WW
Weng-Fai Wong
cs.ARcs.LGcs.NEcs.AIcs.ETcs.DCcs.CLcs.CVcs.DBModels, Biological
On Valency
published · living versionsW_9mpjdnkm·v1 · currentpublished
Skill: Recursive Self-Improvement for Agent Skill Optimization
with Wangcheng Tao, Zhanglu Yan, Han Wu
1 version
Preprints & journals
45 papers in the corpus · 2012–2026ECO: Energy-Oriented Configuration Optimization for Attention FFN Disaggregated LLM Serving2610.08373v1 · Zou Qingyun, Bin Gao, Zhuobin Huang et al.2026 · 0 citationsarXiv
ActTune: Action-Aware Precision and GPU Operating-Point Adaptation for Energy-Efficient Vision-Language-Action Inference2610.08444v1 · Zou Qingyun, Bin Gao, Wenju Zhao et al.2026 · 0 citationsarXiv
Latency and accuracy tradeoffs in Spiking Neural Networks2609.35260v1 · Zhanglu Yan, Zixuan Zhu, Kaiwen Tang et al.2026 · 0 citationsarXiv
Lapis: Laplacian Spiking Attention via First-Spike Timing and Membrane Leakage2608.11865v2 · Kaiwen Tang, Jiaqi Zheng, Zixuan Zhu et al.2026 · 0 citationsarXiv
Spinal-inspired artificial tactile interneuron with high-order burst spiking for intelligent edge interfaces.42669703 · Li, Fanfan, Yan, Zhanglu, Mao, Jiayi et al.2026 · 0 citationsNature communications. 2026;17(1)
Efficient and Robust Spiking Neural Networks for sEMG-Based Muscle Fatigue Detection2607.11065v1 · Kaiwen Tang, Jiaqi Dong, Zhanglu Yan et al.2026 · 0 citationsarXiv
Approaching Shannon Bound with Lossless LLM Weight Compression2606.15789v1 · Hongshi Tan, Yao Chen, Gustavo Alonso et al.2026 · 0 citationsarXiv
Otters++: A Time-to-first-spike Based Energy Efficient Optical Spiking Transformer2606.13016v1 · Zhanglu Yan, Jiayi Mao, Kaiwen Tang et al.2026 · 0 citationsarXiv
SePO: Self-Evolving Prompt Agent for System Prompt Optimization2606.04465v1 · Wangcheng Tao, Han Wu, Weng-Fai Wong2026 · 0 citationsarXiv
Reward-Weighted On-Policy Distillation with an Open Property-Equivalence Verifier for NL-to-SVA Generation2605.13501v1 · Qingyun Zou, Yingze Li, Tianen Liu et al.2026 · 0 citationsarXiv
XtraMAC: An Efficient MAC Architecture for Mixed-Precision LLM Inference on FPGA2605.06052v1 · Feng Yu, Hongshi Tan, Yao Chen et al.2026 · 0 citationsarXiv
ShiftLIF: Efficient Multi-Level Spiking Neurons with Power-of-Two Quantization2605.01866v1 · Kaiwen Tang, Di Yu, Jiaqi Zheng et al.2026 · 0 citationsarXiv
Incremental GNN Embedding Computation on Streaming Graphs2603.20622v1 · Qiange Wang, Haoran Lv, Yanfeng Zhang et al.2026 · 0 citationsarXiv
Kirin: Improving ANN efficiency with SNN Hybridization2602.08817v1 · Chenyu Wang, Zhanglu Yan, Zhi Zhou et al.2026 · 0 citationsarXiv
Matterhorn: Masked Time-to-First-Spike Encoding by Reassigning the Silent State for Sparse and Energy-Efficient Spiking Transformers2601.22876v2 · Zhanglu Yan, Kaiwen Tang, Zixuan Zhu et al.2026 · 0 citationsarXiv
RidgeWalker: Perfectly Pipelined Graph Random Walks on FPGAs2601.11057v1 · Hongshi Tan, Yao Chen, Xinyu Chen et al.2026 · 0 citationsarXiv
MHRC-Bench: A Multilingual Hardware Repository-Level Code Completion benchmark2601.03708v2 · Qingyun Zou, Jiahao Cui, Nuo Chen et al.2026 · 0 citationsarXiv
Energy-Efficient and Dequantization-Free Q-LLMs: A Spiking Neural Network Approach to Salient Value Mitigation2510.19498v1 · Chenyu Wang, Zhanglu Yan, Zhi Zhou et al.2025 · 0 citationsarXiv
Optimizing Neural Networks with Learnable Non-Linear Activation Functions via Lookup-Based FPGA Acceleration2508.17069v1 · Mengyuan Yin, Benjamin Chen Ming Choong, Chuping Qu et al.2025 · 1 citationarXiv
Low Latency Conversion of Artificial Neural Network Models to Rate-Encoded Spiking Neural Networks.40030919 · Yan, Zhanglu, Tang, Kaiwen, Zhou, Jun et al.2025 · 8 citationsIEEE transactions on neural networks and learning systems. 2025;36(8):14107-14118
Enabling Energy-Efficient Deployment of Large Language Models on Memristor Crossbar: A Synergy of Large and Small.39423084 · Wang, Zhehui, Luo, Tao, Liu, Cheng et al.2025 · 12 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(2):916-933
T-Edge: Trusted Heterogeneous Edge Computing2412.13905v1 · Jiamin Shen, Yao Chen, Weng-Fai Wong et al.2024 · 2 citationsarXiv
Optimizing for In-Memory Deep Learning With Emerging Memory Technology.37368806 · Wang, Zhehui, Luo, Tao, Goh, Rick Siow Mong et al.2024 · 2 citationsIEEE transactions on neural networks and learning systems. 2024;35(11):15306-15320
Sorbet: A Neuromorphic Hardware-Compatible Transformer-Based Spiking Language Model2409.15298v2 · Kaiwen Tang, Zhanglu Yan, Weng-Fai Wong2024 · 0 citationsProceedings of the 42nd International Conference on Machine Learning (ICML), 2025
Integrating Deep Learning and Synthetic Biology: A Co-Design Approach for Enhancing Gene Expression via N-Terminal Coding Sequences.39229974 · Yan, Zhanglu, Chu, Weiran, Sheng, Yuhua et al.2024 · 11 citationsACS synthetic biology. 2024;13(9):2960-2968
Reconsidering the Energy Efficiency of Spiking Neural Networks Inference from Analytical Perspectives2409.08290v6 · Zhanglu Yan, Zhenyu Bai, Kaiwen Tang et al.2024 · 2 citationsarXiv
NOVA: NoC-based Vector Unit for Mapping Attention Layers on a CNN Accelerator2405.04206v1 · Mohit Upadhyay, Rohan Juneja, Weng-Fai Wong et al.2024 · 2 citationsarXiv
SparrowSNN: A Hardware/software Co-design for Energy Efficient ECG Classification2406.06543v2 · Zhanglu Yan, Zhenyu Bai, Tulika Mitra et al.2024 · 0 citationsarXiv
Table-Lookup MAC: Scalable Processing of Quantised Neural Networks in FPGA Soft Logic2403.11414v1 · Daniel Gerlinghoff, Benjamin Chen Ming Choong, Rick Siow Mong Goh et al.2024 · 6 citationsarXiv
HongTu: Scalable Full-Graph GNN Training on Multiple GPUs (via communication-optimized CPU data offloading)2311.14898v1 · Qiange Wang, Yao Chen, Weng-Fai Wong et al.2023 · 25 citationsarXiv
CQ + Training: Minimizing Accuracy Loss in Conversion From Convolutional Neural Networks to Spiking Neural Networks.37314899 · Yan, Zhanglu, Zhou, Jun, Wong, Weng-Fai2023 · 7 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(10):11600-11611
DeepFire2: A Convolutional Spiking Neural Network Accelerator on FPGAs2305.05187v1 · Myat Thu Linn Aung, Daniel Gerlinghoff, Chuping Qu et al.2023 · 25 citationsarXiv
LightRW: FPGA Accelerated Graph Dynamic Random Walks2304.07004v2 · Hongshi Tan, Xinyu Chen, Yao Chen et al.2023 · 9 citationsarXiv
Efficient Hyperdimensional Computing2301.10902v2 · Zhanglu Yan, Shida Wang, Kaiwen Tang et al.2023 · 9 citationsECML PKDD 2023: Machine Learning and Knowledge Discovery in Databases: Research Track pp 141-155
Desire Backpropagation: A Lightweight Training Algorithm for Multi-Layer Spiking Neural Networks based on Spike-Timing-Dependent Plasticity2211.05412v2 · Daniel Gerlinghoff, Tao Luo, Rick Siow Mong Goh et al.2022 · 6 citationsarXiv
ReGraph: Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines2203.02676v1 · Xinyu Chen, Yao Chen, Feng Cheng et al.2022 · 48 citationsarXiv
Benchmarking Quantum(-inspired) Annealing Hardware on Practical Use Cases2203.02325v2 · Tian Huang, Jun Xu, Tao Luo et al.2022 · 23 citationsarXiv
DTNN: Energy-efficient Inference with Dendrite Tree Inspired Neural Networks for Edge Vision Applications2105.11848v1 · Tao Luo, Wai Teng Tang, Matthew Kay Fei Lee et al.2021 · 0 citationsarXiv
Skew-Oblivious Data Routing for Data-Intensive Applications on FPGAs with HLS2105.04151v1 · Xinyu Chen, Hongshi Tan, Yao Chen et al.2021 · 6 citationsarXiv
Synthesis of the Dynamical Properties of Feedback Loops in Bio-Pathways.31443044 · Zhou, Jun, Ramanathan, R, Wong, Weng-Fai2021 · 2 citationsIEEE/ACM transactions on computational biology and bioinformatics. 2021;18(3):1217-1226
Shenjing: A low power reconfigurable neuromorphic accelerator with partial-sum and spike networks-on-chip1911.10741v1 · Bo Wang, Jun Zhou, Weng-Fai Wong et al.2019 · 30 citationsarXiv
Extended social force model with a dynamic navigation field for bidirectional pedestrian flow1705.03569v1 · Yan-Qun Jiang, Bo-Kui Chen, Bing-Hong Wang et al.2017 · 40 citationsarXiv
PI : a Parallel in-memory skip list based Index1601.00159v1 · Zhongle Xie, Qingchao Cai, H.V. Jagadish et al.2016 · 4 citationsarXiv
DGCC:A New Dependency Graph based Concurrency Control Protocol for Multicore Database Systems1503.03642v1 · Chang Yao, Divyakant Agrawal, Pengfei Chang et al.2015 · 5 citationsarXiv
Approximate probabilistic analysis of biopathway dynamics.22492313 · Liu, Bing, Hagiescu, Andrei, Palaniappan, Sucheendra K et al.2013 · 27 citationsBioinformatics (Oxford, England). 2012;28(11):1508-16
Career total: 271 works. 45 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.