Guyue Huang | JC STEM FACT Lab @ HKUST https://fact-lab.hkust.edu.hk/authors/guyue-huang/ Guyue Huang HugoBlox Kit (https://hugoblox.com)en-usSat, 21 Jun 2025 00:00:00 +0000 TRACI: Network Acceleration of Input-Dynamic Communication for Large-Scale Deep Learning Recommendation Model https://fact-lab.hkust.edu.hk/publications/conference-paper/2025/huang-2025-traci/ Sat, 21 Jun 2025 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/conference-paper/2025/huang-2025-traci/ Enabling efficient sparse multiplications on GPUs with heuristic adaptability https://fact-lab.hkust.edu.hk/publications/journal-article/2024/xu-2024-enabling/ Mon, 01 Jan 2024 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2024/xu-2024-enabling/ Alcop: Automatic load-compute pipelining in deep learning compiler for ai-gpus https://fact-lab.hkust.edu.hk/publications/journal-article/2023/huang-2023-alcop/ Sun, 01 Jan 2023 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2023/huang-2023-alcop/ Rm-stc: Row-merge dataflow inspired gpu sparse tensor core for energy-efficient sparse acceleration https://fact-lab.hkust.edu.hk/publications/conference-paper/2023/huang-2023-rm/ Sun, 01 Jan 2023 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/conference-paper/2023/huang-2023-rm/