Hu, Lanxiang

8 publications

ICLR 2026 Lmgame-Bench: How Good Are LLMs at Playing Games? Lanxiang Hu, Mingjia Huo, Yuxuan Zhang, Haoyang Yu, Eric P. Xing, Ion Stoica, Tajana Rosing, Haojian Jin, Hao Zhang

ICLR 2026 Stronger-MAS: Multi-Agent Reinforcement Learning for Collaborative LLMs Yujie Zhao, Lanxiang Hu, Yang Wang, Minmin Hou, Hao Zhang, Ke Ding, Jishen Zhao

ICLR 2025 GameArena: Evaluating LLM Reasoning Through Live Computer Games Lanxiang Hu, Qiyu Li, Anze Xie, Nan Jiang, Ion Stoica, Haojian Jin, Hao Zhang

ICLRW 2025 ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Format Restriction, and Column Exploration Minghang Deng, Ashwin Ramachandran, Canwen Xu, Lanxiang Hu, Zhewei Yao, Anupam Datta, Hao Zhang

ICLR 2025 Scaling Long Context Training Data by Long-Distance Referrals Yonghao Zhuang, Lanxiang Hu, Longfei Yun, Souvik Kundu, Zhengzhong Liu, Eric P. Xing, Hao Zhang

ICML 2024 CLLMs: Consistency Large Language Models Siqi Kou, Lanxiang Hu, Zhezhi He, Zhijie Deng, Hao Zhang

ICML 2024 Online Speculative Decoding Xiaoxuan Liu, Lanxiang Hu, Peter Bailis, Alvin Cheung, Zhijie Deng, Ion Stoica, Hao Zhang

ICMLW 2024 TinyAgent: Quantization-Aware Model Compression and Adaptation for On-Device LLM Agent Deployment Jason Kong, Lanxiang Hu, Flavio Ponzina, Tajana Rosing