CryptoBench: A Dynamic Benchmark for Expert-Level Evaluation of LLM Agents in Cryptocurrency. - Jiacheng Guo; Suozhi Huang; Zixin Yao; Yifan Zhang; Yifu Lu; Jiashuo Liu; Zihao Li; Nicholas Deng; Qixin Xiao; Jia Tian; Kanghong Zhan; Tianyi Li; et al. (CoRR, 2025)

GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators. - Jiacheng Guo; Ling Yang 006; Peter Chen; Qixin Xiao; Yinjie Wang; Xinzhe Juan; Jiahao Qiu; Ke Shen; Mengdi Wang 001 (CoRR, 2025)

CCAD: Compressed Global Feature Conditioned Anomaly Detection. - Xiao Jin; Liang Diao; Qixin Xiao; Yifan Hu; Ziqi Zhang; Yuchen Liu; Haisong Gu (CoRR, 2025)

MACD: Model-Aware Contrastive Decoding via Counterfactual Data. - Qixin Xiao (CoRR, 2026)

LongNav-R1: Horizon-Adaptive Multi-Turn RL for Long-Horizon VLA Navigation. - Yue Hu 011; Avery Xi; Qixin Xiao; Seth Isaacson; Henry X. Liu; Ram Vasudevan; Maani Ghaffari (CoRR, 2026)

LaWM: Least Action World Models for Long-Horizon Physical Consistency from Visual Observations. - Qixin Xiao; Maani Ghaffari (CoRR, 2026)