论文与出版物 Contrastive Attribution in the Wild: An Interpretability Analysis of LLM Failures on Realistic Benchmarks Rongyuan Tan, Jue Zhang, Zhuozhao Li, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang EMNLP’26 main
论文与出版物 GUI-360° : A Comprehensive Dataset and Benchmark for Desktop Productivity Computer-Using Agents Jian Mu, Chaoyun Zhang, Chiming Ni, Lu Wang, Bo Qiao, Kartik Mathur, Qianhui Wu, Yuhang Xie, Xiaojun Ma, Mengyu Zhou, Si Qin, Liqun Li, Yu Kang, Minghua Ma, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang EMNLP’26 main
论文与出版物 LUPE: Long-History User Profile Evolution for LLM-based Recommendation Yifei Sun, Lu Wang, Fangkai Yang, Pu Zhao, Liqun Li, Mingzheng Li, Jianjin Zhang, Jimeng Sun, Zhiwei Dai, Nan Hu, Zhengxin Zeng, Yuefeng Zhan, Weihao Han, Hao Sun, Qingwei Lin 林庆维, Saravan Rajmohan, Weiwei Deng, Feng Sun, Qi Zhang, Dongmei Zhang EMNLP’26 Findings
论文与出版物 VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model Mengzhuo Chen, Jiani zheng, Lu Wang, Fangkai Yang, Chaoyun Zhang, Lingrui Mei, Wenjie Yin, Qingwei Lin 林庆维, Dongmei Zhang, Saravan Rajmohan TMLR’26
论文与出版物 Cloud Intelligence / AIOps 2.0: Knowledge‑Anchored Agentic AIOps Dongmei Zhang, Qingwei Lin 林庆维, Si Qin, Liqun Li, Lianbin Chi, Dawei Song, Biao Cheng, Chaoyun Zhang, Yingnong Dang, Samia Khalid, Saravan Rajmohan, Sitaram Lanka FSE’26 Workshop (DISE)
论文与出版物 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
论文与出版物 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
论文与出版物 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
论文与出版物 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
论文与出版物 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