| 2026 | ACL | Graph-GRPO: Stabilizing Multi-Agent Topology Learning via Group Relative Policy Optimization. | Yueyang Cang, Xiaoteng Zhang, Erlu Zhao, Zehua Ji, Yuhang Liu, Yuchen He, Zhiyuan Ning, Chen Yijun, Wenge Que, Li Shi |
| 2026 | CHI | Making Multimodal LLMs Reliable Chart Data Extractors: A Benchmark and Training Framework. | Yuchen He, Peizhi Ying, Liqi Cheng, Kuilin Peng, Yuan Tian, Dazhen Deng, Yingcai Wu |
| 2025 | CHI | ProTAL: A Drag-and-Link Video Programming Framework for Temporal Action Localization. | Yuchen He, Jianbing Lv, Liqi Cheng, Lingyu Meng, Dazhen Deng, Yingcai Wu |
| 2025 | COLT | On the query complexity of sampling from non-log-concave distributions (extended abstract). | Yuchen He, Chihao Zhang |
| 2025 | SIGIR | A Flexible User Study Platform for Generative Information Retrieval. | Yidong Liang, Zhijing Wu, Yuchen He, Fengming Liang, Kexin Liu, Jiaxin Mao |
| 2025 | VR | Cost-effective Tangible Rehearsal Interface for Microsurgical Clipping of Intracranial Aneurysm. | Wei Cao, Zhengyang Li, Yuchen He, Zehua Liu, Meng Zhang, Jianping Lv, Weixin Si |
| 2025 | SODA | Understanding Memory-Regret Trade-Off for Streaming Stochastic Multi-Armed Bandits. | Yuchen He, Zichun Ye, Chihao Zhang |
| 2025 | UIST | VisMimic: Integrating Motion Chain in Feedback Video Generation for Motor Coaching. | Liqi Cheng, Xiao Xie, Yiwei Peng, Minghao Feng, Yuchen He, Anqi Cao, Yihong Wu, Hui Zhang, Yingcai Wu |
| 2024 | AAAI | ViSTec: Video Modeling for Sports Technique Recognition and Tactical Analysis. | Yuchen He, Zeqing Yuan, Yihong Wu, Liqi Cheng, Dazhen Deng, Yingcai Wu |
| 2024 | FAW | On the Problem of Best Arm Retention. | Houshuang Chen, Yuchen He, Chihao Zhang |
| 2024 | ICML | On Interpolating Experts and Multi-Armed Bandits. | Houshuang Chen, Yuchen He, Chihao Zhang |
| 2023 | ICIP | Viva: a Variational Image Vectorization Algorithm on Dual-Primal Graph Pairs. | Yuchen He, Sung Ha Kang, Jean-Michel Morel |
| 2023 | RecSys | Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning. | Ruiyang Xu, Jalaj Bhandari, Dmytro Korenkevych, Fan Liu, Yuchen He, Alex Nikulkov, Zheqing Zhu |
| 2023 | WWW | NASRec: Weight Sharing Neural Architecture Search for Recommender Systems. | Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen |
| 2022 | ICIP | Vectorizing Images of Any Size. | Yuchen He, Sung Ha Kang, Jean-Michel Morel |
| 2022 | ICRA | Learning Friction Model for Magnet-Actuated Tethered Capsule Robot. | Yi Wang, Yuyang Tu, Yuchen He, Xutian Deng, Ziwei Lei, Jianwei Zhang, Miao Li |
| 2021 | ICIP | Accurate Silhouette Vectorization by Affine Scale-Space. | Yuchen He, Sung Ha Kang, Jean-Michel Morel |
| 2021 | PACLIC | Multi-tasking Dialogue Comprehension with Discourse Parsing. | Yuchen He, Zhuosheng Zhang, Hai Zhao |
| 2018 | CSCWD | Opportunistic Networks Routing Algorithm Based on the Uncertain Social Relationship. | Gang Xu, Zhendong Xu, Yuchen He, Jiantao Zhou, Ying Guo, Xiaodong Guo |
| 2013 | RoboCup | The 2012 UT Austin Villa Code Release. | Samuel Barrett, Katie Long Genter, Yuchen He, Todd Hester, Piyush Khandelwal, Jacob Menashe, Peter Stone |
| 2012 | RoboCup | UT Austin Villa 2012: Standard Platform League World Champions. | Samuel Barrett, Katie Long Genter, Yuchen He, Todd Hester, Piyush Khandelwal, Jacob Menashe, Peter Stone |