HS
Hayden Kwok-Hay So
cs.ARcs.CVcs.LGAlgorithmscs.AIcs.CLcs.DCDeep Learningquantitative phase imagingSingle-Cell Analysis
On Valency
published · living versionsW_hdppw2w5·v1 · currentpublished
TriTD: Tri-Partite Trajectory-Distribution Distillation for Real-Time Autoregressive Video Generation
with Jia Li, Xurui Peng, Haowei Zhu, Tianyu Zhao +5
1 version
Preprints & journals
41 papers in the corpus · 2015–2026TriTD: Tri-Partite Trajectory-Distribution Distillation for Real-Time Autoregressive Video Generation2610.26165v1 · Jia Li, Xurui Peng, Haowei Zhu et al.2026 · 0 citationsarXivon Valency
Lifecycle Cost-Effectiveness Modeling for Redundancy-Enhanced Multi-Chiplet Architectures2601.18159v1 · Zizhen Liu, Fangzhiyi Wang, Mengdi Wang et al.2026 · 1 citationarXiv
Fully Integrated Memristive Spiking Neural Network with Analog Neurons for High-Speed Event-Based Data Processing2509.04960v1 · Zhu Wang, Song Wang, Zhiyuan Du et al.2025 · 3 citationsarXiv
CeyeHao: AI-driven microfluidic flow programming with hierarchically assembled obstacles and receptive field-augmented neural network.40737418 · Yang, Zhenyu, Jiang, Zhongning, Lin, Haisong et al.2025 · 7 citationsScience advances. 2025;11(31):eadx2826
GuiLoMo: Allocating Expert Number and Rank for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors2506.14646v2 · Hengyuan Zhang, Xinrong Chen, Yingmin Qiu et al.2025 · 0 citationsarXiv
SeerAttention-R: Sparse Attention Adaptation for Long Reasoning2506.08889v1 · Yizhao Gao, Shuming Guo, Shijie Cao et al.2025 · 0 citationsarXiv
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review2506.07642v3 · Yuan Chang, Ziyue Li, Hengyuan Zhang et al.2025 · 2 citationsarXiv
Random resistive memory-based deep extreme point learning machine for unified visual processing.39843465 · Wang, Shaocong, Gao, Yizhao, Li, Yi et al.2025 · 11 citationsNature communications. 2025;16(1):960
TATAA: Programmable Mixed-Precision Transformer Acceleration with a Transformable Arithmetic Architecture2411.03697v1 · Jiajun Wu, Mo Song, Jingmin Zhao et al.2024 · 8 citationsarXiv
Co-designing a Sub-millisecond Latency Event-based Eye Tracking System with Submanifold Sparse CNN2404.14279v1 · Baoheng Zhang, Yizhao Gao, Jingyuan Li et al.2024 · 14 citationsarXiv
Event-Based Eye Tracking. AIS 2024 Challenge Survey2404.11770v1 · Zuowen Wang, Chang Gao, Zongwei Wu et al.2024 · 30 citationsarXiv
A Composable Dynamic Sparse Dataflow Architecture for Efficient Event-based Vision Processing on FPGA2401.05626v1 · Yizhao Gao, Baoheng Zhang, Yuhao Ding et al.2024 · 16 citationsarXiv
SpikeMOT: Event-based Multi-Object Tracking with Sparse Motion Features2309.16987v1 · Song Wang, Zhu Wang, Can Li et al.2023 · 9 citationsarXiv
DyBit: Dynamic Bit-Precision Numbers for Efficient Quantized Neural Network Inference2302.12510v1 · Jiajun Zhou, Jiajun Wu, Yizhao Gao et al.2023 · 14 citationsarXiv
Low-Latency In Situ Image Analytics With FPGA-Based Quantized Convolutional Neural Network.33434136 · Wang, Maolin, Lee, Kelvin C M, Chung, Bob M F et al.2022 · 30 citationsIEEE transactions on neural networks and learning systems. 2022;33(7):2853-2866
Lens-free motion analysis via neuromorphic laser speckle imaging.35209366 · Ge, Zhou, Zhang, Pei, Gao, Yizhao et al.2022 · 27 citationsOptics express. 2022;30(2):2206-2218
Event-based laser speckle correlation for micro motion estimation: erratum.34653120 · Ge, Zhou, Gao, Yizhao, So, Hayden K-H et al.2021 · 1 citationOptics letters. 2021;46(20):5083
Event-based laser speckle correlation for micro motion estimation.34388766 · Ge, Zhou, Gao, Yizhao, So, Hayden K-H et al.2021 · 27 citationsOptics letters. 2021;46(16):3885-3888
High-speed laser-scanning biological microscopy using FACED.34341580 · Lai, Queenie T K, Yip, Gwinky G K, Wu, Jianglai et al.2021 · 43 citationsNature protocols. 2021;16(9):4227-4264
Exploiting Elasticity in Tensor Ranks for Compressing Neural Networks2105.04218v1 · Jie Ran, Rui Lin, Hayden K.H. So et al.2021 · 2 citationsarXiv
HAO: Hardware-aware neural Architecture Optimization for Efficient Inference2104.12766v1 · Zhen Dong, Yizhao Gao, Qijing Huang et al.2021 · 39 citationsFCCM 2021
High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction.31581075 · Meng, Nan, So, Hayden K-H, Sun, Xing et al.2021 · 154 citationsIEEE transactions on pattern analysis and machine intelligence. 2021;43(3):873-886
Mix and Match: A Novel FPGA-Centric Deep Neural Network Quantization Framework2012.04240v2 · Sung-En Chang, Yanyu Li, Mengshu Sun et al.2020 · 129 citationsarXiv
NITI: Training Integer Neural Networks Using Integer-only Arithmetic2009.13108v2 · Maolin Wang, Seyedramin Rasoulinezhad, Philip H.W. Leong et al.2020 · 38 citationsarXiv
Deep-learning-assisted biophysical imaging cytometry at massive throughput delineates cell population heterogeneity.32935707 · Siu, Dickson M D, Lee, Kelvin C M, Lo, Michelle C K et al.2021 · 53 citationsLab on a chip. 2020;20(20):3696-3708
Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers2005.06870v1 · Junjie Liu, Zhe Xu, Runbin Shi et al.2020 · 63 citationsarXiv
PARC: ultrafast and accurate clustering of phenotypic data of millions of single cells.31971583 · Stassen, Shobana V, Siu, Dickson M D, Lee, Kelvin C M et al.2020 · 133 citationsBioinformatics (Oxford, England). 2020;36(9):2778-2786
RedCap: residual encoder-decoder capsule network for holographic image reconstruction.32121718 · Zeng, Tianjiao, So, Hayden K-H, Lam, Edmund Y2020 · 52 citationsOptics express. 2020;28(4):4876-4887
GraVF-M: Graph Processing System Generation for Multi-FPGA Platforms1910.07408v1 · Nina Engelhardt, Hayden K.-H. So2019 · 11 citationsACM Trans. Reconfigurable Technol. Syst. 12, 4, Article 21 (November 2019)
A Real-Time Coprime Line Scan Super-Resolution System for Ultra-Fast Microscopy.31059454 · Shi, Runbin, Wong, Justin S J, Lam, Edmund Y et al.2020 · 6 citationsIEEE transactions on biomedical circuits and systems. 2019;13(4):781-792
Quantitative Phase Imaging Flow Cytometry for Ultra-Large-Scale Single-Cell Biophysical Phenotyping.31012276 · Lee, Kelvin C M, Wang, Maolin, Cheah, Kathryn S E et al.2020 · 88 citationsCytometry. Part A : the journal of the International Society for Analytical Cytology. 2019;95(5):510-520
Multi-ATOM: Ultrahigh-throughput single-cell quantitative phase imaging with subcellular resolution.30719868 · Lee, Kelvin C M, Lau, Andy K S, Tang, Anson H L et al.2020 · 45 citationsJournal of biophotonics. 2019;12(7):e201800479
High-Throughput Line Buffer Microarchitecture for Arbitrary Sized Streaming Image Processing.34460462 · Shi, Runbin, Wong, Justin S J, So, Hayden K-H2021 · 11 citationsJournal of imaging. 2019;5(3)
Computational image speckle suppression using block matching and machine learning.30874216 · Zeng, Tianjiao, So, Hayden K-H, Lam, Edmund Y2019 · 33 citationsApplied optics. 2019;58(7):B39-B45
Large-Scale Multi-Class Image-Based Cell Classification With Deep Learning.30387753 · Meng, Nan, Lam, Edmund Y, Tsia, Kevin K et al.2020 · 101 citationsIEEE journal of biomedical and health informatics. 2019;23(5):2091-2098
Proceedings of the 3rd International Workshop on Overlay Architectures for FPGAs (OLAF 2017)1704.08802v2 · Hayden Kwok-Hay So, John Wawrzynek2017 · 0 citationsarXiv
All-passive pixel super-resolution of time-stretch imaging.28303936 · Chan, Antony C S, Ng, Ho-Cheung, Bogaraju, Sharat C V et al.2018 · 19 citationsScientific reports. 2017;7:44608
High-throughput time-stretch imaging flow cytometry for multi-class classification of phytoplankton.27958529 · Lai, Queenie T K, Lee, Kelvin C M, Tang, Anson H L et al.2018 · 58 citationsOptics express. 2016;24(25):28170-28184
Proceedings of the 2nd International Workshop on Overlay Architectures for FPGAs (OLAF 2016)1605.08149v1 · Hayden Kwok-Hay So, John Wawrzynek2016 · 0 citationsarXiv
Consistency Analysis for the Doubly Stochastic Dirichlet Process1605.07358v1 · Xing Sun, Nelson H.C. Yung, Edmund Y. Lam et al.2016 · 1 citationarXiv
Automatic Nested Loop Acceleration on FPGAs Using Soft CGRA Overlay1509.00042v1 · Cheng Liu, Ho-Cheung Ng, Hayden Kwok-Hay So2015 · 21 citationsarXiv
Career total: 164 works. 41 are in this corpus.
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