Publication EgoMemory: Memory-Augmented Personalized Retrieval for Long-Context Egocentric Video Yuanmin Tang, Jue Zhang, Xiaoting Qin, Jing Yu, Meikang Qiu, Gaopeng Gou, Gang Xiong, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang, Qi Wu ACL’26 findings
Publication Beyond State Consistency: Behavior Consistency in Text-Based World Models Youling Huang, Guanqiao Chen, Junchi Yao, Lu Wang, Fangkai Yang, Chao Du, ChenZhuo Zhao, Pu Zhao, , Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang EMNLP’26 main
Publication WebXSkill: Skill Learning for Autonomous Web Agents Zhaoyang Wang, Qianhui Wu, Xuchao Zhang, Chaoyun Zhang, Wenlin Yao, Fazle Elahi Faisal, Baolin Peng, Si Qin, Suman Nath, , Qingwei Lin 林庆维 EMNLP’26 Findings
Publication DUET: Joint Exploration of User–Item Profiles in Recommendation System Yue Chen, Yifei Sun, Lu Wang, Fangkai Yang, Pu Zhao, Minjie Hong, Yifei Dong, Minghua He, Nan Hu, Jianjin Zhang, Zhiwei Dai, Yuefeng Zhan, Weihao Han, Hao Sun, Qingwei Lin 林庆维, Weiwei Deng, Feng Sun, Qi Zhang, Saravan Rajmohan, Dongmei Zhang ACL’26 findings
Publication RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning Mingrui Wu, Lu Wang, Pu Zhao, Fangkai Yang, Jianjin Zhang, Jianfeng Liu, Yuefeng Zhan, Weihao Han, Hao Sun, Jiayi Ji, Xiaoshuai Sun, Qingwei Lin 林庆维, Weiwei Deng, Dongmei Zhang, Feng Sun, Qi Zhang, Rongrong Ji ICLR’26
Publication DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems Ming Ma, Jue Zhang, Fangkai Yang, Yu Kang, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang ICLR’26
Publication AdaptFlow: Adaptive Workflow Optimization via Meta-Learning Runchuan Zhu, Bowen Jiang, Lingrui Mei, Fangkai Yang, Lu Wang, Haoxiang Gao, Fengshuo Bai, Pu Zhao, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang EMNLP’25 findings
Publication From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models Jue Zhang, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang EMNLP’25
Publication SWE-bench Goes Live! Linghao Zhang, Shilin He, Chaoyun Zhang, Yu Kang, Bowen Li, Chengxing Xie, Junhao Wang, Maoquan Wang, Yufan Huang, Shengyu Fu, Elsie Nallipogu, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang NeurIPS’25
Publication GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents Qianhui Wu, Kanzhi Cheng, Rui Yang, Chaoyun Zhang, Jianwei Yang, Huiqiang Jiang, Jian Mu, Baolin Peng, Bo Qiao, Reuben Tan, Si Qin, Lars Liden, Qingwei Lin 林庆维, Huan Zhang, Tong Zhang, Jianbing Zhang, Dongmei Zhang, Jianfeng Gao NeurIPS’25