Tianyi Chen - RankMe

384 papers A* 49A 21B 7C 6Misc 20Journal 247Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AirGPT: Spatio-temporal large language model for air quality prediction. Inf. Fusion Zhonghang Li, Tianyi Chen, Yong Xu
2026	J	`jnl`	CUA-Skill: Develop Skills for Computer Using Agent. CoRR Tianyi Chen, Yinheng Li, Michael Solodko, Sen Wang, Nan Jiang, Tingyuan Cui, Junheng Hao, Jongwoo Ko, Sara Abdali, Suzhen Zheng, Leon Xu, Hao Fan, Pashmina Cameron, Justin Wagle, Kazuhito Koishida
2026	J	`jnl`	DesInsert: Strategic descriptive term insertion fools text-to-image generation. Neural Networks Fanyu Bu, Kai Ye, Jianan Ma, Tianyi Chen, Zhen Wang
2026	J	`jnl`	Dynamic Symmetric Point Tracking: Tackling Non-ideal Reference in Analog In-memory Training. CoRR Quan Xiao, Jindan Li, Zhaoxian Wu, Tayfun Gokmen, Tianyi Chen
2026	J	`jnl`	FlowRL: A Taxonomy and Modular Framework for Reinforcement Learning with Diffusion Policies. CoRR Chenxiao Gao, Edward Chen, Tianyi Chen, Bo Dai
2026	A*	`conf`	Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment Analysis. AAAI Kai Tang, Yixuan Tang, Tianyi Chen, Haokai Xu, Qiqi Luo, Jin Guang Zheng, Zhixin Zhang, Gang Chen, Haobo Wang
2026	J	`jnl`	MVHDiff: Leveraging 3D priors for consistent multi-view human image generation with diffusion models. Neurocomputing Yan Huang, Hongxin Fu, Zhonghang Li, Yongcan Luo, Tianyi Chen, Si Wu
2026	A*	`conf`	ProCrop: Learning Aesthetic Image Cropping from Professional Compositions. AAAI Ke Zhang, Tianyu Ding, Jiachen Jiang, Tianyi Chen, Ilya Zharkov, Vishal M. Patel, Luming Liang
2026	J	`jnl`	Query Suggestion for Retrieval-Augmented Generation via Dynamic In-Context Learning. CoRR Fabian Spaeh, Tianyi Chen, Chen-Hao Chiang, Bin Shen
2026	J	`jnl`	Scaling Reasoning Efficiently via Relaxed On-Policy Distillation. CoRR Jongwoo Ko, Sara Abdali, Young Jin Kim, Tianyi Chen, Pashmina Cameron
2026	J	`jnl`	SiMPO: Measure Matching for Online Diffusion Reinforcement Learning. CoRR Haitong Ma, Chenxiao Gao, Tianyi Chen, Na Li, Bo Dai
2026	J	`jnl`	StableQAT: Stable Quantization-Aware Training at Ultra-Low Bitwidths. CoRR Tianyi Chen, Sihan Chen, Xiaoyi Qu, Dan Zhao, Ruomei Yan, Jongwoo Ko, Luming Liang, Pashmina Cameron
2026	J	`jnl`	The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models. CoRR Zanlin Ni, Shenzhi Wang, Yang Yue, Tianyu Yu, Weilin Zhao, YeGuo Hua, Tianyi Chen, Jun Song, Cheng Yu, Bo Zheng, Gao Huang
2025	A*	`conf`	3DHumanEdit: Multi-modal Body Part-aware Conditioning Information Integration for 3D Human Manipulation. AAAI FeiFan Xu, Tianyi Chen, Fan Yang, Yunfei Zhang, Si Wu
2025	J	`jnl`	3DMM-GAN: Multi-Modal Alignment With Adversarial Learning for Compositional 3D Human Image Synthesis. IEEE Trans. Emerg. Top. Comput. Intell. Tianyi Chen, Hongxin Fu, Hao Wang, Yan Huang, Si Wu, Yong Xu, Dapeng Oliver Wu
2025	A*	`conf`	A First-order Generative Bilevel Optimization Framework for Diffusion Models. ICML Quan Xiao, Hui Yuan, A. F. M. Saif, Gaowen Liu, Ramana Rao Kompella, Mengdi Wang, Tianyi Chen
2025	J	`jnl`	A First-order Generative Bilevel Optimization Framework for Diffusion Models. CoRR Quan Xiao, Hui Yuan, A. F. M. Saif, Gaowen Liu, Ramana Kompella, Mengdi Wang, Tianyi Chen
2025	J	`jnl`	A Unified Understanding of Offline Data Selection and Online Self-refining Generation for Post-training LLMs. CoRR Quan Xiao, Tianyi Chen
2025	J	`jnl`	A multimodal AI model for precision prognosis in clear cell renal cell carcinoma: A multicenter study. npj Digit. Medicine Xinyi Zang, Yujia Xia, Haibing Xiao, Haolun Luo, Minggui Si, Naiqiao Hou, Axide Haoni, Tianyi Chen, Ziyi Liu, Xinyuan Pu, Xiangyu Zi, Lijun Xu, Jin Zhu, Zhipeng Xu, Jianning Wang, Zaoyu Wang, Jun Xia, Dengfeng Cao, Yu Yin, Jieying Wang, Xiaorong Wu, Wen Kong, Jiwei Huang, Jin Zhang, Yonghui Chen, Yiran Huang, David Ka-Wai Leung, Jeremy Yuen-Chun Teoh, Keliang Wang, Chaozhao Liang, Junhua Zheng, Zhangsheng Yu, Wei Zhai
2025	A*	`conf`	AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models. CVPR Run He, Kai Tong, Di Fang, Han Sun, Ziqian Zeng, Haoran Li, Tianyi Chen, Huiping Zhuang
2025	J	`jnl`	Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic data. CoRR Tianyi Chen, Pengxiao Lin, Zhiwei Wang, Zhi-Qin John Xu
2025	J	`jnl`	An Empirical Study on Common Sense-Violating Bugs in Mobile Apps. ACM Trans. Softw. Eng. Methodol. Fu Fan, Yanjie Jiang, Tianyi Chen, Hengshun Zhang, Yuxia Zhang, Nan Niu, Hui Liu
2025	J	`jnl`	Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions. CoRR Zhaoxian Wu, Quan Xiao, Tayfun Gokmen, Omobayode Fagbohungbe, Tianyi Chen
2025	J	`jnl`	AppSelectBench: Application-Level Tool Selection Benchmark. CoRR Tianyi Chen, Michael Solodko, Sen Wang, Jongwoo Ko, Junheng Hao, Colby R. Banbury, Sara Abdali, Saeed Amizadeh, Qing Xiao, Yinheng Li, Tianyu Ding, Kamran Ghasedi Dizaji, Suzhen Zheng, Hao Fan, Justin Wagle, Pashmina Cameron, Kazuhito Koishida
2025	A*	`conf`	Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression. CVPR Xiaoyi Qu, David Aponte, Colby R. Banbury, Daniel P. Robinson, Tianyu Ding, Kazuhito Koishida, Ilya Zharkov, Tianyi Chen
2025	J	`jnl`	Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression. CoRR Xiaoyi Qu, David Aponte, Colby R. Banbury, Daniel P. Robinson, Tianyu Ding, Kazuhito Koishida, Ilya Zharkov, Tianyi Chen
2025	J	`jnl`	BiRQ: Bi-Level Self-Labeling Random Quantization for Self-Supervised Speech Recognition. CoRR Liuyuan Jiang, Xiaodong Cui, Brian Kingsbury, Tianyi Chen, Lisha Chen
2025	J	`jnl`	COME: contrastive mapping learning for spatial reconstruction of single-cell RNA sequencing data. Bioinform. Xindian Wei, Tianyi Chen, Xibiao Wang, Wenjun Shen, Cheng Liu, Si Wu, Hau-San Wong
2025	J	`jnl`	Cat-AIR: Content and Task-Aware All-in-One Image Restoration. CoRR Jiachen Jiang, Tianyu Ding, Ke Zhang, Jinxin Zhou, Tianyi Chen, Ilya Zharkov, Zhihui Zhu, Luming Liang
2025	J	`jnl`	Class-conditional image synthesis with intra-class relation preservation. Knowl. Based Syst. Yunfei Zhang, Xiaoyang Huo, Tianyi Chen, Si Wu, Hau-San Wong
2025	J	`jnl`	Co-GRPO: Co-Optimized Group Relative Policy Optimization for Masked Diffusion Model. CoRR Renping Zhou, Zanlin Ni, Tianyi Chen, Zeyu Liu, Yang Yue, Yulin Wang, Yuxuan Wang, Jingshu Liu, Gao Huang
2025	J	`jnl`	Controllable instance synthesis with hierarchical regularization for semi-supervised pedestrian detection. Neurocomputing Tianyi Chen, Gaozhe Li, Xiangyu Sai, Lianxin Xie, Yunfei Zhang, Si Wu
2025	J	`jnl`	Cross-Representation Benchmarking in Time-Series Electronic Health Records for Clinical Outcome Prediction. CoRR Tianyi Chen, Mingcheng Zhu, Zhiyao Luo, Tingting Zhu
2025	J	`jnl`	DRBench: A Realistic Benchmark for Enterprise Deep Research. CoRR Amirhossein Abaskohi, Tianyi Chen, Miguel Muñoz-Mármol, Curtis Fox, Amrutha Varshini Ramesh, Étienne Marcotte, Xing Han Lù, Nicolas Chapados, Spandana Gella, Christopher Pal, Alexandre Drouin, Issam H. Laradji
2025	J	`jnl`	DeNoiseNAS: revisiting single-level optimization for efficient and stable neural architecture search. Expert Syst. Appl. Zhen Wang, Ruhao Zeng, Hui Zhang, Tianyi Chen
2025	J	`jnl`	Deep Assessment of Code Review Generation Approaches: Beyond Lexical Similarity. CoRR Yanjie Jiang, Hui Liu, Tianyi Chen, Fu Fan, Chunhao Dong, Kui Liu, Lu Zhang
2025	—	`conf`	Design and Modeling of the Biomimetic Feather Tail for a Pigeon-Scale Flapping Wing Robot. ROBIO Tianyi Chen, Yishi Shen, Yi Xu, Jin Yu, Zhiyuan Wu, Qing Shi
2025	A*	`conf`	DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs. ICML Jongwoo Ko, Tianyi Chen, Sungnyun Kim, Tianyu Ding, Luming Liang, Ilya Zharkov, Se-Young Yun
2025	J	`jnl`	DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs. CoRR Jongwoo Ko, Tianyi Chen, Sungnyun Kim, Tianyu Ding, Luming Liang, Ilya Zharkov, Se-Young Yun
2025	A*	`conf`	Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance. ICML Lisha Chen, Quan Xiao, Ellen Hidemi Fukuda, Xinyi Chen, Kun Yuan, Tianyi Chen
2025	J	`jnl`	Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance. CoRR Lisha Chen, Quan Xiao, Ellen Hidemi Fukuda, Xinyi Chen, Kun Yuan, Tianyi Chen
2025	A*	`conf`	Efficient Online Reinforcement Learning for Diffusion Policy. ICML Haitong Ma, Tianyi Chen, Kai Wang, Na Li, Bo Dai
2025	J	`jnl`	Efficient Penalty-Based Bilevel Methods: Improved Analysis, Novel Updates, and Flatness Condition. CoRR Liuyuan Jiang, Quan Xiao, Lisha Chen, Tianyi Chen
2025	J	`jnl`	Endo-CLIP: Progressive Self-Supervised Pre-training on Raw Colonoscopy Records. CoRR Yili He, Yan Zhu, Peiyao Fu, Ruijie Yang, Tianyi Chen, Zhihua Wang, Quanlin Li, Pinghong Zhou, Xian Yang, Shuo Wang
2025	—	`conf`	Endo-CLIP: Progressive Self-supervised Pre-training on Raw Colonoscopy Records. MICCAI (11) Yili He, Yan Zhu, Peiyao Fu, Ruijie Yang, Tianyi Chen, Zhihua Wang, Quanlin Li, Pinghong Zhou, Xian Yang, Shuo Wang
2025	J	`jnl`	Evaluating Adversarial Protections for Diffusion Personalization: A Comprehensive Study. CoRR Kai Ye, Tianyi Chen, Zhen Wang
2025	J	`jnl`	Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs. CoRR Ling Team, Binwei Zeng, Chao Huang, Chao Zhang, Changxin Tian, Cong Chen, Dingnan Jin, Feng Yu, Feng Zhu, Feng Yuan, Fakang Wang, Gangshan Wang, Guangyao Zhai, Haitao Zhang, Huizhong Li, Jun Zhou, Jia Liu, Junpeng Fang, Junjie Ou, Jun Hu, Ji Luo, Ji Zhang, Jian Liu, Jian Sha, Jianxue Qian, Jiewei Wu, Junping Zhao, Jianguo Li, Jubao Feng, Jingchao Di, Junming Xu, Jinghua Yao, Kuan Xu, Kewei Du, Longfei Li, Lei Liang, Lu Yu, Li Tang, Lin Ju, Peng Xu, Qing Cui, Song Liu, Shicheng Li, Shun Song, Song Yan, Tengwei Cai, Tianyi Chen, Ting Guo, Ting Huang, Tao Feng, Tao Wu, Wei Wu, Xiaolu Zhang, Xueming Yang, Xin Zhao, Xiaobo Hu, Xin Lin, Yao Zhao, Yilong Wang, Yongzhen Guo, Yuanyuan Wang, Yue Yang, Yang Cao, Yuhao Fu, Yi Xiong, Yanzhe Li, Zhe Li, Zhiqiang Zhang, Ziqi Liu, Zhaoxin Huan, Zujie Wen, Zhenhang Sun, Zhuoxuan Du, Zhengyu He
2025	J	`jnl`	Exploring key factors for long-term vessel incident risk prediction. Reliab. Eng. Syst. Saf. Tianyi Chen, Hua Wang, Yutong Cai, Maohan Liang, Qiang Meng
2025	J	`jnl`	Fundamental Safety-Capability Trade-offs in Fine-tuning Large Language Models. CoRR Pin-Yu Chen, Han Shen, Payel Das, Tianyi Chen
2025	A	`conf`	Generalizable Humanoid Manipulation with 3D Diffusion Policies. IROS Yanjie Ze, Zixuan Chen, Wenhao Wang, Tianyi Chen, Xialin He, Ying Yuan, Xue Bin Peng, Jiajun Wu
2025	B	`conf`	HM3D: A Lightweight Hierarchical Mamba Model for Efficient 3D Point Cloud Analysis. ICMR Tianyi Chen, Xian-Feng Han
2025	A	`conf`	IP-KGQA: Intent-Aware Prompt Learning for Knowledge Graph Question Answering. ICME Zheng Dai, Chun Ding, Tianyi Chen, Si Wu, Yong Xu, Runzhe Liang, Tianshi Xu, Yedong Li, Dapeng Wu
2025	—	`conf`	Improved Analysis of Penalty-Based Methods for Bilevel Optimization with Coupled Constraints. EUSIPCO Liuyuan Jiang, Quan Xiao, Tianyi Chen
2025	J	`jnl`	In-memory Training on Analog Devices with Limited Conductance States via Multi-tile Residual Learning. CoRR Jindan Li, Zhaoxian Wu, Gaowen Liu, Tayfun Gokmen, Tianyi Chen
2025	A	`conf`	InpaintFormer: Prompt-guided High-Quality Face Inpainting with Mask-Aware Self-Attention. ICME Zhouhao Ouyang, Wen Xue, Tianyi Chen, Yan Huang, Si Wu, Yong Xu, Patrick Le Callet, Dapeng Oliver Wu
2025	J	`jnl`	Intra and inter-series pattern representations fusion network for multiple time series forecasting. Appl. Soft Comput. Canghong Jin, Tianyi Chen, Hao Ni, Qihao Shi
2025	J	`jnl`	MemOS: A Memory OS for AI System. CoRR Zhiyu Li, Shichao Song, Chenyang Xi, Hanyu Wang, Chen Tang, Simin Niu, Ding Chen, Jiawei Yang, Chunyu Li, Qingchen Yu, Jihao Zhao, Yezhaohui Wang, Peng Liu, Zehao Lin, Pengyuan Wang, Jiahao Huo, Tianyi Chen, Kai Chen, Kehang Li, Zhen Tao, Junpeng Ren, Huayi Lai, Hao Wu, Bo Tang, Zhenren Wang, Zhaoxin Fan, Ningyu Zhang, Linfeng Zhang, Junchi Yan, Mingchuan Yang, Tong Xu, Wei Xu, Huajun Chen, Haofeng Wang, Hongkang Yang, Wentao Zhang, Zhi-Qin John Xu, Siheng Chen, Feiyu Xiong
2025	J	`jnl`	MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models. CoRR Zhiyu Li, Shichao Song, Hanyu Wang, Simin Niu, Ding Chen, Jiawei Yang, Chenyang Xi, Huayi Lai, Jihao Zhao, Yezhaohui Wang, Junpeng Ren, Zehao Lin, Jiahao Huo, Tianyi Chen, Kai Chen, Kehang Li, Zhiqiang Yin, Qingchen Yu, Bo Tang, Hongkang Yang, Zhi-Qin John Xu, Feiyu Xiong
2025	J	`jnl`	Mitigating Modality Imbalance in Multi-modal Learning via Multi-objective Optimization. CoRR Heshan Devaka Fernando, Parikshit Ram, Yi Zhou, Soham Dan, Horst Samulowitz, Nathalie Baracaldo, Tianyi Chen
2025	J	`jnl`	MoDA: Modeling Deformable 3D Objects from Casual Videos. Int. J. Comput. Vis. Chaoyue Song, Jiacheng Wei, Tianyi Chen, Yiwen Chen, Chuan-Sheng Foo, Fayao Liu, Guosheng Lin
2025	J	`jnl`	Objective Soups: Multilingual Multi-Task Modeling for Speech Processing. CoRR A. F. M. Saif, Lisha Chen, Xiaodong Cui, Songtao Lu, Brian Kingsbury, Tianyi Chen
2025	J	`jnl`	On penalty-based bilevel gradient descent method. Math. Program. Han Shen, Quan Xiao, Tianyi Chen
2025	—	`conf`	On the Robustness of GUI Grounding Models Against Image Attacks. CVPR Workshops Haoren Zhao, Tianyi Chen, Zhen Wang
2025	J	`jnl`	On the Robustness of GUI Grounding Models Against Image Attacks. CoRR Haoren Zhao, Tianyi Chen, Zhen Wang
2025	J	`jnl`	One-Step Flow Policy Mirror Descent. CoRR Tianyi Chen, Haitong Ma, Na Li, Kai Wang, Bo Dai
2025	J	`jnl`	One-shot synthesis of rare gastrointestinal lesions improves diagnostic accuracy and clinical training. CoRR Jia Yu, Yan Zhu, Peiyao Fu, Tianyi Chen, Zhihua Wang, Fei Wu, Quanlin Li, Pinghong Zhou, Shuo Wang, Xian Yang
2025	A	`conf`	Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints. AISTATS Spencer Hutchinson, Tianyi Chen, Mahnoosh Alizadeh
2025	J	`jnl`	Phi-Ground Tech Report: Advancing Perception in GUI Grounding. CoRR Miaosen Zhang, Ziqiang Xu, Jialiang Zhu, Qi Dai, Kai Qiu, Yifan Yang, Chong Luo, Tianyi Chen, Justin Wagle, Tim Franklin, Baining Guo
2025	A	`conf`	Primal-Dual Spectral Representation for Off-policy Evaluation. AISTATS Yang Hu, Tianyi Chen, Na Li, Kai Wang, Bo Dai
2025	J	`jnl`	Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF. J. Mach. Learn. Res. Han Shen, Zhuoran Yang, Tianyi Chen
2025	J	`jnl`	ProCrop: Learning Aesthetic Image Cropping from Professional Compositions. CoRR Ke Zhang, Tianyu Ding, Jiachen Jiang, Tianyi Chen, Ilya Zharkov, Vishal M. Patel, Luming Liang
2025	A	`conf`	Q-DISCO: Query-Centric Densest Subgraphs in Networks with Opinion Information. WSDM Tianyi Chen, Atsushi Miyauchi, Charalampos E. Tsourakakis
2025	B	`conf`	Quantum Contextual Bandits: Integrating Bandit Exploration into Quantum Neural Network. SMC Tianyi Chen, Shiva Raj Pokhrel, Jiang Fang, Yinlong Liu, Jiyan Sun, Liru Geng, Gang Li
2025	J	`jnl`	ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents. CoRR Zhenyu Zhang, Tianyi Chen, Weiran Xu, Alex Pentland, Jiaxin Pei
2025	J	`jnl`	ReTreever: Tree-based Coarse-to-Fine Representations for Retrieval. CoRR Shubham Gupta, Zichao Li, Tianyi Chen, Cem Subakan, Siva Reddy, Perouz Taslakian, Valentina Zantedeschi
2025	J	`jnl`	Robust Polyp Detection and Diagnosis Through Compositional Prompt-Guided Diffusion Models. IEEE Trans. Medical Imaging Jia Yu, Yan Zhu, Peiyao Fu, Tianyi Chen, Junbo Huang, Quanlin Li, Pinghong Zhou, Zhihua Wang, Fei Wu, Shuo Wang, Xian Yang
2025	J	`jnl`	Robust Polyp Detection and Diagnosis through Compositional Prompt-Guided Diffusion Models. CoRR Jia Yu, Yan Zhu, Peiyao Fu, Tianyi Chen, Junbo Huang, Quanlin Li, Pinghong Zhou, Zhihua Wang, Fei Wu, Shuo Wang, Xian Yang
2025	A*	`conf`	SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection. ICLR Han Shen, Pin-Yu Chen, Payel Das, Tianyi Chen
2025	J	`jnl`	Scalable Complexity Control Facilitates Reasoning Ability of LLMs. CoRR Liangkai Hang, Junjie Yao, Zhiwei Bai, Tianyi Chen, Yang Chen, Rongjie Diao, Hezhou Li, Pengxiao Lin, Zhiwei Wang, Cheng Xu, Zhongwang Zhang, Zhangchen Zhou, Zhiyu Li, Zehao Lin, Kai Chen, Feiyu Xiong, Yaoyu Zhang, Weinan E, Hongkang Yang, Zhi-Qin John Xu
2025	J	`jnl`	Self-Supervised Pre-Training with Equilibrium Constraints. CoRR Xiaodong Cui, A. F. M. Saif, Brian Kingsbury, Tianyi Chen
2025	A	`conf`	SemanticLoom: Category-aware Dynamic Fusion for Multi-class Few-shot Image Synthesis. ICME Jie Wang, Yan Huang, Yunfei Zhang, Tianyi Chen, Si Wu, Yong Xu, Patrick Le Callet
2025	J	`jnl`	Soft Diffusion Actor-Critic: Efficient Online Reinforcement Learning for Diffusion Policy. CoRR Haitong Ma, Tianyi Chen, Kai Wang, Na Li, Bo Dai
2025	A*	`conf`	SpotDiff: Spatial Gene Expression Imputation Diffusion with Single-Cell RNA Sequencing Data Integration. AAAI Tianyi Chen, Yunfei Zhang, Lianxin Xie, Wenjun Shen, Si Wu, Hau-San Wong
2025	J	`jnl`	Symbolic identification of tensor equations in multidimensional physical fields. CoRR Tianyi Chen, Hao Yang, Wenjun Ma, Jun Zhang
2025	J	`jnl`	Toward a digital twin of U.S. Congress. CoRR Hayden S. Helm, Tianyi Chen, Harvey McGuinness, Paige Lee, Brandon Duderstadt, Carey E. Priebe
2025	A*	`conf`	Unlocking Global Optimality in Bilevel Optimization: A Pilot Study. ICLR Quan Xiao, Tianyi Chen
2025	J	`jnl`	Urban Computing in the Era of Large Language Models. CoRR Zhonghang Li, Lianghao Xia, Xubin Ren, Jiabin Tang, Tianyi Chen, Yong Xu, Chao Huang
2025	J	`jnl`	Urban Computing in the Era of Large Language Models. ACM Trans. Intell. Syst. Technol. Zhonghang Li, Lianghao Xia, Xubin Ren, Jiabin Tang, Tianyi Chen, Yong Xu, Chao Huang
2025	J	`jnl`	WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference. CoRR Sihan Chen, Dan Zhao, Jongwoo Ko, Colby R. Banbury, Huiping Zhuang, Luming Liang, Tianyi Chen
2025	J	`jnl`	Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering. CoRR Yangfu Li, Hongjian Zhan, Tianyi Chen, Qi Liu, Yue Lu
2025	J	`jnl`	WinClick: GUI Grounding with Multimodal Large Language Models. CoRR Zheng Hui, Yinheng Li, Dan Zhao, Tianyi Chen, Colby R. Banbury, Kazuhito Koishida
2025	—	`conf`	WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models. ACL (2) Zheng Hui, Yinheng Li, Dan Zhao, Colby R. Banbury, Tianyi Chen, Kazuhito Koishida
2024	Misc	`conf`	A Method for Bilevel Optimization with Convex Lower-Level Problem. ICASSP Han Shen, Santiago Paternain, Gaowen Liu, Ramana Kompella, Tianyi Chen
2024	—	`conf`	A Peer Grading Approach for Open-ended Programming Projects Based on Binary System and Swiss System. SIGCSE (1) Liang Zhang, Tianyi Chen, Yue Zong, Xiaopeng Gao
2024	A*	`conf`	A Position-Aware Approach to Decomposing God Classes. ASE Tianyi Chen, Yanjie Jiang, Fu Fan, Bo Liu, Hui Liu
2024	A*	`conf`	A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints. NeurIPS Liuyuan Jiang, Quan Xiao, Victor Tenorio, Fernando Real-Rojas, Antonio G. Marques, Tianyi Chen
2024	J	`jnl`	A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints. CoRR Liuyuan Jiang, Quan Xiao, Victor M. Tenorio, Fernando Real-Rojas, Antonio G. Marqués, Tianyi Chen
2024	J	`jnl`	AdaContour: Adaptive Contour Descriptor with Hierarchical Representation. CoRR Tianyu Ding, Jinxin Zhou, Tianyi Chen, Zhihui Zhu, Ilya Zharkov, Luming Liang
2024	J	`jnl`	An ensemble method for investigating maritime casualties resulting in pollution occurrence: Data augmentation and feature analysis. Reliab. Eng. Syst. Saf. Duowei Li, Yiik Diew Wong, Tianyi Chen, Nanxi Wang, Kum Fai Yuen
2024	J	`jnl`	Analytic Federated Learning. CoRR Huiping Zhuang, Run He, Kai Tong, Di Fang, Han Sun, Haoran Li, Tianyi Chen, Ziqian Zeng
2024	A	`conf`	Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation. CIKM Tianyi Chen, Jianfu Zhang, Yan Hong, Yiyi Zhang, Liqing Zhang
2024	J	`jnl`	Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation. CoRR Tianyi Chen, Jianfu Zhang, Yan Hong, Yiyi Zhang, Liqing Zhang
2024	A*	`conf`	AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing. CVPR Fan Yang, Tianyi Chen, Xiaosheng He, Zhongang Cai, Lei Yang, Si Wu, Guosheng Lin
2024	J	`jnl`	Bilevel Joint Unsupervised and Supervised Training for Automatic Speech Recognition. CoRR Xiaodong Cui, A. F. M. Saif, Songtao Lu, Lisha Chen, Tianyi Chen, Brian Kingsbury, George Saon
2024	—	`conf`	CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering. ECCV (6) Haidong Zhu, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Ram Nevatia, Luming Liang
2024	A*	`conf`	DREAM: Diffusion Rectification and Estimation-Adaptive Models. CVPR Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang
2024	A*	`conf`	DistiLLM: Towards Streamlined Distillation for Large Language Models. ICML Jongwoo Ko, Sungnyun Kim, Tianyi Chen, Se-Young Yun
2024	J	`jnl`	DistiLLM: Towards Streamlined Distillation for Large Language Models. CoRR Jongwoo Ko, Sungnyun Kim, Tianyi Chen, Se-Young Yun
2024	J	`jnl`	Efficient Verification of Ground States of Frustration-Free Hamiltonians. Quantum Huangjun Zhu, Yunting Li, Tianyi Chen
2024	J	`jnl`	Efficient and Flexible Method for Reducing Moderate-Size Deep Neural Networks with Condensation. Entropy Tianyi Chen, Zhi-Qin John Xu
2024	J	`jnl`	Efficient and Flexible Method for Reducing Moderate-size Deep Neural Networks with Condensation. CoRR Tianyi Chen, Zhi-Qin John Xu
2024	A	`conf`	Enhancing In-context Learning via Linear Probe Calibration. AISTATS Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen
2024	J	`jnl`	Enhancing In-context Learning via Linear Probe Calibration. CoRR Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen
2024	J	`jnl`	Exploring Key Factors for Long-Term Vessel Incident Risk Prediction. CoRR Tianyi Chen, Hua Wang, Yutong Cai, Maohan Liang, Qiang Meng
2024	A*	`conf`	FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning. NeurIPS Lisha Chen, A. F. M. Saif, Yanning Shen, Tianyi Chen
2024	J	`jnl`	FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning. CoRR Lisha Chen, A. F. M. Saif, Yanning Shen, Tianyi Chen
2024	J	`jnl`	FORA: Fast-Forward Caching in Diffusion Transformer Acceleration. CoRR Pratheba Selvaraju, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Luming Liang
2024	A*	`conf`	GLO: Towards Generalized Learned Query Optimization. ICDE Tianyi Chen, Jun Gao, Yaofeng Tu, Mo Xu
2024	J	`jnl`	Generalizable Humanoid Manipulation with Improved 3D Diffusion Policies. CoRR Yanjie Ze, Zixuan Chen, Wenhao Wang, Tianyi Chen, Xialin He, Ying Yuan, Xue Bin Peng, Jiajun Wu
2024	J	`jnl`	HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning. CoRR Tianyi Chen, Xiaoyi Qu, David Aponte, Colby R. Banbury, Jongwoo Ko, Tianyu Ding, Yong Ma, Vladimir Lyapunov, Ilya Zharkov, Luming Liang
2024	J	`jnl`	Hybrid Federated Learning for Feature & Sample Heterogeneity: Algorithms and Implementation. Trans. Mach. Learn. Res. Xinwei Zhang, Wotao Yin, Mingyi Hong, Tianyi Chen
2024	Misc	`conf`	Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization. ICASSP A. F. M. Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen
2024	J	`jnl`	Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization. CoRR A. F. M. Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen
2024	B	`conf`	Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning. GLOBECOM Momin Abbas, Koushik Kar, Tianyi Chen
2024	J	`jnl`	Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning. CoRR Momin Abbas, Koushik Kar, Tianyi Chen
2024	J	`jnl`	LinSATNet: The Positive Linear Satisfiability Neural Networks. CoRR Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan
2024	J	`jnl`	Lite2: A Schemaless Zero-Copy Serialization Format. Comput. Tianyi Chen, Xiaotong Guan, Shi Shuai, Cuiting Huang, Michal Aibin
2024	A	`conf`	M2ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective Optimization. INTERSPEECH A. F. M. Saif, Lisha Chen, Xiaodong Cui, Songtao Lu, Brian Kingsbury, Tianyi Chen
2024	J	`jnl`	Managing mixed traffic at signalized intersections: An adaptive signal control and CAV coordination system based on deep reinforcement learning. Expert Syst. Appl. Duowei Li, Feng Zhu, Jianping Wu, Yiik Diew Wong, Tianyi Chen
2024	A	`conf`	ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots. IROS Zhixuan Xu, Chongkai Gao, Zixuan Liu, Gang Yang, Chenrui Tie, Haozhuo Zheng, Haoyu Zhou, Weikun Peng, Debang Wang, Tianrun Hu, Tianyi Chen, Zhouliang Yu, Lin Shao
2024	J	`jnl`	ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots. CoRR Zhixuan Xu, Chongkai Gao, Zixuan Liu, Gang Yang, Chenrui Tie, Haozhuo Zheng, Haoyu Zhou, Weikun Peng, Debang Wang, Tianyi Chen, Zhouliang Yu, Lin Shao
2024	J	`jnl`	Mitigating Forgetting in LLM Supervised Fine-Tuning and Preference Learning. CoRR Heshan Devaka Fernando, Han Shen, Parikshit Ram, Yi Zhou, Horst Samulowitz, Nathalie Baracaldo, Tianyi Chen
2024	J	`jnl`	OS-FCM: A semi-supervised clustering approach to investigating consumers' usage patterns of contactless shopping-delivery (S-D) channel. Expert Syst. Appl. Tianyi Chen, Yiik Diew Wong, Kum Fai Yuen, Duowei Li, Xueqin Wang
2024	Misc	`conf`	One-Time Compilation of Device-Level Instructions for Quantum Subroutines. QCE Aniket S. Dalvi, Jacob Whitlow, Marissa D'Onofrio, Leon Riesebos, Tianyi Chen, Samuel Phiri, Kenneth R. Brown, Jonathan M. Baker
2024	J	`jnl`	Optimistic Safety for Linearly-Constrained Online Convex Optimization. CoRR Spencer Hutchinson, Tianyi Chen, Mahnoosh Alizadeh
2024	B	`conf`	Parallel Motif-Based Community Detection. IEEE Big Data Tianyi Chen, Charalampos E. Tsourakakis
2024	J	`jnl`	Parallel Motif-Based Community Detection. CoRR Tianyi Chen, Charalampos E. Tsourakakis
2024	J	`jnl`	Pipeline Gradient-based Model Training on Analog In-memory Accelerators. CoRR Zhaoxian Wu, Quan Xiao, Tayfun Gokmen, Hsinyu Tsai, Kaoutar El Maghraoui, Tianyi Chen
2024	J	`jnl`	Primal-Dual Spectral Representation for Off-policy Evaluation. CoRR Yang Hu, Tianyi Chen, Na Li, Kai Wang, Bo Dai
2024	A*	`conf`	Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF. ICML Han Shen, Zhuoran Yang, Tianyi Chen
2024	J	`jnl`	Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF. CoRR Han Shen, Zhuoran Yang, Tianyi Chen
2024	J	`jnl`	Q-DISCO: Query-Centric Densest Subgraphs in Networks with Opinion Information. CoRR Tianyi Chen, Atsushi Miyauchi, Charalampos E. Tsourakakis
2024	A*	`conf`	RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention. AAAI Xue Wen, Lianxin Xie, Le Jiang, Tianyi Chen, Si Wu, Cheng Liu, Hau-San Wong
2024	J	`jnl`	S3Editor: A Sparse Semantic-Disentangled Self-Training Framework for Face Video Editing. CoRR Guangzhi Wang, Tianyi Chen, Kamran Ghasedi, HsiangTao Wu, Tianyu Ding, Chris Nuesmeyer, Ilya Zharkov, Mohan S. Kankanhalli, Luming Liang
2024	J	`jnl`	SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection. CoRR Han Shen, Pin-Yu Chen, Payel Das, Tianyi Chen
2024	J	`jnl`	SELF-Former: multi-scale gene filtration transformer for single-cell spatial reconstruction. Briefings Bioinform. Tianyi Chen, Xindian Wei, Lianxin Xie, Yunfei Zhang, Cheng Liu, Wenjun Shen, Si Wu, Hau-San Wong
2024	A*	`conf`	SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning. ICML Shuai Zhang, Heshan Devaka Fernando, Miao Liu, Keerthiram Murugesan, Songtao Lu, Pin-Yu Chen, Tianyi Chen, Meng Wang
2024	J	`jnl`	SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning. CoRR Shuai Zhang, Heshan Devaka Fernando, Miao Liu, Keerthiram Murugesan, Songtao Lu, Pin-Yu Chen, Tianyi Chen, Meng Wang
2024	J	`jnl`	Shallow Water Bathymetry Inversion Based on Machine Learning Using ICESat-2 and Sentinel-2 Data. Remote. Sens. Mengying Ye, Changbao Yang, Xuqing Zhang, Sixu Li, Xiaoran Peng, Yuyang Li, Tianyi Chen
2024	J	`jnl`	Spatial-temporal graph convolution network model with traffic fundamental diagram information informed for network traffic flow prediction. Expert Syst. Appl. Zhao Liu, Fan Ding, Yunqi Dai, Linchao Li, Tianyi Chen, Huachun Tan
2024	—	`conf`	The Impact of AI-Pair Programmers on Code Quality and Developer Satisfaction: Evidence from TiMi studio. GAIIS Tianyi Chen
2024	A*	`conf`	The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract). AAAI Tianyi Chen, Feiqi Cao, Yihao Ding, Soyeon Caren Han
2024	J	`jnl`	Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. J. Mach. Learn. Res. Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen
2024	A*	`conf`	Towards Exact Gradient-based Training on Analog In-memory Computing. NeurIPS Zhaoxian Wu, Tayfun Gokmen, Malte J. Rasch, Tianyi Chen
2024	J	`jnl`	Towards Exact Gradient-based Training on Analog In-memory Computing. CoRR Zhaoxian Wu, Tayfun Gokmen, Malte J. Rasch, Tianyi Chen
2024	—	`conf`	Transferable Learning of GCN Sampling Graph Data Clusters from Different Power Systems. Allerton Tong Wu, Anna Scaglione, Daniel B. Arnold, Tianyi Chen
2024	J	`jnl`	Uncertainty Quantification on Clinical Trial Outcome Prediction. CoRR Tianyi Chen, Nan Hao, Yingzhou Lu, Capucine Van Rechem
2024	J	`jnl`	Unlocking Global Optimality in Bilevel Optimization: A Pilot Study. CoRR Quan Xiao, Tianyi Chen
2024	Misc	`conf`	Variance Reduction Can Improve Trade-Off in Multi-Objective Learning. ICASSP Heshan Devaka Fernando, Lisha Chen, Songtao Lu, Pin-Yu Chen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Gaowen Liu, Meng Wang, Tianyi Chen
2024	J	`jnl`	Video-based point cloud compression artifact removal based on the geometry video enhancement. J. Electronic Imaging Fan Wu, Liquan Shen, Tianyi Chen, Feifeng Wang
2024	J	`jnl`	Zero-Shot Text-to-Speech from Continuous Text Streams. CoRR Trung Dang, David Aponte, Dung N. Tran, Tianyi Chen, Kazuhito Koishida
2023	J	`jnl`	3D-Distortion Based Rate Distortion Optimization for Video-Based Point Cloud Compression. KSII Trans. Internet Inf. Syst. Yihao Fu, Liquan Shen, Tianyi Chen
2023	J	`jnl`	A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition. CoRR Quan Xiao, Songtao Lu, Tianyi Chen
2023	Misc	`conf`	A Nested Ensemble Method to Bilevel Machine Learning. ICASSP Lisha Chen, Momin Abbas, Tianyi Chen
2023	C	`conf`	A Peer Review Approach to Grading Projects in Computer Courses. FIE Liang Zhang, Yue Zong, Tianyi Chen, Yafeng Ma, Shuo An, Lijun Zhang
2023	—	`conf`	AI-based General Visual Inspection of Aircrafts Based on YOLOv5. CCECE John David Maunder, Jiesi Zhang, Jianming Lu, Tianyi Chen, Zach Hindley, Eric Saczuk, Michal Aibin
2023	A	`conf`	Alternating Projected SGD for Equality-constrained Bilevel Optimization. AISTATS Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen
2023	J	`jnl`	An Adaptive Half-Space Projection Method for Stochastic Optimization Problems with Group Sparse Regularization. Trans. Mach. Learn. Res. Yutong Dai, Tianyi Chen, Guanyi Wang, Daniel P. Robinson
2023	A*	`conf`	An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition. NeurIPS Quan Xiao, Songtao Lu, Tianyi Chen
2023	J	`jnl`	AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing. CoRR Fan Yang, Tianyi Chen, Xiaosheng He, Zhongang Cai, Lei Yang, Si Wu, Guosheng Lin
2023	J	`jnl`	BufferSearch: Generating Black-Box Adversarial Texts With Lower Queries. CoRR Wenjie Lv, Zhen Wang, Yitao Zheng, Zhehua Zhong, Qi Xuan, Tianyi Chen
2023	J	`jnl`	Byzantine-Resilient Decentralized Stochastic Optimization With Robust Aggregation Rules. IEEE Trans. Signal Process. Zhaoxian Wu, Tianyi Chen, Qing Ling
2023	J	`jnl`	CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering. CoRR Haidong Zhu, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Ram Nevatia, Luming Liang
2023	J	`jnl`	DREAM: Diffusion Rectification and Estimation-Adaptive Models. CoRR Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang
2023	A*	`conf`	Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. KDD Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
2023	J	`jnl`	Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. CoRR Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis
2023	J	`jnl`	Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirror. Appl. Netw. Sci. Tianyi Chen, Youngser Park, Ali Saad-Eldin, Zachary Lubberts, Avanti Athreya, Benjamin D. Pedigo, Joshua T. Vogelstein, Francesca Puppo, Gabriel A. Silva, Alysson R. Muotri, Weiwei Yang, Christopher M. White, Carey E. Priebe
2023	A	`conf`	Distributed Offline Policy Optimization Over Batch Data. AISTATS Han Shen, Songtao Lu, Xiaodong Cui, Tianyi Chen
2023	A*	`conf`	Enhancing Robot Program Synthesis Through Environmental Context. NeurIPS Tianyi Chen, Qidi Wang, Zhen Dong, Liwei Shen, Xin Peng
2023	J	`jnl`	Enhancing Robot Program Synthesis Through Environmental Context. CoRR Tianyi Chen, Qidi Wang, Zhen Dong, Liwei Shen, Xin Peng
2023	A*	`conf`	Exploring Intra-class Variation Factors with Learnable Cluster Prompts for Semi-supervised Image Synthesis. CVPR Yunfei Zhang, Xiaoyang Huo, Tianyi Chen, Si Wu, Hau-San Wong
2023	—	`conf`	Federated Cross Learning for Medical Image Segmentation. MIDL Xuanang Xu, Hannah H. Deng, Tianyi Chen, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, James J. Xia, Pingkun Yan
2023	J	`jnl`	GF-2 Data for Lithological Classification Using Texture Features and PCA/ICA Methods in Jixi, Heilongjiang, China. Remote. Sens. Tianyi Chen, Changbao Yang, Liguo Han, Senmiao Guo
2023	J	`jnl`	LOGER: A Learned Optimizer towards Generating Efficient and Robust Query Execution Plans. Proc. VLDB Endow. Tianyi Chen, Jun Gao, Hedui Chen, Yaofeng Tu
2023	J	`jnl`	Lazy Queries Can Reduce Variance in Zeroth-Order Optimization. IEEE Trans. Signal Process. Quan Xiao, Qing Ling, Tianyi Chen
2023	J	`jnl`	Learning with Limited Samples: Meta-Learning and Applications to Communication Systems. Found. Trends Signal Process. Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone
2023	A*	`conf`	LinSATNet: The Positive Linear Satisfiability Neural Networks. ICML Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan
2023	J	`jnl`	LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery. CoRR Tianyi Chen, Tianyu Ding, Badal Yadav, Ilya Zharkov, Luming Liang
2023	A*	`conf`	MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning. IJCAI Zhehua Zhong, Tianyi Chen, Zhen Wang
2023	J	`jnl`	MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning. CoRR Zhehua Zhong, Tianyi Chen, Zhen Wang
2023	A*	`conf`	Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach. ICLR Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen
2023	J	`jnl`	MoDA: Modeling Deformable 3D Objects from Casual Videos. CoRR Chaoyue Song, Tianyi Chen, Yiwen Chen, Jiacheng Wei, Chuan Sheng Foo, Fayao Liu, Guosheng Lin
2023	J	`jnl`	Modeling adaptive platoon and reservation-based intersection control for connected and autonomous vehicles employing deep reinforcement learning. Comput. Aided Civ. Infrastructure Eng. Duowei Li, Jianping Wu, Feng Zhu, Tianyi Chen, Yiik Diew Wong
2023	J	`jnl`	OTOV2: Automatic, Generic, User-Friendly. CoRR Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov
2023	A*	`conf`	OTOv2: Automatic, Generic, User-Friendly. ICLR Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov
2023	J	`jnl`	OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators. CoRR Tianyi Chen, Tianyu Ding, Zhihui Zhu, Zeyu Chen, HsiangTao Wu, Ilya Zharkov, Luming Liang
2023	A*	`conf`	On Penalty-based Bilevel Gradient Descent Method. ICML Han Shen, Tianyi Chen
2023	J	`jnl`	On Penalty-based Bilevel Gradient Descent Method. CoRR Han Shen, Tianyi Chen
2023	C	`conf`	On the Stability Analysis of Open Federated Learning Systems. ACC Youbang Sun, Heshan Devaka Fernando, Tianyi Chen, Shahin Shahrampour
2023	J	`jnl`	One-Time Compilation of Device-Level Instructions for Quantum Subroutines. CoRR Aniket S. Dalvi, Jacob Whitlow, Marissa D'Onofrio, Leon Riesebos, Tianyi Chen, Samuel Phiri, Kenneth R. Brown, Jonathan M. Baker
2023	Misc	`conf`	QisDAX: An Open Source Bridge from Qiskit to Trapped-Ion Quantum Devices. QCE Kaustubh Badrike, Aniket S. Dalvi, Filip Mazurek, Marissa D'Onofrio, Jacob Whitlow, Tianyi Chen, Samuel Phiri, Leon Riesebos, Kenneth R. Brown, Frank Mueller
2023	C	`conf`	Research to Practice of Blended Learning in Computer Programming Course. FIE Liang Zhang, Tianyi Chen, Yue Zong, Lijun Zhang
2023	J	`jnl`	The Efficiency Spectrum of Large Language Models: An Algorithmic Survey. CoRR Tianyu Ding, Tianyi Chen, Haidong Zhu, Jiachen Jiang, Yiqi Zhong, Jinxin Zhou, Guangzhi Wang, Zhihui Zhu, Ilya Zharkov, Luming Liang
2023	A*	`conf`	Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. NeurIPS Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen
2023	J	`jnl`	Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. CoRR Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen
2023	J	`jnl`	Towards Automatic Neural Architecture Search within General Super-Networks. CoRR Tianyi Chen, Luming Liang, Tianyu Ding, Ilya Zharkov
2023	J	`jnl`	Towards Understanding Asynchronous Advantage Actor-Critic: Convergence and Linear Speedup. IEEE Trans. Signal Process. Han Shen, Kaiqing Zhang, Mingyi Hong, Tianyi Chen
2022	J	`jnl`	A Simple Spectral Failure Mode for Graph Convolutional Networks. IEEE Trans. Pattern Anal. Mach. Intell. Carey E. Priebe, Cencheng Shen, Ningyuan Huang, Tianyi Chen
2022	J	`jnl`	A Single-Timescale Analysis For Stochastic Approximation With Multiple Coupled Sequences. CoRR Han Shen, Tianyi Chen
2022	A	`conf`	A Single-Timescale Method for Stochastic Bilevel Optimization. AISTATS Tianyi Chen, Yuejiao Sun, Quan Xiao, Wotao Yin
2022	A*	`conf`	A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences. NeurIPS Han Shen, Tianyi Chen
2022	J	`jnl`	Adaptive Temporal Difference Learning With Linear Function Approximation. IEEE Trans. Pattern Anal. Mach. Intell. Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li
2022	—	`conf`	Algorithmic Tools for Understanding the Motif Structure of Networks. ECML/PKDD (2) Tianyi Chen, Brian Matejek, Michael Mitzenmacher, Charalampos E. Tsourakakis
2022	J	`jnl`	Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization. CoRR Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen
2022	—	`conf`	An Online Learning Help Approach based on Q&A sites in Programming Course. TALE Liang Zhang, Tianyi Chen, Yafeng Ma, Jianwei Niu
2022	A*	`conf`	AntiBenford Subgraphs: Unsupervised Anomaly Detection in Financial Networks. KDD Tianyi Chen, Charalampos E. Tsourakakis
2022	J	`jnl`	AntiBenford Subgraphs: Unsupervised Anomaly Detection in Financial Networks. CoRR Tianyi Chen, Charalampos E. Tsourakakis
2022	J	`jnl`	Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road. IEEE Trans. Intell. Transp. Syst. Xiupeng Shi, Yiik Diew Wong, Chen Chai, Michael Zhi-Feng Li, Tianyi Chen, Zeng Zeng
2022	J	`jnl`	Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules. CoRR Zhaoxian Wu, Tianyi Chen, Qing Ling
2022	J	`jnl`	Byzantine-robust variance-reduced federated learning over distributed non-i.i.d. data. Inf. Sci. Jie Peng, Zhaoxian Wu, Qing Ling, Tianyi Chen
2022	J	`jnl`	COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning. CoRR Duowei Li, Jianping Wu, Feng Zhu, Tianyi Chen, Yiik Diew Wong
2022	J	`jnl`	Communication-Censored Distributed Stochastic Gradient Descent. IEEE Trans. Neural Networks Learn. Syst. Weiyu Li, Zhaoxian Wu, Tianyi Chen, Liping Li, Qing Ling
2022	J	`jnl`	Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning. IEEE Trans. Control. Netw. Syst. Tianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Basar
2022	—	`ch.`	Data Leakage in Federated Learning. Federated Learning Xiao Jin, Pin-Yu Chen, Tianyi Chen
2022	A	`conf`	Dense and well-connected subgraph detection in dual networks. SDM Tianyi Chen, Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis
2022	J	`jnl`	Executable network of SARS-CoV-2-host interaction predicts drug combination treatments. npj Digit. Medicine Rowan S. M. Howell, Matthew A. Clarke, Ann-Kathrin Reuschl, Tianyi Chen, Sean Abbott-Imboden, Mervyn Singer, David M. Lowe, Clare L. Bennett, Benjamin Chain, Clare Jolly, Jasmin Fisher
2022	J	`jnl`	FSCNN: A Fast Sparse Convolution Neural Network Inference System. CoRR Bo Ji, Tianyi Chen
2022	J	`jnl`	Federated Cross Learning for Medical Image Segmentation. CoRR Xuanang Xu, Tianyi Chen, Han Deng, Tianshu Kuang, Joshua C. Barber, Daeseung Kim, Jaime Gateno, Pingkun Yan, James J. Xia
2022	Misc	`conf`	Federated Multi-Armed Bandit Via Uncoordinated Exploration. ICASSP Zirui Yan, Quan Xiao, Tianyi Chen, Ali Tajer
2022	C	`conf`	Image-oriented ciphertext-policy attribute-based encryption system. CIS Tianyi Chen, Yu Liu, Xunjun Chen
2022	A	`conf`	Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? AISTATS Lisha Chen, Tianyi Chen
2022	J	`jnl`	Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? CoRR Lisha Chen, Tianyi Chen
2022	J	`jnl`	Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. Jun Sun, Tianyi Chen, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang
2022	J	`jnl`	Lazy Queries Can Reduce Variance in Zeroth-order Optimization. CoRR Quan Xiao, Qing Ling, Tianyi Chen
2022	—	`conf`	Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees. L4DC Siliang Zeng, Tianyi Chen, Alfredo García, Mingyi Hong
2022	J	`jnl`	Learning with Limited Samples - Meta-Learning and Applications to Communication Systems. CoRR Lisha Chen, Sharu Theresa Jose, Ivana Nikoloska, Sangwoo Park, Tianyi Chen, Osvaldo Simeone
2022	—	`conf`	MISA-MD: A New Design of Molecular Dynamics Software for GPU Architecture. HPCC/DSS/SmartCity/DependSys Genshen Chu, Tianyi Chen, Dandan Chen, He Bai, Guannan Li, Shuai Ren, Yang Li
2022	J	`jnl`	Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach. CoRR Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen
2022	J	`jnl`	Modeling Adaptive Platoon and Reservation Based Autonomous Intersection Control: A Deep Reinforcement Learning Approach. CoRR Duowei Li, Jianping Wu, Feng Zhu, Tianyi Chen, Yiik Diew Wong
2022	J	`jnl`	Modular Software for Real-Time Quantum Control Systems. CoRR Leon Riesebos, Brad Bondurant, Jacob Whitlow, Junki Kim, Mark Kuzyk, Tianyi Chen, Samuel Phiri, Ye Wang, Chao Fang, Andrew Van Horn, Jungsang Kim, Kenneth R. Brown
2022	Misc	`conf`	Modular software for real-time quantum control systems. QCE Leon Riesebos, Brad Bondurant, Jacob Whitlow, Junki Kim, Mark Kuzyk, Tianyi Chen, Samuel Phiri, Ye Wang, Chao Fang, Andrew Van Horn, Jungsang Kim, Kenneth R. Brown
2022	J	`jnl`	On the Stability Analysis of Open Federated Learning Systems. CoRR Youbang Sun, Heshan Devaka Fernando, Tianyi Chen, Shahin Shahrampour
2022	J	`jnl`	Optimized structure learning of Bayesian Network for investigating causation of vehicles' on-road crashes. Reliab. Eng. Syst. Saf. Tianyi Chen, Yiik Diew Wong, Xiupeng Shi, Xueqin Wang
2022	—	`conf`	Polarizing Opinion Dynamics with Confirmation Bias. SocInfo Tianyi Chen, Xu Wang, Charalampos E. Tsourakakis
2022	J	`jnl`	Recurrent Exposure Generation for Low-Light Face Detection. IEEE Trans. Multim. Jinxiu Liang, Jingwen Wang, Yuhui Quan, Tianyi Chen, Jiaying Liu, Haibin Ling, Yong Xu
2022	J	`jnl`	Semantic Regularized Class-Conditional GANs for Semi-Supervised Fine-Grained Image Synthesis. IEEE Trans. Multim. Tianyi Chen, Si Wu, Xuhui Yang, Yong Xu, Hau-San Wong
2022	A*	`conf`	Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. ICML Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen
2022	J	`jnl`	Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. CoRR Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen
2022	J	`jnl`	Sparsity-guided Network Design for Frame Interpolation. CoRR Tianyu Ding, Luming Liang, Zhihui Zhu, Tianyi Chen, Ilya Zharkov
2022	J	`jnl`	Spatial-Temporal Sequential Hypergraph Network for Crime Prediction. CoRR Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen
2022	A*	`conf`	SphericGAN: Semi-supervised Hyper-spherical Generative Adversarial Networks for Fine-grained Image Synthesis. CVPR Tianyi Chen, Yunfei Zhang, Xiaoyang Huo, Si Wu, Yong Xu, Hau-San Wong
2022	J	`jnl`	Transferable adversarial examples can efficiently fool topic models. Comput. Secur. Zhen Wang, Yitao Zheng, Hai Zhu, Chang Yang, Tianyi Chen
2022	A*	`conf`	Understanding Benign Overfitting in Gradient-Based Meta Learning. NeurIPS Lisha Chen, Songtao Lu, Tianyi Chen
2022	J	`jnl`	Understanding Benign Overfitting in Nested Meta Learning. CoRR Lisha Chen, Songtao Lu, Tianyi Chen
2021	J	`jnl`	A Single-Timescale Stochastic Bilevel Optimization Method. CoRR Tianyi Chen, Yuejiao Sun, Wotao Yin
2021	J	`jnl`	Adoption of shopper-facing technologies under social distancing: A conceptualisation and an interplay between task-technology fit and technology trust. Comput. Hum. Behav. Xueqin Wang, Yiik Diew Wong, Tianyi Chen, Kum Fai Yuen
2021	Misc	`conf`	An Optimal Stochastic Compositional Optimization Method with Applications to Meta Learning. ICASSP Yuejiao Sun, Tianyi Chen, Wotao Yin
2021	—	`conf`	Boosting static analysis accuracy with instrumented test executions. ESEC/SIGSOFT FSE Tianyi Chen, Kihong Heo, Mukund Raghothaman
2021	J	`jnl`	Byzantine-Resilient Decentralized Policy Evaluation With Linear Function Approximation. IEEE Trans. Signal Process. Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling
2021	Misc	`conf`	Byzantine-Resilient Decentralized TD Learning with Linear Function Approximation. ICASSP Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling
2021	A	`conf`	CADA: Communication-Adaptive Distributed Adam. AISTATS Tianyi Chen, Ziye Guo, Yuejiao Sun, Wotao Yin
2021	J	`jnl`	CAFE: Catastrophic Data Leakage in Vertical Federated Learning. CoRR Xiao Jin, Pin-Yu Chen, Chia-Yi Hsu, Chia-Mu Yu, Tianyi Chen
2021	A*	`conf`	Catastrophic Data Leakage in Vertical Federated Learning. NeurIPS Xiao Jin, Pin-Yu Chen, Chia-Yi Hsu, Chia-Mu Yu, Tianyi Chen
2021	A*	`conf`	Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems. NeurIPS Tianyi Chen, Yuejiao Sun, Wotao Yin
2021	J	`jnl`	Communication-Adaptive Stochastic Gradient Methods for Distributed Learning. IEEE Trans. Signal Process. Tianyi Chen, Yuejiao Sun, Wotao Yin
2021	J	`jnl`	Connected and Automated Vehicle Distributed Control for On-ramp Merging Scenario: A Virtual Rotation Approach. CoRR Tianyi Chen, Meng Wang, Siyuan Gong, Yang Zhou, Bin Ran
2021	A*	`conf`	Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning. AAAI Songtao Lu, Kaiqing Zhang, Tianyi Chen, Tamer Basar, Lior Horesh
2021	J	`jnl`	Dense and well-connected subgraph detection in dual networks. CoRR Tianyi Chen, Francesco Bonchi, David García-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis
2021	J	`jnl`	Edge-Centric Bandit Learning for Task-Offloading Allocations in Multi-RAT Heterogeneous Networks. IEEE Trans. Veh. Technol. Bochun Wu, Tianyi Chen, Kai Yang, Xin Wang
2021	C	`conf`	Hybrid Estimation for Open-Ended Questions with Early-Age Students' Block-Based Programming Answers. ACML Hao Wu, Tianyi Chen, Xianzhe Luo, Canghong Jin, Yun Zhang, Minghui Wu
2021	J	`jnl`	Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees. CoRR Siliang Zeng, Tianyi Chen, Alfredo García, Mingyi Hong
2021	A*	`conf`	Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis. CVPR Yi Liu, Xiaoyang Huo, Tianyi Chen, Xiangping Zeng, Si Wu, Zhiwen Yu, Hau-San Wong
2021	J	`jnl`	Multi-Agent Multi-Armed Bandit Learning for Online Management of Edge-Assisted Computing. IEEE Trans. Commun. Bochun Wu, Tianyi Chen, Wei Ni, Xin Wang
2021	A*	`conf`	Only Train Once: A One-Shot Neural Network Training And Pruning Framework. NeurIPS Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu
2021	J	`jnl`	Only Train Once: A One-Shot Neural Network Training And Pruning Framework. CoRR Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu
2021	—	`conf`	Research on Collaborative Detection and Location Method of Infrared and Radar Aircraft Based on Federated Filter. ICMSSP Liquan Ding, Xuesong Zhang, Tianyi Chen, Song Lin
2021	—	`conf`	SRKTDN: Applying Super Resolution Method to Dehazing Task. CVPR Workshops Tianyi Chen, Jiahui Fu, Wentao Jiang, Chen Gao, Si Liu
2021	A*	`conf`	Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation. ICCV Tianyi Chen, Yi Liu, Yunfei Zhang, Si Wu, Yong Xu, Liangbing Feng, Hau-San Wong
2021	J	`jnl`	Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization. IEEE Trans. Signal Process. Tianyi Chen, Yuejiao Sun, Wotao Yin
2021	A*	`conf`	Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning. IJCAI Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen
2021	J	`jnl`	Tighter Analysis of Alternating Stochastic Gradient Method for Stochastic Nested Problems. CoRR Tianyi Chen, Yuejiao Sun, Wotao Yin
2020	Misc	`conf`	A Combinatorial Bandit Approach to UAV-aided Edge Computing. ACSSC Bochun Wu, Tianyi Chen, Xin Wang
2020	J	`jnl`	A Combined Use of TSVD and Tikhonov Regularization for Mass Flux Solution in Tibetan Plateau. Remote. Sens. Tianyi Chen, Jürgen Kusche, Yunzhong Shen, Qiujie Chen
2020	—	`conf`	A Deep Time Series Forecasting Method Integrated with Local-Context Sensitive Features. ICONIP (3) Tianyi Chen, Canghong Jin, Tengran Dong, Dongkai Chen
2020	J	`jnl`	A Simple Spectral Failure Mode for Graph Convolutional Networks. CoRR Carey E. Priebe, Cencheng Shen, Ningyuan Huang, Tianyi Chen
2020	J	`jnl`	Adaptive Temporal Difference Learning with Linear Function Approximation. CoRR Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li
2020	J	`jnl`	Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study. IEEE Trans. Image Process. Wenhan Yang, Ye Yuan, Wenqi Ren, Jiaying Liu, Walter J. Scheirer, Zhangyang Wang, Taiheng Zhang, Qiaoyong Zhong, Di Xie, Shiliang Pu, Yuqiang Zheng, Yanyun Qu, Yuhong Xie, Liang Chen, Zhonghao Li, Chen Hong, Hao Jiang, Siyuan Yang, Yan Liu, Xiaochao Qu, Pengfei Wan, Shuai Zheng, Minhui Zhong, Taiyi Su, Lingzhi He, Yandong Guo, Yao Zhao, Zhenfeng Zhu, Jinxiu Liang, Jingwen Wang, Tianyi Chen, Yuhui Quan, Yong Xu, Bo Liu, Xin Liu, Qi Sun, Tingyu Lin, Xiaochuan Li, Feng Lu, Lin Gu, Shengdi Zhou, Cong Cao, Shifeng Zhang, Cheng Chi, Chubin Zhuang, Zhen Lei, Stan Z. Li, Shizheng Wang, Ruizhe Liu, Dong Yi, Zheming Zuo, Jianning Chi, Huan Wang, Kai Wang, Yixiu Liu, Xingyu Gao, Zhenyu Chen, Chang Guo, Yongzhou Li, Huicai Zhong, Jing Huang, Heng Guo, Jianfei Yang, Wenjuan Liao, Jiangang Yang, Liguo Zhou, Mingyue Feng, Likun Qin
2020	—	`conf`	An MAB Approach for MEC-centric Task-offloading Control in Multi-RAT HetNets. ICC Bochun Wu, Tianyi Chen, Xin Wang
2020	J	`jnl`	Asynchronous Advantage Actor Critic: Non-asymptotic Analysis and Linear Speedup. CoRR Han Shen, Kaiqing Zhang, Mingyi Hong, Tianyi Chen
2020	J	`jnl`	Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road. CoRR Xiupeng Shi, Yiik Diew Wong, Chen Chai, Michael Zhi-Feng Li, Tianyi Chen, Zeng Zeng
2020	J	`jnl`	CADA: Communication-Adaptive Distributed Adam. CoRR Tianyi Chen, Ziye Guo, Yuejiao Sun, Wotao Yin
2020	J	`jnl`	Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets. CoRR Yanjie Dong, Georgios B. Giannakis, Tianyi Chen, Julian Cheng, Md. Jahangir Hossain, Victor C. M. Leung
2020	J	`jnl`	Context-Aware Traffic Prediction Framework Based on Series Decomposition. IEEE Access Tao Ruan, Dexing Wu, Tianyi Chen, Canghong Jin, Lei Xu, Shengli Zhou, Zhen Jiang
2020	J	`jnl`	Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks. IEEE Trans. Signal Process. Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis
2020	J	`jnl`	Hybrid Federated Learning: Algorithms and Implementation. CoRR Xinwei Zhang, Wotao Yin, Mingyi Hong, Tianyi Chen
2020	J	`jnl`	LASG: Lazily Aggregated Stochastic Gradients for Communication-Efficient Distributed Learning. CoRR Tianyi Chen, Yuejiao Sun, Wotao Yin
2020	J	`jnl`	Neural Network Compression Via Sparse Optimization. CoRR Tianyi Chen, Bo Ji, Yixin Shi, Tianyu Ding, Biyi Fang, Sheng Yi, Xiao Tu
2020	—	`conf`	Orthant Based Proximal Stochastic Gradient Method for ℓ ECML/PKDD (3) Tianyi Chen, Tianyu Ding, Bo Ji, Guanyi Wang, Yixin Shi, Jing Tian, Sheng Yi, Xiao Tu, Zhihui Zhu
2020	J	`jnl`	Orthant Based Proximal Stochastic Gradient Method for 𝓁 CoRR Tianyi Chen, Tianyu Ding, Bo Ji, Guanyi Wang, Yixin Shi, Sheng Yi, Xiao Tu, Zhihui Zhu
2020	J	`jnl`	Recent Advances of Volatile Memristors: Devices, Mechanisms, and Applications. Adv. Intell. Syst. Ruopeng Wang, Jia-Qin Yang, Jing-Yu Mao, Zhan-Peng Wang, Shuang Wu, Maojie Zhou, Tianyi Chen, Ye Zhou, Su-Ting Han
2020	J	`jnl`	Recurrent Exposure Generation for Low-Light Face Detection. CoRR Jinxiu Liang, Jingwen Wang, Yuhui Quan, Tianyi Chen, Jiaying Liu, Haibin Ling, Yong Xu
2020	Misc	`conf`	Resilient to Byzantine Attacks Finite-Sum Optimization Over Networks. ICASSP Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis
2020	J	`jnl`	Single-image raindrop removal using concurrent channel-spatial attention and long-short skip connections. Pattern Recognit. Lett. Jiayi Peng, Yong Xu, Tianyi Chen, Yan Huang
2020	J	`jnl`	Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization. CoRR Tianyi Chen, Yuejiao Sun, Wotao Yin
2020	J	`jnl`	VAFL: a Method of Vertical Asynchronous Federated Learning. CoRR Tianyi Chen, Xiao Jin, Yuejiao Sun, Wotao Yin
2019	J	`jnl`	Bandit Convex Optimization for Scalable and Dynamic IoT Management. IEEE Internet Things J. Tianyi Chen, Georgios B. Giannakis
2019	A	`conf`	Bandit Online Learning with Unknown Delays. AISTATS Bingcong Li, Tianyi Chen, Georgios B. Giannakis
2019	—	`conf`	Byzantine-Robust Stochastic Gradient Descent for Distributed Low-Rank Matrix Completion. DSW Xuechao He, Qing Ling, Tianyi Chen
2019	J	`jnl`	Communication-Censored Distributed Stochastic Gradient Descent. CoRR Weiyu Li, Tianyi Chen, Liping Li, Qing Ling
2019	A*	`conf`	Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients. NeurIPS Jun Sun, Tianyi Chen, Georgios B. Giannakis, Zaiyue Yang
2019	J	`jnl`	Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients. CoRR Jun Sun, Tianyi Chen, Georgios B. Giannakis, Zaiyue Yang
2019	J	`jnl`	Decentralized Markov Chain Gradient Descent. CoRR Tao Sun, Tianyi Chen, Yuejiao Sun, Qing Liao, Dongsheng Li
2019	J	`jnl`	Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks. CoRR Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis
2019	J	`jnl`	Generative Adversarial Network for Handwritten Text. CoRR Bo Ji, Tianyi Chen
2019	J	`jnl`	Learning and Management for Internet of Things: Accounting for Adaptivity and Scalability. Proc. IEEE Tianyi Chen, Sergio Barbarossa, Xin Wang, Georgios B. Giannakis, Zhi-Li Zhang
2019	J	`jnl`	Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining. IEEE Trans. Mob. Comput. Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis
2019	—	`conf`	Novel Dense Subgraph Discovery Primitives: Risk Aversion and Exclusion Queries. ECML/PKDD (1) Charalampos E. Tsourakakis, Tianyi Chen, Naonori Kakimura, Jakub Pachocki
2019	J	`jnl`	Novel Dense Subgraph Discovery Primitives: Risk Aversion and Exclusion Queries. CoRR Charalampos E. Tsourakakis, Tianyi Chen, Naonori Kakimura, Jakub Pachocki
2019	A*	`conf`	RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets. AAAI Liping Li, Wei Xu, Tianyi Chen, Georgios B. Giannakis, Qing Ling
2019	J	`jnl`	Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics. J. Mach. Learn. Res. Yanning Shen, Tianyi Chen, Georgios B. Giannakis
2019	J	`jnl`	Real-Time Energy Management in Microgrids With Reduced Battery Capacity Requirements. IEEE Trans. Smart Grid Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis
2019	J	`jnl`	Secure Mobile Edge Computing in IoT via Collaborative Online Learning. IEEE Trans. Signal Process. Bingcong Li, Tianyi Chen, Georgios B. Giannakis
2018	C	`conf`	Aggregating Flexibility of Heterogeneous Energy Resources in Distribution Networks. ACC Tianyi Chen, Na Li, Georgios B. Giannakis
2018	J	`jnl`	Communication-Efficient Distributed Reinforcement Learning. CoRR Tianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Basar
2018	J	`jnl`	Delayed Bandit Online Learning with Unknown Delays. CoRR Bingcong Li, Tianyi Chen, Georgios B. Giannakis
2018	J	`jnl`	FaRSA for ℓ1-regularized convex optimization: local convergence and numerical experience. Optim. Methods Softw. Tianyi Chen, Frank E. Curtis, Daniel P. Robinson
2018	Misc	`conf`	Harnessing Bandit Online Learning to Low-Latency Fog Computing. ICASSP Tianyi Chen, Georgios B. Giannakis
2018	J	`jnl`	Heterogeneous Online Learning for "Thing-Adaptive" Fog Computing in IoT. IEEE Internet Things J. Tianyi Chen, Qing Ling, Yanning Shen, Georgios B. Giannakis
2018	A*	`conf`	LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning. NeurIPS Tianyi Chen, Georgios B. Giannakis, Tao Sun, Wotao Yin
2018	J	`jnl`	LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning. CoRR Tianyi Chen, Georgios B. Giannakis, Tao Sun, Wotao Yin
2018	J	`jnl`	Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation. IEEE Trans. Control. Netw. Syst. Tianyi Chen, Qing Ling, Georgios B. Giannakis
2018	J	`jnl`	Learning and Management for Internet-of-Things: Accounting for Adaptivity and Scalability. CoRR Tianyi Chen, Sergio Barbarossa, Xin Wang, Georgios B. Giannakis, Zhi-Li Zhang
2018	J	`jnl`	Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining. CoRR Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis
2018	A	`conf`	Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments. AISTATS Yanning Shen, Tianyi Chen, Georgios B. Giannakis
2018	—	`conf`	Online Learning Adaptive to Dynamic and Adversarial Environments. SPAWC Yanning Shen, Tianyi Chen, Georgios B. Giannakis
2018	Misc	`conf`	Online Multi-Kernel Learning with Orthogonal Random Features. ICASSP Yanning Shen, Tianyi Chen, Georgios B. Giannakis
2018	J	`jnl`	RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets. CoRR Liping Li, Wei Xu, Tianyi Chen, Georgios B. Giannakis, Qing Ling
2018	Misc	`conf`	Secure Edge Computing in IoT via Online Learning. ACSSC Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis
2018	J	`jnl`	Secure Mobile Edge Computing in IoT via Collaborative Online Learning. CoRR Bingcong Li, Tianyi Chen, Georgios B. Giannakis
2018	J	`jnl`	Two-Scale Stochastic Control for Integrated Multipoint Communication Systems With Renewables. IEEE Trans. Smart Grid Xin Wang, Xiaojing Chen, Tianyi Chen, Longbo Huang, Georgios B. Giannakis
2017	J	`jnl`	A Reduced-Space Algorithm for Minimizing ℓ SIAM J. Optim. Tianyi Chen, Frank E. Curtis, Daniel P. Robinson
2017	J	`jnl`	An Efficient Extreme Learning Machine Based on Fuzzy Information Granulation. Int. J. Emerg. Technol. Learn. Yuehua Gao, Tianyi Chen
2017	J	`jnl`	An Online Convex Optimization Approach to Dynamic Network Resource Allocation. CoRR Tianyi Chen, Qing Ling, Georgios B. Giannakis
2017	J	`jnl`	An Online Convex Optimization Approach to Proactive Network Resource Allocation. IEEE Trans. Signal Process. Tianyi Chen, Qing Ling, Georgios B. Giannakis
2017	J	`jnl`	Bandit Convex Optimization for Scalable and Dynamic IoT Management. CoRR Tianyi Chen, Georgios B. Giannakis
2017	J	`jnl`	DGLB: Distributed Stochastic Geographical Load Balancing over Cloud Networks. IEEE Trans. Parallel Distributed Syst. Tianyi Chen, Antonio G. Marqués, Georgios B. Giannakis
2017	B	`conf`	Distributed Stochastic Optimization of Network Function Virtualization. GLOBECOM Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis
2017	J	`jnl`	Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation. CoRR Tianyi Chen, Qing Ling, Georgios B. Giannakis
2017	—	`conf`	Learn-and-adapt network resource allocation. SPAWC Tianyi Chen, Qing Ling, Georgios B. Giannakis
2017	J	`jnl`	Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments. CoRR Yanning Shen, Tianyi Chen, Georgios B. Giannakis
2017	—	`conf`	Online convex optimization for dynamic network resource allocation. EUSIPCO Tianyi Chen, Qing Ling, Georgios B. Giannakis
2017	Misc	`conf`	Online learning for "thing-adaptive" Fog Computing in IoT. ACSSC Tianyi Chen, Yanning Shen, Qing Ling, Georgios B. Giannakis
2017	J	`jnl`	Real-Time Energy Trading and Future Planning for Fifth Generation Wireless Communications. IEEE Wirel. Commun. Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Georgios B. Giannakis
2017	—	`conf`	Real-time energy management with improved cost-capacity tradeoff. GlobalSIP Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis
2017	J	`jnl`	Stochastic Averaging for Constrained Optimization With Application to Online Resource Allocation. IEEE Trans. Signal Process. Tianyi Chen, Aryan Mokhtari, Xin Wang, Alejandro Ribeiro, Georgios B. Giannakis
2016	—	`conf`	A data-driven approach to stochastic network optimization. GlobalSIP Tianyi Chen, Aryan Mokhtari, Xin Wang, Alejandro Ribeiro, Georgios B. Giannakis
2016	J	`jnl`	Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization. IEEE J. Sel. Top. Signal Process. Tianyi Chen, Xin Wang, Georgios B. Giannakis
2016	J	`jnl`	Dynamic Energy Management for Smart-Grid-Powered Coordinated Multipoint Systems. IEEE J. Sel. Areas Commun. Xin Wang, Yu Zhang, Tianyi Chen, Georgios B. Giannakis
2016	J	`jnl`	Dynamic Resource Allocation for Smart-Grid Powered MIMO Downlink Transmissions. IEEE J. Sel. Areas Commun. Xin Wang, Tianyi Chen, Xiaojing Chen, Xiaolin Zhou, Georgios B. Giannakis
2016	J	`jnl`	Energy-Efficient Transmission Schedule for Delay-Limited Bursty Data Arrivals Under Nonideal Circuit Power Consumption. IEEE Trans. Veh. Technol. Zheng Nan, Tianyi Chen, Xin Wang, Wei Ni
2016	A	`conf`	Frequent Subgraph Based Familial Classification of Android Malware. ISSRE Ming Fan, Jun Liu, Xiapu Luo, Kai Chen, Tianyi Chen, Zhenzhou Tian, Xiaodong Zhang, Qinghua Zheng, Ting Liu
2016	J	`jnl`	Mass Flux Solution in the Tibetan Plateau Using Mascon Modeling. Remote. Sens. Tianyi Chen, Yunzhong Shen, Qiujie Chen
2016	J	`jnl`	Robust Workload and Energy Management for Sustainable Data Centers. IEEE J. Sel. Areas Commun. Tianyi Chen, Yu Zhang, Xin Wang, Georgios B. Giannakis
2016	Misc	`conf`	Robust geographical load balancing for sustainable data centers. ICASSP Tianyi Chen, Yu Zhang, Xin Wang, Georgios B. Giannakis
2016	Misc	`conf`	Space-time scheduling for green data center networks. ACSSC Tianyi Chen, Antonio G. Marqués, Georgios B. Giannakis
2016	J	`jnl`	Stochastic Averaging for Constrained Optimization with Application to Online Resource Allocation. CoRR Tianyi Chen, Aryan Mokhtari, Xin Wang, Alejandro Ribeiro, Georgios B. Giannakis
2016	Misc	`conf`	Stochastic online control for smart-grid powered MIMO downlink transmissions. ICASSP Xiaojing Chen, Tianyi Chen, Xin Wang, Georgios B. Giannakis
2016	J	`jnl`	Two-Scale Stochastic Control for Multipoint Communication Systems with Renewables. CoRR Xin Wang, Xiaojing Chen, Tianyi Chen, Longbo Huang, Georgios B. Giannakis
2016	B	`conf`	Two-Scale Stochastic Control for Smart-Grid Powered Coordinated Multi-Point Systems. GLOBECOM Xiaojing Chen, Tianyi Chen, Xin Wang, Longbo Huang, Georgios B. Giannakis
2015	—	`conf`	Energy and workload management for data centers in renewable-integrated power grid. GlobalSIP Tianyi Chen, Xin Wang, Georgios B. Giannakis
2015	B	`conf`	Optimal Dynamic Power Management for Green Coordinated Multipoint Systems. GLOBECOM Xin Wang, Tianyi Chen, Yu Zhang, Georgios B. Giannakis
2015	J	`jnl`	Optimal MIMO Broadcasting for Energy Harvesting Transmitter With non-Ideal Circuit Power Consumption. IEEE Trans. Wirel. Commun. Xin Wang, Zheng Nan, Tianyi Chen
2015	J	`jnl`	Optimal Scheduling for Wireless On-Demand Data Packet Delivery to High-Speed Trains. IEEE Trans. Veh. Technol. Tianyi Chen, Hangguan Shan, Xin Wang
2014	J	`jnl`	Energy-Efficient Transmission Schedule for Delay-Limited Bursty Data Arrivals under Non-Ideal Circuit Power Consumption. CoRR Zheng Nan, Tianyi Chen, Xin Wang, Wei Ni
2014	—	`conf`	Energy-efficient transmission of delay-limited bursty data packets over time-varying channels under non-ideal circuit power. ChinaSIP Zheng Nan, Tianyi Chen, Xin Wang
2014	Misc	`conf`	Optimal MIMO broadcasting over time-varying wireless channels for energy harvesting transmitter with non-ideal circuit power. ICASSP Zheng Nan, Tianyi Chen, Xin Wang
2013	J	`jnl`	Controlled Experimentation in Naturalistic Mobile Settings. CoRR Simon Harper, Tianyi Chen, Yeliz Yesilada
2011	J	`jnl`	How Do People Use Their Mobile Phones?: A Field Study of Small Device Users. Int. J. Mob. Hum. Comput. Interact. Tianyi Chen, Simon Harper, Yeliz Yesilada
2011	—	`—`	Investigating retrospective interoperability between the accessible and mobile webs with regard to user input. Tianyi Chen
2011	J	`jnl`	Mobile device impairment ... similar problems, similar solutions? Behav. Inf. Technol. Simon Harper, Yeliz Yesilada, Tianyi Chen
2010	—	`conf`	A simple solution: solution migration from disabled to small device context. W4A Yeliz Yesilada, Tianyi Chen, Simon Harper
2010	J	`jnl`	Small-device users situationally impaired by input. Comput. Hum. Behav. Yeliz Yesilada, Simon Harper, Tianyi Chen, Shari Trewin
2010	J	`jnl`	What input errors do you experience? Typing and pointing errors of mobile Web users. Int. J. Hum. Comput. Stud. Tianyi Chen, Yeliz Yesilada, Simon Harper
2008	A	`conf`	Input to the mobile web is situationally-impaired. ASSETS Tianyi Chen