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2020 – today
- 2026
[c2]Xiaobo Liang, Wanfu Wang, Qipeng Huang, Yuyang Ding, Zecheng Tang, Yixin Ji, Qianben Chen, Zhe Zhao, Kehai Chen, Juntao Li, Min Zhang:
DUAL RM: Beyond Rule-based Preference Reward Modeling via Meta-Reward. ACL (1) 2026: 37281-37296- [i12]Yi Yao, He Zhu, Piaohong Wang, Jincheng Ren, Xinlong Yang, Qianben Chen, Xiaowan Li, Dingfeng Shi, Jiaxian Li, Qiexiang Wang, Sinuo Wang, Xinpeng Liu, Jiaqi Wu, Minghao Liu, Wangchunshu Zhou:
O-Researcher: An Open Ended Deep Research Model via Multi-Agent Distillation and Agentic RL. CoRR abs/2601.03743 (2026) - [i11]Qianben Chen, Tianrui Qin, King Zhu, Qiexiang Wang, Chengjun Yu, Shu Xu, Jiaqi Wu, Jiayu Zhang, Xinpeng Liu, Xin Gui, Jingyi Cao, Piaohong Wang, Dingfeng Shi, He Zhu, Tiannan Wang, Yuqing Wang, Maojia Song, Tianyu Zheng, Ge Zhang, Jian Yang, Jiaheng Liu, Minghao Liu, Yuchen Eleanor Jiang, Wangchunshu Zhou:
Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization. CoRR abs/2602.22675 (2026) - [i10]Jiamin Chen, Qianben Chen, Jiawen Zhang, Yidi Wu, Yuchen Li, Xiaokun Zhang, Wangchunshu Zhou, Chen Ma:
DirectorBench: Diagnosing Long-Form Video Generation with Personalized Multi-Agent Evaluation. CoRR abs/2605.30090 (2026) - [i9]Jiamin Chen, Yidi Wu, Qiexiang Wang, Qianben Chen, Yuchen Li, Yansen Zhang, Xiaokun Zhang, Wangchunshu Zhou, Chen Ma:
SEAL: Can Saturated Benchmarks Be Revived by LLM-as-a-Meta-Judge? CoRR abs/2605.30104 (2026) - 2025
- [i8]Dingfeng Shi, Jingyi Cao, Qianben Chen, Weichen Sun, Weizhen Li, Hongxuan Lu, Fangchen Dong, Tianrui Qin, King Zhu, Minghao Liu, Jian Yang, Ge Zhang, Jiaheng Liu, Changwang Zhang, Jun Wang, Yuchen Eleanor Jiang, Wangchunshu Zhou:
TaskCraft: Automated Generation of Agentic Tasks. CoRR abs/2506.10055 (2025) - [i7]Weizhen Li, Jianbo Lin, Zhuosong Jiang, Jingyi Cao, Xinpeng Liu, Jiayu Zhang, Zhenqiang Huang, Qianben Chen, Weichen Sun, Qiexiang Wang, Hongxuan Lu, Tianrui Qin, Chenghao Zhu, Yi Yao, Shuying Fan, Xiaowan Li, Tiannan Wang, Pai Liu, King Zhu, He Zhu, Dingfeng Shi, Piaohong Wang, Yeyi Guan, Xiangru Tang, Minghao Liu, Yuchen Eleanor Jiang, Jian Yang, Jiaheng Liu, Ge Zhang, Wangchunshu Zhou:
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL. CoRR abs/2508.13167 (2025) - [i6]Tianrui Qin, Qianben Chen, Sinuo Wang, He Xing, King Zhu, He Zhu, Dingfeng Shi, Xinxin Liu, Ge Zhang, Jiaheng Liu, Yuchen Eleanor Jiang, Xitong Gao, Wangchunshu Zhou:
Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution. CoRR abs/2509.25301 (2025) - [i5]Xin Gui, King Zhu, JinCheng Ren, Qianben Chen, Zekun Moore Wang, Yizhi Li, Xinpeng Liu, Xiaowan Li, Wenli Ren, Linyu Miao, Tianrui Qin, Ziqi Shu, He Zhu, Xiangru Tang, Dingfeng Shi, Jiaheng Liu, Yuchen Eleanor Jiang, Minghao Liu, Ge Zhang, Wangchunshu Zhou:
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems. CoRR abs/2510.11652 (2025) - [i4]Qianben Chen, Jingyi Cao, Jiayu Zhang, Tianrui Qin, Xiaowan Li, King Zhu, Dingfeng Shi, He Zhu, Minghao Liu, Xiaobo Liang, Xin Gui, Ge Zhang, Jian Yang, Yuchen Eleanor Jiang, Wangchunshu Zhou:
A2FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning. CoRR abs/2510.12838 (2025) - [i3]Piaohong Wang, Motong Tian, Jiaxian Li, Yuan Liang, Yuqing Wang, Qianben Chen, Tiannan Wang, Zhicong Lu, Jiawei Ma, Yuchen Eleanor Jiang, Wangchunshu Zhou:
O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents. CoRR abs/2511.13593 (2025) - [i2]Dingling Zhang, He Zhu, JinCheng Ren, Kangqi Song, Xinran Zhou, Boyu Feng, Shudong Liu, Jiabin Luo, Weihao Xie, Zhaohui Wang, Tianrui Qin, King Zhu, Yuqing Wang, Qianben Chen, Yuchen Eleanor Jiang, Wei Wang, Jiaheng Liu, Wangchunshu Zhou:
How Far Are We from Genuinely Useful Deep Research Agents? CoRR abs/2512.01948 (2025) - 2024
- [c1]Junfan Chen
, Richong Zhang, Yaowei Zheng, Qianben Chen, Chunming Hu, Yongyi Mao:
DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification. WWW 2024: 4362-4371 - 2022
- [j1]Richong Zhang, Qianben Chen, Yaowei Zheng, Samuel Mensah, Yongyi Mao:
Aspect-Level Sentiment Analysis via a Syntax-Based Neural Network. IEEE ACM Trans. Audio Speech Lang. Process. 30: 2568-2583 (2022) - [i1]Qianben Chen, Richong Zhang, Yaowei Zheng, Yongyi Mao:
Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation. CoRR abs/2201.08702 (2022)
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