| 2026 | AAAI | Zero-Shot Open-Vocabulary Human Motion Grounding with Test-Time Training. | Yunjiao Zhou, Xinyan Chen, Junlang Qian, Lihua Xie, Jianfei Yang |
| 2025 | ICLR | X-Fi: A Modality-Invariant Foundation Model for Multimodal Human Sensing. | Xinyan Chen, Jianfei Yang |
| 2025 | ICML | MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency. | Dongzhi Jiang, Renrui Zhang, Ziyu Guo, Yanwei Li, Yu Qi, Xinyan Chen, Liuhui Wang, Jianhan Jin, Claire Guo, Shen Yan, Bo Zhang, Chaoyou Fu, Peng Gao, Hongsheng Li |
| 2025 | TrustCom | TGF-JA4: LLM-Aware Multi-Feature Temporal Graph For Malware Detection Under Concept Drift. | Xinyan Chen, Yu Wang, Peishuai Sun, He Wang, Yuqing Zhang |
| 2024 | EMNLP | Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Training. | Xinyan Chen, Jiaxin Ge, Tianjun Zhang, Jiaming Liu, Shanghang Zhang |
| 2024 | ICLR | MixSATGEN: Learning Graph Mixing for SAT Instance Generation. | Xinyan Chen, Yang Li, Runzhong Wang, Junchi Yan |
| 2023 | IGARSS | Automatic Reconstruction of 3-D Building Model from Airborne Tomosar Point Clouds. | Xinpeng Chen, Xichao Dong, Zhiyang Chen, Xinyan Chen, Cheng Hu, Xingzhe Zhao |
| 2023 | KDD | HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline. | Yang Li, Xinyan Chen, Wenxuan Guo, Xijun Li, Wanqian Luo, Junhua Huang, Hui-Ling Zhen, Mingxuan Yuan, Junchi Yan |
| 2022 | IGARSS | S-Band Spaceborne SAR Interferometric Coherence Analysis: A Study Case in Peth, Australia. | Yuanhao Li, Xinyan Chen, Zhiyang Chen, Cheng Hu |