Malicious Agent Detection for Robust Multi-Agent Collaborative Perception. - Yangheng Zhao; Zhen Xiang; Sheng Yin; Xianghe Pang; Siheng Chen; Yanfeng Wang 001 (CoRR, 2023)

Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation. - Xianghe Pang; Shuo Tang; Rui Ye 001; Yuxin Xiong; Bolun Zhang; Yanfeng Wang 001; Siheng Chen (ICML, 2024)

MADE: Malicious Agent Detection for Robust Multi-Agent Collaborative Perception. - Yangheng Zhao; Zhen Xiang; Sheng Yin; Xianghe Pang; Yanfeng Wang 001; Siheng Chen (IROS, 2024)

Pragmatic Communication in Multi-Agent Collaborative Perception. - Yue Hu; Xianghe Pang; Xiaoqi Qin; Yonina C. Eldar; Siheng Chen; Ping Zhang 003; Wenjun Zhang 001 (CoRR, 2024)

Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation. - Shuo Tang; Xianghe Pang; Zexi Liu; Bohan Tang; Rui Ye 001; Xiaowen Dong 001; Yanfeng Wang 001; Siheng Chen (CoRR, 2024)

Are We There Yet? Revealing the Risks of Utilizing Large Language Models in Scholarly Peer Review. - Rui Ye 001; Xianghe Pang; Jingyi Chai; Jiaao Chen; Zhenfei Yin; Zhen Xiang; Xiaowen Dong 001; Jing Shao; Siheng Chen (CoRR, 2024)

SafeAgentBench: A Benchmark for Safe Task Planning of Embodied LLM Agents. - Sheng Yin; Xianghe Pang; Yuanzhuo Ding; Menglan Chen; Yutong Bi; Yichen Xiong; Wenhao Huang; Zhen Xiang; Jing Shao; Siheng Chen (CoRR, 2024)

Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation. - Shuo Tang; Xianghe Pang; Zexi Liu; Bohan Tang; Rui Ye 001; Tian Jin; Xiaowen Dong 001; Yanfeng Wang 001; Siheng Chen (ACL (1), 2025)

VLMGuard-R1: Proactive Safety Alignment for VLMs via Reasoning-Driven Prompt Optimization. - Menglan Chen; Xianghe Pang; Jingjing Dong; WenHao Wang; Yaxin Du; Siheng Chen (CoRR, 2025)

SWE-Dev: Evaluating and Training Autonomous Feature-Driven Software Development. - Yaxin Du; Yuzhu Cai; Yifan Zhou; Cheng Wang; Yu Qian; Xianghe Pang; Qian Liu; Yue Hu; Siheng Chen (CoRR, 2025)

MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems. - Rui Ye 001; Keduan Huang; Qimin Wu; Yuzhu Cai; Tian Jin; Xianghe Pang; Xiangrui Liu; Jiaqi Su; Chen Qian; Bohan Tang; Kaiqu Liang; Jiaao Chen; et al. (CoRR, 2025)

X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs. - Rui Ye 001; Xiangrui Liu; Qimin Wu; Xianghe Pang; Zhenfei Yin; Lei Bai 001; Siheng Chen (CoRR, 2025)

BrowseMaster: Towards Scalable Web Browsing via Tool-Augmented Programmatic Agent Pair. - Xianghe Pang; Shuo Tang; Rui Ye 001; Yuwen Du; Yaxin Du; Siheng Chen (CoRR, 2025)