Yufei Ding | JC STEM FACT Lab @ HKUST https://fact-lab.hkust.edu.hk/authors/yufei-ding/ Yufei Ding 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/ Push Multicast: A Speculative and Coherent Interconnect for Mitigating Manycore CPU Communication Bottleneck https://fact-lab.hkust.edu.hk/publications/conference-paper/2025/huang-2025-push/ Wed, 01 Jan 2025 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/conference-paper/2025/huang-2025-push/ Evt: Accelerating deep learning training with epilogue visitor tree https://fact-lab.hkust.edu.hk/publications/conference-paper/2024/chen-2024-evt/ Mon, 01 Jan 2024 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/conference-paper/2024/chen-2024-evt/ Large-scale self-normalizing neural networks https://fact-lab.hkust.edu.hk/publications/journal-article/2024/chen-2024-large/ Mon, 01 Jan 2024 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2024/chen-2024-large/ 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/ Dynamic n: M fine-grained structured sparse attention mechanism https://fact-lab.hkust.edu.hk/publications/conference-paper/2023/chen-2023-dynamic/ Sun, 01 Jan 2023 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/conference-paper/2023/chen-2023-dynamic/ Ecssd: Hardware/data layout co-designed in-storage-computing architecture for extreme classification https://fact-lab.hkust.edu.hk/publications/conference-paper/2023/li-2023-ecssd/ Sun, 01 Jan 2023 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/conference-paper/2023/li-2023-ecssd/ MPU: Memory-centric SIMT processor via in-DRAM near-bank computing https://fact-lab.hkust.edu.hk/publications/journal-article/2023/xie-2023-mpu/ Sun, 01 Jan 2023 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2023/xie-2023-mpu/ 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/ Spg: Structure-private graph database via squeezepir https://fact-lab.hkust.edu.hk/publications/journal-article/2023/liang-2023-spg/ Sun, 01 Jan 2023 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2023/liang-2023-spg/ Autocomm: A framework for enabling efficient communication in distributed quantum programs https://fact-lab.hkust.edu.hk/publications/conference-paper/2022/wu-2022-autocomm/ Sat, 01 Jan 2022 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/conference-paper/2022/wu-2022-autocomm/ Dynamic sparse attention for scalable transformer acceleration https://fact-lab.hkust.edu.hk/publications/journal-article/2022/liu-2022-dynamic/ Sat, 01 Jan 2022 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2022/liu-2022-dynamic/ ReDCIM: Reconfigurable digital computing-in-memory processor with unified FP/INT pipeline for cloud AI acceleration https://fact-lab.hkust.edu.hk/publications/journal-article/2022/tu-2022-redcim/ Sat, 01 Jan 2022 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2022/tu-2022-redcim/ TranCIM: Full-digital bitline-transpose CIM-based sparse transformer accelerator with pipeline/parallel reconfigurable modes https://fact-lab.hkust.edu.hk/publications/journal-article/2022/tu-2022-trancim/ Sat, 01 Jan 2022 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2022/tu-2022-trancim/