| 2025 | CHI | Expression-in-action and Expression-on-action: A Systematic Review of Mediums for Expression in Mental Health. | Tian Xu, Sid Cook, Bryan C. Semaan, Stephen Voida |
| 2025 | ICLR | Preserving Diversity in Supervised Fine-Tuning of Large Language Models. | Ziniu Li, Congliang Chen, Tian Xu, Zeyu Qin, Jiancong Xiao, Zhi-Quan Luo, Ruoyu Sun |
| 2025 | ICML | Improving Reward Model Generalization from Adversarial Process Enhanced Preferences. | Zhilong Zhang, Tian Xu, Xinghao Du, Xingchen Cao, Yihao Sun, Yang Yu |
| 2025 | ICRA | Collaborative Motion Planning for Multi-Manipulator Systems Through Reinforcement Learning and Dynamic Movement Primitives. | Siddharth Singh, Tian Xu, Qing Chang |
| 2025 | MICCAI | Endoscopic Depth-of-Field Expansion via Cascaded Network with Two-Streamed Multi-scale Fusion. | Xiang Deng, Xing Liu, Tian Xu, Xiaoyue Liu, Tianyuan Gan, Chen Lu, Congcong Zhou, Peng Wang, Yong Lei, Xuesong Ye |
| 2024 | CHI | "Obviously, Nothing's Gonna Happen in Five Minutes": How Adolescents and Young Adults Infrastructure Resources to Learn Type 1 Diabetes Management. | Tian Xu, Emily Jost, Laurel H. Messer, Paul F. Cook, Gregory P. Forlenza, Sriram Sankaranarayanan, Casey Fiesler, Stephen Voida |
| 2024 | ICANN | HFDA-Net: Utilizing High-Frequency Feature and Dual-Attention to Enhance Image Manipulation Detection and Localization. | Chengeng Liu, Xu Chen, Tian Xu, Xiangyang Jia |
| 2024 | ICLR | Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning. | Chengxing Jia, Chenxiao Gao, Hao Yin, Fuxiang Zhang, Xiong-Hui Chen, Tian Xu, Lei Yuan, Zongzhang Zhang, Zhi-Hua Zhou, Yang Yu |
| 2024 | ICLR | When is RL better than DPO in RLHF? A Representation and Optimization Perspective. | Ziniu Li, Tian Xu, Yang Yu |
| 2024 | ICLR | Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning. | Fan-Ming Luo, Tian Xu, Xingchen Cao, Yang Yu |
| 2024 | ICML | Limited Preference Aided Imitation Learning from Imperfect Demonstrations. | Xingchen Cao, Fan-Ming Luo, Junyin Ye, Tian Xu, Zhilong Zhang, Yang Yu |
| 2024 | ICML | ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models. | Ziniu Li, Tian Xu, Yushun Zhang, Zhihang Lin, Yang Yu, Ruoyu Sun, Zhi-Quan Luo |
| 2023 | CHI | Examining Gender-oriented Design Features in Computational Toys and Kits for Young Children. | Jingyao Cen, Tian Xu, Junnan Yu |
| 2023 | UAI | Provably Efficient Adversarial Imitation Learning with Unknown Transitions. | Tian Xu, Ziniu Li, Yang Yu, Zhi-Quan Luo |
| 2022 | CHI | Reflection in Theory and Reflection in Practice: An Exploration of the Gaps in Reflection Support among Personal Informatics Apps. | Janghee Cho, Tian Xu, Abigail Zimmermann-Niefield, Stephen Voida |
| 2020 | ECCV | Investigating Bias and Fairness in Facial Expression Recognition. | Tian Xu, Jennifer White, Sinan Kalkan, Hatice Gunes |
| 2019 | ICTAI | Feature Space Regularization for Person Re-identification with One Sample. | Tian Xu, Jiangli Li, Hao Wu, Huafeng Yang, Xiaoming Gu, Yanqiu Chen |
| 2018 | CVPR | Using Psychophysical Methods to Understand Mechanisms of Face Identification in a Deep Neural Network. | Tian Xu, Oliver G. B. Garrod, H. Steven Scholte, Robin A. A. Ince, Philippe G. Schyns |
| 2017 | FUSION | Single-image blind deblurring with hybrid sparsity regularization. | Ryan Wen Liu, Yan Li, Yi Liu, Jinming Duan, Tian Xu, Jingxian Liu |
| 2016 | CogSci | Quantifying Joint Activities using Cross-Recurrence Block Representation. | Tian Xu, Chen Yu |
| 2015 | IVCNZ | Guided filtering based pyramidical stereo matching for unrectified images. | Tian Xu, Paul Cockshott |
| 2015 | SMC | Constrained Nonconvex Hybrid Variational Model for Edge-Preserving Image Restoration. | Ryan Wen Liu, Di Wu, Chuan-Sheng Wu, Tian Xu, Naixue Xiong |
| 2014 | HPCC | Acceleration of Stereo-Matching on Multi-core CPU and GPU. | Tian Xu, W. Paul Cockshott, Susanne Oehler |
| 2014 | IJCNN | Learning to interact and interacting to learn: Active statistical learning in human-robot interaction. | Chen Yu, Tian Xu, Yiwen Zhong, Seth B. Foster, Hui Zhang |