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Journal Articles
- 2024
[j1]Xiaojun Quan
, Siyue Wu, Junqing Chen, Weizhou Shen, Jianxing Yu:
Multi-Party Conversation Modeling for Emotion Recognition. IEEE Trans. Affect. Comput. 15(3): 751-768 (2024)
Conference and Workshop Papers
- 2025
- [c14]Tianyuan Shi, Canbin Huang, Fanqi Wan, Longguang Zhong, Ziyi Yang, Weizhou Shen, Xiaojun Quan, Ming Yan:
Mutual-Taught for Co-adapting Policy and Reward Models. ACL (1) 2025: 16285-16298 - 2024
- [c13]Hongzhan Chen, Hehong Chen, Ming Yan, Wenshen Xu, Gao Xing, Weizhou Shen, Xiaojun Quan, Chenliang Li, Ji Zhang, Fei Huang:
SocialBench: Sociality Evaluation of Role-Playing Conversational Agents. ACL (Findings) 2024: 2108-2126 - [c12]Weizhou Shen, Chenliang Li, Hongzhan Chen, Ming Yan, Xiaojun Quan, Hehong Chen, Ji Zhang, Fei Huang:
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent. EMNLP 2024: 16658-16680 - [c11]Junyang Wang, Haiyang Xu, Haitao Jia, Xi Zhang, Ming Yan, Weizhou Shen, Ji Zhang, Fei Huang, Jitao Sang:
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration. NeurIPS 2024 - 2023
- [c10]Weizhou Shen, Yeyun Gong, Yelong Shen, Song Wang, Xiaojun Quan, Nan Duan, Weizhu Chen:
Joint Generator-Ranker Learning for Natural Language Generation. ACL (Findings) 2023: 7681-7699 - [c9]Fanqi Wan, Weizhou Shen, Ke Yang, Xiaojun Quan, Wei Bi:
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog. ACL (1) 2023: 11196-11210 - [c8]Chenliang Li, He Chen, Ming Yan, Weizhou Shen, Haiyang Xu, Zhikai Wu, Zhicheng Zhang, Wenmeng Zhou, Yingda Chen, Chen Cheng, Hongzhu Shi, Ji Zhang, Fei Huang, Jingren Zhou:
ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models. EMNLP (Demos) 2023: 566-578 - [c7]Weizhou Shen, Yingqi Gao, Canbin Huang, Fanqi Wan, Xiaojun Quan, Wei Bi:
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System. EMNLP 2023: 8261-8275 - [c6]Weizhou Shen, Xiaojun Quan, Ke Yang:
Generic Dependency Modeling for Multi-Party Conversation. ICASSP 2023: 1-5 - 2021
- [c5]Weizhou Shen, Junqing Chen, Xiaojun Quan, Zhixian Xie:
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition. AAAI 2021: 13789-13797 - [c4]Weizhou Shen, Siyue Wu, Yunyi Yang, Xiaojun Quan:
Directed Acyclic Graph Network for Conversational Emotion Recognition. ACL/IJCNLP (1) 2021: 1551-1560 - 2020
- [c3]Kai Wang, Weizhou Shen, Yunyi Yang, Xiaojun Quan, Rui Wang:
Relational Graph Attention Network for Aspect-based Sentiment Analysis. ACL 2020: 3229-3238 - [c2]Yunyi Yang, Kun Li, Xiaojun Quan, Weizhou Shen, Qinliang Su:
Constituency Lattice Encoding for Aspect Term Extraction. COLING 2020: 844-855 - 2019
- [c1]Teng Xiao, Shangsong Liang, Weizhou Shen, Zaiqiao Meng:
Bayesian Deep Collaborative Matrix Factorization. AAAI 2019: 5474-5481
Informal and Other Publications
- 2025
- [i21]Huashan Sun, Shengyi Liao, Yansen Han, Yu Bai, Yang Gao, Cheng Fu, Weizhou Shen, Fanqi Wan, Ming Yan, Ji Zhang, Fei Huang:
SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization. CoRR abs/2505.11166 (2025) - [i20]Fanqi Wan, Weizhou Shen, Shengyi Liao, Yingcheng Shi, Chenliang Li, Ziyi Yang, Ji Zhang, Fei Huang, Jingren Zhou, Ming Yan:
QwenLong-L1: Towards Long-Context Large Reasoning Models with Reinforcement Learning. CoRR abs/2505.17667 (2025) - [i19]Weizhou Shen, Chenliang Li, Fanqi Wan, Shengyi Liao, Shaopeng Lai, Bo Zhang, Yingcheng Shi, Yuning Wu, Gang Fu, Zhansheng Li, Bin Yang, Ji Zhang, Fei Huang, Jingren Zhou, Ming Yan:
QwenLong-CPRS: Towards ∞-LLMs with Dynamic Context Optimization. CoRR abs/2505.18092 (2025) - [i18]Fuwen Luo, Shengfeng Lou, Chi Chen, Ziyue Wang, Chenliang Li, Weizhou Shen, Jiyue Guo, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu:
MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding. CoRR abs/2505.20715 (2025) - [i17]Xuanyu Lei, Chenliang Li, Yuning Wu, Kaiming Liu, Weizhou Shen, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu:
Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning. CoRR abs/2506.05760 (2025) - [i16]Tianyuan Shi, Canbin Huang, Fanqi Wan, Longguang Zhong, Ziyi Yang, Weizhou Shen, Xiaojun Quan, Ming Yan:
Mutual-Taught for Co-adapting Policy and Reward Models. CoRR abs/2506.06292 (2025) - [i15]Kuan Li, Zhongwang Zhang, Huifeng Yin, Liwen Zhang, Litu Ou, Jialong Wu, Wenbiao Yin, Baixuan Li, Zhengwei Tao, Xinyu Wang, Weizhou Shen, Junkai Zhang, Dingchu Zhang, Xixi Wu, Yong Jiang, Ming Yan, Pengjun Xie, Fei Huang, Jingren Zhou:
WebSailor: Navigating Super-human Reasoning for Web Agent. CoRR abs/2507.02592 (2025) - [i14]Ziyi Yang, Weizhou Shen, Ruijun Chen, Chenliang Li, Fanqi Wan, Ming Yan, Xiaojun Quan, Fei Huang:
SPELL: Self-Play Reinforcement Learning for evolving Long-Context Language Models. CoRR abs/2509.23863 (2025) - [i13]Haiquan Zhao, Chenhan Yuan, Fei Huang, Xiaomeng Hu, Yichang Zhang, An Yang, Bowen Yu, Dayiheng Liu, Jingren Zhou, Junyang Lin, Baosong Yang, Chen Cheng, Jialong Tang, Jiandong Jiang, Jianwei Zhang, Jijie Xu, Ming Yan, Minmin Sun, Pei Zhang, Pengjun Xie, Qiaoyu Tang, Qin Zhu, Rong Zhang, Shibin Wu, Shuo Zhang, Tao He, Tianyi Tang, Tingyu Xia, Wei Liao, Weizhou Shen, Wenbiao Yin, Wenmeng Zhou, Wenyuan Yu, Xiaobin Wang, Xiaodong Deng, Xiaodong Xu, Xinyu Zhang, Yang Liu, Yeqiu Li, Yi Zhang, Yong Jiang, Yu Wan, Yuxin Zhou:
Qwen3Guard Technical Report. CoRR abs/2510.14276 (2025) - 2024
- [i12]Weizhou Shen, Chenliang Li, Hongzhan Chen, Ming Yan, Xiaojun Quan, Hehong Chen, Ji Zhang, Fei Huang:
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent. CoRR abs/2401.07324 (2024) - [i11]Junyang Wang, Haiyang Xu, Jiabo Ye, Ming Yan, Weizhou Shen, Ji Zhang, Fei Huang, Jitao Sang:
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception. CoRR abs/2401.16158 (2024) - [i10]Hongzhan Chen, Hehong Chen, Ming Yan, Wenshen Xu, Xing Gao, Weizhou Shen, Xiaojun Quan, Chenliang Li, Ji Zhang, Fei Huang, Jingren Zhou:
RoleInteract: Evaluating the Social Interaction of Role-Playing Agents. CoRR abs/2403.13679 (2024) - [i9]Junyang Wang, Haiyang Xu, Haitao Jia, Xi Zhang, Ming Yan, Weizhou Shen, Ji Zhang, Fei Huang, Jitao Sang:
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration. CoRR abs/2406.01014 (2024) - 2023
- [i8]Weizhou Shen, Xiaojun Quan, Ke Yang:
Generic Dependency Modeling for Multi-Party Conversation. CoRR abs/2302.10680 (2023) - [i7]Fanqi Wan, Weizhou Shen, Ke Yang, Xiaojun Quan, Wei Bi:
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog. CoRR abs/2305.10149 (2023) - [i6]Chenliang Li, Hehong Chen, Ming Yan, Weizhou Shen, Haiyang Xu, Zhikai Wu, Zhicheng Zhang, Wenmeng Zhou, Yingda Chen, Chen Cheng, Hongzhu Shi, Ji Zhang, Fei Huang, Jingren Zhou:
ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models. CoRR abs/2309.00986 (2023) - [i5]Weizhou Shen, Yingqi Gao, Canbin Huang, Fanqi Wan, Xiaojun Quan, Wei Bi:
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System. CoRR abs/2310.08877 (2023) - 2022
- [i4]Weizhou Shen, Yeyun Gong, Yelong Shen, Song Wang, Xiaojun Quan, Nan Duan, Weizhu Chen:
Joint Generator-Ranker Learning for Natural Language Generation. CoRR abs/2206.13974 (2022) - 2021
- [i3]Weizhou Shen, Siyue Wu, Yunyi Yang, Xiaojun Quan:
Directed Acyclic Graph Network for Conversational Emotion Recognition. CoRR abs/2105.12907 (2021) - 2020
- [i2]Kai Wang, Weizhou Shen, Yunyi Yang, Xiaojun Quan, Rui Wang:
Relational Graph Attention Network for Aspect-based Sentiment Analysis. CoRR abs/2004.12362 (2020) - [i1]Weizhou Shen, Junqing Chen, Xiaojun Quan, Zhixian Xie:
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition. CoRR abs/2012.08695 (2020)
Coauthor Index
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