| 2026 | AAAI | L2V-CoT: Cross-Modal Transfer of Chain-of-Thought Reasoning via Latent Intervention. | Yu-Liang Zhan, Xinyu Tang, Han Wan, Jian Li, Jirong Wen, Hao Sun |
| 2026 | ACL | Rethinking Sample Polarity in Reinforcement Learning with Verifiable Rewards. | Xinyu Tang, Yuliang Zhan, Zhixun Li, Xin Zhao, Zhenduo Zhang, Zujie Wen, Zhiqiang Zhang, Jun Zhou |
| 2025 | AAAI | Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers. | Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao, Siyuan Lu, Yaliang Li, Ji-Rong Wen |
| 2025 | ACL | Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering. | Xinyu Tang, Xiaolei Wang, Zhihao Lv, Yingqian Min, Xin Zhao, Binbin Hu, Ziqi Liu, Zhiqiang Zhang |
| 2025 | EMNLP | Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices. | Congzheng Song, Xinyu Tang |
| 2025 | ICLR | Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning. | Xiaolei Wang, Xinyu Tang, Junyi Li, Xin Zhao, Ji-Rong Wen |
| 2025 | ICLR | Privacy Auditing of Large Language Models. | Ashwinee Panda, Xinyu Tang, Christopher A. Choquette-Choo, Milad Nasr, Prateek Mittal |
| 2025 | MICCAI | T2I-Diff: fMRI Signal Generation via Time-Frequency Image Transform and Classifier-Free Denoising Diffusion Models. | Hwa Hui Tew, Junn Yong Loo, Yee-Fan Tan, Xinyu Tang, Hernando Ombao, Fuad Noman, Raphal C.-W. Phan, Chee-Ming Ting |
| 2025 | NAACL | DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning. | Xinyu Tang, Xiaolei Wang, Xin Zhao, Ji-Rong Wen |
| 2024 | ICLR | Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation. | Xinyu Tang, Richard Shin, Huseyin A. Inan, Andre Manoel, Fatemehsadat Mireshghallah, Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, Robert Sim |
| 2024 | ICML | A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization. | Ashwinee Panda, Xinyu Tang, Saeed Mahloujifar, Vikash Sehwag, Prateek Mittal |
| 2024 | SMC | FedBChain: A Blockchain-Enabled Federated Learning Framework for Improving DeepConvLSTM with Comparative Strategy Insights. | Gaoxuan Li, Chern Hong Lim, Qiyao Ma, Xinyu Tang, Hwa Hui Tew, Fan Ding, Xuewen Luo |
| 2023 | EMNLP | Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models. | Xiaolei Wang, Xinyu Tang, Xin Zhao, Jingyuan Wang, Ji-Rong Wen |
| 2023 | GLOBECOM | Price of Stability in Quality-Aware Federated Learning. | Yizhou Yan, Xinyu Tang, Chao Huang, Ming Tang |
| 2023 | ICML | Effectively Using Public Data in Privacy Preserving Machine Learning. | Milad Nasr, Saeed Mahloujifar, Xinyu Tang, Prateek Mittal, Amir Houmansadr |
| 2023 | KDD | Improving Conversational Recommendation Systems via Counterfactual Data Simulation. | Xiaolei Wang, Kun Zhou, Xinyu Tang, Wayne Xin Zhao, Fan Pan, Zhao Cao, Ji-Rong Wen |
| 2023 | QRS | ChatGPT vs. Stack Overflow: An Exploratory Comparison of Programming Assistance Tools. | Jinrun Liu, Xinyu Tang, Linlin Li, Panpan Chen, Yepang Liu |
| 2022 | ICIS | Hearth: A Game Supporting Non-Intrusive and Concurrent Tracking of Player Emotion and Mouse Usage. | Shan Jiang, Xinyu Tang |
| 2021 | IJCNN | Research on Inversion Algorithm of the Power Transmission Corridor Information Based on Radar Ranging. | Qin Deng, Mu Lin, Zhongcai Qiu, Xinyu Tang, Zhipeng Zhou, Kun Yang |
| 2019 | ICCV | Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning. | Lifeng Fan, Wenguan Wang, Song-Chun Zhu, Xinyu Tang, Siyuan Huang |
| 2018 | TrustCom | An Efficient Distributed Approach on High Dimensional Data Similarity Searchable Encryption. | Cheng Guo, Xinyu Tang, Yuanfang Chen, Pengxu Tian, Md. Zakirul Alam Bhuiyan |
| 2010 | PDCAT | The Generation of Attack Signatures Based on Virtual Honeypots. | Xinyu Tang |
| 2008 | WAFR | Planning with Reachable Distances. | Xinyu Tang, Shawna L. Thomas, Nancy M. Amato |
| 2007 | ICRA | Planning with Reachable Distances: Fast Enforcement of Closure Constraints. | Xinyu Tang, Shawna L. Thomas, Nancy M. Amato |
| 2007 | ICRA | Biasing Samplers to Improve Motion Planning Performance. | Shawna L. Thomas, Marco Morales, Xinyu Tang, Nancy M. Amato |
| 2007 | ISMB | Kinetics analysis methods for approximate folding landscapes. | Lydia Tapia, Xinyu Tang, Shawna L. Thomas, Nancy M. Amato |
| 2007 | RECOMB | Tools for Simulating and Analyzing RNA Folding Kinetics. | Xinyu Tang, Shawna L. Thomas, Lydia Tapia, Nancy M. Amato |
| 2006 | ICRA | An Obstacle-based Rapidly-exploring Random Tree. | Samuel Rodrguez, Xinyu Tang, Jyh-Ming Lien, Nancy M. Amato |
| 2006 | RECOMB | Simulating Protein Motions with Rigidity Analysis. | Shawna L. Thomas, Xinyu Tang, Lydia Tapia, Nancy M. Amato |
| 2004 | RECOMB | Using motion planning to study RNA folding kinetics. | Xinyu Tang, Bonnie Kirkpatrick, Shawna L. Thomas, Guang Song, Nancy M. Amato |
| 2001 | CSCWD | A Visual Part Library - GS-PM. | Min Tang, Xinyu Tang, Jinxiang Dong |