| 2026 | ACL | Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation. | Hengyuan Zhang, Shiping Yang, Xiao Liang, Chenming Shang, Yuxuan Jiang, Chaofan Tao, Jing Xiong, Hayden Kwok-Hay So, Ruobing Xie, Angel X. Chang, Ngai Wong |
| 2026 | ACL | Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models. | Hengyuan Zhang, Zhihao Zhang, Ercong Nie, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schtze, Xuanjing Huang, Qi Zhang, Ngai Wong |
| 2025 | EMNLP | TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review. | Yuan Chang, Ziyue Li, Hengyuan Zhang, Yuanbo Kong, Yanru Wu, Hayden Kwok-Hay So, Zhijiang Guo, Liya Zhu, Ngai Wong |
| 2025 | EMNLP | GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors. | Xinrong Chen, Hengyuan Zhang, Yingmin Qiu, Xiao Liang, Ziyue Li, Guanyu Wang, Weiping Li, Tong Mo, Hayden Kwok-Hay So, Ngai Wong |
| 2025 | HPCA | A Hardware-Software Design Framework for SpMV Acceleration with Flexible Access Pattern Portfolio. | Zhenyu Wu, Maolin Wang, Hayden Kwok-Hay So |
| 2024 | CVPR | Event-Based Eye Tracking. AIS 2024 Challenge Survey. | Zuowen Wang, Chang Gao, Zongwei Wu, Marcos V. Conde, Radu Timofte, Shih-Chii Liu, Qinyu Chen, Zhengjun Zha, Wei Zhai, Han Han, Bohao Liao, Yuliang Wu, Zengyu Wan, Zhong Wang, Yang Cao, Ganchao Tan, Jinze Chen, Yan Ru Pei, Sasskia Brers, Sbastien M. Crouzet, Douglas McLelland, Olivier Coenen, Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So, Philippe Bich, Chiara Boretti, Luciano Prono, Mircea Lica, David Dinucu-Jianu, Catalin Gru, Xiaopeng Lin, Hongwei Ren, Bojun Cheng, Xinan Zhang, Valentin Vial, Anthony Yezzi, James Tsai |
| 2024 | CVPR | Co-designing a Sub-millisecond Latency Event-based Eye Tracking System with Submanifold Sparse CNN. | Baoheng Zhang, Yizhao Gao, Jingyuan Li, Hayden Kwok-Hay So |
| 2024 | FPGA | A Composable Dynamic Sparse Dataflow Architecture for Efficient Event-based Vision Processing on FPGA. | Yizhao Gao, Baoheng Zhang, Yuhao Ding, Hayden Kwok-Hay So |
| 2024 | MICRO | Multi-Issue Butterfly Architecture for Sparse Convex Quadratic Programming. | Maolin Wang, Ian McInerney, Bartolomeo Stellato, Fengbin Tu, Stephen P. Boyd, Hayden Kwok-Hay So, Kwang-Ting Cheng |
| 2023 | ASPLOS | DPACS: Hardware Accelerated Dynamic Neural Network Pruning through Algorithm-Architecture Co-design. | Yizhao Gao, Baoheng Zhang, Xiaojuan Qi, Hayden Kwok-Hay So |
| 2023 | FCCM | MSD: Mixing Signed Digit Representations for Hardware-efficient DNN Acceleration on FPGA with Heterogeneous Resources. | Jiajun Wu, Jiajun Zhou, Yizhao Gao, Yuhao Ding, Ngai Wong, Hayden Kwok-Hay So |
| 2023 | FCCM | Model-Platform Optimized Deep Neural Network Accelerator Generation through Mixed-Integer Geometric Programming. | Yuhao Ding, Jiajun Wu, Yizhao Gao, Maolin Wang, Hayden Kwok-Hay So |
| 2023 | ISCA | RSQP: Problem-specific Architectural Customization for Accelerated Convex Quadratic Optimization. | Maolin Wang, Ian McInerney, Bartolomeo Stellato, Stephen P. Boyd, Hayden Kwok-Hay So |
| 2022 | FPGA | REMOT: A Hardware-Software Architecture for Attention-Guided Multi-Object Tracking with Dynamic Vision Sensors on FPGAs. | Yizhao Gao, Song Wang, Hayden Kwok-Hay So |
| 2020 | DAC | FTDL: A Tailored FPGA-Overlay for Deep Learning with High Scalability. | Runbin Shi, Yuhao Ding, Xuechao Wei, He Li, Hang Liu, Hayden Kwok-Hay So, Caiwen Ding |
| 2020 | FPGA | FTDL: An FPGA-tailored Architecture for Deep Learning Systems. | Runbin Shi, Yuhao Ding, Xuechao Wei, Hang Liu, Hayden Kwok-Hay So, Caiwen Ding |
| 2020 | ICLR | Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers. | Junjie Liu, Zhe Xu, Runbin Shi, Ray C. C. Cheung, Hayden Kwok-Hay So |
| 2020 | ISCAS | Vision Guided Crop Detection in Field Robots using FPGA-Based Reconfigurable Computers. | Cyrus Wing-Hei Chan, Philip H. W. Leong, Hayden Kwok-Hay So |
| 2020 | ICS | CSB-RNN: a faster-than-realtime RNN acceleration framework with compressed structured blocks. | Runbin Shi, Peiyan Dong, Tong Geng, Yuhao Ding, Xiaolong Ma, Hayden Kwok-Hay So, Martin C. Herbordt, Ang Li, Yanzhi Wang |
| 2019 | DAC | E-LSTM: Efficient Inference of Sparse LSTM on Embedded Heterogeneous System. | Runbin Shi, Junjie Liu, Hayden Kwok-Hay So, Shuo Wang, Yun Liang |
| 2018 | DATE | Universal number posit arithmetic generator on FPGA. | Manish Kumar Jaiswal, Hayden Kwok-Hay So |
| 2018 | FPL | Performance-Driven System Generation for Distributed Vertex-Centric Graph Processing on Multi-FPGA Systems. | Nina Engelhardt, C.-H. Dominic Hung, Hayden Kwok-Hay So |
| 2018 | ISCAS | Architecture Generator for Type-3 Unum Posit Adder/Subtractor. | Manish Kumar Jaiswal, Hayden Kwok-Hay So |
| 2017 | FCCM | A Parameterizable Activation Function Generator for FPGA-Based Neural Network Applications. | Sam M. H. Ho, C.-H. Dominic Hung, Ho-Cheung Ng, Maolin Wang, Hayden Kwok-Hay So |
| 2017 | FPGA | OLAF'17: Third International Workshop on Overlay Architectures for FPGAs. | Hayden Kwok-Hay So, John Wawrzynek |
| 2017 | MVA | Computational single-cell classification using deep learning on bright-field and phase images. | Nan Meng, Hayden Kwok-Hay So, Edmund Y. Lam |
| 2016 | FCCM | Vertex-Centric Graph Processing on FPGA. | Nina Engelhardt, Hayden Kwok-Hay So |
| 2016 | FPGA | OLAF'16: Second International Workshop on Overlay Architectures for FPGAs. | Hayden Kwok-Hay So, John Wawrzynek |
| 2016 | FPL | GraVF: A vertex-centric distributed graph processing framework on FPGAs. | Nina Engelhardt, Hayden Kwok-Hay So |
| 2016 | IJCNN | Sparse Hierarchical Nonparametric Bayesian learning for light field representation and denoising. | Xing Sun, Nan Meng, Zhimin Xu, Edmund Y. Lam, Hayden Kwok-Hay So |
| 2016 | IJCNN | Data-driven light field depth estimation using deep Convolutional Neural Networks. | Xing Sun, Zhimin Xu, Nan Meng, Edmund Y. Lam, Hayden Kwok-Hay So |
| 2015 | FCCM | Automatic Soft CGRA Overlay Customization for High-Productivity Nested Loop Acceleration on FPGAs. | Cheng Liu, Hayden Kwok-Hay So |
| 2015 | FPL | Significant papers from the first 25 years of the FPL conference. | Philip Heng Wai Leong, Hideharu Amano, Jason Helge Anderson, Koen Bertels, Joo M. P. Cardoso, Oliver Diessel, Guy Gogniat, Mike Hutton, JunKyu Lee, Wayne Luk, Patrick Lysaght, Marco Platzner, Viktor K. Prasanna, Tero Rissa, Cristina Silvano, Hayden Kwok-Hay So, Yu Wang |
| 2014 | FCCM | Scheduling Mixed-Architecture Processes in Tightly Coupled FPGA-CPU Reconfigurable Computers. | Brandon Kyle Hamilton, Michael Inggs, Hayden Kwok-Hay So |
| 2014 | FPL | Mixed-architecture process scheduling on tightly coupled reconfigurable computers. | Brandon Kyle Hamilton, Michael Inggs, Hayden Kwok-Hay So |
| 2013 | FCCM | A Soft Coarse-Grained Reconfigurable Array Based High-level Synthesis Methodology: Promoting Design Productivity and Exploring Extreme FPGA Frequency. | Cheng Liu, Colin Yu Lin, Hayden Kwok-Hay So |
| 2012 | FPGA | Operation scheduling and architecture co-synthesis for energy-efficient dataflow computations on FPGAs (abstract only). | Colin Yu Lin, Ngai Wong, Hayden Kwok-Hay So |
| 2012 | FPL | Extending BORPH for shared memory reconfigurable computers. | Changqing Xun, Mei Wen, Nan Wu, Chunyuan Zhang, Hayden Kwok-Hay So |
| 2011 | FCCM | A Model for Peak Matrix Performance on FPGAs. | Colin Yu Lin, Hayden Kwok-Hay So, Philip Heng Wai Leong |
| 2011 | FPL | A Model for Matrix Multiplication Performance on FPGAs. | Colin Yu Lin, Hayden Kwok-Hay So, Philip Heng Wai Leong |
| 2009 | FPL | Operation scheduling for FPGA-based reconfigurable computers. | Colin Yu Lin, Ngai Wong, Hayden Kwok-Hay So |
| 2008 | FCCM | Runtime Filesystem Support for Reconfigurable FPGA Hardware Processes in BORPH. | Hayden Kwok-Hay So, Robert W. Brodersen |
| 2008 | FPL | Direct sigma-delta modulated signal processing in FPGA. | Chiu-Wah Ng, Ngai Wong, Hayden Kwok-Hay So, Tung-Sang Ng |
| 2008 | FPL | File system access from reconfigurable FPGA hardware processes in BORPH. | Hayden Kwok-Hay So, Robert W. Brodersen |
| 2006 | FPL | Improving Usability of FPGA-Based Reconfigurable Computers Through Operating System Support. | Hayden Kwok-Hay So, Robert W. Brodersen |