Xiaofei He - RankMe

320 papers A* 119A 3C 2Misc 1Journal 171Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Aligning Multiple Knowledge Graphs in A Single Pass. WWW Yaming Yang, Zhe Wang, Ziyu Guan, Wei Zhao, Weigang Lu, Xinyan Huang, Jiangtao Cui, Xiaofei He
2026	J	`jnl`	Anchor Forcing: Anchor Memory and Tri-Region RoPE for Interactive Streaming Video Diffusion. CoRR Yang Yang, Tianyi Zhang, Wei Huang, Jinwei Chen, Boxi Wu, Xiaofei He, Deng Cai, Bo Li, Peng-Tao Jiang
2026	A*	`conf`	FGD-Align: Pluralistic Alignment for Large Language Models via Fuzzy Group Decision-Making. AAAI Weihang Pan, Zhengxu Yu, Yong Wu, Xun Liang, Zhongming Jin, Qiang Fu, Penghui Shang, Binbin Lin, Xiaofei He, Jieping Ye
2026	J	`jnl`	HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM Inference. CoRR Zhiyuan Shi, Qibo Qiu, Feng Xue, Zhonglin Jiang, Li Yu, Jian Jiang, Xiaofei He, Wenxiao Wang
2026	J	`jnl`	PhyRPR: Training-Free Physics-Constrained Video Generation. CoRR Yibo Zhao, Hengjia Li, Xiaofei He, Boxi Wu
2025	J	`jnl`	Any-to-Bokeh: One-Step Video Bokeh via Multi-Plane Image Guided Diffusion. CoRR Yang Yang, Siming Zheng, Jinwei Chen, Boxi Wu, Xiaofei He, Deng Cai, Bo Li, Peng-Tao Jiang
2025	J	`jnl`	CLRNetV2: A Faster and Stronger Lane Detector. IEEE Trans. Pattern Anal. Mach. Intell. Tu Zheng, Yifei Huang, Yang Liu, Binbin Lin, Zheng Yang, Deng Cai, Xiaofei He
2025	J	`jnl`	Cooperative Driving at Multiple Unsignalized Intersections in Fully Autonomous Driving Scenarios. IEEE Trans. Intell. Transp. Syst. Weihang Pan, Binbin Lin, Yafei Wang, Zhengxu Yu, Xinkui Zhao, Xiaofei He, Jieping Ye
2025	J	`jnl`	Cross-Modal Guided Visual Representation Learning for Social Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. Ziyu Guan, Wanqing Zhao, Hongmin Liu, Yuta Nakashima, Noboru Babaguchi, Xiaofei He
2025	A*	`conf`	Depth Any Video with Scalable Synthetic Data. ICLR Honghui Yang, Di Huang, Wei Yin, Chunhua Shen, Haifeng Liu, Xiaofei He, Binbin Lin, Wanli Ouyang, Tong He
2025	J	`jnl`	Discriminator-Free Direct Preference Optimization for Video Diffusion. CoRR Haoran Cheng, Qide Dong, Liang Peng, Zhizhou Sha, Weiguo Feng, Jinghui Xie, Zhao Song, Shilei Wen, Xiaofei He, Boxi Wu
2025	J	`jnl`	Dual Graph for Traffic Forecasting. IEEE Access Long Wei, Zhengxu Yu, Zhongming Jin, Liang Xie, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
2025	A*	`conf`	Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach. ICLR Sinan Fan, Liang Xie, Chen Shen, Ge Teng, Xiaosong Yuan, Xiaofeng Zhang, Chenxi Huang, Wenxiao Wang, Xiaofei He, Jieping Ye
2025	J	`jnl`	Improving Complex Reasoning with Dynamic Prompt Corruption: A soft prompt Optimization Approach. CoRR Sinan Fan, Liang Xie, Chen Shen, Ge Teng, Xiaosong Yuan, Xiaofeng Zhang, Chenxi Huang, Wenxiao Wang, Xiaofei He, Jieping Ye
2025	J	`jnl`	Large-Scale Storage Location Assignment via Hierarchical Reinforcement Learning: A Rank and Assign Approach. IEEE Trans. Knowl. Data Eng. Weihang Pan, Minghao Chen, Binbin Lin, Yafei Wang, Xinkui Zhao, Xiaofei He, Jieping Ye
2025	J	`jnl`	LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models. IEEE Trans. Image Process. Yang Yang, Wen Wang, Liang Peng, Chaotian Song, Yao Chen, Hengjia Li, Xiaolong Yang, Qinglin Lu, Deng Cai, Xiaofei He, Boxi Wu, Wei Liu
2025	A*	`conf`	Local Conditional Controlling for Text-to-Image Diffusion Models. AAAI Yibo Zhao, Liang Peng, Yang Yang, Zekai Luo, Hengjia Li, Yao Chen, Zheng Yang, Xiaofei He, Wei Zhao, Qinglin Lu, Wei Liu, Boxi Wu
2025	J	`jnl`	M IEEE Trans. Circuits Syst. Video Technol. Qibo Qiu, Honghui Yang, Jian Jiang, Shun Zhang, Haochao Ying, Haiming Gao, Wenxiao Wang, Xiaofei He
2025	Misc	`conf`	Object-level Data Augmentation for Visual 3D Object Detection in Autonomous Driving. ICASSP Haoran Cheng, Junkai Xu, Liang Peng, Zheng Yang, Xiaofei He, Boxi Wu
2025	A*	`conf`	SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement. ICLR Yuqi Lin, Hengjia Li, Wenqi Shao, Zheng Yang, Jun Zhao, Xiaofei He, Ping Luo, Kaipeng Zhang
2025	J	`jnl`	SAMRefiner: Taming Segment Anything Model for Universal Mask Refinement. CoRR Yuqi Lin, Hengjia Li, Wenqi Shao, Zheng Yang, Jun Zhao, Xiaofei He, Ping Luo, Kaipeng Zhang
2025	J	`jnl`	SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization. CoRR Liang Peng, Boxi Wu, Haoran Cheng, Yibo Zhao, Xiaofei He
2025	J	`jnl`	Unsupervised Entity Alignment Based on Personalized Discriminative Rooted Tree. CoRR Yaming Yang, Zhe Wang, Ziyu Guan, Wei Zhao, Xinyan Huang, Xiaofei He
2025	J	`jnl`	Unsupervised Entity Alignment Based on Personalized Discriminative Rooted Tree. IEEE Trans. Knowl. Data Eng. Yaming Yang, Zhe Wang, Ziyu Guan, Wei Zhao, Xinyan Huang, Xiaofei He
2024	—	`conf`	Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts. ECCV (57) Yanting Yang, Minghao Chen, Qibo Qiu, Jiahao Wu, Wenxiao Wang, Binbin Lin, Ziyu Guan, Xiaofei He
2024	J	`jnl`	Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts. CoRR Yanting Yang, Minghao Chen, Qibo Qiu, Jiahao Wu, Wenxiao Wang, Binbin Lin, Ziyu Guan, Xiaofei He
2024	A*	`conf`	AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning. NeurIPS Minghao Chen, Yihang Li, Yanting Yang, Shiyu Yu, Binbin Lin, Xiaofei He
2024	J	`jnl`	AutoManual: Generating Instruction Manuals by LLM Agents via Interactive Environmental Learning. CoRR Minghao Chen, Yihang Li, Yanting Yang, Shiyu Yu, Binbin Lin, Xiaofei He
2024	J	`jnl`	CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention. IEEE Trans. Pattern Anal. Mach. Intell. Wenxiao Wang, Wei Chen, Qibo Qiu, Long Chen, Boxi Wu, Binbin Lin, Xiaofei He, Wei Liu
2024	J	`jnl`	Depth Any Video with Scalable Synthetic Data. CoRR Honghui Yang, Di Huang, Wei Yin, Chunhua Shen, Haifeng Liu, Xiaofei He, Binbin Lin, Wanli Ouyang, Tong He
2024	A*	`conf`	EMVP: Embracing Visual Foundation Model for Visual Place Recognition with Centroid-Free Probing. NeurIPS Qibo Qiu, Shun Zhang, Haiming Gao, Honghui Yang, Haochao Ying, Wenxiao Wang, Xiaofei He
2024	A*	`conf`	Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control. NeurIPS Yuxin Xiao, Chaoqun Wan, Yonggang Zhang, Wenxiao Wang, Binbin Lin, Xiaofei He, Xu Shen, Jieping Ye
2024	J	`jnl`	Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control. CoRR Yuxin Xiao, Chaoqun Wan, Yonggang Zhang, Wenxiao Wang, Binbin Lin, Xiaofei He, Xu Shen, Jieping Ye
2024	A*	`conf`	Few-shot Hybrid Domain Adaptation of Image Generator. ICLR Hengjia Li, Yang Liu, Linxuan Xia, Yuqi Lin, Wenxiao Wang, Tu Zheng, Zheng Yang, Xiaohui Zhong, Xiaobo Ren, Xiaofei He
2024	J	`jnl`	Model Compression and Efficient Inference for Large Language Models: A Survey. CoRR Wenxiao Wang, Wei Chen, Yicong Luo, Yongliu Long, Zhengkai Lin, Liye Zhang, Binbin Lin, Deng Cai, Xiaofei He
2024	J	`jnl`	Motion-Aware Memory Network for Fast Video Salient Object Detection. IEEE Trans. Image Process. Xing Zhao, Haoran Liang, Peipei Li, Guodao Sun, Dongdong Zhao, Ronghua Liang, Xiaofei He
2024	J	`jnl`	PD-TPE: Parallel Decoder with Text-guided Position Encoding for 3D Visual Grounding. CoRR Chenshu Hou, Liang Peng, Xiaopei Wu, Wenxiao Wang, Xiaofei He
2024	J	`jnl`	SciPIP: An LLM-based Scientific Paper Idea Proposer. CoRR Wenxiao Wang, Lihui Gu, Liye Zhang, Yunxiang Luo, Yi Dai, Chen Shen, Liang Xie, Binbin Lin, Xiaofei He, Jieping Ye
2024	J	`jnl`	Searching Priors Makes Text-to-Video Synthesis Better. CoRR Haoran Cheng, Liang Peng, Linxuan Xia, Yuepeng Hu, Hengjia Li, Qinglin Lu, Xiaofei He, Boxi Wu
2024	J	`jnl`	SelFLoc: Selective feature fusion for large-scale point cloud-based place recognition. Knowl. Based Syst. Qibo Qiu, Wenxiao Wang, Haochao Ying, Dingkun Liang, Haiming Gao, Xiaofei He
2024	A*	`conf`	Task-Agnostic Self-Distillation for Few-Shot Action Recognition. IJCAI Bin Zhang, Yuanjie Dang, Peng Chen, Ronghua Liang, Nan Gao, Ruohong Huan, Xiaofei He
2024	J	`jnl`	Temporal Feature Fusion for 3D Detection in Monocular Video. IEEE Trans. Image Process. Haoran Cheng, Liang Peng, Zheng Yang, Binbin Lin, Xiaofei He, Boxi Wu
2024	A*	`conf`	UniPAD: A Universal Pre-Training Paradigm for Autonomous Driving. CVPR Honghui Yang, Sha Zhang, Di Huang, Xiaoyang Wu, Haoyi Zhu, Tong He, Shixiang Tang, Hengshuang Zhao, Qibo Qiu, Binbin Lin, Xiaofei He, Wanli Ouyang
2023	J	`jnl`	A Study of Unsupervised Evaluation Metrics for Practical and Automatic Domain Adaptation. CoRR Minghao Chen, Zepeng Gao, Shuai Zhao, Qibo Qiu, Wenxiao Wang, Binbin Lin, Xiaofei He
2023	A*	`conf`	CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation. CVPR Yuqi Lin, Minghao Chen, Wenxiao Wang, Boxi Wu, Ke Li, Binbin Lin, Haifeng Liu, Xiaofei He
2023	J	`jnl`	CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention. CoRR Wenxiao Wang, Wei Chen, Qibo Qiu, Long Chen, Boxi Wu, Binbin Lin, Xiaofei He, Wei Liu
2023	J	`jnl`	Denoising Multi-modal Sequential Recommenders with Contrastive Learning. CoRR Dong Yao, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Wenqiao Zhang, Rui Zhang, Xiaofei He, Fei Wu
2023	J	`jnl`	Few-Shot Domain Adaptation for Charge Prediction on Unprofessional Descriptions. CoRR Jie Zhao, Ziyu Guan, Wei Zhao, Yue Jiang, Xiaofei He
2023	J	`jnl`	Few-shot Hybrid Domain Adaptation of Image Generators. CoRR Hengjia Li, Yang Liu, Linxuan Xia, Yuqi Lin, Tu Zheng, Zheng Yang, Wenxiao Wang, Xiaohui Zhong, Xiaobo Ren, Xiaofei He
2023	A*	`conf`	GD-MAE: Generative Decoder for MAE Pre-Training on LiDAR Point Clouds. CVPR Honghui Yang, Tong He, Jiaheng Liu, Hua Chen, Boxi Wu, Binbin Lin, Xiaofei He, Wanli Ouyang
2023	J	`jnl`	General Rotation Invariance Learning for Point Clouds via Weight-Feature Alignment. CoRR Liang Xie, Yibo Yang, Wenxiao Wang, Binbin Lin, Deng Cai, Xiaofei He
2023	J	`jnl`	M CoRR Qibo Qiu, Honghui Yang, Wenxiao Wang, Shun Zhang, Haiming Gao, Haochao Ying, Wei Hua, Xiaofei He
2023	J	`jnl`	Multi-scale fusion transformer based weakly supervised hashing learning for instance retrieval. Int. J. Mach. Learn. Cybern. Yuanhai Lv, Chen Jiao, Wanqing Zhao, Wei Zhao, Ziyu Guan, Xiaofei He
2023	J	`jnl`	Neural collapse inspired attraction-repulsion-balanced loss for imbalanced learning. Neurocomputing Liang Xie, Yibo Yang, Deng Cai, Xiaofei He
2023	J	`jnl`	Optimizing traffic efficiency via a reinforcement learning approach based on time allocation. Int. J. Mach. Learn. Cybern. Chao Xiang, Zhongming Jin, Zhengxu Yu, Xian-Sheng Hua, Yao Hu, Wei Qian, Kaili Zhu, Deng Cai, Xiaofei He
2023	A*	`conf`	PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer. CVPR Honghui Yang, Wenxiao Wang, Minghao Chen, Binbin Lin, Tong He, Hua Chen, Xiaofei He, Wanli Ouyang
2023	J	`jnl`	PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer. CoRR Honghui Yang, Wenxiao Wang, Minghao Chen, Binbin Lin, Tong He, Hua Chen, Xiaofei He, Wanli Ouyang
2023	A*	`conf`	PriorLane: A Prior Knowledge Enhanced Lane Detection Approach Based on Transformer. ICRA Qibo Qiu, Haiming Gao, Wei Hua, Gang Huang, Xiaofei He
2023	J	`jnl`	SelFLoc: Selective Feature Fusion for Large-scale Point Cloud-based Place Recognition. CoRR Qibo Qiu, Haiming Gao, Wenxiao Wang, Zhiyi Su, Tian Xie, Wei Hua, Xiaofei He
2023	A*	`conf`	Towards In-Distribution Compatible Out-of-Distribution Detection. AAAI Boxi Wu, Jie Jiang, Haidong Ren, Zifan Du, Wenxiao Wang, Zhifeng Li, Deng Cai, Xiaofei He, Binbin Lin, Wei Liu
2023	J	`jnl`	UniPAD: A Universal Pre-training Paradigm for Autonomous Driving. CoRR Honghui Yang, Sha Zhang, Di Huang, Xiaoyang Wu, Haoyi Zhu, Tong He, Shixiang Tang, Hengshuang Zhao, Qibo Qiu, Binbin Lin, Xiaofei He, Wanli Ouyang
2023	J	`jnl`	Urban Traffic Light Control via Active Multi-Agent Communication and Supply-Demand Modeling. IEEE Trans. Knowl. Data Eng. Xin Guo, Zhengxu Yu, Pengfei Wang, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
2023	J	`jnl`	X-View: Non-Egocentric Multi-View 3D Object Detector. IEEE Trans. Image Process. Liang Xie, Guodong Xu, Deng Cai, Xiaofei He
2022	J	`jnl`	CCL4Rec: Contrast over Contrastive Learning for Micro-video Recommendation. CoRR Shengyu Zhang, Bofang Li, Dong Yao, Fuli Feng, Jieming Zhu, Wenyan Fan, Zhou Zhao, Xiaofei He, Tat-Seng Chua, Fei Wu
2022	J	`jnl`	CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation. CoRR Yuqi Lin, Minghao Chen, Wenxiao Wang, Boxi Wu, Ke Li, Binbin Lin, Haifeng Liu, Xiaofei He
2022	A*	`conf`	CLRNet: Cross Layer Refinement Network for Lane Detection. CVPR Tu Zheng, Yifei Huang, Yang Liu, Wenjian Tang, Zheng Yang, Deng Cai, Xiaofei He
2022	J	`jnl`	CLRNet: Cross Layer Refinement Network for Lane Detection. CoRR Tu Zheng, Yifei Huang, Yang Liu, Wenjian Tang, Zheng Yang, Deng Cai, Xiaofei He
2022	A*	`conf`	CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention. ICLR Wenxiao Wang, Lu Yao, Long Chen, Binbin Lin, Deng Cai, Xiaofei He, Wei Liu
2022	A*	`conf`	DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network. AAAI Yang Liu, Tu Zheng, Jie Song, Deng Cai, Xiaofei He
2022	J	`jnl`	GD-MAE: Generative Decoder for MAE Pre-training on LiDAR Point Clouds. CoRR Honghui Yang, Tong He, Jiaheng Liu, Hua Chen, Boxi Wu, Binbin Lin, Xiaofei He, Wanli Ouyang
2022	—	`conf`	Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph. ECCV (8) Honghui Yang, Zili Liu, Xiaopei Wu, Wenxiao Wang, Wei Qian, Xiaofei He, Deng Cai
2022	J	`jnl`	Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph. CoRR Honghui Yang, Zili Liu, Xiaopei Wu, Wenxiao Wang, Wei Qian, Xiaofei He, Deng Cai
2022	A*	`conf`	Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification. CVPR Yang Liu, Weifeng Zhang, Chao Xiang, Tu Zheng, Deng Cai, Xiaofei He
2022	A*	`conf`	MLSLT: Towards Multilingual Sign Language Translation. CVPR Aoxiong Yin, Zhou Zhao, Weike Jin, Meng Zhang, Xingshan Zeng, Xiaofei He
2022	J	`jnl`	Motion-aware Memory Network for Fast Video Salient Object Detection. CoRR Xing Zhao, Haoran Liang, Peipei Li, Guodao Sun, Dongdong Zhao, Ronghua Liang, Xiaofei He
2022	J	`jnl`	Neural Collapse Inspired Attraction-Repulsion-Balanced Loss for Imbalanced Learning. CoRR Liang Xie, Yibo Yang, Deng Cai, Xiaofei He
2022	J	`jnl`	PointCSE: Context-sensitive encoders for efficient 3D object detection from point cloud. Int. J. Mach. Learn. Cybern. Kuoliang Wu, Guodong Xu, Zili Liu, Haifeng Liu, Deng Cai, Xiaofei He
2022	J	`jnl`	PriorLane: A Prior Knowledge Enhanced Lane Detection Approach Based on Transformer. CoRR Qibo Qiu, Haiming Gao, Wei Hua, Gang Huang, Xiaofei He
2022	J	`jnl`	TelecomNet: Tag-Based Weakly-Supervised Modally Cooperative Hashing Network for Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. Wei Zhao, Cai Xu, Ziyu Guan, Xunlian Wu, Wanqing Zhao, Qiguang Miao, Xiaofei He, Quan Wang
2022	—	`conf`	Towards Efficient Adversarial Training on Vision Transformers. ECCV (13) Boxi Wu, Jindong Gu, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu
2022	J	`jnl`	Towards Efficient Adversarial Training on Vision Transformers. CoRR Boxi Wu, Jindong Gu, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu
2022	J	`jnl`	Towards In-distribution Compatibility in Out-of-distribution Detection. CoRR Boxi Wu, Jie Jiang, Haidong Ren, Zifan Du, Wenxiao Wang, Zhifeng Li, Deng Cai, Xiaofei He, Binbin Lin, Wei Liu
2022	J	`jnl`	VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation. CoRR Jiong Wang, Zhou Zhao, Weike Jin, Xinyu Duan, Zhen Lei, Baoxing Huai, Yiling Wu, Xiaofei He
2022	A*	`conf`	WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection. ICLR Liang Peng, Senbo Yan, Boxi Wu, Zheng Yang, Xiaofei He, Deng Cai
2022	J	`jnl`	WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection. CoRR Liang Peng, Senbo Yan, Boxi Wu, Zheng Yang, Xiaofei He, Deng Cai
2021	A*	`conf`	Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework. ICML Wenxiao Wang, Minghao Chen, Shuai Zhao, Long Chen, Jinming Hu, Haifeng Liu, Deng Cai, Xiaofei He, Wei Liu
2021	J	`jnl`	Attacking Adversarial Attacks as A Defense. CoRR Boxi Wu, Heng Pan, Li Shen, Jindong Gu, Shuai Zhao, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu
2021	J	`jnl`	COP: customized correlation-based Filter level pruning method for deep CNN compression. Neurocomputing Wenxiao Wang, Zhengxu Yu, Cong Fu, Deng Cai, Xiaofei He
2021	J	`jnl`	CrossFormer: A Versatile Vision Transformer Based on Cross-scale Attention. CoRR Wenxiao Wang, Lu Yao, Long Chen, Deng Cai, Xiaofei He, Wei Liu
2021	J	`jnl`	DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural Network. CoRR Yang Liu, Tu Zheng, Jie Song, Deng Cai, Xiaofei He
2021	J	`jnl`	Discriminative-Generative Dual Memory Video Anomaly Detection. CoRR Xin Guo, Zhongming Jin, Chong Chen, Helei Nie, Jianqiang Huang, Deng Cai, Xiaofei He, Xiansheng Hua
2021	A*	`conf`	Do Wider Neural Networks Really Help Adversarial Robustness? NeurIPS Boxi Wu, Jinghui Chen, Deng Cai, Xiaofei He, Quanquan Gu
2021	J	`jnl`	ES-Net: Erasing Salient Parts to Learn More in Re-Identification. CoRR Dong Shen, Shuai Zhao, Jinming Hu, Hao Feng, Deng Cai, Xiaofei He
2021	J	`jnl`	ES-Net: Erasing Salient Parts to Learn More in Re-Identification. IEEE Trans. Image Process. Dong Shen, Shuai Zhao, Jinming Hu, Hao Feng, Deng Cai, Xiaofei He
2021	J	`jnl`	Learning Manifold Structures With Subspace Segmentations. IEEE Trans. Cybern. Shangming Yang, Lei Zhang, Xiaofei He, Zhang Yi
2021	J	`jnl`	OCM3D: Object-Centric Monocular 3D Object Detection. CoRR Liang Peng, Fei Liu, Senbo Yan, Xiaofei He, Deng Cai
2021	A*	`conf`	Salient Object Ranking with Position-Preserved Attention. ICCV Hao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen, Jiawei Li, Yao Hu, Deng Cai, Xiaofei He
2021	J	`jnl`	Salient Object Ranking with Position-Preserved Attention. CoRR Hao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen, Jiawei Li, Yao Hu, Deng Cai, Xiaofei He
2021	A*	`conf`	SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive Memory. ACM Multimedia Zhijie Lin, Zhou Zhao, Haoyuan Li, Jinglin Liu, Meng Zhang, Xingshan Zeng, Xiaofei He
2021	J	`jnl`	SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive Memory. CoRR Zhijie Lin, Zhou Zhao, Haoyuan Li, Jinglin Liu, Meng Zhang, Xingshan Zeng, Xiaofei He
2021	A*	`conf`	SimulSLT: End-to-End Simultaneous Sign Language Translation. ACM Multimedia Aoxiong Yin, Zhou Zhao, Jinglin Liu, Weike Jin, Meng Zhang, Xingshan Zeng, Xiaofei He
2021	J	`jnl`	SimulSLT: End-to-End Simultaneous Sign Language Translation. CoRR Aoxiong Yin, Zhou Zhao, Jinglin Liu, Weike Jin, Meng Zhang, Xingshan Zeng, Xiaofei He
2021	A*	`conf`	VLAD-VSA: Cross-Domain Face Presentation Attack Detection with Vocabulary Separation and Adaptation. ACM Multimedia Jiong Wang, Zhou Zhao, Weike Jin, Xinyu Duan, Zhen Lei, Baoxing Huai, Yiling Wu, Xiaofei He
2021	A*	`conf`	Why Do We Click: Visual Impression-aware News Recommendation. ACM Multimedia Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu
2021	J	`jnl`	Why Do We Click: Visual Impression-aware News Recommendation. CoRR Jiahao Xun, Shengyu Zhang, Zhou Zhao, Jieming Zhu, Qi Zhang, Jingjie Li, Xiuqiang He, Xiaofei He, Tat-Seng Chua, Fei Wu
2021	J	`jnl`	X-view: Non-egocentric Multi-View 3D Object Detector. CoRR Liang Xie, Guodong Xu, Deng Cai, Xiaofei He
2020	J	`jnl`	Apparel-invariant Feature Learning for Apparel-changed Person Re-identification. CoRR Zhengxu Yu, Yilun Zhao, Bin Hong, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
2020	J	`jnl`	CoHomo: A cluster-attribute correlation aware graph clustering framework. Neurocomputing Yaming Yang, Hongmin Liu, Ziyu Guan, Xiaofei He, Gaoliang Liu
2020	J	`jnl`	Continuous Influence Maximization. ACM Trans. Knowl. Discov. Data Yu Yang, Xiangbo Mao, Jian Pei, Xiaofei He
2020	J	`jnl`	Decouple co-adaptation: Classifier randomization for person re-identification. Neurocomputing Long Wei, Zhenyong Wei, Zhongming Jin, Qianxiao Wei, Jianqiang Huang, Xian-Sheng Hua, Deng Cai, Xiaofei He
2020	J	`jnl`	Discerning Influence Patterns with Beta-Poisson Factorization in Microblogging Environments. IEEE Trans. Knowl. Data Eng. Wei Zhao, Ziyu Guan, Yuhui Huang, Tingting Xi, Huan Sun, Zhiheng Wang, Xiaofei He
2020	J	`jnl`	Does Network Width Really Help Adversarial Robustness? CoRR Boxi Wu, Jinghui Chen, Deng Cai, Xiaofei He, Quanquan Gu
2020	J	`jnl`	LAMP: Label Augmented Multimodal Pretraining. CoRR Jia Guo, Chen Zhu, Yilun Zhao, Heda Wang, Yao Hu, Xiaofei He, Deng Cai
2020	A*	`conf`	MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification. IJCAI Zhengxu Yu, Shuxian Liang, Long Wei, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
2020	A*	`conf`	PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module. AAAI Liang Xie, Chao Xiang, Zhengxu Yu, Guodong Xu, Zheng Yang, Deng Cai, Xiaofei He
2020	J	`jnl`	SIF: Self-Inspirited Feature Learning for Person Re-Identification. IEEE Trans. Image Process. Long Wei, Zhenyong Wei, Zhongming Jin, Zhengxu Yu, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
2020	J	`jnl`	Spherical Knowledge Distillation. CoRR Jia Guo, Minghao Chen, Yao Hu, Chen Zhu, Xiaofei He, Deng Cai
2020	J	`jnl`	Stable Learning via Causality-based Feature Rectification. CoRR Zhengxu Yu, Pengfei Wang, Junkai Xu, Liang Xie, Zhongming Jin, Jianqiang Huang, Xiaofei He, Deng Cai, Xian-Sheng Hua
2019	J	`jnl`	A Real-Time 17-Scale Object Detection Accelerator With Adaptive 2000-Stage Classification in 65 nm CMOS. IEEE Trans. Circuits Syst. I Regul. Pap. Minkyu Kim, Abinash Mohanty, Deepak Kadetotad, Luning Wei, Xiaofei He, Yu Cao, Jae-sun Seo
2019	A*	`conf`	Attribute Attention for Semantic Disambiguation in Zero-Shot Learning. ICCV Yang Liu, Jishun Guo, Deng Cai, Xiaofei He
2019	A*	`conf`	COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning. IJCAI Wenxiao Wang, Cong Fu, Jishun Guo, Deng Cai, Xiaofei He
2019	J	`jnl`	COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning. CoRR Wenxiao Wang, Cong Fu, Jishun Guo, Deng Cai, Xiaofei He
2019	J	`jnl`	Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference. CoRR Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He
2019	A*	`conf`	IntentGC: A Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. KDD Jun Zhao, Zhou Zhou, Ziyu Guan, Wei Zhao, Wei Ning, Guang Qiu, Xiaofei He
2019	J	`jnl`	IntentGC: a Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. CoRR Jun Zhao, Zhou Zhou, Ziyu Guan, Wei Zhao, Wei Ning, Guang Qiu, Xiaofei He
2019	J	`jnl`	MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models. CoRR Boyuan Pan, Yazheng Yang, Hao Li, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He
2019	A*	`conf`	Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks. IJCAI Zhu Zhang, Zhou Zhao, Zhijie Lin, Jingkuan Song, Xiaofei He
2019	J	`jnl`	Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks. CoRR Zhu Zhang, Zhou Zhao, Zhijie Lin, Jingkuan Song, Xiaofei He
2019	J	`jnl`	PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module. CoRR Liang Xie, Chao Xiang, Zhengxu Yu, Guodong Xu, Zheng Yang, Deng Cai, Xiaofei He
2019	A*	`conf`	Progressive Transfer Learning for Person Re-identification. IJCAI Zhengxu Yu, Zhongming Jin, Long Wei, Jishun Guo, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
2019	J	`jnl`	Progressive Transfer Learning for Person Re-identification. CoRR Zhengxu Yu, Zhongming Jin, Long Wei, Jishun Guo, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
2019	J	`jnl`	Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction. J. Mach. Learn. Res. Bin Hong, Weizhong Zhang, Wei Liu, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang
2018	A*	`conf`	Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning. IJCAI Zhou Zhao, Lingtao Meng, Jun Xiao, Min Yang, Fei Wu, Deng Cai, Xiaofei He, Yueting Zhuang
2018	A*	`conf`	Deep Reinforcement Learning for Sponsored Search Real-time Bidding. KDD Jun Zhao, Guang Qiu, Ziyu Guan, Wei Zhao, Xiaofei He
2018	J	`jnl`	Deep Reinforcement Learning for Sponsored Search Real-time Bidding. CoRR Jun Zhao, Guang Qiu, Ziyu Guan, Wei Zhao, Xiaofei He
2018	A*	`conf`	Dialogue Act Recognition via CRF-Attentive Structured Network. SIGIR Zheqian Chen, Rongqin Yang, Zhou Zhao, Deng Cai, Xiaofei He
2018	—	`conf`	Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference. ACL (1) Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He
2018	J	`jnl`	Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks. IEEE Trans. Knowl. Data Eng. Weizhong Zhang, Tingjin Luo, Shuang Qiu, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang
2018	J	`jnl`	Improving face recognition with domain adaptation. Neurocomputing Ge Wen, Huaguan Chen, Deng Cai, Xiaofei He
2018	A*	`conf`	MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models. NeurIPS Boyuan Pan, Yazheng Yang, Hao Li, Zhou Zhao, Yueting Zhuang, Deng Cai, Xiaofei He
2018	J	`jnl`	Multi-Target Regression via Robust Low-Rank Learning. IEEE Trans. Pattern Anal. Mach. Intell. Xiantong Zhen, Mengyang Yu, Xiaofei He, Shuo Li
2018	A*	`conf`	Multi-Turn Video Question Answering via Multi-Stream Hierarchical Attention Context Network. IJCAI Zhou Zhao, Xinghua Jiang, Deng Cai, Jun Xiao, Xiaofei He, Shiliang Pu
2018	J	`jnl`	Multi-label active learning based on submodular functions. Neurocomputing Kuoliang Wu, Deng Cai, Xiaofei He
2018	J	`jnl`	Real-Time Object Tracking on a Drone With Multi-Inertial Sensing Data. IEEE Trans. Intell. Transp. Syst. Peng Chen, Yuanjie Dang, Ronghua Liang, Wei Zhu, Xiaofei He
2018	J	`jnl`	Robust Structured Nonnegative Matrix Factorization for Image Representation. IEEE Trans. Neural Networks Learn. Syst. Zechao Li, Jinhui Tang, Xiaofei He
2018	J	`jnl`	Social-Aware Movie Recommendation via Multimodal Network Learning. IEEE Trans. Multim. Zhou Zhao, Qifan Yang, Hanqing Lu, Tim Weninger, Deng Cai, Xiaofei He, Yueting Zhuang
2018	J	`jnl`	Split-Net: Improving face recognition in one forwarding operation. Neurocomputing Ge Wen, Yi Mao, Deng Cai, Xiaofei He
2018	A*	`conf`	Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism. IJCAI Wei Qian, Cong Fu, Yu Zhu, Deng Cai, Xiaofei He
2018	J	`jnl`	Weakly-Supervised Deep Embedding for Product Review Sentiment Analysis. IEEE Trans. Knowl. Data Eng. Wei Zhao, Ziyu Guan, Long Chen, Xiaofei He, Deng Cai, Beidou Wang, Quan Wang
2017	—	`conf`	A real-time 17-scale object detection accelerator with adaptive 2000-stage classification in 65nm CMOS. ASP-DAC Minkyu Kim, Abinash Mohanty, Deepak Kadetotad, Naveen Suda, Luning Wei, Pooja Saseendran, Xiaofei He, Yu Cao, Jae-sun Seo
2017	C	`conf`	A real-time 17-scale object detection accelerator with adaptive 2000-stage classification in 65nm CMOS. ISCAS Minkyu Kim, Abinash Mohanty, Deepak Kadetotad, Naveen Suda, Luning Wei, Pooja Saseendran, Xiaofei He, Yu Cao, Jae-sun Seo
2017	A*	`conf`	Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning. AAAI Zhou Zhao, Hanqing Lu, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang
2017	J	`jnl`	Dialogue Act Recognition via CRF-Attentive Structured Network. CoRR Zheqian Chen, Rongqin Yang, Zhou Zhao, Deng Cai, Xiaofei He
2017	J	`jnl`	Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation. CoRR Boyuan Pan, Hao Li, Zhou Zhao, Deng Cai, Xiaofei He
2017	J	`jnl`	Learning Graph-Level Representation for Drug Discovery. CoRR Junying Li, Deng Cai, Xiaofei He
2017	A*	`conf`	Link Prediction via Ranking Metric Dual-Level Attention Network Learning. IJCAI Zhou Zhao, Ben Gao, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang
2017	J	`jnl`	MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension. CoRR Boyuan Pan, Hao Li, Zhou Zhao, Bin Cao, Deng Cai, Xiaofei He
2017	A*	`conf`	Microblog Sentiment Classification via Recurrent Random Walk Network Learning. IJCAI Zhou Zhao, Hanqing Lu, Deng Cai, Xiaofei He, Yueting Zhuang
2017	A*	`conf`	Robust Asymmetric Bayesian Adaptive Matrix Factorization. IJCAI Xin Guo, Boyuan Pan, Deng Cai, Xiaofei He
2017	A*	`conf`	Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction. ICML Weizhong Zhang, Bin Hong, Wei Liu, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang
2017	J	`jnl`	Smarnet: Teaching Machines to Read and Comprehend Like Human. CoRR Zheqian Chen, Rongqin Yang, Bin Cao, Zhou Zhao, Deng Cai, Xiaofei He
2017	J	`jnl`	Sparse Learning with Stochastic Composite Optimization. IEEE Trans. Pattern Anal. Mach. Intell. Weizhong Zhang, Lijun Zhang, Zhongming Jin, Rong Jin, Deng Cai, Xuelong Li, Ronghua Liang, Xiaofei He
2017	A*	`conf`	Video Question Answering via Hierarchical Dual-Level Attention Network Learning. ACM Multimedia Zhou Zhao, Jinghao Lin, Xinghua Jiang, Deng Cai, Xiaofei He, Yueting Zhuang
2017	A*	`conf`	Video Question Answering via Hierarchical Spatio-Temporal Attention Networks. IJCAI Zhou Zhao, Qifan Yang, Deng Cai, Xiaofei He, Yueting Zhuang
2016	J	`jnl`	A-Optimal Projection for Image Representation. IEEE Trans. Pattern Anal. Mach. Intell. Xiaofei He, Chiyuan Zhang, Lijun Zhang, Xuelong Li
2016	A*	`conf`	Accelerated Sparse Linear Regression via Random Projection. AAAI Weizhong Zhang, Lijun Zhang, Rong Jin, Deng Cai, Xiaofei He
2016	J	`jnl`	Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion. ACM Trans. Multim. Comput. Commun. Appl. Yao Hu, Chen Zhao, Deng Cai, Xiaofei He, Xuelong Li
2016	—	`conf`	Continuous Influence Maximization: What Discounts Should We Offer to Social Network Users? SIGMOD Conference Yu Yang, Xiangbo Mao, Jian Pei, Xiaofei He
2016	J	`jnl`	Coupled Dictionary Learning for the Detail-Enhanced Synthesis of 3-D Facial Expressions. IEEE Trans. Cybern. Haoran Liang, Ronghua Liang, Mingli Song, Xiaofei He
2016	A*	`conf`	Expert Finding for Community-Based Question Answering via Ranking Metric Network Learning. IJCAI Zhou Zhao, Qifan Yang, Deng Cai, Xiaofei He, Yueting Zhuang
2016	J	`jnl`	Graph Regularized Feature Selection with Data Reconstruction. IEEE Trans. Knowl. Data Eng. Zhou Zhao, Xiaofei He, Deng Cai, Lijun Zhang, Wilfred Ng, Yueting Zhuang
2016	J	`jnl`	Heterogeneous hypergraph embedding for document recommendation. Neurocomputing Yu Zhu, Ziyu Guan, Shulong Tan, Haifeng Liu, Deng Cai, Xiaofei He
2016	J	`jnl`	Improving Collaborative Recommendation via User-Item Subgroups. IEEE Trans. Knowl. Data Eng. Jiajun Bu, Xin Shen, Bin Xu, Chun Chen, Xiaofei He, Deng Cai
2016	J	`jnl`	Local Feature Discriminant Projection. IEEE Trans. Pattern Anal. Mach. Intell. Mengyang Yu, Ling Shao, Xiantong Zhen, Xiaofei He
2016	A*	`conf`	Non-Negative Matrix Factorization with Sinkhorn Distance. IJCAI Wei Qian, Bin Hong, Deng Cai, Xiaofei He, Xuelong Li
2016	J	`jnl`	Online robust principal component analysis via truncated nuclear norm regularization. Neurocomputing Bin Hong, Long Wei, Yao Hu, Deng Cai, Xiaofei He
2016	A*	`conf`	Partial Multi-Modal Sparse Coding via Adaptive Similarity Structure Regularization. ACM Multimedia Zhou Zhao, Hanqing Lu, Deng Cai, Xiaofei He, Yueting Zhuang
2016	J	`jnl`	Scaling Up Sparse Support Vector Machine by Simultaneous Feature and Sample Reduction. CoRR Weizhong Zhang, Bin Hong, Jieping Ye, Deng Cai, Xiaofei He, Jie Wang
2016	J	`jnl`	Tracking people in RGBD videos using deep learning and motion clues. Neurocomputing Hongyang Xue, Yao Liu, Deng Cai, Xiaofei He
2016	J	`jnl`	User Preference Learning for Online Social Recommendation. IEEE Trans. Knowl. Data Eng. Zhou Zhao, Hanqing Lu, Deng Cai, Xiaofei He, Yueting Zhuang
2015	J	`jnl`	A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering. IEEE Trans. Image Process. Shangming Yang, Zhang Yi, Xiaofei He, Xuelong Li
2015	J	`jnl`	EMR: A Scalable Graph-Based Ranking Model for Content-Based Image Retrieval. IEEE Trans. Knowl. Data Eng. Bin Xu, Jiajun Bu, Chun Chen, Can Wang, Deng Cai, Xiaofei He
2015	—	`conf`	Event Recovery by Faster Truncated Nuclear Norm Minimization. IScIDE (2) Debing Zhang, Long Wei, Bin Hong, Yao Hu, Deng Cai, Xiaofei He
2015	J	`jnl`	Expert Finding for Question Answering via Graph Regularized Matrix Completion. IEEE Trans. Knowl. Data Eng. Zhou Zhao, Lijun Zhang, Xiaofei He, Wilfred Ng
2015	—	`ed.`	Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques - 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part II IScIDE (2) Xiaofei He, Xinbo Gao, Yanning Zhang, Zhi-Hua Zhou, Zhiyong Liu, Baochuan Fu, Fuyuan Hu, Zhancheng Zhang
2015	—	`ed.`	Intelligence Science and Big Data Engineering. Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part I IScIDE (1) Xiaofei He, Xinbo Gao, Yanning Zhang, Zhi-Hua Zhou, Zhiyong Liu, Baochuan Fu, Fuyuan Hu, Zhancheng Zhang
2015	J	`jnl`	Large scale multi-class classification with truncated nuclear norm regularization. Neurocomputing Yao Hu, Zhongming Jin, Yi Shi, Debing Zhang, Deng Cai, Xiaofei He
2015	A*	`conf`	Mobile Query Recommendation via Tensor Function Learning. IJCAI Zhou Zhao, Ruihua Song, Xing Xie, Xiaofei He, Yueting Zhuang
2015	J	`jnl`	PM-PM: PatchMatch With Potts Model for Object Segmentation and Stereo Matching. IEEE Trans. Image Process. Shibiao Xu, Feihu Zhang, Xiaofei He, Xukun Shen, Xiaopeng Zhang
2015	J	`jnl`	Sample Weighting: An Inherent Approach for Outlier Suppressing Discriminant Analysis. IEEE Trans. Knowl. Data Eng. Chuan-Xian Ren, Dao-Qing Dai, Xiaofei He, Hong Yan
2015	J	`jnl`	Unsupervised document summarization from data reconstruction perspective. Neurocomputing Zhanying He, Chun Chen, Jiajun Bu, Can Wang, Lijun Zhang, Deng Cai, Xiaofei He
2014	J	`jnl`	Convergence Analysis of Graph Regularized Non-Negative Matrix Factorization. IEEE Trans. Knowl. Data Eng. Shangming Yang, Zhang Yi, Mao Ye, Xiaofei He
2014	J	`jnl`	Fast and Accurate Hashing Via Iterative Nearest Neighbors Expansion. IEEE Trans. Cybern. Zhongming Jin, Debing Zhang, Yao Hu, Shiding Lin, Deng Cai, Xiaofei He
2014	A*	`conf`	Geodesic Distance Function Learning via Heat Flow on Vector Fields. ICML Binbin Lin, Ji Yang, Xiaofei He, Jieping Ye
2014	J	`jnl`	Geodesic Distance Function Learning via Heat Flow on Vector Fields. CoRR Binbin Lin, Ji Yang, Xiaofei He, Jieping Ye
2014	J	`jnl`	Interpreting the Public Sentiment Variations on Twitter. IEEE Trans. Knowl. Data Eng. Shulong Tan, Yang Li, Huan Sun, Ziyu Guan, Xifeng Yan, Jiajun Bu, Chun Chen, Xiaofei He
2014	A*	`conf`	Iterative Multi-View Hashing for Cross Media Indexing. ACM Multimedia Yao Hu, Zhongming Jin, Hongyi Ren, Deng Cai, Xiaofei He
2014	J	`jnl`	Multi-Query Parallel Field Ranking for image retrieval. Neurocomputing Ji Yang, Bin Xu, Binbin Lin, Xiaofei He
2014	J	`jnl`	Oriented boundary padding for iterative and oriented fringe pattern denoising techniques. Signal Process. Haixia Wang, Qian Kemao, Ronghua Liang, Huayin Wang, Ming Zhao, Xiaofei He
2014	J	`jnl`	Scaling Hop-Based Reachability Indexing for Fast Graph Pattern Query Processing. IEEE Trans. Knowl. Data Eng. Ronghua Liang, Hai Zhuge, Xiaorui Jiang, Qiang Zeng, Xiaofei He
2014	A*	`conf`	Sparse Learning for Stochastic Composite Optimization. AAAI Weizhong Zhang, Lijun Zhang, Yao Hu, Rong Jin, Deng Cai, Xiaofei He
2014	J	`jnl`	Special issue on advances in intelligence science and intelligent data engineering. Neurocomputing Xiaofei He, Changyin Sun
2013	A*	`conf`	A Unified Approximate Nearest Neighbor Search Scheme by Combining Data Structure and Hashing. IJCAI Debing Zhang, Genmao Yang, Yao Hu, Zhongming Jin, Deng Cai, Xiaofei He
2013	A*	`conf`	A low rank structural large margin method for cross-modal ranking. SIGIR Xinyan Lu, Fei Wu, Siliang Tang, Zhongfei Zhang, Xiaofei He, Yueting Zhuang
2013	A*	`conf`	Active Learning Based on Local Representation. IJCAI Yao Hu, Debing Zhang, Zhongming Jin, Deng Cai, Xiaofei He
2013	J	`jnl`	Editorial of the Special Issue on Manifold Learning. Int. J. Softw. Informatics Xiaofei He
2013	J	`jnl`	Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization. IEEE Trans. Pattern Anal. Mach. Intell. Yao Hu, Debing Zhang, Jieping Ye, Xuelong Li, Xiaofei He
2013	J	`jnl`	G-Optimal Feature Selection with Laplacian regularization. Neurocomputing Guanhong Yao, Ke Lu, Xiaofei He
2013	A*	`conf`	Harmonious Hashing. IJCAI Bin Xu, Jiajun Bu, Yue Lin, Chun Chen, Xiaofei He, Deng Cai
2013	J	`jnl`	Image Compression by Learning to Minimize the Total Error. IEEE Trans. Circuits Syst. Video Technol. Chiyuan Zhang, Xiaofei He
2013	J	`jnl`	Nonnegative Local Coordinate Factorization for Image Representation. IEEE Trans. Image Process. Yan Chen, Jiemi Zhang, Deng Cai, Wei Liu, Xiaofei He
2013	J	`jnl`	O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions CoRR Lijun Zhang, Tianbao Yang, Rong Jin, Xiaofei He
2013	—	`conf`	O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions. ICML (3) Lijun Zhang, Tianbao Yang, Rong Jin, Xiaofei He
2013	—	`conf`	Online Kernel Learning with a Near Optimal Sparsity Bound. ICML (3) Lijun Zhang, Jinfeng Yi, Rong Jin, Ming Lin, Xiaofei He
2013	J	`jnl`	Parallel Field Ranking. ACM Trans. Knowl. Discov. Data Ming Ji, Binbin Lin, Xiaofei He, Deng Cai, Jiawei Han
2013	A*	`conf`	Parallel field alignment for cross media retrieval. ACM Multimedia Xiangbo Mao, Binbin Lin, Deng Cai, Xiaofei He, Jian Pei
2013	J	`jnl`	Parallel vector field embedding. J. Mach. Learn. Res. Binbin Lin, Xiaofei He, Chiyuan Zhang, Ming Ji
2013	—	`conf`	Salient Object Detection via Fast Iterative Truncated Nuclear Norm Recovery. IScIDE Chuhang Zou, Yao Hu, Deng Cai, Xiaofei He
2013	A*	`conf`	Whom to mention: expand the diffusion of tweets by @ recommendation on micro-blogging systems. WWW Beidou Wang, Can Wang, Jiajun Bu, Chun Chen, Wei Vivian Zhang, Deng Cai, Xiaofei He
2012	J	`jnl`	A Unified Feature and Instance Selection Framework Using Optimum Experimental Design. IEEE Trans. Image Process. Lijun Zhang, Chun Chen, Jiajun Bu, Xiaofei He
2012	A*	`conf`	Accelerated singular value thresholding for matrix completion. KDD Yao Hu, Debing Zhang, Jun Liu, Jieping Ye, Xiaofei He
2012	A*	`conf`	Document Summarization Based on Data Reconstruction. AAAI Zhanying He, Chun Chen, Jiajun Bu, Can Wang, Lijun Zhang, Deng Cai, Xiaofei He
2012	A*	`conf`	Efficient Online Learning for Large-Scale Sparse Kernel Logistic Regression. AAAI Lijun Zhang, Rong Jin, Chun Chen, Jiajun Bu, Xiaofei He
2012	J	`jnl`	Manifold Adaptive Experimental Design for Text Categorization. IEEE Trans. Knowl. Data Eng. Deng Cai, Xiaofei He
2012	A*	`conf`	Matrix completion by Truncated Nuclear Norm Regularization. CVPR Debing Zhang, Yao Hu, Jieping Ye, Xuelong Li, Xiaofei He
2012	—	`conf`	Multi-task Vector Field Learning. NIPS Binbin Lin, Sen Yang, Chiyuan Zhang, Jieping Ye, Xiaofei He
2012	A*	`conf`	Parallel field ranking. KDD Ming Ji, Binbin Lin, Xiaofei He, Deng Cai, Jiawei Han
2012	J	`jnl`	Quantitative Characterization of Semantic Gaps for Learning Complexity Estimation and Inference Model Selection. IEEE Trans. Multim. Jianping Fan, Xiaofei He, Ning Zhou, Jinye Peng, Ramesh C. Jain
2012	A*	`conf`	Random Projection with Filtering for Nearly Duplicate Search. AAAI Yue Lin, Rong Jin, Deng Cai, Xiaofei He
2012	A*	`conf`	Unsupervised face-name association via commute distance. ACM Multimedia Jiajun Bu, Bin Xu, Chenxia Wu, Chun Chen, Jianke Zhu, Deng Cai, Xiaofei He
2011	J	`jnl`	A Variance Minimization Criterion to Feature Selection Using Laplacian Regularization. IEEE Trans. Pattern Anal. Mach. Intell. Xiaofei He, Ming Ji, Chiyuan Zhang, Hujun Bao
2011	J	`jnl`	Active Learning Based on Locally Linear Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. Lijun Zhang, Chun Chen, Jiajun Bu, Deng Cai, Xiaofei He, Thomas S. Huang
2011	J	`jnl`	Discriminative concept factorization for data representation. Neurocomputing Wei Hua, Xiaofei He
2011	A*	`conf`	Efficient manifold ranking for image retrieval. SIGIR Bin Xu, Jiajun Bu, Chun Chen, Deng Cai, Xiaofei He, Wei Liu, Jiebo Luo
2011	J	`jnl`	Graph Regularized Nonnegative Matrix Factorization for Data Representation. IEEE Trans. Pattern Anal. Mach. Intell. Deng Cai, Xiaofei He, Jiawei Han, Thomas S. Huang
2011	J	`jnl`	Image representation using Laplacian regularized nonnegative tensor factorization. Pattern Recognit. Can Wang, Xiaofei He, Jiajun Bu, Zhengguang Chen, Chun Chen, Ziyu Guan
2011	J	`jnl`	Laplacian Regularized Gaussian Mixture Model for Data Clustering. IEEE Trans. Knowl. Data Eng. Xiaofei He, Deng Cai, Yuanlong Shao, Hujun Bao, Jiawei Han
2011	A*	`conf`	Learning search tasks in queries and web pages via graph regularization. SIGIR Ming Ji, Jun Yan, Siyu Gu, Jiawei Han, Xiaofei He, Wei Vivian Zhang, Zheng Chen
2011	J	`jnl`	Locally Consistent Concept Factorization for Document Clustering. IEEE Trans. Knowl. Data Eng. Deng Cai, Xiaofei He, Jiawei Han
2011	A*	`conf`	Non-negative local coordinate factorization for image representation. CVPR Yan Chen, Hujun Bao, Xiaofei He
2011	—	`conf`	Orthogonal Projection Analysis. IScIDE Binbin Lin, Chiyuan Zhang, Xiaofei He
2011	—	`conf`	Semi-supervised Regression via Parallel Field Regularization. NIPS Binbin Lin, Chiyuan Zhang, Xiaofei He
2011	A*	`conf`	Sparse concept coding for visual analysis. CVPR Deng Cai, Hujun Bao, Xiaofei He
2011	J	`jnl`	Speed up kernel discriminant analysis. VLDB J. Deng Cai, Xiaofei He, Jiawei Han
2011	—	`ch.`	Using Rich Social Media Information for Music Recommendation via Hypergraph Model. Social Media Modeling and Computing Shulong Tan, Jiajun Bu, Chun Chen, Xiaofei He
2011	J	`jnl`	Using rich social media information for music recommendation via hypergraph model. ACM Trans. Multim. Comput. Commun. Appl. Shulong Tan, Jiajun Bu, Chun Chen, Bin Xu, Can Wang, Xiaofei He
2010	J	`jnl`	Approximately harmonic projection: Theoretical analysis and an algorithm. Pattern Recognit. Binbin Lin, Xiaofei He, Yuan Zhou, Ligang Liu, Ke Lu
2010	J	`jnl`	DASA: Dissatisfaction-oriented Advertising based on Sentiment Analysis. Expert Syst. Appl. Guang Qiu, Xiaofei He, Feng Zhang, Yuan Shi, Jiajun Bu, Chun Chen
2010	A*	`conf`	Discriminative codeword selection for image representation. ACM Multimedia Lijun Zhang, Chun Chen, Jiajun Bu, Zhengguang Chen, Shulong Tan, Xiaofei He
2010	A*	`conf`	Document recommendation in social tagging services. WWW Ziyu Guan, Can Wang, Jiajun Bu, Chun Chen, Kun Yang, Deng Cai, Xiaofei He
2010	—	`conf`	Error-correcting output hashing in fast similarity search. ICIMCS Zhou Yu, Deng Cai, Xiaofei He
2010	A*	`conf`	Gaussian Mixture Model with Local Consistency. AAAI Jialu Liu, Deng Cai, Xiaofei He
2010	A*	`conf`	K-way min-max cut for image clustering and junk images filtering from Google images. ACM Multimedia Feng Xie, Yi Shen, Xiaofei He
2010	J	`jnl`	Laplacian Regularized D-Optimal Design for Active Learning and Its Application to Image Retrieval. IEEE Trans. Image Process. Xiaofei He
2010	J	`jnl`	Laplacianfaces. Scholarpedia Xiaofei He
2010	J	`jnl`	Multi-Label Transfer Learning With Sparse Representation. IEEE Trans. Circuits Syst. Video Technol. Yahong Han, Fei Wu, Yueting Zhuang, Xiaofei He
2010	A*	`conf`	Music recommendation by unified hypergraph: combining social media information and music content. ACM Multimedia Jiajun Bu, Shulong Tan, Chun Chen, Can Wang, Hao Wu, Lijun Zhang, Xiaofei He
2010	A*	`conf`	Unsupervised feature selection for multi-cluster data. KDD Deng Cai, Chiyuan Zhang, Xiaofei He
2009	A*	`conf`	A unified active and semi-supervised learning framework for image compression. CVPR Xiaofei He, Ming Ji, Hujun Bao
2009	A*	`conf`	Active subspace learning. ICCV Xiaofei He, Deng Cai
2009	A*	`conf`	Advertising keyword generation using active learning. WWW Hao Wu, Guang Qiu, Xiaofei He, Yuan Shi, Mingcheng Qu, Jing Shen, Jiajun Bu, Chun Chen
2009	A*	`conf`	Convex experimental design using manifold structure for image retrieval. ACM Multimedia Lijun Zhang, Chun Chen, Wei Chen, Jiajun Bu, Deng Cai, Xiaofei He
2009	A*	`conf`	Graph Embedding with Constraints. IJCAI Xiaofei He, Ming Ji, Hujun Bao
2009	J	`jnl`	Image retrieval using nonlinear manifold embedding. Neurocomputing Can Wang, Jun Zhao, Xiaofei He, Chun Chen, Jiajun Bu
2009	A*	`conf`	Locality Preserving Nonnegative Matrix Factorization. IJCAI Deng Cai, Xiaofei He, Xuanhui Wang, Hujun Bao, Jiawei Han
2009	A*	`conf`	News article extraction with template-independent wrapper. WWW Junfeng Wang, Xiaofei He, Can Wang, Jian Pei, Jiajun Bu, Chun Chen, Ziyu Guan, Gang Lu
2009	A*	`conf`	Probabilistic dyadic data analysis with local and global consistency. ICML Deng Cai, Xuanhui Wang, Xiaofei He
2009	A*	`conf`	Probabilistic question recommendation for question answering communities. WWW Mingcheng Qu, Guang Qiu, Xiaofei He, Cheng Zhang, Hao Wu, Jiajun Bu, Chun Chen
2009	A*	`conf`	Semi-supervised topic modeling for image annotation. ACM Multimedia Yuanlong Shao, Yuan Zhou, Xiaofei He, Deng Cai, Hujun Bao
2009	A*	`conf`	Tag-oriented document summarization. WWW Junyan Zhu, Can Wang, Xiaofei He, Jiajun Bu, Chun Chen, Shujie Shang, Mingcheng Qu, Gang Lu
2008	J	`jnl`	Learning a Maximum Margin Subspace for Image Retrieval. IEEE Trans. Knowl. Data Eng. Xiaofei He, Deng Cai, Jiawei Han
2008	J	`jnl`	Locality sensitive semi-supervised feature selection. Neurocomputing Jidong Zhao, Ke Lu, Xiaofei He
2008	A*	`conf`	Non-negative Matrix Factorization on Manifold. ICDM Deng Cai, Xiaofei He, Xiaoyun Wu, Jiawei Han
2008	J	`jnl`	Regularized query classification using search click information. Pattern Recognit. Xiaofei He, Pradhuman Jhala
2008	J	`jnl`	SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis. IEEE Trans. Knowl. Data Eng. Deng Cai, Xiaofei He, Jiawei Han
2008	A*	`conf`	Sparse Projections over Graph. AAAI Deng Cai, Xiaofei He, Jiawei Han
2008	A*	`conf`	Training Linear Discriminant Analysis in Linear Time. ICDE Deng Cai, Xiaofei He, Jiawei Han
2007	J	`jnl`	Clustering and searching WWW images using link and page layout analysis. ACM Trans. Multim. Comput. Commun. Appl. Xiaofei He, Deng Cai, Ji-Rong Wen, Wei-Ying Ma, Hong-Jiang Zhang
2007	A*	`conf`	Efficient Kernel Discriminant Analysis via Spectral Regression. ICDM Deng Cai, Xiaofei He, Jiawei Han
2007	A*	`conf`	Isometric Projection. AAAI Deng Cai, Xiaofei He, Jiawei Han
2007	A*	`conf`	Laplacian optimal design for image retrieval. SIGIR Xiaofei He, Wanli Min, Deng Cai, Kun Zhou
2007	A*	`conf`	Learning a Spatially Smooth Subspace for Face Recognition. CVPR Deng Cai, Xiaofei He, Yuxiao Hu, Jiawei Han, Thomas S. Huang
2007	A*	`conf`	Locality Sensitive Discriminant Analysis. IJCAI Deng Cai, Xiaofei He, Kun Zhou, Jiawei Han, Hujun Bao
2007	A*	`conf`	Query rewriting using active learning for sponsored search. SIGIR Wei Vivian Zhang, Xiaofei He, Benjamin Rey, Rosie Jones
2007	A	`conf`	Regularized locality preserving indexing via spectral regression. CIKM Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han
2007	—	`conf`	Regularized regression on image manifold for retrieval. Multimedia Information Retrieval Deng Cai, Xiaofei He, Jiawei Han
2007	A*	`conf`	Semi-supervised Discriminant Analysis. ICCV Deng Cai, Xiaofei He, Jiawei Han
2007	A*	`conf`	Spectral Regression for Efficient Regularized Subspace Learning. ICCV Deng Cai, Xiaofei He, Jiawei Han
2007	A*	`conf`	Spectral Regression: A Unified Approach for Sparse Subspace Learning. ICDM Deng Cai, Xiaofei He, Jiawei Han
2007	A*	`conf`	Spectral regression: a unified subspace learning framework for content-based image retrieval. ACM Multimedia Deng Cai, Xiaofei He, Jiawei Han
2006	J	`jnl`	Orthogonal Laplacianfaces for Face Recognition. IEEE Trans. Image Process. Deng Cai, Xiaofei He, Jiawei Han, HongJiang Zhang
2006	—	`conf`	Semi-supervised Support Vector Learning for Face Recognition. ISNN (2) Ke Lu, Xiaofei He, Jidong Zhao
2006	A*	`conf`	Tensor space model for document analysis. SIGIR Deng Cai, Xiaofei He, Jiawei Han
2005	—	`conf`	Community Mining from Multi-relational Networks. PKDD Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han
2005	J	`jnl`	Document Clustering Using Locality Preserving Indexing. IEEE Trans. Knowl. Data Eng. Deng Cai, Xiaofei He, Jiawei Han
2005	J	`jnl`	Face Recognition Using Laplacianfaces. IEEE Trans. Pattern Anal. Mach. Intell. Xiaofei He, Shuicheng Yan, Yuxiao Hu, Partha Niyogi, HongJiang Zhang
2005	A*	`conf`	Image clustering with tensor representation. ACM Multimedia Xiaofei He, Deng Cai, Haifeng Liu, Jiawei Han
2005	J	`jnl`	Image retrieval based on incremental subspace learning. Pattern Recognit. Ke Lu, Xiaofei He
2005	—	`conf`	Laplacian Score for Feature Selection. NIPS Xiaofei He, Deng Cai, Partha Niyogi
2005	—	`conf`	Mining hidden community in heterogeneous social networks. LinkKDD Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han
2005	A*	`conf`	Neighborhood Preserving Embedding. ICCV Xiaofei He, Deng Cai, Shuicheng Yan, HongJiang Zhang
2005	A*	`conf`	Orthogonal locality preserving indexing. SIGIR Deng Cai, Xiaofei He
2005	A*	`conf`	Statistical and computational analysis of locality preserving projection. ICML Xiaofei He, Deng Cai, Wanli Min
2005	—	`conf`	Tensor Subspace Analysis. NIPS Xiaofei He, Deng Cai, Partha Niyogi
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	A*	`conf`	Block-level link analysis. SIGIR Deng Cai, Xiaofei He, Ji-Rong Wen, Wei-Ying Ma
2004	A*	`conf`	Hierarchical clustering of WWW image search results using visual, textual and link information. ACM Multimedia Deng Cai, Xiaofei He, Zhiwei Li, Wei-Ying Ma, Ji-Rong Wen
2004	C	`conf`	Image Retrieval Using Dimensionality Reduction. CIS Ke Lu, Xiaofei He, Jiazhi Zeng
2004	A*	`conf`	Incremental semi-supervised subspace learning for image retrieval. ACM Multimedia Xiaofei He
2004	A*	`conf`	Learning an image manifold for retrieval. ACM Multimedia Xiaofei He, Wei-Ying Ma, HongJiang Zhang
2004	A*	`conf`	Locality preserving clustering for image database. ACM Multimedia Xin Zheng, Deng Cai, Xiaofei He, Wei-Ying Ma, Xueyin Lin
2004	A*	`conf`	Locality preserving indexing for document representation. SIGIR Xiaofei He, Deng Cai, Haifeng Liu, Wei-Ying Ma
2004	J	`jnl`	Locality pursuit embedding. Pattern Recognit. Wanli Min, Ke Lu, Xiaofei He
2004	A	`conf`	Organizing WWW images based on the analysis of page layout and Web link structure. ICME Deng Cai, Xiaofei He, Wei-Ying Ma, Ji-Rong Wen, HongJiang Zhang
2003	A	`conf`	Imagerank: spectral techniques for structural analysis of image database. ICME Xiaofei He, Wei-Ying Ma, Hong-Jiang Zhang
2003	A*	`conf`	Knowing a tree from the forest: art image retrieval using a society of profiles. ACM Multimedia Kai Yu, Wei-Ying Ma, Volker Tresp, Zhao Xu, Xiaofei He, HongJiang Zhang, Hans-Peter Kriegel
2003	A*	`conf`	Learning a Locality Preserving Subspace for Visual Recognition. ICCV Xiaofei He, Shuicheng Yan, Yuxiao Hu, HongJiang Zhang
2003	J	`jnl`	Learning a semantic space from user's relevance feedback for image retrieval. IEEE Trans. Circuits Syst. Video Technol. Xiaofei He, Oliver King, Wei-Ying Ma, Mingjing Li, HongJiang Zhang
2003	—	`conf`	Locality Preserving Projections. NIPS Xiaofei He, Partha Niyogi
2002	A*	`conf`	Learning and inferring a semantic space from user's relevance feedback for image retrieval. ACM Multimedia Xiaofei He, Wei-Ying Ma, Oliver King, Mingjing Li, HongJiang Zhang