Shuzhang Zhong

PhD Student (2023)

Peking University

兴趣爱好
  • Efficient AI
教育经历

  • B.S. in Computer Science And Technology, 2023

    Beihang University

Publications

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

Weikai Xu, 李萌, Shuzhang Zhong, Tianyang Luo, Dongxue Zhao, Ling Liang, Zongwei Wang, Qianqian Huang, Yimao Cai, Ru Huang (2026). NASiC: 3D NAND-based CAM-Selected Multibit CIM Architecture for Efficient On-Device Mixture-of-Experts LLM Inference. In Design Automation Conference (DAC) 2026.

论文

Zizhuo Fu, Xiaotian Guo, Wenxuan Zeng, Shuzhang Zhong, Yadong Zhang, Peiyu Chen, Runsheng Wang, Le Ye, 李萌 (2025). H2EAL: Hybrid-Bonding Architecture with Hybrid Sparse Attention for Efficient Long-Context LLM Inference. In International Conference on Computer-Aided Design (ICCAD) 2025.

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

Shuzhang Zhong, Yanfan Sun, Ling Liang, Runsheng Wang, Ru Huang, 李萌 (2025). HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference. In Design Automation Conference (DAC) 2025.

论文 项目 演示文稿

Linye Wei, Shuzhang Zhong, Songqiang Xu, Runsheng Wang, Ru Huang, 李萌 (2025). SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding. In Design Automation Conference (DAC) 2025.

论文 演示文稿

Shuzhang Zhong, Ling Liang, Yuan Wang, Runsheng Wang, Ru Huang, 李萌 (2024). AdapMoE: Adaptive Sensitivity-based Expert Gating and Management for Efficient MoE Inference. In International Conference on Computer-Aided Design (ICCAD) 2024.

论文

Tianshi Xu, Shuzhang Zhong, Wenxuan Zeng, Runsheng Wang, 李萌 (2024). PrivQuant: Communication-Efficient Private Inference with Quantized Network/Protocol Co-Optimization. In International Conference on Computer-Aided Design (ICCAD) 2024.

论文

Shuzhang Zhong, Zebin Yang, Ruihao Gong, Runsheng Wang, Ru Huang, 李萌 (2024). ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decoding. In International Conference on Computer-Aided Design (ICCAD) 2024.

论文

Shuzhang Zhong, 李萌, Yun (Eric) Liang, Runsheng Wang, Ru Huang (2023). Memory-aware Scheduling for Complex Wired Networks with Iterative Graph Optimization. In ACM/IEEE International Conference on Computer Aided Design (ICCAD) 2023.

论文