Dimin Niu | JC STEM FACT Lab @ HKUST https://fact-lab.hkust.edu.hk/authors/dimin-niu/ Dimin Niu HugoBlox Kit (https://hugoblox.com)en-usFri, 19 Sep 2025 00:00:00 +0000 Matrix: Multi-Cipher Structures Dataflow for Parallel and Pipelined TFHE Accelerator https://fact-lab.hkust.edu.hk/publications/journal-article/2025/liang-2025-matrix/ Fri, 19 Sep 2025 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2025/liang-2025-matrix/ H2-LLM: Hardware-Dataflow Co-Exploration for Heterogeneous Hybrid-Bonding-based Low-Batch LLM Inference https://fact-lab.hkust.edu.hk/publications/conference-paper/2025/li-2025-h-2/ Sat, 21 Jun 2025 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/conference-paper/2025/li-2025-h-2/ A Tightly Coupled AI-ISP Vision Processor https://fact-lab.hkust.edu.hk/publications/journal-article/2024/zhang-2024-tightly/ Mon, 01 Jan 2024 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2024/zhang-2024-tightly/ Salus: A Practical Trusted Execution Environment for CPU-FPGA Heterogeneous Cloud Platforms https://fact-lab.hkust.edu.hk/publications/conference-paper/2024/zou-2024-salus/ Mon, 01 Jan 2024 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/conference-paper/2024/zou-2024-salus/ Accelerating distributed GNN training by codes https://fact-lab.hkust.edu.hk/publications/journal-article/2023/wang-2023-accelerating/ Sun, 01 Jan 2023 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2023/wang-2023-accelerating/ Mnsim 2.0: A behavior-level modeling tool for processing-in-memory architectures https://fact-lab.hkust.edu.hk/publications/journal-article/2023/zhu-2023-mnsim/ Sun, 01 Jan 2023 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2023/zhu-2023-mnsim/ 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/ Predicting the output structure of sparse matrix multiplication with sampled compression ratio https://fact-lab.hkust.edu.hk/publications/conference-paper/2023/du-2023-predicting/ Sun, 01 Jan 2023 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/conference-paper/2023/du-2023-predicting/ Spada: Accelerating sparse matrix multiplication with adaptive dataflow https://fact-lab.hkust.edu.hk/publications/conference-paper/2023/li-2023-spada/ Sun, 01 Jan 2023 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/conference-paper/2023/li-2023-spada/ Tt-gnn: Efficient on-chip graph neural network training via embedding reformation and hardware optimization https://fact-lab.hkust.edu.hk/publications/conference-paper/2023/qu-2023-tt/ Sun, 01 Jan 2023 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/conference-paper/2023/qu-2023-tt/ OpSparse: a highly optimized framework for sparse general matrix multiplication on GPUs https://fact-lab.hkust.edu.hk/publications/journal-article/2022/du-2022-opsparse/ Sat, 01 Jan 2022 00:00:00 +0000 https://fact-lab.hkust.edu.hk/publications/journal-article/2022/du-2022-opsparse/