On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts. - Qineng Wang; Zihao Wang 001; Ying Su; Yangqiu Song (CoRR, 2023)

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? - Qineng Wang; Zihao Wang 001; Ying Su; Hanghang Tong; Yangqiu Song (ACL (1), 2024)

Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making. - Manling Li; Shiyu Zhao; Qineng Wang; Kangrui Wang; Yu Zhou; Sanjana Srivastava; Cem Gokmen; Tony Lee; Li Erran Li; Ruohan Zhang; Weiyu Liu; Percy Liang; et al. (NeurIPS, 2024)

Lens: A Foundation Model for Network Traffic in Cybersecurity. - Qineng Wang; Chen Qian; Xiaochang Li; Ziyu Yao 002; Huajie Shao (CoRR, 2024)

NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models. - Chen Qian; Xiaochang Li; Qineng Wang; Gang Zhou; Huajie Shao (CoRR, 2024)

Enhanced High-Frequency Spatial Feature Networks for Hyperspectral Images Classification. - Sunjinyan Ding; Kaifei He; Qineng Wang; Wenfei Zhang (IEEE Geosci. Remote. Sens. Lett., 2025)

EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents. - Rui Yang 010; Hanyang Chen; Junyu Zhang; Mark Zhao; Cheng Qian 008; Kangrui Wang; Qineng Wang; Teja Venkat Koripella; Marziyeh Movahedi; Manling Li; Heng Ji 001; Huan Zhang 001; et al. (CoRR, 2025)

RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning. - Zihan Wang 008; Kangrui Wang; Qineng Wang; Pingyue Zhang; Linjie Li; Zhengyuan Yang; Xing Jin; Kefan Yu; Minh Nhat Nguyen; Licheng Liu; Eli Gottlieb; Yiping Lu; et al. (CoRR, 2025)

Spatial Mental Modeling from Limited Views. - Baiqiao Yin; Qineng Wang; Pingyue Zhang; Jianshu Zhang; Kangrui Wang; Zihan Wang 008; Jieyu Zhang 001; Keshigeyan Chandrasegaran; Han Liu; Ranjay Krishna; Saining Xie; Manling Li; et al. (CoRR, 2025)