Bayesian Deep Collaborative Matrix Factorization. - Teng Xiao; Shangsong Liang; Weizhou Shen; Zaiqiao Meng (AAAI, 2019)

Relational Graph Attention Network for Aspect-based Sentiment Analysis. - Kai Wang; Weizhou Shen; Yunyi Yang; Xiaojun Quan; Rui Wang 005 (ACL, 2020)

Constituency Lattice Encoding for Aspect Term Extraction. - Yunyi Yang; Kun Li 003; Xiaojun Quan; Weizhou Shen; Qinliang Su (COLING, 2020)

DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition. - Weizhou Shen; Junqing Chen; Xiaojun Quan; Zhixian Xie (AAAI, 2021)

Directed Acyclic Graph Network for Conversational Emotion Recognition. - Weizhou Shen; Siyue Wu; Yunyi Yang; Xiaojun Quan (ACL/IJCNLP (1), 2021)

Joint Generator-Ranker Learning for Natural Language Generation. - Weizhou Shen; Yeyun Gong; Yelong Shen; Song Wang 012; Xiaojun Quan; Nan Duan; Weizhu Chen (ACL (Findings), 2023)

Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog. - Fanqi Wan; Weizhou Shen; Ke Yang; Xiaojun Quan; Wei Bi (ACL (1), 2023)

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models. - Chenliang Li; He Chen; Ming Yan 008; Weizhou Shen; Haiyang Xu 001; Zhikai Wu; Zhicheng Zhang; Wenmeng Zhou; Yingda Chen; Chen Cheng; Hongzhu Shi; Ji Zhang 011; et al. (EMNLP (Demos), 2023)

Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System. - Weizhou Shen; Yingqi Gao; Canbin Huang; Fanqi Wan; Xiaojun Quan; Wei Bi (EMNLP, 2023)

Generic Dependency Modeling for Multi-Party Conversation. - Weizhou Shen; Xiaojun Quan; Ke Yang (ICASSP, 2023)

ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models. - Chenliang Li; Hehong Chen; Ming Yan 008; Weizhou Shen; Haiyang Xu 001; Zhikai Wu; Zhicheng Zhang; Wenmeng Zhou; Yingda Chen; Chen Cheng; Hongzhu Shi; Ji Zhang 011; et al. (CoRR, 2023)

SocialBench: Sociality Evaluation of Role-Playing Conversational Agents. - Hongzhan Chen; Hehong Chen; Ming Yan 008; Wenshen Xu; Gao Xing; Weizhou Shen; Xiaojun Quan; Chenliang Li; Ji Zhang 011; Fei Huang 002 (ACL (Findings), 2024)

Small LLMs Are Weak Tool Learners: A Multi-LLM Agent. - Weizhou Shen; Chenliang Li; Hongzhan Chen; Ming Yan 008; Xiaojun Quan; Hehong Chen; Ji Zhang 011; Fei Huang 002 (EMNLP, 2024)

Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration. - Junyang Wang 001; Haiyang Xu 001; Haitao Jia; Xi Zhang; Ming Yan 008; Weizhou Shen; Ji Zhang 011; Fei Huang 002; Jitao Sang (NeurIPS, 2024)

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception. - Junyang Wang 001; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Weizhou Shen; Ji Zhang 011; Fei Huang 002; Jitao Sang (CoRR, 2024)

RoleInteract: Evaluating the Social Interaction of Role-Playing Agents. - Hongzhan Chen; Hehong Chen; Ming Yan 008; Wenshen Xu; Xing Gao; Weizhou Shen; Xiaojun Quan; Chenliang Li; Ji Zhang 011; Fei Huang 002; Jingren Zhou 001 (CoRR, 2024)

Multi-Party Conversation Modeling for Emotion Recognition. - Xiaojun Quan; Siyue Wu; Junqing Chen; Weizhou Shen; Jianxing Yu (IEEE Trans. Affect. Comput., 2024)

Mutual-Taught for Co-adapting Policy and Reward Models. - Tianyuan Shi; Canbin Huang; Fanqi Wan; Longguang Zhong; Ziyi Yang; Weizhou Shen; Xiaojun Quan; Ming Yan 008 (ACL (1), 2025)

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization. - Huashan Sun; Shengyi Liao; Yansen Han; Yu Bai; Yang Gao; Cheng Fu 003; Weizhou Shen; Fanqi Wan; Ming Yan 008; Ji Zhang 011; Fei Huang 002 (CoRR, 2025)

QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning. - Fanqi Wan; Weizhou Shen; Shengyi Liao; Yingcheng Shi; Chenliang Li; Ziyi Yang; Ji Zhang 011; Fei Huang 002; Jingren Zhou 001; Ming Yan 008 (CoRR, 2025)

QwenLong-CPRS: Towards ∞-LLMs with Dynamic Context Optimization. - Weizhou Shen; Chenliang Li; Fanqi Wan; Shengyi Liao; Shaopeng Lai; Bo Zhang 071; Yingcheng Shi; Yuning Wu 001; Gang Fu; Zhansheng Li; Bin Yang; Ji Zhang 011; et al. (CoRR, 2025)

MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding. - Fuwen Luo; Shengfeng Lou; Chi Chen 005; Ziyue Wang 002; Chenliang Li; Weizhou Shen; Jiyue Guo; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2025)

Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning. - Xuanyu Lei; Chenliang Li; Yuning Wu 001; Kaiming Liu; Weizhou Shen; Peng Li 030; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2025)

WebSailor: Navigating Super-human Reasoning for Web Agent. - Kuan Li; Zhongwang Zhang; Huifeng Yin; Liwen Zhang; Litu Ou; Jialong Wu 007; Wenbiao Yin; Baixuan Li; Zhengwei Tao; Xinyu Wang 013; Weizhou Shen; Junkai Zhang; et al. (CoRR, 2025)