| 2026 | AAAI | Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment Analysis. | Kai Tang, Yixuan Tang, Tianyi Chen, Haokai Xu, Qiqi Luo, Jin Guang Zheng, Zhixin Zhang, Gang Chen, Haobo Wang |
| 2026 | AAAI | ProCrop: Learning Aesthetic Image Cropping from Professional Compositions. | Ke Zhang, Tianyu Ding, Jiachen Jiang, Tianyi Chen, Ilya Zharkov, Vishal M. Patel, Luming Liang |
| 2026 | ACL | Toward A Digital Twin of U.S. Congress. | Hayden S. Helm, Tianyi Chen, Harvey McGuinness, Paige Lee, Brandon Duderstadt, Carey E. Priebe |
| 2025 | AAAI | SpotDiff: Spatial Gene Expression Imputation Diffusion with Single-Cell RNA Sequencing Data Integration. | Tianyi Chen, Yunfei Zhang, Lianxin Xie, Wenjun Shen, Si Wu, Hau-San Wong |
| 2025 | AAAI | 3DHumanEdit: Multi-modal Body Part-aware Conditioning Information Integration for 3D Human Manipulation. | Feifan Xu, Tianyi Chen, Fan Yang, Yunfei Zhang, Si Wu |
| 2025 | ACL | WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models. | Zheng Hui, Yinheng Li, Dan Zhao, Colby R. Banbury, Tianyi Chen, Kazuhito Koishida |
| 2025 | AISTATS | Primal-Dual Spectral Representation for Off-policy Evaluation. | Yang Hu, Tianyi Chen, Na Li, Kai Wang, Bo Dai |
| 2025 | AISTATS | Optimistic Safety for Online Convex Optimization with Unknown Linear Constraints. | Spencer Hutchinson, Tianyi Chen, Mahnoosh Alizadeh |
| 2025 | CVPR | AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models. | Run He, Kai Tong, Di Fang, Han Sun, Ziqian Zeng, Haoran Li, Tianyi Chen, Huiping Zhuang |
| 2025 | CVPR | Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression. | Xiaoyi Qu, David Aponte, Colby R. Banbury, Daniel P. Robinson, Tianyu Ding, Kazuhito Koishida, Ilya Zharkov, Tianyi Chen |
| 2025 | CVPR | On the Robustness of GUI Grounding Models Against Image Attacks. | Haoren Zhao, Tianyi Chen, Zhen Wang |
| 2025 | ICLR | SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection. | Han Shen, Pin-Yu Chen, Payel Das, Tianyi Chen |
| 2025 | ICLR | Unlocking Global Optimality in Bilevel Optimization: A Pilot Study. | Quan Xiao, Tianyi Chen |
| 2025 | ICML | Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance. | Lisha Chen, Quan Xiao, Ellen Hidemi Fukuda, Xinyi Chen, Kun Yuan, Tianyi Chen |
| 2025 | ICML | DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs. | Jongwoo Ko, Tianyi Chen, Sungnyun Kim, Tianyu Ding, Luming Liang, Ilya Zharkov, Se-Young Yun |
| 2025 | ICML | Efficient Online Reinforcement Learning for Diffusion Policy. | Haitong Ma, Tianyi Chen, Kai Wang, Na Li, Bo Dai |
| 2025 | ICML | A First-order Generative Bilevel Optimization Framework for Diffusion Models. | Quan Xiao, Hui Yuan, A F M Saif, Gaowen Liu, Ramana Rao Kompella, Mengdi Wang, Tianyi Chen |
| 2025 | IROS | Generalizable Humanoid Manipulation with 3D Diffusion Policies. | Yanjie Ze, Zixuan Chen, Wenhao Wang, Tianyi Chen, Xialin He, Ying Yuan, Xue Bin Peng, Jiajun Wu |
| 2025 | MICCAI | Endo-CLIP: Progressive Self-supervised Pre-training on Raw Colonoscopy Records. | Yili He, Yan Zhu, Peiyao Fu, Ruijie Yang, Tianyi Chen, Zhihua Wang, Quanlin Li, Pinghong Zhou, Xian Yang, Shuo Wang |
| 2025 | SMC | Quantum Contextual Bandits: Integrating Bandit Exploration into Quantum Neural Network. | Tianyi Chen, Shiva Raj Pokhrel, Jiang Fang, Yinlong Liu, Jiyan Sun, Liru Geng, Gang Li |
| 2025 | WSDM | Q-DISCO: Query-Centric Densest Subgraphs in Networks with Opinion Information. | Tianyi Chen, Atsushi Miyauchi, Charalampos E. Tsourakakis |
| 2024 | AAAI | The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract). | Tianyi Chen, Feiqi Cao, Yihao Ding, Soyeon Caren Han |
| 2024 | AAAI | RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention. | Xue Wen, Lianxin Xie, Le Jiang, Tianyi Chen, Si Wu, Cheng Liu, Hau-San Wong |
| 2024 | AISTATS | Enhancing In-context Learning via Linear Probe Calibration. | Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen |
| 2024 | CIKM | Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation. | Tianyi Chen, Jianfu Zhang, Yan Hong, Yiyi Zhang, Liqing Zhang |
| 2024 | CVPR | AttriHuman-3D: Editable 3D Human Avatar Generation with Attribute Decomposition and Indexing. | Fan Yang, Tianyi Chen, Xiaosheng He, Zhongang Cai, Lei Yang, Si Wu, Guosheng Lin |
| 2024 | CVPR | DREAM: Diffusion Rectification and Estimation-Adaptive Models. | Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang |
| 2024 | ECCV | CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering. | Haidong Zhu, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Ram Nevatia, Luming Liang |
| 2024 | GLOBECOM | Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning. | Momin Abbas, Koushik Kar, Tianyi Chen |
| 2024 | ICASSP | Variance Reduction Can Improve Trade-Off in Multi-Objective Learning. | Heshan Devaka Fernando, Lisha Chen, Songtao Lu, Pin-Yu Chen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Gaowen Liu, Meng Wang, Tianyi Chen |
| 2024 | ICASSP | Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization. | A F M Saif, Xiaodong Cui, Han Shen, Songtao Lu, Brian Kingsbury, Tianyi Chen |
| 2024 | ICASSP | A Method for Bilevel Optimization with Convex Lower-Level Problem. | Han Shen, Santiago Paternain, Gaowen Liu, Ramana Kompella, Tianyi Chen |
| 2024 | ICDE | GLO: Towards Generalized Learned Query Optimization. | Tianyi Chen, Jun Gao, Yaofeng Tu, Mo Xu |
| 2024 | ICML | SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning. | Shuai Zhang, Heshan Devaka Fernando, Miao Liu, Keerthiram Murugesan, Songtao Lu, Pin-Yu Chen, Tianyi Chen, Meng Wang |
| 2024 | ICML | DistiLLM: Towards Streamlined Distillation for Large Language Models. | Jongwoo Ko, Sungnyun Kim, Tianyi Chen, Se-Young Yun |
| 2024 | ICML | Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF. | Han Shen, Zhuoran Yang, Tianyi Chen |
| 2024 | Interspeech | M2ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective Optimization. | A F M Saif, Lisha Chen, Xiaodong Cui, Songtao Lu, Brian Kingsbury, Tianyi Chen |
| 2024 | IROS | ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots. | 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 | QCE | One-Time Compilation of Device-Level Instructions for Quantum Subroutines. | Aniket S. Dalvi, Jacob Whitlow, Marissa D'Onofrio, Leon Riesebos, Tianyi Chen, Samuel Phiri, Kenneth R. Brown, Jonathan M. Baker |
| 2024 | SIGCSE | A Peer Grading Approach for Open-ended Programming Projects Based on Binary System and Swiss System. | Liang Zhang, Tianyi Chen, Yue Zong, Xiaopeng Gao |
| 2023 | AISTATS | Distributed Offline Policy Optimization Over Batch Data. | Han Shen, Songtao Lu, Xiaodong Cui, Tianyi Chen |
| 2023 | AISTATS | Alternating Projected SGD for Equality-constrained Bilevel Optimization. | Quan Xiao, Han Shen, Wotao Yin, Tianyi Chen |
| 2023 | CVPR | Exploring Intra-class Variation Factors with Learnable Cluster Prompts for Semi-supervised Image Synthesis. | Yunfei Zhang, Xiaoyang Huo, Tianyi Chen, Si Wu, Hau-San Wong |
| 2023 | FIE | Research to Practice of Blended Learning in Computer Programming Course. | Liang Zhang, Tianyi Chen, Yue Zong, Lijun Zhang |
| 2023 | FIE | A Peer Review Approach to Grading Projects in Computer Courses. | Liang Zhang, Yue Zong, Tianyi Chen, Yafeng Ma, Shuo An, Lijun Zhang |
| 2023 | ICASSP | A Nested Ensemble Method to Bilevel Machine Learning. | Lisha Chen, Momin Abbas, Tianyi Chen |
| 2023 | ICLR | OTOv2: Automatic, Generic, User-Friendly. | Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov |
| 2023 | ICLR | Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach. | Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen |
| 2023 | ICML | On Penalty-based Bilevel Gradient Descent Method. | Han Shen, Tianyi Chen |
| 2023 | ICML | LinSATNet: The Positive Linear Satisfiability Neural Networks. | Runzhong Wang, Yunhao Zhang, Ziao Guo, Tianyi Chen, Xiaokang Yang, Junchi Yan |
| 2023 | IJCAI | MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning. | Zhehua Zhong, Tianyi Chen, Zhen Wang |
| 2023 | KDD | Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity. | Atsushi Miyauchi, Tianyi Chen, Konstantinos Sotiropoulos, Charalampos E. Tsourakakis |
| 2023 | QCE | QisDAX: An Open Source Bridge from Qiskit to Trapped-Ion Quantum Devices. | Kaustubh Badrike, Aniket S. Dalvi, Filip Mazurek, Marissa D'Onofrio, Jacob Whitlow, Tianyi Chen, Samuel Phiri, Leon Riesebos, Kenneth R. Brown, Frank Mueller |
| 2022 | AISTATS | Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? | Lisha Chen, Tianyi Chen |
| 2022 | AISTATS | A Single-Timescale Method for Stochastic Bilevel Optimization. | Tianyi Chen, Yuejiao Sun, Quan Xiao, Wotao Yin |
| 2022 | CIS | Image-oriented ciphertext-policy attribute-based encryption system. | Tianyi Chen, Yu Liu, Xunjun Chen |
| 2022 | CVPR | SphericGAN: Semi-supervised Hyper-spherical Generative Adversarial Networks for Fine-grained Image Synthesis. | Tianyi Chen, Yunfei Zhang, Xiaoyang Huo, Si Wu, Yong Xu, Hau-San Wong |
| 2022 | HPCC | MISA-MD: A New Design of Molecular Dynamics Software for GPU Architecture. | Genshen Chu, Tianyi Chen, Dandan Chen, He Bai, Guannan Li, Shuai Ren, Yang Li |
| 2022 | ICASSP | Federated Multi-Armed Bandit Via Uncoordinated Exploration. | Zirui Yan, Quan Xiao, Tianyi Chen, Ali Tajer |
| 2022 | ICML | Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning. | Momin Abbas, Quan Xiao, Lisha Chen, Pin-Yu Chen, Tianyi Chen |
| 2022 | KDD | AntiBenford Subgraphs: Unsupervised Anomaly Detection in Financial Networks. | Tianyi Chen, Charalampos E. Tsourakakis |
| 2022 | QCE | Modular software for real-time quantum control systems. | 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 | SDM | Dense and well-connected subgraph detection in dual networks. | Tianyi Chen, Francesco Bonchi, David Garca-Soriano, Atsushi Miyauchi, Charalampos E. Tsourakakis |
| 2021 | AAAI | Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning. | Songtao Lu, Kaiqing Zhang, Tianyi Chen, Tamer Basar, Lior Horesh |
| 2021 | ACML | Hybrid Estimation for Open-Ended Questions with Early-Age Students' Block-Based Programming Answers. | Hao Wu, Tianyi Chen, Xianzhe Luo, Canghong Jin, Yun Zhang, Minghui Wu |
| 2021 | AISTATS | CADA: Communication-Adaptive Distributed Adam. | Tianyi Chen, Ziye Guo, Yuejiao Sun, Wotao Yin |
| 2021 | CVPR | SRKTDN: Applying Super Resolution Method to Dehazing Task. | Tianyi Chen, Jiahui Fu, Wentao Jiang, Chen Gao, Si Liu |
| 2021 | CVPR | Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis. | Yi Liu, Xiaoyang Huo, Tianyi Chen, Xiangping Zeng, Si Wu, Zhiwen Yu, Hau-San Wong |
| 2021 | ICASSP | An Optimal Stochastic Compositional Optimization Method with Applications to Meta Learning. | Yuejiao Sun, Tianyi Chen, Wotao Yin |
| 2021 | ICASSP | Byzantine-Resilient Decentralized TD Learning with Linear Function Approximation. | Zhaoxian Wu, Han Shen, Tianyi Chen, Qing Ling |
| 2021 | ICCV | Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation. | Tianyi Chen, Yi Liu, Yunfei Zhang, Si Wu, Yong Xu, Liangbing Feng, Hau-San Wong |
| 2021 | IJCAI | Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning. | Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen |
| 2020 | ACSSC | A Combinatorial Bandit Approach to UAV-aided Edge Computing. | Bochun Wu, Tianyi Chen, Xin Wang |
| 2020 | ICASSP | Resilient to Byzantine Attacks Finite-Sum Optimization Over Networks. | Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis |
| 2020 | ICONIP | A Deep Time Series Forecasting Method Integrated with Local-Context Sensitive Features. | Tianyi Chen, Canghong Jin, Tengran Dong, Dongkai Chen |
| 2019 | AAAI | RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets. | Liping Li, Wei Xu, Tianyi Chen, Georgios B. Giannakis, Qing Ling |
| 2019 | AISTATS | Bandit Online Learning with Unknown Delays. | Bingcong Li, Tianyi Chen, Georgios B. Giannakis |
| 2018 | ACSSC | Secure Edge Computing in IoT via Online Learning. | Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis |
| 2018 | AISTATS | Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments. | Yanning Shen, Tianyi Chen, Georgios B. Giannakis |
| 2018 | ICASSP | Harnessing Bandit Online Learning to Low-Latency Fog Computing. | Tianyi Chen, Georgios B. Giannakis |
| 2018 | ICASSP | Online Multi-Kernel Learning with Orthogonal Random Features. | Yanning Shen, Tianyi Chen, Georgios B. Giannakis |
| 2017 | ACSSC | Online learning for "thing-adaptive" Fog Computing in IoT. | Tianyi Chen, Yanning Shen, Qing Ling, Georgios B. Giannakis |
| 2017 | GLOBECOM | Distributed Stochastic Optimization of Network Function Virtualization. | Xiaojing Chen, Wei Ni, Tianyi Chen, Iain B. Collings, Xin Wang, Ren Ping Liu, Georgios B. Giannakis |
| 2016 | ACSSC | Space-time scheduling for green data center networks. | Tianyi Chen, Antonio G. Marqus, Georgios B. Giannakis |
| 2016 | GLOBECOM | Two-Scale Stochastic Control for Smart-Grid Powered Coordinated Multi-Point Systems. | Xiaojing Chen, Tianyi Chen, Xin Wang, Longbo Huang, Georgios B. Giannakis |
| 2016 | ICASSP | Stochastic online control for smart-grid powered MIMO downlink transmissions. | Xiaojing Chen, Tianyi Chen, Xin Wang, Georgios B. Giannakis |
| 2016 | ICASSP | Robust geographical load balancing for sustainable data centers. | Tianyi Chen, Yu Zhang, Xin Wang, Georgios B. Giannakis |
| 2016 | ISSRE | Frequent Subgraph Based Familial Classification of Android Malware. | Ming Fan, Jun Liu, Xiapu Luo, Kai Chen, Tianyi Chen, Zhenzhou Tian, Xiaodong Zhang, Qinghua Zheng, Ting Liu |
| 2015 | GLOBECOM | Optimal Dynamic Power Management for Green Coordinated Multipoint Systems. | Xin Wang, Tianyi Chen, Yu Zhang, Georgios B. Giannakis |
| 2014 | ICASSP | Optimal MIMO broadcasting over time-varying wireless channels for energy harvesting transmitter with non-ideal circuit power. | Zheng Nan, Tianyi Chen, Xin Wang |
| 2008 | ASSETS | Input to the mobile web is situationally-impaired. | Tianyi Chen |