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2020 – today
- 2025
[c3]Shuo Tang, Xianghe Pang, Zexi Liu, Bohan Tang, Rui Ye, Tian Jin, Xiaowen Dong, Yanfeng Wang, Siheng Chen:
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation. ACL (1) 2025: 23306-23335- [i13]Menglan Chen, Xianghe Pang, Jingjing Dong, WenHao Wang, Yaxin Du, Siheng Chen:
VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization. CoRR abs/2504.12661 (2025) - [i12]Yaxin Du, Yuzhu Cai, Yifan Zhou, Cheng Wang, Yu Qian, Xianghe Pang, Qian Liu, Yue Hu, Siheng Chen:
SWE-Dev: Evaluating and Training Autonomous Feature-Driven Software Development. CoRR abs/2505.16975 (2025) - [i11]Rui Ye, Keduan Huang, Qimin Wu, Yuzhu Cai, Tian Jin, Xianghe Pang, Xiangrui Liu, Jiaqi Su, Chen Qian, Bohan Tang, Kaiqu Liang, Jiaao Chen, Yue Hu, Zhenfei Yin, Rongye Shi, Bo An, Yang Gao, Wenjun Wu, Lei Bai, Siheng Chen:
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems. CoRR abs/2505.16988 (2025) - [i10]Rui Ye, Xiangrui Liu, Qimin Wu, Xianghe Pang, Zhenfei Yin, Lei Bai, Siheng Chen:
X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs. CoRR abs/2505.16997 (2025) - [i9]Xianghe Pang, Shuo Tang, Rui Ye, Yuwen Du, Yaxin Du, Siheng Chen:
BrowseMaster: Towards Scalable Web Browsing via Tool-Augmented Programmatic Agent Pair. CoRR abs/2508.09129 (2025) - [i8]Yaxin Du, Yuanshuo Zhang, Xiyuan Yang, Yifan Zhou, Cheng Wang, Gongyi Zou, Xianghe Pang, Wenhao Wang, Menglan Chen, Shuo Tang, Zhiyu Li, Feiyu Xiong, Siheng Chen:
InfoMosaic-Bench: Evaluating Multi-Source Information Seeking in Tool-Augmented Agents. CoRR abs/2510.02271 (2025) - [i7]Wenhao Wang, Peizhi Niu, Zhao Xu, Zhaoyu Chen, Jian Du, Yaxin Du, Xianghe Pang, Keduan Huang, Yanfeng Wang, Qiang Yan, Siheng Chen:
MCP-Flow: Facilitating LLM Agents to Master Real-World, Diverse and Scaling MCP Tools. CoRR abs/2510.24284 (2025) - 2024
- [c2]Xianghe Pang, Shuo Tang, Rui Ye, Yuxin Xiong, Bolun Zhang, Yanfeng Wang, Siheng Chen:
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation. ICML 2024 - [c1]Yangheng Zhao, Zhen Xiang, Sheng Yin, Xianghe Pang, Yanfeng Wang, Siheng Chen:
MADE: Malicious Agent Detection for Robust Multi-Agent Collaborative Perception. IROS 2024: 13817-13823 - [i6]Yue Hu, Xianghe Pang, Xiaoqi Qin, Yonina C. Eldar, Siheng Chen, Ping Zhang, Wenjun Zhang:
Pragmatic Communication in Multi-Agent Collaborative Perception. CoRR abs/2401.12694 (2024) - [i5]Xianghe Pang, Shuo Tang, Rui Ye, Yuxin Xiong, Bolun Zhang, Yanfeng Wang, Siheng Chen:
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation. CoRR abs/2402.05699 (2024) - [i4]Shuo Tang, Xianghe Pang, Zexi Liu, Bohan Tang, Rui Ye, Xiaowen Dong, Yanfeng Wang, Siheng Chen:
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation. CoRR abs/2410.14251 (2024) - [i3]Rui Ye, Xianghe Pang, Jingyi Chai, Jiaao Chen, Zhenfei Yin, Zhen Xiang, Xiaowen Dong, Jing Shao, Siheng Chen:
Are We There Yet? Revealing the Risks of Utilizing Large Language Models in Scholarly Peer Review. CoRR abs/2412.01708 (2024) - [i2]Sheng Yin, Xianghe Pang, Yuanzhuo Ding, Menglan Chen, Yutong Bi, Yichen Xiong, Wenhao Huang, Zhen Xiang, Jing Shao, Siheng Chen:
SafeAgentBench: A Benchmark for Safe Task Planning of Embodied LLM Agents. CoRR abs/2412.13178 (2024) - 2023
- [i1]Yangheng Zhao, Zhen Xiang, Sheng Yin, Xianghe Pang, Siheng Chen, Yanfeng Wang:
Malicious Agent Detection for Robust Multi-Agent Collaborative Perception. CoRR abs/2310.11901 (2023)
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