Haochen Huang

PhD Student (2026)

Peking University

兴趣爱好
  • Efficient AI
教育经历

  • B.S. in Applied Physics, 2026

    Peking University

Publications

Renjie Wei, Haochen Huang, Chuyu Qiu, Jinqi Wen, Dehao Xu, 李萌 (2026). MatMoE: Matryoshka Mixture-of-Experts with Dynamic Mixed-Precision Quantization for Efficient Inference. In International Conference on Computer-Aided Design (ICCAD) 2026.

Shengxuan Qiu, Haochen Huang, Shuzhang Zhong, Pengfei Zuo, 李萌 (2026). HyPER: Bridging Exploration and Exploitation for Scalable LLM Reasoning with Hypothesis Path Expansion and Reduction. In International Conference on Machine Learning (ICML) 2026.

论文

Shuzhang Zhong, Haochen Huang, Shengxuan Qiu, Pengfei Zuo, Runsheng Wang, 李萌 (2026). Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative Exploration. In USENIX Symposium on Operating Systems Design and Implementation (OSDI) 2026.

论文

Haochen Huang, Shuzhang Zhong, Zhe Zhang, Shuangchen Li, Dimin Niu, Hongzhong Zheng, Runsheng Wang, 李萌 (2025). HD-MoE: Hybrid and Dynamic Parallelism for Mixture-of-Expert LLMs with 3D Near-Memory Processing. In International Conference on Computer-Aided Design (ICCAD) 2025.

论文