Name | Research |
---|---|
Hangyu Yang (PhD student to start from Spring 2026) | Offloading for LLMs |
Guang Huang (PhD student to start from Fall 2025) | KV cache optimization |
Fan Zhang (PhD student to start from Fall 2025) | LLM inference optimization |
Guoli Wu (PhD student from Spring 2025) | LLM inference optimization |
Haichao Fang (RBM MPhil student from Fall 2024) | LLMs for health applications |
Chengxi Liao (PhD student since Fall 2024) | Long context LLM inference |
Tong Yuan (PhD student since Fall 2024) | Speculative Decoding System |
Ruijia Yang (PhD student since Fall 2024) | Efficient LLM training |
Rui Zhang (PhD student since Fall 2024) | Accelerating kernel machine training |
Zeyuan Lin (Visiting MPhil student from Fall 2024) | Kernels for CNNs |
Xinhao Huang (PhD student from Spring 2024) | Model decomposition |
Jihang Li (PhD student since Fall 2023) | Learning operator acceleration with GPUs |
Minping Chen (PhD student since Fall 2023) | Efficient fine-tuning for LLMs |
Yuebin Xu (PhD student since Fall 2023) | Hyper-parameter optimization (HPO) for LLMs |
Xuemei Peng (PhD student since Spring 2023) | Efficient LLM serving |
Yile Chen (Visiting PhD student since 2022) | Hyper-parameter optimization (HPO) |
Hanfeng Liu (PhD student since Fall 2022) | Parallel GBDT training |
Name | Employment | Research |
---|---|---|
Youliang Huang (Master at HKUST-GZ, 2023-25) | PhD at Boston University | Efficient fine-tuning for LLMs |
Jiyuan Shi (Master at HKUST-GZ, 2023-25) | ML Engineer at WeChat, Tencent | LLM compression |
Tong Yuan (Master at HKUST-GZ, 2022-24) | PhD at HKUST-GZ | Structure learning efficiency optimization |
Yawen Chen (PhD at SCUT, 2020-24) | Lecturer at Henan University | Kernel machine optimization and their applications |
Jiantong Jiang (PhD at UWA, 2021-24) | Postdoc at Melbourne University | Graphical model efficiency optimization |