Article-Journal

HTCNN: High-Throughput Batch CNN Inference With Homomorphic Encryption

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Zewen Ye, Tianyu Wang, Tianshun Huang, Yonggen Li, Chengxuan Wang, Ray C. C. Cheung, Kejie Huang

Memory-efficient neural network training via gradient compression through continuous basis tracking

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Xinmin Meng, Muhammad A. A. Abdelgawad, Peng Jing, Ray C. C. Cheung, Hong Yan

MoToRec: Sparse-Regularized Multimodal Tokenization for Cold-Start Recommendation

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Jialin Liu, Prof. Jenny ZHANG, Ray C. C. Cheung

RO-SVD+: A Hardware-Based Framework Against AI Attacks for Cost-Effective GenAI Copyright Protection in Consumer Electronics

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Zhuoheng Ran, Xinmin Meng, Chong Wu, Zewen Ye, Ray C. C. Cheung, Hong Yan

SR-TCUR: Scalable and robust tubal CUR decomposition for large-scale multidimensional tensors

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Muhammad A. A. Abdelgawad, Ray C. C. Cheung, Hong Yan

ConBOOM: A Configurable CPU Microarchitecture for Speculative Covert Channel Mitigation

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Zhang Zhewen, Liu Yao, She Yuhan, Sanka Abdurrashid Ibrahim, Hung Patrick S. Y., Ray C. C. Cheung

A Novel AIoT-Based and User Behavior-Driven Dockless Bike-Sharing Management System for Chaotic Operations in a Condensed City

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Ken Chun Ho Ching, Chaoqiang Jiang, Hassan Chun Wai Ching, Steve Kwan Po Ng, Ray Chak-Chung Cheung, Prof. Haoliang LI, Alan H. F. Lam

A Speculative Loop Pipeline Framework with Accurate Path Modeling for High-Level Synthesis

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Yuhan She, Jierui Liu, Yanlong Huang, Ray C. C. Cheung, Hong Yan

CuFDFB: Fast and Private Computation on Non-Linear Functions Using FHE

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Shutong Jin, Shiyu Shen, Hao Yang, Donglong Chen, Wangchen Dai, Ray C. C. Cheung

Efficient CUR decomposition for interpretable low-rank approximations and imaging applications

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Muhammad A. A. Abdelgawad, Ray C. C. Cheung, Hong Yan