Hongyi Wu

1. GALA: Greedy ComputAtion for Linear Algebra in Privacy-Preserved Neural Networks
   2021/05/05 by Qiao Zhang, Zhang, Qiao, Chunsheng Xin +3 · 3 citations
   Computer Science · Engineering · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Privacy-Preserving Technologies in Data
2. Comet: A Communication-efficient and Performant Approximation for Private Transformer Inference
   2024/05/24 by Xiangrui Xu, Zhang Qiao, Xu, Xiangrui +7 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Complexity and Algorithms in Graphs #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
3. No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users
   2024/10/10 by Mengxuan Hu, Hongyi Wu, Hu, Mengxuan +10 · 4 citations
   Computer Science · Social Sciences · #Access Control and Trust #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #IoT and Edge/Fog Computing #Privacy-Preserving Technologies in Data
4. Superpixel Boundary Correction for Weakly-Supervised Semantic Segmentation on Histopathology Images
   2025/01/07 by Hongyi Wu, Hong Zhang, Wu, Hongyi +1 · 1 citation
   Computer Science · Engineering · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
5. CERD: A Comprehensive Chinese Rhetoric Dataset for Rhetorical Understanding and Generation in Essays
   2024/09/29 by Liu, Nuowei, Xinhao Chen, Hongyi Wu +14 · 1 citation
   Arts and Humanities · Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Discourse Analysis in Language Studies #FOS: Computer and information sciences #Topic Modeling
6. Heterogeneity-Aware Microscaling for Efficient Low-Bit LLM Inference
   2026/08/04 by Junyi Luo, Xinting Jiang, Tai-Hao Wen +9
   Computer Science · #cs.AR