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• Tianyi Chen0001 — University of Glasgow, James Watt School of Engineering, Glasgow, UK

• Tian-Yi Chen

• 2026
• 
  [j88]
  Zhonghang Li,Tianyi Chen,Yong Xu:
  AirGPT: Spatio-temporal large language model for air quality prediction.Inf. Fusion127:103730 (2026)
• 
  [i150]
  Fabian Spaeh,Tianyi Chen,Chen-Hao Chiang,Bin Shen:
  Query Suggestion for Retrieval-Augmented Generation via Dynamic In-Context Learning.CoRRabs/2601.08105 (2026)
• 
  [i149]
  Zanlin Ni,Shenzhi Wang,Yang Yue,Tianyu Yu,Weilin Zhao,Yeguo Hua,Tianyi Chen,Jun Song,Cheng Yu,Bo Zheng,Gao Huang:
  The Flexibility Trap: Why Arbitrary Order Limits Reasoning Potential in Diffusion Language Models.CoRRabs/2601.15165 (2026)
• 2025
• 
  [j87]
  Canghong Jin,Tianyi Chen,Hao Ni,Qihao Shi:
  Intra and inter-series pattern representations fusion network for multiple time series forecasting.Appl. Soft Comput.175:113024 (2025)
• 
  [j86]
  Xindian Wei,Tianyi Chen,Xibiao Wang,Wenjun Shen,Cheng Liu,Si Wu,Hau-San Wong:
  COME: contrastive mapping learning for spatial reconstruction of single-cell RNA sequencing data.Bioinform.41(3) (2025)
• 
  [j85]
  Zhen Wang,Ruhao Zeng,Hui Zhang,Tianyi Chen:
  DeNoiseNAS: revisiting single-level optimization for efficient and stable neural architecture search.Expert Syst. Appl.293:128649 (2025)
• 
  [j84]
  Chaoyue Song,Jiacheng Wei,Tianyi Chen,Yiwen Chen,Chuan-Sheng Foo,Fayao Liu,Guosheng Lin:
  MoDA: Modeling Deformable 3D Objects from Casual Videos.Int. J. Comput. Vis.133(5):2825-2844 (2025)
• 
  [j83]
  Tianyi Chen,Gaozhe Li,Xiangyu Sai,Lianxin Xie,Yunfei Zhang,Si Wu:
  Controllable instance synthesis with hierarchical regularization for semi-supervised pedestrian detection.Neurocomputing618:128831 (2025)
• 
  [j82]
  Yunfei Zhang,Xiaoyang Huo,Tianyi Chen,Si Wu,Hau-San Wong:
  Class-conditional image synthesis with intra-class relation preservation.Knowl. Based Syst.330:114487 (2025)
• 
  [j81]
  Han Shen,Quan Xiao,Tianyi Chen:
  On penalty-based bilevel gradient descent method.Math. Program.214(1):539-589 (2025)
• 
  [j80]
  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:
  A multimodal AI model for precision prognosis in clear cell renal cell carcinoma: A multicenter study.npj Digit. Medicine8(1) (2025)
• 
  [j79]
  Tianyi Chen,Hua Wang,Yutong Cai,Maohan Liang,Qiang Meng:
  Exploring key factors for long-term vessel incident risk prediction.Reliab. Eng. Syst. Saf.253:110565 (2025)
• 
  [j78]
  Tianyi Chen,Hongxin Fu,Hao Wang,Yan Huang,Si Wu,Yong Xu,Dapeng Oliver Wu:
  3DMM-GAN: Multi-Modal Alignment With Adversarial Learning for Compositional 3D Human Image Synthesis.IEEE Trans. Emerg. Top. Comput. Intell.9(6):3951-3963 (2025)
• 
  [j77]
  Zhonghang Li,Lianghao Xia,Xubin Ren,Jiabin Tang,Tianyi Chen,Yong Xu,Chao Huang:
  Urban Computing in the Era of Large Language Models.ACM Trans. Intell. Syst. Technol.16(6):146:1-146:43 (2025)
• 
  [j76]
  Jia Yu,Yan Zhu,Peiyao Fu,Tianyi Chen,Junbo Huang,Quanlin Li,Pinghong Zhou,Zhihua Wang,Fei Wu,Shuo Wang,Xian Yang:
  Robust Polyp Detection and Diagnosis Through Compositional Prompt-Guided Diffusion Models.IEEE Trans. Medical Imaging44(12):5245-5257 (2025)
• 
  [j75]
  Fu Fan,Yanjie Jiang,Tianyi Chen,Hengshun Zhang,Yuxia Zhang,Nan Niu,Hui Liu:
  An Empirical Study on Common Sense-Violating Bugs in Mobile Apps.ACM Trans. Softw. Eng. Methodol.34(6):179:1-179:26 (2025)
• 
  [c132]
  Feifan Xu,Tianyi Chen,Fan Yang,Yunfei Zhang,Si Wu:
  3DHumanEdit: Multi-modal Body Part-aware Conditioning Information Integration for 3D Human Manipulation.AAAI2025:8833-8841
• 
  [c131]
  Tianyi Chen,Yunfei Zhang,Lianxin Xie,Wenjun Shen,Si Wu,Hau-San Wong:
  SpotDiff: Spatial Gene Expression Imputation Diffusion with Single-Cell RNA Sequencing Data Integration.AAAI2025:15848-15856
• 
  [c130]
  Zheng Hui,Yinheng Li,Dan Zhao,Colby R. Banbury,Tianyi Chen,Kazuhito Koishida:
  WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models.ACL (2)2025:1086-1096
• 
  [c129]
  Spencer Hutchinson,Tianyi Chen,Mahnoosh Alizadeh:
  Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints.AISTATS2025:2809-2817
• 
  [c128]
  Yang Hu,Tianyi Chen,Na Li,Kai Wang,Bo Dai:
  Primal-Dual Spectral Representation for Off-policy Evaluation.AISTATS2025:3808-3816
• 
  [c127]
  Haoren Zhao,Tianyi Chen,Zhen Wang:
  On the Robustness of GUI Grounding Models Against Image Attacks.CVPR Workshops2025:1618-1623
• 
  [c126]
  Run He,Kai Tong,Di Fang,Han Sun,Ziqian Zeng,Haoran Li,Tianyi Chen,Huiping Zhuang:
  AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models.CVPR2025:4988-4998
• 
  [c125]
  Xiaoyi Qu,David Aponte,Colby R. Banbury,Daniel P. Robinson,Tianyu Ding,Kazuhito Koishida,Ilya Zharkov,Tianyi Chen:
  Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression.CVPR2025:15234-15244
• 
  [c124]
  Liuyuan Jiang,Quan Xiao,Tianyi Chen:
  Improved Analysis of Penalty-Based Methods for Bilevel Optimization with Coupled Constraints.EUSIPCO2025:1183-1187
• 
  [c123]
  Han Shen,Pin-Yu Chen,Payel Das,Tianyi Chen:
  SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection.ICLR2025
• 
  [c122]
  Quan Xiao,Tianyi Chen:
  Unlocking Global Optimality in Bilevel Optimization: A Pilot Study.ICLR2025
• 
  [c121]
  Zheng Dai,Chun Ding,Tianyi Chen,Si Wu,Yong Xu,Runzhe Liang,Tianshi Xu,Yedong Li,Dapeng Wu:
  IP-KGQA: Intent-Aware Prompt Learning for Knowledge Graph Question Answering.ICME2025:1-6
• 
  [c120]
  Zhouhao Ouyang,Wen Xue,Tianyi Chen,Yan Huang,Si Wu,Yong Xu,Patrick Le Callet,Dapeng Oliver Wu:
  InpaintFormer: Prompt-guided High-Quality Face Inpainting with Mask-Aware Self-Attention.ICME2025:1-6
• 
  [c119]
  Jie Wang,Yan Huang,Yunfei Zhang,Tianyi Chen,Si Wu,Yong Xu,Patrick Le Callet:
  SemanticLoom: Category-aware Dynamic Fusion for Multi-class Few-shot Image Synthesis.ICME2025:1-6
• 
  [c118]
  Lisha Chen,Quan Xiao,Ellen Hidemi Fukuda,Xinyi Chen,Kun Yuan,Tianyi Chen:
  Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance.ICML2025
• 
  [c117]
  Jongwoo Ko,Tianyi Chen,Sungnyun Kim,Tianyu Ding,Luming Liang,Ilya Zharkov,Se-Young Yun:
  DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs.ICML2025
• 
  [c116]
  Haitong Ma,Tianyi Chen,Kai Wang,Na Li,Bo Dai:
  Efficient Online Reinforcement Learning for Diffusion Policy.ICML2025
• 
  [c115]
  Quan Xiao,Hui Yuan,A. F. M. Saif,Gaowen Liu,Ramana Rao Kompella,Mengdi Wang,Tianyi Chen:
  A First-order Generative Bilevel Optimization Framework for Diffusion Models.ICML2025
• 
  [c114]
  Yanjie Ze,Zixuan Chen,Wenhao Wang,Tianyi Chen,Xialin He,Ying Yuan,Xue Bin Peng,Jiajun Wu:
  Generalizable Humanoid Manipulation with 3D Diffusion Policies.IROS2025:2873-2880
• 
  [c113]
  Yili He,Yan Zhu,Peiyao Fu,Ruijie Yang,Tianyi Chen,Zhihua Wang,Quanlin Li,Pinghong Zhou,Xian Yang,Shuo Wang:
  Endo-CLIP: Progressive Self-supervised Pre-training on Raw Colonoscopy Records.MICCAI (11)2025:106-116
• 
  [c112]
  Tianyi Chen,Xian-Feng Han:
  HM3D: A Lightweight Hierarchical Mamba Model for Efficient 3D Point Cloud Analysis.ICMR2025:81-89
• 
  [c111]
  Tianyi Chen,Shiva Raj Pokhrel,Jiang Fang,Yinlong Liu,Jiyan Sun,Liru Geng,Gang Li:
  Quantum Contextual Bandits: Integrating Bandit Exploration into Quantum Neural Network.SMC2025:4824-4830
• 
  [c110]
  Tianyi Chen,Atsushi Miyauchi,Charalampos E. Tsourakakis:
  Q-DISCO: Query-Centric Densest Subgraphs in Networks with Opinion Information.WSDM2025:194-203
• 
  [d1]
  Tianyi Chen:
  Dataset for the case "Reynolds stress transport equation" of "Symbolic identification of tensor equations in multidimensional physics fields".Zenodo,2025 
• 
  [i148]
  Yanjie Jiang,Hui Liu,Tianyi Chen,Fu Fan,Chunhao Dong,Kui Liu,Lu Zhang:
  Deep Assessment of Code Review Generation Approaches: Beyond Lexical Similarity.CoRRabs/2501.05176 (2025)
• 
  [i147]
  Haitong Ma,Tianyi Chen,Kai Wang,Na Li,Bo Dai:
  Soft Diffusion Actor-Critic: Efficient Online Reinforcement Learning for Diffusion Policy.CoRRabs/2502.00361 (2025)
• 
  [i146]
  Zhaoxian Wu,Quan Xiao,Tayfun Gokmen,Omobayode Fagbohungbe,Tianyi Chen:
  Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions.CoRRabs/2502.06309 (2025)
• 
  [i145]
  Shubham Gupta,Zichao Li,Tianyi Chen,Cem Subakan,Siva Reddy,Perouz Taslakian,Valentina Zantedeschi:
  ReTreever: Tree-based Coarse-to-Fine Representations for Retrieval.CoRRabs/2502.07971 (2025)
• 
  [i144]
  Quan Xiao,Hui Yuan,A. F. M. Saif,Gaowen Liu,Ramana Kompella,Mengdi Wang,Tianyi Chen:
  A First-order Generative Bilevel Optimization Framework for Diffusion Models.CoRRabs/2502.08808 (2025)
• 
  [i143]
  Xiaoyi Qu,David Aponte,Colby R. Banbury,Daniel P. Robinson,Tianyu Ding,Kazuhito Koishida,Ilya Zharkov,Tianyi Chen:
  Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression.CoRRabs/2502.16638 (2025)
• 
  [i142]
  Jia Yu,Yan Zhu,Peiyao Fu,Tianyi Chen,Junbo Huang,Quanlin Li,Pinghong Zhou,Zhihua Wang,Fei Wu,Shuo Wang,Xian Yang:
  Robust Polyp Detection and Diagnosis through Compositional Prompt-Guided Diffusion Models.CoRRabs/2502.17951 (2025)
• 
  [i141]
  Zheng Hui,Yinheng Li,Dan Zhao,Tianyi Chen,Colby R. Banbury,Kazuhito Koishida:
  WinClick: GUI Grounding with Multimodal Large Language Models.CoRRabs/2503.04730 (2025)
• 
  [i140]
  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:
  Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs.CoRRabs/2503.05139 (2025)
• 
  [i139]
  Jongwoo Ko,Tianyi Chen,Sungnyun Kim,Tianyu Ding,Luming Liang,Ilya Zharkov,Se-Young Yun:
  DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs.CoRRabs/2503.07067 (2025)
• 
  [i138]
  Jiachen Jiang,Tianyu Ding,Ke Zhang,Jinxin Zhou,Tianyi Chen,Ilya Zharkov,Zhihui Zhu,Luming Liang:
  Cat-AIR: Content and Task-Aware All-in-One Image Restoration.CoRRabs/2503.17915 (2025)
• 
  [i137]
  Pin-Yu Chen,Han Shen,Payel Das,Tianyi Chen:
  Fundamental Safety-Capability Trade-offs in Fine-tuning Large Language Models.CoRRabs/2503.20807 (2025)
• 
  [i136]
  Zhonghang Li,Lianghao Xia,Xubin Ren,Jiabin Tang,Tianyi Chen,Yong Xu,Chao Huang:
  Urban Computing in the Era of Large Language Models.CoRRabs/2504.02009 (2025)
• 
  [i135]
  Lisha Chen,Quan Xiao,Ellen Hidemi Fukuda,Xinyi Chen,Kun Yuan,Tianyi Chen:
  Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance.CoRRabs/2504.02854 (2025)
• 
  [i134]
  Haoren Zhao,Tianyi Chen,Zhen Wang:
  On the Robustness of GUI Grounding Models Against Image Attacks.CoRRabs/2504.04716 (2025)
• 
  [i133]
  Hayden S. Helm,Tianyi Chen,Harvey McGuinness,Paige Lee,Brandon Duderstadt,Carey E. Priebe:
  Toward a digital twin of U.S. Congress.CoRRabs/2505.00006 (2025)
• 
  [i132]
  Yili He,Yan Zhu,Peiyao Fu,Ruijie Yang,Tianyi Chen,Zhihua Wang,Quanlin Li,Pinghong Zhou,Xian Yang,Shuo Wang:
  Endo-CLIP: Progressive Self-Supervised Pre-training on Raw Colonoscopy Records.CoRRabs/2505.09435 (2025)
• 
  [i131]
  Yangfu Li,Hongjian Zhan,Tianyi Chen,Qi Liu,Yue Lu:
  Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering.CoRRabs/2505.10118 (2025)
• 
  [i130]
  Sihan Chen,Dan Zhao,Jongwoo Ko,Colby R. Banbury,Huiping Zhuang,Luming Liang,Tianyi Chen:
  WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference.CoRRabs/2505.19427 (2025)
• 
  [i129]
  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:
  MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models.CoRRabs/2505.22101 (2025)
• 
  [i128]
  Ke Zhang,Tianyu Ding,Jiachen Jiang,Tianyi Chen,Ilya Zharkov,Vishal M. Patel,Luming Liang:
  ProCrop: Learning Aesthetic Image Cropping from Professional Compositions.CoRRabs/2505.22490 (2025)
• 
  [i127]
  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:
  Scalable Complexity Control Facilitates Reasoning Ability of LLMs.CoRRabs/2505.23013 (2025)
• 
  [i126]
  Tianyi Chen,Hao Yang,Wenjun Ma,Jun Zhang:
  Symbolic identification of tensor equations in multidimensional physical fields.CoRRabs/2507.01466 (2025)
• 
  [i125]
  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:
  MemOS: A Memory OS for AI System.CoRRabs/2507.03724 (2025)
• 
  [i124]
  Kai Ye,Tianyi Chen,Zhen Wang:
  Evaluating Adversarial Protections for Diffusion Personalization: A Comprehensive Study.CoRRabs/2507.03953 (2025)
• 
  [i123]
  Tianyi Chen,Haitong Ma,Na Li,Kai Wang,Bo Dai:
  One-Step Flow Policy Mirror Descent.CoRRabs/2507.23675 (2025)
• 
  [i122]
  Miaosen Zhang,Ziqiang Xu,Jialiang Zhu,Qi Dai,Kai Qiu,Yifan Yang,Chong Luo,Tianyi Chen,Justin Wagle,Tim Franklin,Baining Guo:
  Phi-Ground Tech Report: Advancing Perception in GUI Grounding.CoRRabs/2507.23779 (2025)
• 
  [i121]
  A. F. M. Saif,Lisha Chen,Xiaodong Cui,Songtao Lu,Brian Kingsbury,Tianyi Chen:
  Objective Soups: Multilingual Multi-Task Modeling for Speech Processing.CoRRabs/2508.09228 (2025)
• 
  [i120]
  Xiaodong Cui,A. F. M. Saif,Brian Kingsbury,Tianyi Chen:
  Self-Supervised Pre-Training with Equilibrium Constraints.CoRRabs/2508.19990 (2025)
• 
  [i119]
  Liuyuan Jiang,Xiaodong Cui,Brian Kingsbury,Tianyi Chen,Lisha Chen:
  BiRQ: Bi-Level Self-Labeling Random Quantization for Self-Supervised Speech Recognition.CoRRabs/2509.15430 (2025)
• 
  [i118]
  Tianyi Chen,Pengxiao Lin,Zhiwei Wang,Zhi-Qin John Xu:
  Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic data.CoRRabs/2509.17514 (2025)
• 
  [i117]
  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:
  DRBench: A Realistic Benchmark for Enterprise Deep Research.CoRRabs/2510.00172 (2025)
• 
  [i116]
  Jindan Li,Zhaoxian Wu,Gaowen Liu,Tayfun Gokmen,Tianyi Chen:
  In-memory Training on Analog Devices with Limited Conductance States via Multi-tile Residual Learning.CoRRabs/2510.02516 (2025)
• 
  [i115]
  Tianyi Chen,Mingcheng Zhu,Zhiyao Luo,Tingting Zhu:
  Cross-Representation Benchmarking in Time-Series Electronic Health Records for Clinical Outcome Prediction.CoRRabs/2510.09159 (2025)
• 
  [i114]
  Zhenyu Zhang,Tianyi Chen,Weiran Xu,Alex Pentland,Jiaxin Pei:
  ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents.CoRRabs/2510.23822 (2025)
• 
  [i113]
  Heshan Devaka Fernando,Parikshit Ram,Yi Zhou,Soham Dan,Horst Samulowitz,Nathalie Baracaldo,Tianyi Chen:
  Mitigating Modality Imbalance in Multi-modal Learning via Multi-objective Optimization.CoRRabs/2511.06686 (2025)
• 
  [i112]
  Liuyuan Jiang,Quan Xiao,Lisha Chen,Tianyi Chen:
  Efficient Penalty-Based Bilevel Methods: Improved Analysis, Novel Updates, and Flatness Condition.CoRRabs/2511.16796 (2025)
• 
  [i111]
  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:
  AppSelectBench: Application-Level Tool Selection Benchmark.CoRRabs/2511.19957 (2025)
• 
  [i110]
  Quan Xiao,Tianyi Chen:
  A Unified Understanding of Offline Data Selection and Online Self-refining Generation for Post-training LLMs.CoRRabs/2511.21056 (2025)
• 
  [i109]
  Renping Zhou,Zanlin Ni,Tianyi Chen,Zeyu Liu,Yang Yue,Yulin Wang,Yuxuan Wang,Jingshu Liu,Gao Huang:
  Co-GRPO: Co-Optimized Group Relative Policy Optimization for Masked Diffusion Model.CoRRabs/2512.22288 (2025)
• 
  [i108]
  Jia Yu,Yan Zhu,Peiyao Fu,Tianyi Chen,Zhihua Wang,Fei Wu,Quanlin Li,Pinghong Zhou,Shuo Wang,Xian Yang:
  One-shot synthesis of rare gastrointestinal lesions improves diagnostic accuracy and clinical training.CoRRabs/2512.24278 (2025)
• 2024
• 
  [j74]
  Tianyi Chen,Xindian Wei,Lianxin Xie,Yunfei Zhang,Cheng Liu,Wenjun Shen,Si Wu,Hau-San Wong:
  SELF-Former: multi-scale gene filtration transformer for single-cell spatial reconstruction.Briefings Bioinform.25(6) (2024)
• 
  [j73]
  Tianyi Chen,Xiaotong Guan,Shi Shuai,Cuiting Huang,Michal Aibin:
  Lite2: A Schemaless Zero-Copy Serialization Format.Comput.13(4):89 (2024)
• 
  [j72]
  Tianyi Chen,Zhi-Qin John Xu:
  Efficient and Flexible Method for Reducing Moderate-Size Deep Neural Networks with Condensation.Entropy26(7):567 (2024)
• 
  [j71]
  Duowei Li,Feng Zhu,Jianping Wu,Yiik Diew Wong,Tianyi Chen:
  Managing mixed traffic at signalized intersections: An adaptive signal control and CAV coordination system based on deep reinforcement learning.Expert Syst. Appl.238(Part C):121959 (2024)
• 
  [j70]
  Tianyi Chen,Yiik Diew Wong,Kum Fai Yuen,Duowei Li,Xueqin Wang:
  OS-FCM: A semi-supervised clustering approach to investigating consumers' usage patterns of contactless shopping-delivery (S-D) channel.Expert Syst. Appl.247:123263 (2024)
• 
  [j69]
  Zhao Liu,Fan Ding,Yunqi Dai,Linchao Li,Tianyi Chen,Huachun Tan:
  Spatial-temporal graph convolution network model with traffic fundamental diagram information informed for network traffic flow prediction.Expert Syst. Appl.249:123543 (2024)
• 
  [j68]
  Fan Wu,Liquan Shen,Tianyi Chen,Feifeng Wang:
  Video-based point cloud compression artifact removal based on the geometry video enhancement.J. Electronic Imaging33(2) (2024)
• 
  [j67]
  Lisha Chen,Heshan Devaka Fernando,Yiming Ying,Tianyi Chen:
  Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance.J. Mach. Learn. Res.25:193:1-193:53 (2024)
• 
  [j66]
  Huangjun Zhu,Yunting Li,Tianyi Chen:
  Efficient Verification of Ground States of Frustration-Free Hamiltonians.Quantum8:1221 (2024)
• 
  [j65]
  Mengying Ye,Changbao Yang,Xuqing Zhang,Sixu Li,Xiaoran Peng,Yuyang Li,Tianyi Chen:
  Shallow Water Bathymetry Inversion Based on Machine Learning Using ICESat-2 and Sentinel-2 Data.Remote. Sens.16(23):4603 (2024)
• 
  [j64]
  Duowei Li,Yiik Diew Wong,Tianyi Chen,Nanxi Wang,Kum Fai Yuen:
  An ensemble method for investigating maritime casualties resulting in pollution occurrence: Data augmentation and feature analysis.Reliab. Eng. Syst. Saf.251:110391 (2024)
• 
  [j63]
  Xinwei Zhang,Wotao Yin,Mingyi Hong,Tianyi Chen:
  Hybrid Federated Learning for Feature & Sample Heterogeneity: Algorithms and Implementation.Trans. Mach. Learn. Res.2024 (2024)
• 
  [c109]
  Xue Wen,Lianxin Xie,Le Jiang,Tianyi Chen,Si Wu,Cheng Liu,Hau-San Wong:
  RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention.AAAI2024:5903-5911
• 
  [c108]
  Tianyi Chen,Feiqi Cao,Yihao Ding,Soyeon Caren Han:
  The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract).AAAI2024:23454-23455
• 
  [c107]
  Momin Abbas,Yi Zhou,Parikshit Ram,Nathalie Baracaldo,Horst Samulowitz,Theodoros Salonidis,Tianyi Chen:
  Enhancing In-context Learning via Linear Probe Calibration.AISTATS2024:307-315
• 
  [c106]
  Tong Wu,Anna Scaglione,Daniel B. Arnold,Tianyi Chen:
  Transferable Learning of GCN Sampling Graph Data Clusters from Different Power Systems.Allerton2024:1-7
• 
  [c105]
  Tianyi Chen,Charalampos E. Tsourakakis:
  Parallel Motif-Based Community Detection.IEEE Big Data2024:509-518
• 
  [c104]
  Tianyi Chen,Jianfu Zhang,Yan Hong,Yiyi Zhang,Liqing Zhang:
  Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation.CIKM2024:291-300
• 
  [c103]
  Jinxin Zhou,Tianyu Ding,Tianyi Chen,Jiachen Jiang,Ilya Zharkov,Zhihui Zhu,Luming Liang:
  DREAM: Diffusion Rectification and Estimation-Adaptive Models.CVPR2024:8342-8351
• 
  [c102]
  Fan Yang,Tianyi Chen,Xiaosheng He,Zhongang Cai,Lei Yang,Si Wu,Guosheng Lin:
  AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing.CVPR2024:10596-10605
• 
  [c101]
  Haidong Zhu,Tianyu Ding,Tianyi Chen,Ilya Zharkov,Ram Nevatia,Luming Liang:
  CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering.ECCV (6)2024:71-89
• 
  [c100]
  Tianyi Chen:
  The Impact of AI-Pair Programmers on Code Quality and Developer Satisfaction: Evidence from TiMi studio.GAIIS2024
• 
  [c99]
  Momin Abbas,Koushik Kar,Tianyi Chen:
  Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning.GLOBECOM2024:5217-5222
• 
  [c98]
  Heshan Devaka Fernando,Lisha Chen,Songtao Lu,Pin-Yu Chen,Miao Liu,Subhajit Chaudhury,Keerthiram Murugesan,Gaowen Liu,Meng Wang,Tianyi Chen:
  Variance Reduction Can Improve Trade-Off in Multi-Objective Learning.ICASSP2024:6975-6979
• 
  [c97]
  Han Shen,Santiago Paternain,Gaowen Liu,Ramana Kompella,Tianyi Chen:
  A Method for Bilevel Optimization with Convex Lower-Level Problem.ICASSP2024:9426-9430
• 
  [c96]
  A. F. M. Saif,Xiaodong Cui,Han Shen,Songtao Lu,Brian Kingsbury,Tianyi Chen:
  Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization.ICASSP2024:10931-10935
• 
  [c95]
  Tianyi Chen,Jun Gao,Yaofeng Tu,Mo Xu:
  GLO: Towards Generalized Learned Query Optimization.ICDE2024:4843-4855
• 
  [c94]
  Jongwoo Ko,Sungnyun Kim,Tianyi Chen,Se-Young Yun:
  DistiLLM: Towards Streamlined Distillation for Large Language Models.ICML2024:24872-24895
• 
  [c93]
  Han Shen,Zhuoran Yang,Tianyi Chen:
  Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF.ICML2024:44774-44799
• 
  [c92]
  Shuai Zhang,Heshan Devaka Fernando,Miao Liu,Keerthiram Murugesan,Songtao Lu,Pin-Yu Chen,Tianyi Chen,Meng Wang:
  SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning.ICML2024:58897-58934
• 
  [c91]
  A. F. M. Saif,Lisha Chen,Xiaodong Cui,Songtao Lu,Brian Kingsbury,Tianyi Chen:
  M2ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective Optimization.INTERSPEECH2024
• 
  [c90]
  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:
  ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots.IROS2024:10905-10912
• 
  [c89]
  Tianyi Chen,Yanjie Jiang,Fu Fan,Bo Liu,Hui Liu:
  A Position-Aware Approach to Decomposing God Classes.ASE2024:129-140
• 
  [c88]
  Lisha Chen,A. F. M. Saif,Yanning Shen,Tianyi Chen:
  FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning.NeurIPS2024
• 
  [c87]
  Liuyuan Jiang,Quan Xiao,Victor Tenorio,Fernando Real-Rojas,Antonio G. Marques,Tianyi Chen:
  A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints.NeurIPS2024
• 
  [c86]
  Zhaoxian Wu,Tayfun Gokmen,Malte J. Rasch,Tianyi Chen:
  Towards Exact Gradient-based Training on Analog In-memory Computing.NeurIPS2024
• 
  [c85]
  Aniket S. Dalvi,Jacob Whitlow,Marissa D'Onofrio,Leon Riesebos,Tianyi Chen,Samuel Phiri,Kenneth R. Brown,Jonathan M. Baker:
  One-Time Compilation of Device-Level Instructions for Quantum Subroutines.QCE2024:873-884
• 
  [c84]
  Liang Zhang,Tianyi Chen,Yue Zong,Xiaopeng Gao:
  A Peer Grading Approach for Open-ended Programming Projects Based on Binary System and Swiss System.SIGCSE (1)2024:1484-1490
• 
  [i107]
  Tianyi Chen,Nan Hao,Yingzhou Lu,Capucine Van Rechem:
  Uncertainty Quantification on Clinical Trial Outcome Prediction.CoRRabs/2401.03482 (2024)
• 
  [i106]
  A. F. M. Saif,Xiaodong Cui,Han Shen,Songtao Lu,Brian Kingsbury,Tianyi Chen:
  Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization.CoRRabs/2401.06980 (2024)
• 
  [i105]
  Momin Abbas,Yi Zhou,Parikshit Ram,Nathalie Baracaldo,Horst Samulowitz,Theodoros Salonidis,Tianyi Chen:
  Enhancing In-context Learning via Linear Probe Calibration.CoRRabs/2401.12406 (2024)
• 
  [i104]
  Jongwoo Ko,Sungnyun Kim,Tianyi Chen,Se-Young Yun:
  DistiLLM: Towards Streamlined Distillation for Large Language Models.CoRRabs/2402.03898 (2024)
• 
  [i103]
  Han Shen,Zhuoran Yang,Tianyi Chen:
  Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF.CoRRabs/2402.06886 (2024)
• 
  [i102]
  Spencer Hutchinson,Tianyi Chen,Mahnoosh Alizadeh:
  Optimistic Safety for Linearly-Constrained Online Convex Optimization.CoRRabs/2403.05786 (2024)
• 
  [i101]
  Guangzhi Wang,Tianyi Chen,Kamran Ghasedi,HsiangTao Wu,Tianyu Ding,Chris Nuesmeyer,Ilya Zharkov,Mohan S. Kankanhalli,Luming Liang:
  S3Editor: A Sparse Semantic-Disentangled Self-Training Framework for Face Video Editing.CoRRabs/2404.08111 (2024)
• 
  [i100]
  Tianyu Ding,Jinxin Zhou,Tianyi Chen,Zhihui Zhu,Ilya Zharkov,Luming Liang:
  AdaContour: Adaptive Contour Descriptor with Hierarchical Representation.CoRRabs/2404.08292 (2024)
• 
  [i99]
  Tianyi Chen,Zhi-Qin John Xu:
  Efficient and Flexible Method for Reducing Moderate-size Deep Neural Networks with Condensation.CoRRabs/2405.01041 (2024)
• 
  [i98]
  Zhixuan Xu,Chongkai Gao,Zixuan Liu,Gang Yang,Chenrui Tie,Haozhuo Zheng,Haoyu Zhou,Weikun Peng,Debang Wang,Tianyi Chen,Zhouliang Yu,Lin Shao:
  ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots.CoRRabs/2405.06964 (2024)
• 
  [i97]
  Shuai Zhang,Heshan Devaka Fernando,Miao Liu,Keerthiram Murugesan,Songtao Lu,Pin-Yu Chen,Tianyi Chen,Meng Wang:
  SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning.CoRRabs/2405.15920 (2024)
• 
  [i96]
  Huiping Zhuang,Run He,Kai Tong,Di Fang,Han Sun,Haoran Li,Tianyi Chen,Ziqian Zeng:
  Analytic Federated Learning.CoRRabs/2405.16240 (2024)
• 
  [i95]
  Tianyi Chen,Jianfu Zhang,Yan Hong,Yiyi Zhang,Liqing Zhang:
  Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation.CoRRabs/2405.16263 (2024)
• 
  [i94]
  Tianyi Chen,Hua Wang,Yutong Cai,Maohan Liang,Qiang Meng:
  Exploring Key Factors for Long-Term Vessel Incident Risk Prediction.CoRRabs/2405.19804 (2024)
• 
  [i93]
  Liuyuan Jiang,Quan Xiao,Victor M. Tenorio,Fernando Real-Rojas,Antonio G. Marqués,Tianyi Chen:
  A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints.CoRRabs/2406.10148 (2024)
• 
  [i92]
  Zhaoxian Wu,Tayfun Gokmen,Malte J. Rasch,Tianyi Chen:
  Towards Exact Gradient-based Training on Analog In-memory Computing.CoRRabs/2406.12774 (2024)
• 
  [i91]
  Pratheba Selvaraju,Tianyu Ding,Tianyi Chen,Ilya Zharkov,Luming Liang:
  FORA: Fast-Forward Caching in Diffusion Transformer Acceleration.CoRRabs/2407.01425 (2024)
• 
  [i90]
  Runzhong Wang,Yunhao Zhang,Ziao Guo,Tianyi Chen,Xiaokang Yang,Junchi Yan:
  LinSATNet: The Positive Linear Satisfiability Neural Networks.CoRRabs/2407.13917 (2024)
• 
  [i89]
  Quan Xiao,Tianyi Chen:
  Unlocking Global Optimality in Bilevel Optimization: A Pilot Study.CoRRabs/2408.16087 (2024)
• 
  [i88]
  Momin Abbas,Koushik Kar,Tianyi Chen:
  Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning.CoRRabs/2409.00124 (2024)
• 
  [i87]
  Tianyi Chen,Xiaoyi Qu,David Aponte,Colby R. Banbury,Jongwoo Ko,Tianyu Ding,Yong Ma,Vladimir Lyapunov,Ilya Zharkov,Luming Liang:
  HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning.CoRRabs/2409.09085 (2024)
• 
  [i86]
  Trung Dang,David Aponte,Dung N. Tran,Tianyi Chen,Kazuhito Koishida:
  Zero-Shot Text-to-Speech from Continuous Text Streams.CoRRabs/2410.00767 (2024)
• 
  [i85]
  Han Shen,Pin-Yu Chen,Payel Das,Tianyi Chen:
  SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection.CoRRabs/2410.07471 (2024)
• 
  [i84]
  Yanjie Ze,Zixuan Chen,Wenhao Wang,Tianyi Chen,Xialin He,Ying Yuan,Xue Bin Peng,Jiajun Wu:
  Generalizable Humanoid Manipulation with Improved 3D Diffusion Policies.CoRRabs/2410.10803 (2024)
• 
  [i83]
  Zhaoxian Wu,Quan Xiao,Tayfun Gokmen,Hsinyu Tsai,Kaoutar El Maghraoui,Tianyi Chen:
  Pipeline Gradient-based Model Training on Analog In-memory Accelerators.CoRRabs/2410.15155 (2024)
• 
  [i82]
  Heshan Devaka Fernando,Han Shen,Parikshit Ram,Yi Zhou,Horst Samulowitz,Nathalie Baracaldo,Tianyi Chen:
  Mitigating Forgetting in LLM Supervised Fine-Tuning and Preference Learning.CoRRabs/2410.15483 (2024)
• 
  [i81]
  Yang Hu,Tianyi Chen,Na Li,Kai Wang,Bo Dai:
  Primal-Dual Spectral Representation for Off-policy Evaluation.CoRRabs/2410.17538 (2024)
• 
  [i80]
  Lisha Chen,A. F. M. Saif,Yanning Shen,Tianyi Chen:
  FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning.CoRRabs/2412.01773 (2024)
• 
  [i79]
  Xiaodong Cui,A. F. M. Saif,Songtao Lu,Lisha Chen,Tianyi Chen,Brian Kingsbury,George Saon:
  Bilevel Joint Unsupervised and Supervised Training for Automatic Speech Recognition.CoRRabs/2412.08548 (2024)
• 
  [i78]
  Tianyi Chen,Atsushi Miyauchi,Charalampos E. Tsourakakis:
  Q-DISCO: Query-Centric Densest Subgraphs in Networks with Opinion Information.CoRRabs/2412.11647 (2024)
• 
  [i77]
  Tianyi Chen,Charalampos E. Tsourakakis:
  Parallel Motif-Based Community Detection.CoRRabs/2412.12382 (2024)
• 2023
• 
  [j62]
  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:
  Discovering a change point and piecewise linear structure in a time series of organoid networks via the iso-mirror.Appl. Netw. Sci.8(1):45 (2023)
• 
  [j61]
  Duowei Li,Jianping Wu,Feng Zhu,Tianyi Chen,Yiik Diew Wong:
  Modeling adaptive platoon and reservation-based intersection control for connected and autonomous vehicles employing deep reinforcement learning.Comput. Aided Civ. Infrastructure Eng.38(10):1346-1364 (2023)
• 
  [j60]
  Lisha Chen,Sharu Theresa Jose,Ivana Nikoloska,Sangwoo Park,Tianyi Chen,Osvaldo Simeone:
  Learning with Limited Samples: Meta-Learning and Applications to Communication Systems.Found. Trends Signal Process.17(2):79-208 (2023)
• 
  [j59]
  Yihao Fu,Liquan Shen,Tianyi Chen:
  3D-Distortion Based Rate Distortion Optimization for Video-Based Point Cloud Compression.KSII Trans. Internet Inf. Syst.17(2):435-449 (2023)
• 
  [j58]
  Tianyi Chen,Jun Gao,Hedui Chen,Yaofeng Tu:
  LOGER: A Learned Optimizer towards Generating Efficient and Robust Query Execution Plans.Proc. VLDB Endow.16(7):1777-1789 (2023)
• 
  [j57]
  Tianyi Chen,Changbao Yang,Liguo Han,Senmiao Guo:
  GF-2 Data for Lithological Classification Using Texture Features and PCA/ICA Methods in Jixi, Heilongjiang, China.Remote. Sens.15(19):4676 (2023)
• 
  [j56]
  Yutong Dai,Tianyi Chen,Guanyi Wang,Daniel P. Robinson:
  An Adaptive Half-Space Projection Method for Stochastic Optimization Problems with Group Sparse Regularization.Trans. Mach. Learn. Res.2023 (2023)
• 
  [j55]
  Han Shen,Kaiqing Zhang,Mingyi Hong,Tianyi Chen:
  Towards Understanding Asynchronous Advantage Actor-Critic: Convergence and Linear Speedup.IEEE Trans. Signal Process.71:2579-2594 (2023)
• 
  [j54]
  Zhaoxian Wu,Tianyi Chen,Qing Ling:
  Byzantine-Resilient Decentralized Stochastic Optimization With Robust Aggregation Rules.IEEE Trans. Signal Process.71:3179-3195 (2023)
• 
  [j53]
  Quan Xiao,Qing Ling,Tianyi Chen:
  Lazy Queries Can Reduce Variance in Zeroth-Order Optimization.IEEE Trans. Signal Process.71:3695-3709 (2023)
• 
  [c83]
  Quan Xiao,Han Shen,Wotao Yin,Tianyi Chen:
  Alternating Projected SGD for Equality-constrained Bilevel Optimization.AISTATS2023:987-1023
• 
  [c82]
  Han Shen,Songtao Lu,Xiaodong Cui,Tianyi Chen:
  Distributed Offline Policy Optimization Over Batch Data.AISTATS2023:4443-4472
• 
  [c81]
  Youbang Sun,Heshan Devaka Fernando,Tianyi Chen,Shahin Shahrampour:
  On the Stability Analysis of Open Federated Learning Systems.ACC2023:867-872
• 
  [c80]
  John David Maunder,Jiesi Zhang,Jianming Lu,Tianyi Chen,Zach Hindley,Eric Saczuk,Michal Aibin:
  AI-based General Visual Inspection of Aircrafts Based on YOLOv5.CCECE2023:55-59
• 
  [c79]
  Yunfei Zhang,Xiaoyang Huo,Tianyi Chen,Si Wu,Hau-San Wong:
  Exploring Intra-class Variation Factors with Learnable Cluster Prompts for Semi-supervised Image Synthesis.CVPR2023:7392-7401
• 
  [c78]
  Liang Zhang,Tianyi Chen,Yue Zong,Lijun Zhang:
  Research to Practice of Blended Learning in Computer Programming Course.FIE2023:1-5
• 
  [c77]
  Liang Zhang,Yue Zong,Tianyi Chen,Yafeng Ma,Shuo An,Lijun Zhang:
  A Peer Review Approach to Grading Projects in Computer Courses.FIE2023:1-7
• 
  [c76]
  Lisha Chen,Momin Abbas,Tianyi Chen:
  A Nested Ensemble Method to Bilevel Machine Learning.ICASSP2023:1-5
• 
  [c75]
  Tianyi Chen,Luming Liang,Tianyu Ding,Zhihui Zhu,Ilya Zharkov:
  OTOv2: Automatic, Generic, User-Friendly.ICLR2023
• 
  [c74]
  Heshan Devaka Fernando,Han Shen,Miao Liu,Subhajit Chaudhury,Keerthiram Murugesan,Tianyi Chen:
  Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach.ICLR2023
• 
  [c73]
  Han Shen,Tianyi Chen:
  On Penalty-based Bilevel Gradient Descent Method.ICML2023:30992-31015
• 
  [c72]
  Runzhong Wang,Yunhao Zhang,Ziao Guo,Tianyi Chen,Xiaokang Yang,Junchi Yan:
  LinSATNet: The Positive Linear Satisfiability Neural Networks.ICML2023:36605-36625
• 
  [c71]
  Zhehua Zhong,Tianyi Chen,Zhen Wang:
  MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning.IJCAI2023:4674-4683
• 
  [c70]
  Atsushi Miyauchi,Tianyi Chen,Konstantinos Sotiropoulos,Charalampos E. Tsourakakis:
  Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity.KDD2023:1710-1721
• 
  [c69]
  Xuanang Xu,Hannah H. Deng,Tianyi Chen,Tianshu Kuang,Joshua C. Barber,Daeseung Kim,Jaime Gateno,James J. Xia,Pingkun Yan:
  Federated Cross Learning for Medical Image Segmentation.MIDL2023:1441-1452
• 
  [c68]
  Lisha Chen,Heshan Devaka Fernando,Yiming Ying,Tianyi Chen:
  Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance.NeurIPS2023
• 
  [c67]
  Tianyi Chen,Qidi Wang,Zhen Dong,Liwei Shen,Xin Peng:
  Enhancing Robot Program Synthesis Through Environmental Context.NeurIPS2023
• 
  [c66]
  Quan Xiao,Songtao Lu,Tianyi Chen:
  An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition.NeurIPS2023
• 
  [c65]
  Kaustubh Badrike,Aniket S. Dalvi,Filip Mazurek,Marissa D'Onofrio,Jacob Whitlow,Tianyi Chen,Samuel Phiri,Leon Riesebos,Kenneth R. Brown,Frank Mueller:
  QisDAX: An Open Source Bridge from Qiskit to Trapped-Ion Quantum Devices.QCE2023:825-836
• 
  [i76]
  Han Shen,Tianyi Chen:
  On Penalty-based Bilevel Gradient Descent Method.CoRRabs/2302.05185 (2023)
• 
  [i75]
  Tianyi Chen,Luming Liang,Tianyu Ding,Zhihui Zhu,Ilya Zharkov:
  OTOV2: Automatic, Generic, User-Friendly.CoRRabs/2303.06862 (2023)
• 
  [i74]
  Chaoyue Song,Tianyi Chen,Yiwen Chen,Jiacheng Wei,Chuan Sheng Foo,Fayao Liu,Guosheng Lin:
  MoDA: Modeling Deformable 3D Objects from Casual Videos.CoRRabs/2304.08279 (2023)
• 
  [i73]
  Tianyi Chen,Luming Liang,Tianyu Ding,Ilya Zharkov:
  Towards Automatic Neural Architecture Search within General Super-Networks.CoRRabs/2305.18030 (2023)
• 
  [i72]
  Lisha Chen,Heshan Devaka Fernando,Yiming Ying,Tianyi Chen:
  Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance.CoRRabs/2305.20057 (2023)
• 
  [i71]
  Atsushi Miyauchi,Tianyi Chen,Konstantinos Sotiropoulos,Charalampos E. Tsourakakis:
  Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity.CoRRabs/2306.02338 (2023)
• 
  [i70]
  Quan Xiao,Songtao Lu,Tianyi Chen:
  A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition.CoRRabs/2306.02422 (2023)
• 
  [i69]
  Zhehua Zhong,Tianyi Chen,Zhen Wang:
  MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning.CoRRabs/2306.15826 (2023)
• 
  [i68]
  Aniket S. Dalvi,Jacob Whitlow,Marissa D'Onofrio,Leon Riesebos,Tianyi Chen,Samuel Phiri,Kenneth R. Brown,Jonathan M. Baker:
  One-Time Compilation of Device-Level Instructions for Quantum Subroutines.CoRRabs/2308.10787 (2023)
• 
  [i67]
  Wenjie Lv,Zhen Wang,Yitao Zheng,Zhehua Zhong,Qi Xuan,Tianyi Chen:
  BufferSearch: Generating Black-Box Adversarial Texts With Lower Queries.CoRRabs/2310.09652 (2023)
• 
  [i66]
  Tianyi Chen,Tianyu Ding,Badal Yadav,Ilya Zharkov,Luming Liang:
  LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery.CoRRabs/2310.18356 (2023)
• 
  [i65]
  Haidong Zhu,Tianyu Ding,Tianyi Chen,Ilya Zharkov,Ram Nevatia,Luming Liang:
  CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering.CoRRabs/2311.15510 (2023)
• 
  [i64]
  Jinxin Zhou,Tianyu Ding,Tianyi Chen,Jiachen Jiang,Ilya Zharkov,Zhihui Zhu,Luming Liang:
  DREAM: Diffusion Rectification and Estimation-Adaptive Models.CoRRabs/2312.00210 (2023)
• 
  [i63]
  Tianyu Ding,Tianyi Chen,Haidong Zhu,Jiachen Jiang,Yiqi Zhong,Jinxin Zhou,Guangzhi Wang,Zhihui Zhu,Ilya Zharkov,Luming Liang:
  The Efficiency Spectrum of Large Language Models: An Algorithmic Survey.CoRRabs/2312.00678 (2023)
• 
  [i62]
  Fan Yang,Tianyi Chen,Xiaosheng He,Zhongang Cai,Lei Yang,Si Wu,Guosheng Lin:
  AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing.CoRRabs/2312.02209 (2023)
• 
  [i61]
  Tianyi Chen,Qidi Wang,Zhen Dong,Liwei Shen,Xin Peng:
  Enhancing Robot Program Synthesis Through Environmental Context.CoRRabs/2312.08250 (2023)
• 
  [i60]
  Tianyi Chen,Tianyu Ding,Zhihui Zhu,Zeyu Chen,HsiangTao Wu,Ilya Zharkov,Luming Liang:
  OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators.CoRRabs/2312.09411 (2023)
• 2022
• 
  [j52]
  Zhen Wang,Yitao Zheng,Hai Zhu,Chang Yang,Tianyi Chen:
  Transferable adversarial examples can efficiently fool topic models.Comput. Secur.118:102749 (2022)
• 
  [j51]
  Jie Peng,Zhaoxian Wu,Qing Ling,Tianyi Chen:
  Byzantine-robust variance-reduced federated learning over distributed non-i.i.d. data.Inf. Sci.616:367-391 (2022)
• 
  [j50]
  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:
  Executable network of SARS-CoV-2-host interaction predicts drug combination treatments.npj Digit. Medicine5 (2022)
• 
  [j49]
  Jun Sun,Tianyi Chen,Georgios B. Giannakis,Qinmin Yang,Zaiyue Yang:
  Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning.IEEE Trans. Pattern Anal. Mach. Intell.44(4):2031-2044 (2022)
• 
  [j48]
  Carey E. Priebe,Cencheng Shen,Ningyuan Huang,Tianyi Chen:
  A Simple Spectral Failure Mode for Graph Convolutional Networks.IEEE Trans. Pattern Anal. Mach. Intell.44(11):8689-8693 (2022)
• 
  [j47]
  Tao Sun,Han Shen,Tianyi Chen,Dongsheng Li:
  Adaptive Temporal Difference Learning With Linear Function Approximation.IEEE Trans. Pattern Anal. Mach. Intell.44(12):8812-8824 (2022)
• 
  [j46]
  Tianyi Chen,Yiik Diew Wong,Xiupeng Shi,Xueqin Wang:
  Optimized structure learning of Bayesian Network for investigating causation of vehicles' on-road crashes.Reliab. Eng. Syst. Saf.224:108527 (2022)
• 
  [j45]
  Tianyi Chen,Kaiqing Zhang,Georgios B. Giannakis,Tamer Basar:
  Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning.IEEE Trans. Control. Netw. Syst.9(2):917-929 (2022)
• 
  [j44]
  Xiupeng Shi,Yiik Diew Wong,Chen Chai,Michael Zhi-Feng Li,Tianyi Chen,Zeng Zeng:
  Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road.IEEE Trans. Intell. Transp. Syst.23(10):17451-17465 (2022)
• 
  [j43]
  Jinxiu Liang,Jingwen Wang,Yuhui Quan,Tianyi Chen,Jiaying Liu,Haibin Ling,Yong Xu:
  Recurrent Exposure Generation for Low-Light Face Detection.IEEE Trans. Multim.24:1609-1621 (2022)
• 
  [j42]
  Tianyi Chen,Si Wu,Xuhui Yang,Yong Xu,Hau-San Wong:
  Semantic Regularized Class-Conditional GANs for Semi-Supervised Fine-Grained Image Synthesis.IEEE Trans. Multim.24:2975-2985 (2022)
• 
  [j41]
  Weiyu Li,Zhaoxian Wu,Tianyi Chen,Liping Li,Qing Ling:
  Communication-Censored Distributed Stochastic Gradient Descent.IEEE Trans. Neural Networks Learn. Syst.33(11):6831-6843 (2022)
• 
  [c64]
  Lisha Chen,Tianyi Chen:
  Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably?AISTATS2022:1733-1774
• 
  [c63]
  Tianyi Chen,Yuejiao Sun,Quan Xiao,Wotao Yin:
  A Single-Timescale Method for Stochastic Bilevel Optimization.AISTATS2022:2466-2488
• 
  [c62]
  Tianyi Chen,Yu Liu,Xunjun Chen:
  Image-oriented ciphertext-policy attribute-based encryption system.CIS2022:366-370
• 
  [c61]
  Tianyi Chen,Yunfei Zhang,Xiaoyang Huo,Si Wu,Yong Xu,Hau-San Wong:
  SphericGAN: Semi-supervised Hyper-spherical Generative Adversarial Networks for Fine-grained Image Synthesis.CVPR2022:9991-10000
• 
  [c60]
  Genshen Chu,Tianyi Chen,Dandan Chen,He Bai,Guannan Li,Shuai Ren,Yang Li:
  MISA-MD: A New Design of Molecular Dynamics Software for GPU Architecture.HPCC/DSS/SmartCity/DependSys2022:51-58
• 
  [c59]
  Zirui Yan,Quan Xiao,Tianyi Chen,Ali Tajer:
  Federated Multi-Armed Bandit Via Uncoordinated Exploration.ICASSP2022:5248-5252
• 
  [c58]
  Momin Abbas,Quan Xiao,Lisha Chen,Pin-Yu Chen,Tianyi Chen:
  Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning.ICML2022:10-32
• 
  [c57]
  Tianyi Chen,Charalampos E. Tsourakakis:
  AntiBenford Subgraphs: Unsupervised Anomaly Detection in Financial Networks.KDD2022:2762-2770
• 
  [c56]
  Siliang Zeng,Tianyi Chen,Alfredo García,Mingyi Hong:
  Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees.L4DC2022:278-290
• 
  [c55]
  Lisha Chen,Songtao Lu,Tianyi Chen:
  Understanding Benign Overfitting in Gradient-Based Meta Learning.NeurIPS2022
• 
  [c54]
  Han Shen,Tianyi Chen:
  A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences.NeurIPS2022
• 
  [c53]
  Tianyi Chen,Brian Matejek,Michael Mitzenmacher,Charalampos E. Tsourakakis:
  Algorithmic Tools for Understanding the Motif Structure of Networks.ECML/PKDD (2)2022:3-19
• 
  [c52]
  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:
  Modular software for real-time quantum control systems.QCE2022:545-555
• 
  [c51]
  Tianyi Chen,Francesco Bonchi,David García-Soriano,Atsushi Miyauchi,Charalampos E. Tsourakakis:
  Dense and well-connected subgraph detection in dual networks.SDM2022:361-369
• 
  [c50]
  Tianyi Chen,Xu Wang,Charalampos E. Tsourakakis:
  Polarizing Opinion Dynamics with Confirmation Bias.SocInfo2022:144-158
• 
  [c49]
  Liang Zhang,Tianyi Chen,Yafeng Ma,Jianwei Niu:
  An Online Learning Help Approach based on Q&A sites in Programming Course.TALE2022:31-37
• 
  [p1]
  Xiao Jin,Pin-Yu Chen,Tianyi Chen:
  Data Leakage in Federated Learning.Federated Learning2022:337-361
• 
  [i59]
  Lianghao Xia,Chao Huang,Yong Xu,Peng Dai,Liefeng Bo,Xiyue Zhang,Tianyi Chen:
  Spatial-Temporal Sequential Hypergraph Network for Crime Prediction.CoRRabs/2201.02435 (2022)
• 
  [i58]
  Lisha Chen,Tianyi Chen:
  Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably?CoRRabs/2203.03059 (2022)
• 
  [i57]
  Xuanang Xu,Tianyi Chen,Han Deng,Tianshu Kuang,Joshua C. Barber,Daeseung Kim,Jaime Gateno,Pingkun Yan,James J. Xia:
  Federated Cross Learning for Medical Image Segmentation.CoRRabs/2204.02450 (2022)
• 
  [i56]
  Tianyi Chen,Charalampos E. Tsourakakis:
  AntiBenford Subgraphs: Unsupervised Anomaly Detection in Financial Networks.CoRRabs/2205.13426 (2022)
• 
  [i55]
  Momin Abbas,Quan Xiao,Lisha Chen,Pin-Yu Chen,Tianyi Chen:
  Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning.CoRRabs/2206.03996 (2022)
• 
  [i54]
  Zhaoxian Wu,Tianyi Chen,Qing Ling:
  Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules.CoRRabs/2206.04568 (2022)
• 
  [i53]
  Quan Xiao,Qing Ling,Tianyi Chen:
  Lazy Queries Can Reduce Variance in Zeroth-order Optimization.CoRRabs/2206.07126 (2022)
• 
  [i52]
  Han Shen,Tianyi Chen:
  A Single-Timescale Analysis For Stochastic Approximation With Multiple Coupled Sequences.CoRRabs/2206.10414 (2022)
• 
  [i51]
  Duowei Li,Jianping Wu,Feng Zhu,Tianyi Chen,Yiik Diew Wong:
  Modeling Adaptive Platoon and Reservation Based Autonomous Intersection Control: A Deep Reinforcement Learning Approach.CoRRabs/2206.12419 (2022)
• 
  [i50]
  Lisha Chen,Songtao Lu,Tianyi Chen:
  Understanding Benign Overfitting in Nested Meta Learning.CoRRabs/2206.13482 (2022)
• 
  [i49]
  Duowei Li,Jianping Wu,Feng Zhu,Tianyi Chen,Yiik Diew Wong:
  COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning.CoRRabs/2207.07195 (2022)
• 
  [i48]
  Tianyu Ding,Luming Liang,Zhihui Zhu,Tianyi Chen,Ilya Zharkov:
  Sparsity-guided Network Design for Frame Interpolation.CoRRabs/2209.04551 (2022)
• 
  [i47]
  Youbang Sun,Heshan Devaka Fernando,Tianyi Chen,Shahin Shahrampour:
  On the Stability Analysis of Open Federated Learning Systems.CoRRabs/2209.12307 (2022)
• 
  [i46]
  Lisha Chen,Sharu Theresa Jose,Ivana Nikoloska,Sangwoo Park,Tianyi Chen,Osvaldo Simeone:
  Learning with Limited Samples - Meta-Learning and Applications to Communication Systems.CoRRabs/2210.02515 (2022)
• 
  [i45]
  Heshan Devaka Fernando,Han Shen,Miao Liu,Subhajit Chaudhury,Keerthiram Murugesan,Tianyi Chen:
  Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach.CoRRabs/2210.12624 (2022)
• 
  [i44]
  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:
  Modular Software for Real-Time Quantum Control Systems.CoRRabs/2210.14341 (2022)
• 
  [i43]
  Quan Xiao,Han Shen,Wotao Yin,Tianyi Chen:
  Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization.CoRRabs/2211.07096 (2022)
• 
  [i42]
  Bo Ji,Tianyi Chen:
  FSCNN: A Fast Sparse Convolution Neural Network Inference System.CoRRabs/2212.08815 (2022)
• 2021
• 
  [j40]
  Xueqin Wang,Yiik Diew Wong,Tianyi Chen,Kum Fai Yuen:
  Adoption of shopper-facing technologies under social distancing: A conceptualisation and an interplay between task-technology fit and technology trust.Comput. Hum. Behav.124:106900 (2021)
• 
  [j39]
  Bochun Wu,Tianyi Chen,Wei Ni,Xin Wang:
  Multi-Agent Multi-Armed Bandit Learning for Online Management of Edge-Assisted Computing.IEEE Trans. Commun.69(12):8188-8199 (2021)
• 
  [j38]
  Zhaoxian Wu,Han Shen,Tianyi Chen,Qing Ling:
  Byzantine-Resilient Decentralized Policy Evaluation With Linear Function Approximation.IEEE Trans. Signal Process.69:3839-3853 (2021)
• 
  [j37]
  Tianyi Chen,Yuejiao Sun,Wotao Yin:
  Communication-Adaptive Stochastic Gradient Methods for Distributed Learning.IEEE Trans. Signal Process.69:4637-4651 (2021)
• 
  [j36]
  Tianyi Chen,Yuejiao Sun,Wotao Yin:
  Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization.IEEE Trans. Signal Process.69:4937-4948 (2021)
• 
  [j35]
  Bochun Wu,Tianyi Chen,Kai Yang,Xin Wang:
  Edge-Centric Bandit Learning for Task-Offloading Allocations in Multi-RAT Heterogeneous Networks.IEEE Trans. Veh. Technol.70(4):3702-3714 (2021)
• 
  [c48]
  Songtao Lu,Kaiqing Zhang,Tianyi Chen,Tamer Basar,Lior Horesh:
  Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning.AAAI2021:8767-8775
• 
  [c47]
  Hao Wu,Tianyi Chen,Xianzhe Luo,Canghong Jin,Yun Zhang,Minghui Wu:
  Hybrid Estimation for Open-Ended Questions with Early-Age Students' Block-Based Programming Answers.ACML2021:33-48
• 
  [c46]
  Tianyi Chen,Ziye Guo,Yuejiao Sun,Wotao Yin:
  CADA: Communication-Adaptive Distributed Adam.AISTATS2021:613-621
• 
  [c45]
  Tianyi Chen,Jiahui Fu,Wentao Jiang,Chen Gao,Si Liu:
  SRKTDN: Applying Super Resolution Method to Dehazing Task.CVPR Workshops2021:487-496
• 
  [c44]
  Yi Liu,Xiaoyang Huo,Tianyi Chen,Xiangping Zeng,Si Wu,Zhiwen Yu,Hau-San Wong:
  Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis.CVPR2021:5506-5515
• 
  [c43]
  Yuejiao Sun,Tianyi Chen,Wotao Yin:
  An Optimal Stochastic Compositional Optimization Method with Applications to Meta Learning.ICASSP2021:3665-3669
• 
  [c42]
  Zhaoxian Wu,Han Shen,Tianyi Chen,Qing Ling:
  Byzantine-Resilient Decentralized TD Learning with Linear Function Approximation.ICASSP2021:5040-5044
• 
  [c41]
  Tianyi Chen,Yi Liu,Yunfei Zhang,Si Wu,Yong Xu,Liangbing Feng,Hau-San Wong:
  Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation.ICCV2021:9244-9253
• 
  [c40]
  Liquan Ding,Xuesong Zhang,Tianyi Chen,Song Lin:
  Research on Collaborative Detection and Location Method of Infrared and Radar Aircraft Based on Federated Filter.ICMSSP2021:60-63
• 
  [c39]
  Lianghao Xia,Chao Huang,Yong Xu,Peng Dai,Liefeng Bo,Xiyue Zhang,Tianyi Chen:
  Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning.IJCAI2021:1631-1637
• 
  [c38]
  Xiao Jin,Pin-Yu Chen,Chia-Yi Hsu,Chia-Mu Yu,Tianyi Chen:
  Catastrophic Data Leakage in Vertical Federated Learning.NeurIPS2021:994-1006
• 
  [c37]
  Tianyi Chen,Bo Ji,Tianyu Ding,Biyi Fang,Guanyi Wang,Zhihui Zhu,Luming Liang,Yixin Shi,Sheng Yi,Xiao Tu:
  Only Train Once: A One-Shot Neural Network Training And Pruning Framework.NeurIPS2021:19637-19651
• 
  [c36]
  Tianyi Chen,Yuejiao Sun,Wotao Yin:
  Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems.NeurIPS2021:25294-25307
• 
  [c35]
  Tianyi Chen,Kihong Heo,Mukund Raghothaman:
  Boosting static analysis accuracy with instrumented test executions.ESEC/SIGSOFT FSE2021:1154-1165
• 
  [i41]
  Tianyi Chen,Yuejiao Sun,Wotao Yin:
  A Single-Timescale Stochastic Bilevel Optimization Method.CoRRabs/2102.04671 (2021)
• 
  [i40]
  Tianyi Chen,Meng Wang,Siyuan Gong,Yang Zhou,Bin Ran:
  Connected and Automated Vehicle Distributed Control for On-ramp Merging Scenario: A Virtual Rotation Approach.CoRRabs/2103.15047 (2021)
• 
  [i39]
  Tianyi Chen,Yuejiao Sun,Wotao Yin:
  Tighter Analysis of Alternating Stochastic Gradient Method for Stochastic Nested Problems.CoRRabs/2106.13781 (2021)
• 
  [i38]
  Tianyi Chen,Bo Ji,Tianyu Ding,Biyi Fang,Guanyi Wang,Zhihui Zhu,Luming Liang,Yixin Shi,Sheng Yi,Xiao Tu:
  Only Train Once: A One-Shot Neural Network Training And Pruning Framework.CoRRabs/2107.07467 (2021)
• 
  [i37]
  Siliang Zeng,Tianyi Chen,Alfredo García,Mingyi Hong:
  Learning to Coordinate in Multi-Agent Systems: A Coordinated Actor-Critic Algorithm and Finite-Time Guarantees.CoRRabs/2110.05597 (2021)
• 
  [i36]
  Xiao Jin,Pin-Yu Chen,Chia-Yi Hsu,Chia-Mu Yu,Tianyi Chen:
  CAFE: Catastrophic Data Leakage in Vertical Federated Learning.CoRRabs/2110.15122 (2021)
• 
  [i35]
  Tianyi Chen,Francesco Bonchi,David García-Soriano,Atsushi Miyauchi,Charalampos E. Tsourakakis:
  Dense and well-connected subgraph detection in dual networks.CoRRabs/2112.03337 (2021)
• 2020
• 
  [j34]
  Tao Ruan,Dexing Wu,Tianyi Chen,Canghong Jin,Lei Xu,Shengli Zhou,Zhen Jiang:
  Context-Aware Traffic Prediction Framework Based on Series Decomposition.IEEE Access8:202848-202857 (2020)
• 
  [j33]
  Ruopeng Wang,Jia-Qin Yang,Jing-Yu Mao,Zhan-Peng Wang,Shuang Wu,Maojie Zhou,Tianyi Chen,Ye Zhou,Su-Ting Han:
  Recent Advances of Volatile Memristors: Devices, Mechanisms, and Applications.Adv. Intell. Syst.2(9):2000055 (2020)
• 
  [j32]
  Jiayi Peng,Yong Xu,Tianyi Chen,Yan Huang:
  Single-image raindrop removal using concurrent channel-spatial attention and long-short skip connections.Pattern Recognit. Lett.131:121-127 (2020)
• 
  [j31]
  Tianyi Chen,Jürgen Kusche,Yunzhong Shen,Qiujie Chen:
  A Combined Use of TSVD and Tikhonov Regularization for Mass Flux Solution in Tibetan Plateau.Remote. Sens.12(12):2045 (2020)
• 
  [j30]
  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:
  Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study.IEEE Trans. Image Process.29:5737-5752 (2020)
• 
  [j29]
  Zhaoxian Wu,Qing Ling,Tianyi Chen,Georgios B. Giannakis:
  Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks.IEEE Trans. Signal Process.68:4583-4596 (2020)
• 
  [c34]
  Bochun Wu,Tianyi Chen,Xin Wang:
  A Combinatorial Bandit Approach to UAV-aided Edge Computing.ACSSC2020:304-308
• 
  [c33]
  Zhaoxian Wu,Qing Ling,Tianyi Chen,Georgios B. Giannakis:
  Resilient to Byzantine Attacks Finite-Sum Optimization Over Networks.ICASSP2020:5910-5914
• 
  [c32]
  Bochun Wu,Tianyi Chen,Xin Wang:
  An MAB Approach for MEC-centric Task-offloading Control in Multi-RAT HetNets.ICC2020:1-6
• 
  [c31]
  Tianyi Chen,Canghong Jin,Tengran Dong,Dongkai Chen:
  A Deep Time Series Forecasting Method Integrated with Local-Context Sensitive Features.ICONIP (3)2020:532-543
• 
  [c30]
  Tianyi Chen,Tianyu Ding,Bo Ji,Guanyi Wang,Yixin Shi,Jing Tian,Sheng Yi,Xiao Tu,Zhihui Zhu:
  Orthant Based Proximal Stochastic Gradient Method for ℓ₁-Regularized Optimization.ECML/PKDD (3)2020:57-73
• 
  [i34]
  Tao Sun,Han Shen,Tianyi Chen,Dongsheng Li:
  Adaptive Temporal Difference Learning with Linear Function Approximation.CoRRabs/2002.08537 (2020)
• 
  [i33]
  Tianyi Chen,Yuejiao Sun,Wotao Yin:
  LASG: Lazily Aggregated Stochastic Gradients for Communication-Efficient Distributed Learning.CoRRabs/2002.11360 (2020)
• 
  [i32]
  Tianyi Chen,Tianyu Ding,Bo Ji,Guanyi Wang,Yixin Shi,Sheng Yi,Xiao Tu,Zhihui Zhu:
  Orthant Based Proximal Stochastic Gradient Method for 𝓁₁-Regularized Optimization.CoRRabs/2004.03639 (2020)
• 
  [i31]
  Yanjie Dong,Georgios B. Giannakis,Tianyi Chen,Julian Cheng,Md. Jahangir Hossain,Victor C. M. Leung:
  Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets.CoRRabs/2006.09992 (2020)
• 
  [i30]
  Tianyi Chen,Xiao Jin,Yuejiao Sun,Wotao Yin:
  VAFL: a Method of Vertical Asynchronous Federated Learning.CoRRabs/2007.06081 (2020)
• 
  [i29]
  Jinxiu Liang,Jingwen Wang,Yuhui Quan,Tianyi Chen,Jiaying Liu,Haibin Ling,Yong Xu:
  Recurrent Exposure Generation for Low-Light Face Detection.CoRRabs/2007.10963 (2020)
• 
  [i28]
  Tianyi Chen,Yuejiao Sun,Wotao Yin:
  Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization.CoRRabs/2008.10847 (2020)
• 
  [i27]
  Carey E. Priebe,Cencheng Shen,Ningyuan Huang,Tianyi Chen:
  A Simple Spectral Failure Mode for Graph Convolutional Networks.CoRRabs/2010.13152 (2020)
• 
  [i26]
  Tianyi Chen,Bo Ji,Yixin Shi,Tianyu Ding,Biyi Fang,Sheng Yi,Xiao Tu:
  Neural Network Compression Via Sparse Optimization.CoRRabs/2011.04868 (2020)
• 
  [i25]
  Xiupeng Shi,Yiik Diew Wong,Chen Chai,Michael Zhi-Feng Li,Tianyi Chen,Zeng Zeng:
  Automatic Clustering for Unsupervised Risk Diagnosis of Vehicle Driving for Smart Road.CoRRabs/2011.11933 (2020)
• 
  [i24]
  Xinwei Zhang,Wotao Yin,Mingyi Hong,Tianyi Chen:
  Hybrid Federated Learning: Algorithms and Implementation.CoRRabs/2012.12420 (2020)
• 
  [i23]
  Tianyi Chen,Ziye Guo,Yuejiao Sun,Wotao Yin:
  CADA: Communication-Adaptive Distributed Adam.CoRRabs/2012.15469 (2020)
• 
  [i22]
  Han Shen,Kaiqing Zhang,Mingyi Hong,Tianyi Chen:
  Asynchronous Advantage Actor Critic: Non-asymptotic Analysis and Linear Speedup.CoRRabs/2012.15511 (2020)