Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models. - Haoyang Li 002; Xuejia Chen; Zhanchao Xu; Darian Li; Nicole Hu; Fei Teng; Yiming Li; Luyu Qiu; Chen Jason Zhang; Qing Li 001; Lei Chen 002 (ACL (Findings), 2025)

A Survey on Large Language Model Acceleration based on KV Cache Management. - Haoyang Li 002; Yiming Li; Anxin Tian; Tianhao Tang; Zhanchao Xu; Xuejia Chen; Nicole Hu; Wei Dong; Qing Li 001; Lei Chen 002 (Trans. Mach. Learn. Res., 2025)

LoopServe: An Adaptive Dual-phase LLM Inference Acceleration System for Multi-Turn Dialogues. - Haoyang Li 002; Zhanchao Xu; Yiming Li; Xuejia Chen; Darian Li; Anxin Tian; Qingfa Xiao; Cheng Deng; Jun Wang 012; Qing Li 001; Lei Chen 002; Mingxuan Yuan (CoRR, 2025)