnl`	Nondegenerate Piecewise Linear Systems: A Finite Newton Algorithm and Applications in Machine Learning. Neural Comput. Xiao-Tong Yuan, Shuicheng Yan
2012	—	`conf`	Object-Layout-Aware Image Retrieval for Personal Album Management. ECCV Workshops (3) Mengyou Li, Zheng Song, Qiang Chen, Liang Lin, ZhongYang Huang, Shuicheng Yan
2012	A*	`conf`	Omni-range spatial contexts for visual classification. CVPR Bingbing Ni, Mengdi Xu, Jinhui Tang, Shuicheng Yan, Pierre Moulin
2012	—	`conf`	Order-Preserving Sparse Coding for Sequence Classification. ECCV (2) Bingbing Ni, Pierre Moulin, Shuicheng Yan
2012	A*	`conf`	Practical low-rank matrix approximation under robust L1-norm. CVPR Yinqiang Zheng, Guangcan Liu, Shigeki Sugimoto, Shuicheng Yan, Masatoshi Okutomi
2012	J	`jnl`	Purposive Hidden-Object-Game: Embedding Human Computation in Popular Game. IEEE Trans. Multim. Jiashi Feng, Yuzhao Ni, Jian Dong, Zilei Wang, Shuicheng Yan
2012	Misc	`conf`	Recognizing emotions of characters in movies. ICASSP Ruchir Srivastava, Shuicheng Yan, Terence Sim, Sujoy Roy
2012	J	`jnl`	Robust Multiperson Detection and Tracking for Mobile Service and Social Robots. IEEE Trans. Syst. Man Cybern. Part B Liyuan Li, Shuicheng Yan, Xinguo Yu, Yeow Kee Tan, Haizhou Li
2012	A*	`conf`	Robust Non-negative Graph Embedding: Towards noisy data, unreliable graphs, and noisy labels. CVPR Hanwang Zhang, Zheng-Jun Zha, Shuicheng Yan, Meng Wang, Tat-Seng Chua
2012	J	`jnl`	Robust PCA in High-dimension: A Deterministic Approach CoRR Jiashi Feng, Huan Xu, Shuicheng Yan
2012	A*	`conf`	Robust PCA in High-dimension: A Deterministic Approach. ICML Jiashi Feng, Huan Xu, Shuicheng Yan
2012	—	`conf`	Robust and Efficient Subspace Segmentation via Least Squares Regression. ECCV (7) Can-Yi Lu, Hai Min, Zhong-Qiu Zhao, Lin Zhu, De-Shuang Huang, Shuicheng Yan
2012	J	`jnl`	Saliency Detection by Multitask Sparsity Pursuit. IEEE Trans. Image Process. Congyan Lang, Guangcan Liu, Jian Yu, Shuicheng Yan
2012	—	`conf`	Segmentation over Detection by Coupled Global and Local Sparse Representations. ECCV (5) Wei Xia, Zheng Song, Jiashi Feng, Loong Fah Cheong, Shuicheng Yan
2012	A*	`conf`	Sense beauty via face, dressing, and/or voice. ACM Multimedia Tam V. Nguyen, Si Liu, Bingbing Ni, Jun Tan, Yong Rui, Shuicheng Yan
2012	J	`jnl`	Special Section on Object and Event Classification in Large-Scale Video Collections. IEEE Trans. Multim. Changsheng Xu, Alan Hanjalic, Shuicheng Yan, Qingshan Liu, Alan F. Smeaton
2012	A*	`conf`	Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set. CVPR Si Liu, Zheng Song, Guangcan Liu, Changsheng Xu, Hanqing Lu, Shuicheng Yan
2012	A*	`conf`	Street-to-shop: cross-scenario clothing retrieval via parts alignment and auxiliary set. ACM Multimedia Si Liu, Zheng Song, Meng Wang, Changsheng Xu, Hanqing Lu, Shuicheng Yan
2012	—	`conf`	Super-Bit Locality-Sensitive Hashing. NIPS Jianqiu Ji, Jianmin Li, Shuicheng Yan, Bo Zhang, Qi Tian
2012	A*	`conf`	Touch saliency. ACM Multimedia Mengdi Xu, Bingbing Ni, Jian Dong, ZhongYang Huang, Meng Wang, Shuicheng Yan
2012	J	`jnl`	Video De-fencing CoRR Yadong Mu, Wei Liu, Shuicheng Yan
2012	J	`jnl`	Visual Classification With Multitask Joint Sparse Representation. IEEE Trans. Image Process. Xiao-Tong Yuan, Xiaobai Liu, Shuicheng Yan
2012	J	`jnl`	Weakly Supervised Graph Propagation Towards Collective Image Parsing. IEEE Trans. Multim. Si Liu, Shuicheng Yan, Tianzhu Zhang, Changsheng Xu, Jing Liu, Hanqing Lu
2011	A	`conf`	A Finite Newton Algorithm for Non-degenerate Piecewise Linear Systems. AISTATS Xiaotong Yuan, Shuicheng Yan
2011	A*	`conf`	Accelerated low-rank visual recovery by random projection. CVPR Yadong Mu, Jian Dong, Xiaotong Yuan, Shuicheng Yan
2011	B	`conf`	Accumulated motion images for facial expression recognition in videos. FG Ruchir Srivastava, Sujoy Roy, Shuicheng Yan, Terence Sim
2011	J	`jnl`	Active learning with adaptive regularization. Pattern Recognit. Zheng Wang, Shuicheng Yan, Changshui Zhang
2011	J	`jnl`	Adaptive Object Tracking by Learning Hybrid Template Online. IEEE Trans. Circuits Syst. Video Technol. Xiaobai Liu, Liang Lin, Shuicheng Yan, Hai Jin, Wenbin Jiang
2011	J	`jnl`	Assemble New Object Detector With Few Examples. IEEE Trans. Image Process. Kuiyuan Yang, Meng Wang, Xian-Sheng Hua, Shuicheng Yan, Hong-Jiang Zhang
2011	J	`jnl`	Automated Assembly of Shredded Pieces From Multiple Photos. IEEE Trans. Multim. Hairong Liu, Shengjiao Cao, Shuicheng Yan
2011	J	`jnl`	Beyond search: Event-driven summarization for web videos. ACM Trans. Multim. Comput. Commun. Appl. Richang Hong, Jinhui Tang, Hung-Khoon Tan, Chong-Wah Ngo, Shuicheng Yan, Tat-Seng Chua
2011	A*	`conf`	Contextualizing object detection and classification. CVPR Zheng Song, Qiang Chen, ZhongYang Huang, Yang Hua, Shuicheng Yan
2011	J	`jnl`	Correntropy based feature selection using binary projection. Pattern Recognit. Hui Yan, Xiaotong Yuan, Shuicheng Yan, Jingyu Yang
2011	A*	`conf`	Cross Domain Random Walk for Query Intent Pattern Mining from Search Engine Log. ICDM Siyu Gu, Jun Yan, Lei Ji, Shuicheng Yan, Junshi Huang, Ning Liu, Ying Chen, Zheng Chen
2011	A*	`conf`	Efficient Subspace Segmentation via Quadratic Programming. AAAI Shusen Wang, Xiaotong Yuan, Tiansheng Yao, Shuicheng Yan, Jialie Shen
2011	J	`jnl`	Efficient region-aware large graph construction towards scalable multi-label propagation. Pattern Recognit. Bing-Kun Bao, Bingbing Ni, Yadong Mu, Shuicheng Yan
2011	J	`jnl`	Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation CoRR Guangcan Liu, Huan Xu, Shuicheng Yan
2011	—	`conf`	Generative Group Activity Analysis with Quaternion Descriptor. MMM (2) Guangyu Zhu, Shuicheng Yan, Tony X. Han, Changsheng Xu
2011	A*	`conf`	Geometric ℓp-norm feature pooling for image classification. CVPR Jiashi Feng, Bingbing Ni, Qi Tian, Shuicheng Yan
2011	A*	`conf`	Human group activity analysis with fusion of motion and appearance information. ACM Multimedia Zhongwei Cheng, Lei Qin, Qingming Huang, Shuqiang Jiang, Shuicheng Yan, Qi Tian
2011	J	`jnl`	Image Decomposition With Multilabel Context: Algorithms and Applications. IEEE Trans. Image Process. Teng Li, Shuicheng Yan, Tao Mei, Xian-Sheng Hua, In-So Kweon
2011	J	`jnl`	Image Retagging Using Collaborative Tag Propagation. IEEE Trans. Multim. Dong Liu, Shuicheng Yan, Xian-Sheng Hua, Hong-Jiang Zhang
2011	J	`jnl`	Image annotation by ACM Trans. Intell. Syst. Technol. Jinhui Tang, Richang Hong, Shuicheng Yan, Tat-Seng Chua, Guo-Jun Qi, Ramesh C. Jain
2011	J	`jnl`	Integrating Spatio-Temporal Context With Multiview Representation for Object Recognition in Visual Surveillance. IEEE Trans. Circuits Syst. Video Technol. Xiaobai Liu, Liang Lin, Shuicheng Yan, Hai Jin, Wenbing Tao
2011	J	`jnl`	Label-Specific Training Set Construction from Web Resource for Image Annotation CoRR Jinhui Tang, Shuicheng Yan, Tat-Seng Chua, Ramesh C. Jain
2011	A*	`conf`	Latent Low-Rank Representation for subspace segmentation and feature extraction. ICCV Guangcan Liu, Shuicheng Yan
2011	B	`conf`	Learning reconfigurable hashing for diverse semantics. ICMR Yadong Mu, Xiangyu Chen, Tat-Seng Chua, Shuicheng Yan
2011	A	`conf`	Learning to rank audience for behavioral targeting in display ads. CIKM Jian Tang, Ning Liu, Jun Yan, Yelong Shen, Shaodan Guo, Bin Gao, Shuicheng Yan, Ming Zhang
2011	A*	`conf`	Learning universal multi-view age estimator using video context. ICCV Zheng Song, Bingbing Ni, Dong Guo, Terence Sim, Shuicheng Yan
2011	—	`conf`	Multi-actor Emotion Recognition in Movies Using a Bimodal Approach. MMM (2) Ruchir Srivastava, Sujoy Roy, Shuicheng Yan, Terence Sim
2011	A*	`conf`	Multi-class semi-supervised SVMs with Positiveness Exclusive Regularization. ICCV Xiaobai Liu, Xiaotong Yuan, Shuicheng Yan, Hai Jin
2011	A*	`conf`	Multi-label visual classification with label exclusive context. ICCV Xiangyu Chen, Xiao-Tong Yuan, Qiang Chen, Shuicheng Yan, Tat-Seng Chua
2011	A*	`conf`	Multi-task low-rank affinity pursuit for image segmentation. ICCV Bin Cheng, Guangcan Liu, Jingdong Wang, ZhongYang Huang, Shuicheng Yan
2011	A*	`conf`	Multimedia tagging: past, present and future. ACM Multimedia Jialie Shen, Meng Wang, Shuicheng Yan, Xian-Sheng Hua
2011	J	`jnl`	Near-duplicate keyframe retrieval by semi-supervised learning and nonrigid image matching. ACM Trans. Multim. Comput. Commun. Appl. Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan
2011	A*	`conf`	Next photo please: towards visually consistent sequential photo browsing. ACM Multimedia Dong Liu, Shuicheng Yan, Hong-Jiang Zhang
2011	A*	`conf`	Predicting occupation via human clothing and contexts. ICCV Zheng Song, Meng Wang, Xian-Sheng Hua, Shuicheng Yan
2011	—	`conf`	Probabilistic indexing of media sequences. ICIMCS Jialie Shen, Meng Wang, Shuicheng Yan, Qi Tian
2011	A*	`conf`	Purposive hidden-object game (P-HOG) towards imperceptible human computation. ACM Multimedia Jian Dong, Yuzhao Ni, Jiashi Feng, Shuicheng Yan
2011	A*	`conf`	Purposive hidden-object-game: embedding human computation in popular game. ACM Multimedia Yuzhao Ni, Jian Dong, Jiashi Feng, Shuicheng Yan
2011	J	`jnl`	Recognizing pair-activities by causality analysis. ACM Trans. Intell. Syst. Technol. Yue Zhou, Bingbing Ni, Shuicheng Yan, Thomas S. Huang
2011	A*	`conf`	Segment an image by looking into an image corpus. CVPR Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Liang Lin, Hai Jin
2011	A*	`conf`	Size Adaptive Selection of Most Informative Features. AAAI Si Liu, Hairong Liu, Longin Jan Latecki, Shuicheng Yan, Changsheng Xu, Hanqing Lu
2011	A*	`conf`	Snap & play: auto-generate personalized find-the-difference mobile game. ACM Multimedia Si Liu, Qiang Chen, Jian Dong, Shuicheng Yan, Changsheng Xu, Hanqing Lu
2011	A*	`conf`	Sparse hidden-dynamics conditional random fields for user intent understanding. WWW Yelong Shen, Jun Yan, Shuicheng Yan, Lei Ji, Ning Liu, Zheng Chen
2011	J	`jnl`	Special issue on feature-oriented image and video computing for extracting contexts and semantics. Comput. Vis. Image Underst. Yun Fu, Shuicheng Yan, Thomas S. Huang
2011	A*	`conf`	Tag-based social image search with visual-text joint hypergraph learning. ACM Multimedia Yue Gao, Meng Wang, Huan-Bo Luan, Jialie Shen, Shuicheng Yan, Dacheng Tao
2011	A*	`conf`	Towards Optimal Discriminating Order for Multiclass Classification. ICDM Dong Liu, Shuicheng Yan, Yadong Mu, Xian-Sheng Hua, Shih-Fu Chang, Hong-Jiang Zhang
2011	A*	`conf`	Towards multi-semantic image annotation with graph regularized exclusive group lasso. ACM Multimedia Xiangyu Chen, Xiaotong Yuan, Shuicheng Yan, Jinhui Tang, Yong Rui, Tat-Seng Chua
2011	J	`jnl`	Trace-Oriented Feature Analysis for Large-Scale Text Data Dimension Reduction. IEEE Trans. Knowl. Data Eng. Jun Yan, Ning Liu, Shuicheng Yan, Qiang Yang, Weiguo Fan, Wei Wei, Zheng Chen
2011	J	`jnl`	Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness. IEEE Trans. Image Process. Junbiao Pang, Qingming Huang, Shuicheng Yan, Shuqiang Jiang, Lei Qin
2011	J	`jnl`	Video accessibility enhancement for hearing-impaired users. ACM Trans. Multim. Comput. Commun. Appl. Richang Hong, Meng Wang, Xiao-Tong Yuan, Mengdi Xu, Jianguo Jiang, Shuicheng Yan, Tat-Seng Chua
2011	J	`jnl`	Web Image and Video Mining Towards Universal and Robust Age Estimator. IEEE Trans. Multim. Bingbing Ni, Zheng Song, Shuicheng Yan
2010	A*	`conf`	A Novel Contrast Co-learning Framework for Generating High Quality Training Data. ICDM Zeyu Zheng, Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen, Ming Zhang
2010	A*	`conf`	A co-learning framework for learning user search intents from rule-generated training data. SIGIR Jun Yan, Zeyu Zheng, Li Jiang, Yan Li, Shuicheng Yan, Zheng Chen
2010	A	`conf`	Activity recognition using dense long-duration trajectories. ICME Ju Sun, Yadong Mu, Shuicheng Yan, Loong Fah Cheong
2010	—	`conf`	Auto-generation of professional background music for home-made videos. ICIMCS Jiashi Feng, Bingbing Ni, Shuicheng Yan
2010	A	`conf`	Automated assembly of shredded pieces from multiple photos. ICME Shengjiao Cao, Hairong Liu, Shuicheng Yan
2010	A*	`conf`	Cast2Face: character identification in movie with actor-character correspondence. ACM Multimedia Mengdi Xu, Xiaotong Yuan, Jialie Shen, Shuicheng Yan
2010	J	`jnl`	Closed-Form Solutions to A Category of Nuclear Norm Minimization Problems CoRR Guangcan Liu, Ju Sun, Shuicheng Yan
2010	A*	`conf`	Common visual pattern discovery via spatially coherent correspondences. CVPR Hairong Liu, Shuicheng Yan
2010	A*	`conf`	Dynamic captioning: video accessibility enhancement for hearing impairment. ACM Multimedia Richang Hong, Meng Wang, Mengdi Xu, Shuicheng Yan, Tat-Seng Chua
2010	A*	`conf`	Effective music tagging through advanced statistical modeling. SIGIR Jialie Shen, Wang Meng, Shuicheng Yan, HweeHwa Pang, Xian-Sheng Hua
2010	A*	`conf`	Efficient large-scale image annotation by probabilistic collaborative multi-label propagation. ACM Multimedia Xiangyu Chen, Yadong Mu, Shuicheng Yan, Tat-Seng Chua
2010	—	`conf`	Epitomized Summarization of Wireless Capsule Endoscopic Videos for Efficient Visualization. MICCAI (2) Xinqi Chu, Chee Khun Poh, Liyuan Li, Kap Luk Chan, Shuicheng Yan, Weijia Shen, That Mon Htwe, Jiang Liu, Joo-Hwee Lim, Eng Hui Ong
2010	A*	`conf`	Factorization towards a classifier. CVPR Qiang Chen, Shuicheng Yan, Tian-Tsong Ng
2010	—	`conf`	Feature selection for facial expression recognition using deformation modeling. ICDIP Ruchir Srivastava, Terence Sim, Shuicheng Yan, Surendra Ranganath
2010	J	`jnl`	Image Clustering Using Local Discriminant Models and Global Integration. IEEE Trans. Image Process. Yi Yang, Dong Xu, Feiping Nie, Shuicheng Yan, Yueting Zhuang
2010	A*	`conf`	Image segmentation with patch-pair density priors. ACM Multimedia Xiaobai Liu, Jiashi Feng, Shuicheng Yan, Hai Jin
2010	A*	`conf`	Image tag refinement towards low-rank, content-tag prior and error sparsity. ACM Multimedia Guangyu Zhu, Shuicheng Yan, Yi Ma
2010	J	`jnl`	Information-Theoretic Analysis of Input Strokes in Visual Object Cutout. IEEE Trans. Multim. Yadong Mu, Bingfeng Zhou, Shuicheng Yan
2010	B	`conf`	Learning Cooking Techniques from YouTube. MMM Guangda Li, Richang Hong, Yantao Zheng, Shuicheng Yan, Tat-Seng Chua
2010	J	`jnl`	Learning With ℓ IEEE Trans. Image Process. Bin Cheng, Jianchao Yang, Shuicheng Yan, Yun Fu, Thomas S. Huang
2010	A*	`conf`	Learning to photograph. ACM Multimedia Bin Cheng, Bingbing Ni, Shuicheng Yan, Qi Tian
2010	—	`conf`	Learning to rank tags. CIVR Zheng Wang, Jiashi Feng, Changshui Zhang, Shuicheng Yan
2010	J	`jnl`	Misalignment-Robust Face Recognition. IEEE Trans. Image Process. Shuicheng Yan, Huan Wang, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang
2010	A*	`conf`	Movie2Comics: a feast of multimedia artwork. ACM Multimedia Richang Hong, Xiaotong Yuan, Mengdi Xu, Meng Wang, Shuicheng Yan, Tat-Seng Chua
2010	Misc	`conf`	Multi-View Object Detection by Classifier Interpolation. ICASSP Xiaobai Liu, Haifeng Gong, Shuicheng Yan, Hai Jin
2010	J	`jnl`	Near Duplicate Identification With Spatially Aligned Pyramid Matching. IEEE Trans. Circuits Syst. Video Technol. Dong Xu, Tat-Jen Cham, Shuicheng Yan, Lixin Duan, Shih-Fu Chang
2010	A*	`conf`	Non-Metric Locality-Sensitive Hashing. AAAI Yadong Mu, Shuicheng Yan
2010	A*	`conf`	Nonparametric Label-to-Region by search. CVPR Xiaobai Liu, Shuicheng Yan, Jiebo Luo, Jinhui Tang, ZhongYang Huang, Hai Jin
2010	A*	`conf`	One person labels one million images. ACM Multimedia Jinhui Tang, Qiang Chen, Shuicheng Yan, Tat-Seng Chua, Ramesh C. Jain
2010	J	`jnl`	Projective Nonnegative Graph Embedding. IEEE Trans. Image Process. Xiaobai Liu, Shuicheng Yan, Hai Jin
2010	—	`conf`	Randomized Locality Sensitive Vocabularies for Bag-of-Features Model. ECCV (3) Yadong Mu, Ju Sun, Tony X. Han, Loong Fah Cheong, Shuicheng Yan
2010	—	`conf`	Robust Clustering as Ensembles of Affinity Relations. NIPS Hairong Liu, Longin Jan Latecki, Shuicheng Yan
2010	A*	`conf`	Robust Graph Mode Seeking by Graph Shift. ICML Hairong Liu, Shuicheng Yan
2010	J	`jnl`	Robust Low-Rank Subspace Segmentation with Semidefinite Guarantees CoRR Yuzhao Ni, Ju Sun, Xiaotong Yuan, Shuicheng Yan, Loong Fah Cheong
2010	—	`conf`	Robust Low-Rank Subspace Segmentation with Semidefinite Guarantees. ICDM Workshops Yuzhao Ni, Ju Sun, Xiaotong Yuan, Shuicheng Yan, Loong Fah Cheong
2010	J	`jnl`	Robust Recovery of Subspace Structures by Low-Rank Representation CoRR Guangcan Liu, Zhouchen Lin, Shuicheng Yan, Ju Sun, Yong Yu, Yi Ma
2010	J	`jnl`	Selective Image Super-Resolution CoRR Ju Sun, Qiang Chen, Shuicheng Yan, Loong Fah Cheong
2010	J	`jnl`	Sparse Representation for Computer Vision and Pattern Recognition. Proc. IEEE John Wright, Yi Ma, Julien Mairal, Guillermo Sapiro, Thomas S. Huang, Shuicheng Yan
2010	A*	`conf`	Sparse representation using nonnegative curds and whey. CVPR Yanan Liu, Fei Wu, Zhihua Zhang, Yueting Zhuang, Shuicheng Yan
2010	A*	`conf`	Spatialized epitome and its applications. CVPR Xinqi Chu, Shuicheng Yan, Liyuan Li, Kap Luk Chan, Thomas S. Huang
2010	—	`conf`	TRECVID 2010 Known-item Search by NUS. TRECVID Xiangyu Chen, Jin Yuan, Liqiang Nie, Zheng-Jun Zha, Shuicheng Yan, Tat-Seng Chua
2010	A*	`conf`	Towards a universal detector by mining concepts with small semantic gaps. ACM Multimedia Jiashi Feng, Yantao Zheng, Shuicheng Yan
2010	A*	`conf`	Unified tag analysis with multi-edge graph. ACM Multimedia Dong Liu, Shuicheng Yan, Yong Rui, Hong-Jiang Zhang
2010	A*	`conf`	Visual classification with multi-task joint sparse representation. CVPR Xiaotong Yuan, Shuicheng Yan
2010	A*	`conf`	Weakly-supervised hashing in kernel space. CVPR Yadong Mu, Jialie Shen, Shuicheng Yan
2010	A*	`conf`	iComics: automatic conversion of movie into comics. ACM Multimedia Richang Hong, Meng Wang, Guangda Li, Xiaotong Yuan, Shuicheng Yan, Tat-Seng Chua
2009	A*	`conf`	Action detection in complex scenes with spatial and temporal ambiguities. ICCV Yuxiao Hu, Liangliang Cao, Fengjun Lv, Shuicheng Yan, Yihong Gong, Thomas S. Huang
2009	A*	`conf`	An HOG-LBP human detector with partial occlusion handling. ICCV Xiaoyu Wang, Tony X. Han, Shuicheng Yan
2009	J	`jnl`	An online blog reading system by topic clustering and personalized ranking. ACM Trans. Internet Techn. Xin Li, Jun Yan, Weiguo Fan, Ning Liu, Shuicheng Yan, Zheng Chen
2009	A*	`conf`	Contextual decomposition of multi-label images. CVPR Teng Li, Tao Mei, Shuicheng Yan, In-So Kweon, Chil-Woo Lee
2009	A*	`conf`	Contextualizing histogram. CVPR Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim
2009	J	`jnl`	Correspondence Propagation with Weak Priors. IEEE Trans. Image Process. Huan Wang, Shuicheng Yan, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang
2009	Misc	`conf`	Directed Markov Stationary Features for visual classification. ICASSP Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim
2009	J	`jnl`	Enhancing Bilinear Subspace Learning by Element Rearrangement. IEEE Trans. Pattern Anal. Mach. Intell. Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
2009	—	`conf`	Event driven summarization for web videos. WSM@MM Richang Hong, Jinhui Tang, Hung-Khoon Tan, Shuicheng Yan, Chong-Wah Ngo, Tat-Seng Chua
2009	—	`conf`	Hidden-concept driven image decomposition towards semi-supervised multi-label image annotation. ICIMCS Bing-Kun Bao, Teng Li, Shuicheng Yan
2009	A*	`conf`	Hierarchical spatio-temporal context modeling for action recognition. CVPR Ju Sun, Xiao Wu, Shuicheng Yan, Loong Fah Cheong, Tat-Seng Chua, Jintao Li
2009	A*	`conf`	Inferring semantic concepts from community-contributed images and noisy tags. ACM Multimedia Jinhui Tang, Shuicheng Yan, Richang Hong, Guo-Jun Qi, Tat-Seng Chua
2009	J	`jnl`	Introduction to the special issue on Video-based Object and Event Analysis. Pattern Recognit. Lett. Shiguang Shan, Qingshan Liu, Dacheng Tao, Dong Xu, Shuicheng Yan, Xuelong Li
2009	A*	`conf`	Label to region by bi-layer sparsity priors. ACM Multimedia Xiaobai Liu, Bin Cheng, Shuicheng Yan, Jinhui Tang, Tat-Seng Chua, Hai Jin
2009	Misc	`conf`	Large scale natural image classification by sparsity exploration. ICASSP Changhu Wang, Shuicheng Yan, Hong-Jiang Zhang
2009	A	`conf`	Local-driven semi-supervised learning with multi-label. ICME Teng Li, Shuicheng Yan, Tao Mei, In-So Kweon
2009	A	`conf`	ML-fusion based multi-model human detection and tracking for robust human-robot interfaces. WACV Liyuan Li, Jerry Kah Eng Hoe, Shuicheng Yan, Xinguo Yu
2009	J	`jnl`	Mode-kn Factor Analysis for Image Ensembles. IEEE Trans. Image Process. Shuicheng Yan, Huan Wang, Jilin Tu, Xiaoou Tang, Thomas S. Huang
2009	A*	`conf`	Multi-label sparse coding for automatic image annotation. CVPR Changhu Wang, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang
2009	A*	`conf`	Multiplicative nonnegative graph embedding. CVPR Changhu Wang, Zheng Song, Shuicheng Yan, Lei Zhang, Hong-Jiang Zhang
2009	A	`conf`	Non-Negative Semi-Supervised Learning. AISTATS Changhu Wang, Shuicheng Yan, Lei Zhang, HongJiang Zhang
2009	—	`conf`	Probabilistic latent semantic user segmentation for behavioral targeted advertising. KDD Workshop on Data Mining and Audience Intelligence for Advertising Xiaohui Wu, Jun Yan, Ning Liu, Shuicheng Yan, Ying Chen, Zheng Chen
2009	A*	`conf`	Recognizing human group activities with localized causalities. CVPR Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim
2009	J	`jnl`	Semi-Supervised Bilinear Subspace Learning. IEEE Trans. Image Process. Dong Xu, Shuicheng Yan
2009	A*	`conf`	Semi-Supervised Classification on Evolutionary Data. IJCAI Yangqing Jia, Shuicheng Yan, Changshui Zhang
2009	A	`conf`	Semi-supervised Learning by Sparse Representation. SDM Shuicheng Yan, Huan Wang
2009	A	`conf`	Straightforward Feature Selection for Scalable Latent Semantic Indexing. SDM Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen
2009	J	`jnl`	Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond. IEEE Trans. Image Process. Shuicheng Yan, Huan Wang, Yun Fu, Jun Yan, Xiaoou Tang, Thomas S. Huang
2009	A*	`conf`	Synthesizing Novel Dimension Reduction Algorithms in Matrix Trace Oriented Optimization Framework. ICDM Jun Yan, Ning Liu, Shuicheng Yan, Qiang Yang, Zheng Chen
2009	A*	`conf`	Temporal query substitution for ad search. SIGIR Wen Zhang, Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen
2009	J	`jnl`	Ubiquitously Supervised Subspace Learning. IEEE Trans. Image Process. Jianchao Yang, Shuicheng Yan, Thomas S. Huang
2009	A*	`conf`	Unified Solution to Nonnegative Data Factorization Problems. ICDM Xiaobai Liu, Shuicheng Yan, Jun Yan, Hai Jin
2009	A*	`conf`	Web image mining towards universal age estimator. ACM Multimedia Bingbing Ni, Zheng Song, Shuicheng Yan
2008	—	`conf`	Categorizing bi-object video activities using bag of segments and causality features. VNBA Yue Zhou, Shuicheng Yan, Thomas S. Huang
2008	J	`jnl`	Classification and Feature Extraction by Simplexization. IEEE Trans. Inf. Forensics Secur. Yun Fu, Shuicheng Yan, Thomas S. Huang
2008	J	`jnl`	Contextual motion field-based distance for video analysis. Vis. Comput. Yadong Mu, Shuicheng Yan, Thomas S. Huang, Bingfeng Zhou
2008	J	`jnl`	Convergent 2-D Subspace Learning With Null Space Analysis. IEEE Trans. Circuits Syst. Video Technol. Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang
2008	J	`jnl`	Correlation Metric for Generalized Feature Extraction. IEEE Trans. Pattern Anal. Mach. Intell. Yun Fu, Shuicheng Yan, Thomas S. Huang
2008	J	`jnl`	Discriminant Locally Linear Embedding With High-Order Tensor Data. IEEE Trans. Syst. Man Cybern. Part B Xuelong Li, Stephen Lin, Shuicheng Yan, Dong Xu
2008	Misc	`conf`	Discriminant simplex analysis. ICASSP Yun Fu, Shuicheng Yan, Thomas S. Huang
2008	A*	`conf`	Discriminative local binary patterns for human detection in personal album. CVPR Yadong Mu, Shuicheng Yan, Yi Liu, Thomas S. Huang, Bingfeng Zhou
2008	Misc	`conf`	Extracting age information from local spatially flexible patches. ICASSP Shuicheng Yan, Ming Liu, Thomas S. Huang
2008	J	`jnl`	Face Recognition Using Spatially Constrained Earth Mover's Distance. IEEE Trans. Image Process. Dong Xu, Shuicheng Yan, Jiebo Luo
2008	Misc	`conf`	Flexible X-Y patches for face recognition. ICASSP Ming Liu, Shuicheng Yan, Yun Fu, Thomas S. Huang
2008	J	`jnl`	Gait Components and Their Application to Gender Recognition. IEEE Trans. Syst. Man Cybern. Part C Xuelong Li, Stephen J. Maybank, Shuicheng Yan, Dacheng Tao, Dong Xu
2008	A*	`conf`	Learning by Propagability. ICDM Bingbing Ni, Shuicheng Yan, Ashraf A. Kassim, Loong Fah Cheong
2008	A*	`conf`	Learning the Latent Semantic Space for Ranking in Text Retrieval. ICDM Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen
2008	J	`jnl`	Matrix-Variate Factor Analysis and Its Applications. IEEE Trans. Neural Networks Xianchao Xie, Shuicheng Yan, James T. Kwok, Thomas S. Huang
2008	A*	`conf`	Misalignment-robust face recognition. CVPR Huan Wang, Shuicheng Yan, Thomas S. Huang, Jianzhuang Liu, Xiaoou Tang
2008	A*	`conf`	Near duplicate image identification with patially Aligned Pyramid Matching. CVPR Dong Xu, Tat-Jen Cham, Shuicheng Yan, Shih-Fu Chang
2008	A*	`conf`	Near-duplicate keyframe retrieval by nonrigid image matching. ACM Multimedia Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan
2008	A*	`conf`	Non-negative graph embedding. CVPR Jianchao Yang, Shuicheng Yan, Yun Fu, Xuelong Li, Thomas S. Huang
2008	A*	`conf`	Pair-activity classification by bi-trajectories analysis. CVPR Yue Zhou, Shuicheng Yan, Thomas S. Huang
2008	A*	`conf`	Real-time human action recognition by luminance field trajectory analysis. ACM Multimedia Zhu Li, Yun Fu, Thomas S. Huang, Shuicheng Yan
2008	J	`jnl`	Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis. IEEE Trans. Circuits Syst. Video Technol. Dong Xu, Shuicheng Yan, Lei Zhang, Stephen Lin, Hong-Jiang Zhang, Thomas S. Huang
2008	J	`jnl`	Regression From Uncertain Labels and Its Applications to Soft Biometrics. IEEE Trans. Inf. Forensics Secur. Shuicheng Yan, Huan Wang, Xiaoou Tang, Jianzhuang Liu, Thomas S. Huang
2008	A*	`conf`	Regression from patch-kernel. CVPR Shuicheng Yan, Xi Zhou, Ming Liu, Mark Hasegawa-Johnson, Thomas S. Huang
2008	A*	`conf`	SIFT-Bag kernel for video event analysis. ACM Multimedia Xi Zhou, Xiaodan Zhuang, Shuicheng Yan, Shih-Fu Chang, Mark Hasegawa-Johnson, Thomas S. Huang
2008	A*	`conf`	Trace Ratio Criterion for Feature Selection. AAAI Feiping Nie, Shiming Xiang, Yangqing Jia, Changshui Zhang, Shuicheng Yan
2008	—	`conf`	Web Query Prediction by Unifying Model. ICDM Workshops Ning Liu, Jun Yan, Shuicheng Yan, Weiguo Fan, Zheng Chen
2007	A*	`conf`	A Convengent Solution to Tensor Subspace Learning. IJCAI Huan Wang, Shuicheng Yan, Thomas S. Huang, Xiaoou Tang
2007	J	`jnl`	A Parameter-Free Framework for General Supervised Subspace Learning. IEEE Trans. Inf. Forensics Secur. Shuicheng Yan, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang
2007	J	`jnl`	Bilinear Analysis for Kernel Selection and Nonlinear Feature Extraction. IEEE Trans. Neural Networks Shu Yang, Shuicheng Yan, Chao Zhang, Xiaoou Tang
2007	A*	`conf`	Causal relation of queries from temporal logs. WWW Yizhou Sun, Kunqing Xie, Ning Liu, Shuicheng Yan, Benyu Zhang, Zheng Chen
2007	A	`conf`	Detecting Anomaly in Videos from Trajectory Similarity Analysis. ICME Yue Zhou, Shuicheng Yan, Thomas S. Huang
2007	A*	`conf`	Element Rearrangement for Tensor-Based Subspace Learning. CVPR Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
2007	—	`conf`	Exploring Feature Descritors for Face Recognition. ICASSP (1) Shuicheng Yan, Huan Wang, Xiaoou Tang, Thomas S. Huang
2007	J	`jnl`	Face Recognition - a Generalized Marginal Fisher Analysis Approach. Int. J. Image Graph. Dong Xu, Dacheng Tao, Xuelong Li, Shuicheng Yan
2007	J	`jnl`	Face Verification With Balanced Thresholds. IEEE Trans. Image Process. Shuicheng Yan, Dong Xu, Xiaoou Tang
2007	J	`jnl`	Formulating Face Verification With Semidefinite Programming. IEEE Trans. Image Process. Shuicheng Yan, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang
2007	J	`jnl`	Graph Embedding and Extensions: A General Framework for Dimensionality Reduction. IEEE Trans. Pattern Anal. Mach. Intell. Shuicheng Yan, Dong Xu, Benyu Zhang, HongJiang Zhang, Qiang Yang, Stephen Lin
2007	A*	`conf`	Learning Auto-Structured Regressor from Uncertain Nonnegative Labels. ICCV Shuicheng Yan, Huan Wang, Xiaoou Tang, Thomas S. Huang
2007	—	`conf`	Learning a Person-Independent Representation for Precise 3D Pose Estimation. CLEAR Shuicheng Yan, ZhenQiu Zhang, Yun Fu, Yuxiao Hu, Jilin Tu, Thomas S. Huang
2007	A*	`conf`	Local Word Bag Model for Text Categorization. ICDM Wen Pu, Ning Liu, Shuicheng Yan, Jun Yan, Kunqing Xie, Zheng Chen
2007	J	`jnl`	Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval. IEEE Trans. Image Process. Dong Xu, Shuicheng Yan, Dacheng Tao, Stephen Lin, Hong-Jiang Zhang
2007	J	`jnl`	Multilinear Discriminant Analysis for Face Recognition. IEEE Trans. Image Process. Shuicheng Yan, Dong Xu, Qiang Yang, Lei Zhang, Xiaoou Tang, HongJiang Zhang
2007	J	`jnl`	Nonlinear Discriminant Analysis on Embedded Manifold. IEEE Trans. Circuits Syst. Video Technol. Shuicheng Yan, Yuxiao Hu, Dong Xu, Hong-Jiang Zhang, Benyu Zhang, QianSheng Cheng
2007	J	`jnl`	Rank-One Projections With Adaptive Margins for Face Recognition. IEEE Trans. Syst. Man Cybern. Part B Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang
2007	A	`conf`	Ranking with Uncertain Labels. ICME Shuicheng Yan, Huan Wang, Thomas S. Huang, Qiong Yang, Xiaoou Tang
2007	J	`jnl`	Ranking with uncertain labels and its applications. Frontiers Comput. Sci. China Shuicheng Yan, Huan Wang, Jianzhuang Liu, Xiaoou Tang, Thomas S. Huang
2007	A*	`conf`	Trace Ratio vs. Ratio Trace for Dimensionality Reduction. CVPR Huan Wang, Shuicheng Yan, Dong Xu, Xiaoou Tang, Thomas S. Huang
2007	A*	`conf`	Transductive regression piloted by inter-manifold relations. ICML Huan Wang, Shuicheng Yan, Thomas S. Huang, Jianzhuang Liu, Xiaoou Tang
2006	A*	`conf`	A Novel Scalable Algorithm for Supervised Subspace Learning. ICDM Jun Yan, Ning Liu, Benyu Zhang, Qiang Yang, Shuicheng Yan, Zheng Chen
2006	J	`jnl`	A scalable supervised algorithm for dimensionality reduction on streaming data. Inf. Sci. Jun Yan, Benyu Zhang, Shuicheng Yan, Ning Liu, Qiang Yang, QianSheng Cheng, Hua Li, Zheng Chen, Wei-Ying Ma
2006	—	`conf`	Dimensionality Reduction with Adaptive Kernels. ICPR (2) Shuicheng Yan, Xiaoou Tang
2006	J	`jnl`	Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing. IEEE Trans. Knowl. Data Eng. Jun Yan, Benyu Zhang, Ning Liu, Shuicheng Yan, QianSheng Cheng, Weiguo Fan, Qiang Yang, Wensi Xi, Zheng Chen
2006	J	`jnl`	Human Gait Recognition With Matrix Representation. IEEE Trans. Circuits Syst. Video Technol. Dong Xu, Shuicheng Yan, Dacheng Tao, Lei Zhang, Xuelong Li, HongJiang Zhang
2006	—	`conf`	Learning Semantic Patterns with Discriminant Localized Binary Projections. CVPR (1) Shuicheng Yan, Tianqiang Yuan, Xiaoou Tang
2006	A*	`conf`	Locally adaptive classification piloted by uncertainty. ICML Juan Dai, Shuicheng Yan, Xiaoou Tang, James T. Kwok
2006	A*	`conf`	Maximum unfolded embedding: formulation, solution, and application for image clustering. ACM Multimedia Huan Wang, Shuicheng Yan, Thomas S. Huang, Xiaoou Tang
2006	—	`conf`	Perspective Symmetry Invariant and Its Applications. ICPR (4) Tianqiang Yuan, Shuicheng Yan, Xiaoou Tang
2006	—	`conf`	Pursuing Informative Projection on Grassmann Manifold. CVPR (2) Dahua Lin, Shuicheng Yan, Xiaoou Tang
2006	—	`conf`	Rank-one Projections with Adaptive Margins for Face Recognition. CVPR (1) Dong Xu, Stephen Lin, Shuicheng Yan, Xiaoou Tang
2006	—	`conf`	Trace Quotient Problems Revisited. ECCV (2) Shuicheng Yan, Xiaoou Tang
2005	—	`conf`	Comparative study: face recognition on unspecific persons using linear subspace methods. ICIP (3) Dahua Lin, Shuicheng Yan, Xiaoou Tang
2005	—	`conf`	Concurrent Subspaces Analysis. CVPR (2) Dong Xu, Shuicheng Yan, Lei Zhang, HongJiang Zhang, Zhengkai Liu, Heung-Yeung Shum
2005	—	`conf`	Coupled Kernel-Based Subspace Learning. CVPR (1) Shuicheng Yan, Dong Xu, Lei Zhang, Benyu Zhang, HongJiang Zhang
2005	—	`conf`	Discriminant Analysis with Tensor Representation. CVPR (1) Shuicheng Yan, Dong Xu, Qiang Yang, Lei Zhang, Xiaoou Tang, HongJiang Zhang
2005	J	`jnl`	Efficient 3D reconstruction for face recognition. Pattern Recognit. Dalong Jiang, Yuxiao Hu, Shuicheng Yan, Lei Zhang, HongJiang Zhang, Wen Gao
2005	J	`jnl`	Face Recognition Using Laplacianfaces. IEEE Trans. Pattern Anal. Mach. Intell. Xiaofei He, Shuicheng Yan, Yuxiao Hu, Partha Niyogi, HongJiang Zhang
2005	—	`conf`	Feedback-based dynamic generalized LDA for face recognition. ICIP (2) Dahua Lin, Shuicheng Yan, Xiaoou Tang
2005	—	`conf`	Fisher+Kernel Criterion for Discriminant Analysis. CVPR (2) Shu Yang, Shuicheng Yan, Dong Xu, Xiaoou Tang, Chao Zhang
2005	—	`conf`	Graph Embedding: A General Framework for Dimensionality Reduction. CVPR (2) Shuicheng Yan, Dong Xu, Benyu Zhang, HongJiang Zhang
2005	—	`conf`	Largest-eigenvalue-theory for incremental principal component analysis. ICIP (1) Shuicheng Yan, Xiaoou Tang
2005	J	`jnl`	Learning quantifiable associations via principal sparse non-negative matrix factorization. Intell. Data Anal. Chenyong Hu, Benyu Zhang, Yongji Wang, Shuicheng Yan, Zheng Chen, Qing Wang, Qiang Yang
2005	A*	`conf`	Neighborhood Preserving Embedding. ICCV Xiaofei He, Deng Cai, Shuicheng Yan, HongJiang Zhang
2005	A*	`conf`	OCFS: optimal orthogonal centroid feature selection for text categorization. SIGIR Jun Yan, Ning Liu, Benyu Zhang, Shuicheng Yan, Zheng Chen, QianSheng Cheng, Weiguo Fan, Wei-Ying Ma
2005	B	`conf`	Parallel Image Matrix Compression for Face Recognition. MMM Dong Xu, Shuicheng Yan, Lei Zhang, Mingjing Li, Wei-Ying Ma, Zhengkai Liu, HongJiang Zhang
2005	B	`conf`	Realistic 3D Face Modeling by Fusing Multiple 2D Images. MMM Changhu Wang, Shuicheng Yan, HongJiang Zhang, Wei-Ying Ma
2005	J	`jnl`	Robust Non-Frontal Face Alignment with Edge Based Texture. J. Comput. Sci. Technol. Hua Li, Shuicheng Yan, Li-Zhong Peng
2005	—	`conf`	Tensor-based factor decomposition for relighting. ICIP (2) Dahua Lin, Yingqing Xu, Xiaoou Tang, Shuicheng Yan
2004	—	`conf`	Automatic 3D Reconstruction for Face Recognition. FGR Yuxiao Hu, Dalong Jiang, Shuicheng Yan, Lei Zhang, HongJiang Zhang
2004	—	`conf`	Automatic, Effective, and Efficient 3D Face Reconstruction from Arbitrary View Image. PCM (2) Changhu Wang, Shuicheng Yan, Hua Li, HongJiang Zhang, Mingjing Li
2004	J	`jnl`	Bayesian shape localization for face recognition using global and local textures. IEEE Trans. Circuits Syst. Video Technol. Shuicheng Yan, Xiaofei He, Yuxiao Hu, HongJiang Zhang, Mingjing Li, QianSheng Cheng
2004	—	`conf`	Discriminant Analysis on Embedded Manifold. ECCV (1) Shuicheng Yan, HongJiang Zhang, Yuxiao Hu, Benyu Zhang, QianSheng Cheng
2004	—	`conf`	Efficient PageRank with Same Out-Link Groups. AIRS Yizhou Lu, Xuezheng Liu, Hua Li, Benyu Zhang, Wensi Xi, Zheng Chen, Shuicheng Yan, Wei-Ying Ma
2004	A*	`conf`	IMMC: incremental maximum margin criterion. KDD Jun Yan, Benyu Zhang, Shuicheng Yan, Qiang Yang, Hua Li, Zheng Chen, Wensi Xi, Weiguo Fan, Wei-Ying Ma, QianSheng Cheng
2004	A	`conf`	Learning similarity measures in non-orthogonal space. CIKM Ning Liu, Benyu Zhang, Jun Yan, Qiang Yang, Shuicheng Yan, Zheng Chen, Fengshan Bai, Wei-Ying Ma
2004	A*	`conf`	Link fusion: a unified link analysis framework for multi-type interrelated data objects. WWW Wensi Xi, Benyu Zhang, Zheng Chen, Yizhou Lu, Shuicheng Yan, Wei-Ying Ma, Edward A. Fox
2004	A*	`conf`	Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization. ICDM Chenyong Hu, Benyu Zhang, Shuicheng Yan, Qiang Yang, Jun Yan, Zheng Chen, Wei-Ying Ma
2004	—	`conf`	Online Supervised Learning for Digital Library. ICADL Ning Liu, Benyu Zhang, Jun Yan, Wensi Xi, Shuicheng Yan, Zheng Chen, Fengshan Bai, Wei-Ying Ma
2003	J	`jnl`	Face alignment using texture-constrained active shape models. Image Vis. Comput. Shuicheng Yan, Ce Liu, Stan Z. Li, HongJiang Zhang, Heung-Yeung Shum, QianSheng Cheng
2003	J	`jnl`	Face alignment using view-based direct appearance models. Int. J. Imaging Syst. Technol. Shuicheng Yan, Xinwen Hou, Stan Z. Li, HongJiang Zhang, QianSheng Cheng
2003	A*	`conf`	Learning a Locality Preserving Subspace for Visual Recognition. ICCV Xiaofei He, Shuicheng Yan, Yuxiao Hu, HongJiang Zhang
2003	A*	`conf`	Ranking Prior Likelihood Distributions for Bayesian Shape Localization Framework. ICCV Shuicheng Yan, Mingjing Li, HongJiang Zhang, QianSheng Cheng
2002	—	`conf`	Multi-Class SVM Classifier Based on Pairwise Coupling. SVM Zeyu Li, Shiwei Tang, Shuicheng Yan
2002	—	`conf`	Multi-View Face Alignment Using Direct Appearance Models. FGR Stan Z. Li, HongJiang Zhang, Shuicheng Yan, QianSheng Cheng