Guangyu Sun

1. PTQ4ViT: Post-training quantization for vision transformers with twin uniform quantization
   2021/11/24 by Zhihang Yuan, Yuan, Zhihang, Chenhao Xue +7 · 25 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Infrared Target Detection Methodologies #Image Processing Techniques and Applications
2. ASVD: Activation-aware Singular Value Decomposition for Compressing Large Language Models
   2023/12/10 by Zhihang Yuan, Yuan, Zhihang, Yuzhang Shang +10 · 27 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
3. LLM Inference Unveiled: Survey and Roofline Model Insights
   2024/02/26 by Zhihang Yuan, Yuzhang Shang, Yuan, Zhihang +24 · 28 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing
4. RPTQ: Reorder-based Post-training Quantization for Large Language Models
   2023/04/03 by Zhihang Yuan, Lin Niu, Yuan, Zhihang +17 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
5. The Dawn of AI-Native EDA: Opportunities and Challenges of Large Circuit Models
   2024/03/12 by Lei Chen, Yiqi Chen, Zhufei Chu +36 · 1 voice · 2 citations
   Computer Science · #cs.AR #cs.ET
6. SRPGAN: Perceptual Generative Adversarial Network for Single Image Super Resolution
   2017/12/16 by Bingzhe Wu, Haodong Duan, Wu, Bingzhe +5 · 4 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
7. Exploring Parameter-Efficient Fine-Tuning to Enable Foundation Models in Federated Learning
   2022/10/04 by Guangyu Sun, Sun, Guangyu, Matías Mendieta +5 · 4 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
8. FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning
   2023/08/17 by Guangyu Sun, Sun, Guangyu, Matías Mendieta +7 · 4 citations
   Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
9. Towards Multi-modal Transformers in Federated Learning
   2024/04/18 by Guangyu Sun, Sun, Guangyu, Matías Mendieta +7 · 3 citations
   Computer Science · #Authorship Attribution and Profiling #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. GNNear: Accelerating Full-Batch Training of Graph Neural Networks with Near-Memory Processing
    2021/11/01 by Zhe Zhou, Cong Li, Zhou, Zhe +7 · 1 citation
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning in Materials Science
11. PAICORE: A 1.9-Million-Neuron 5.181-TSOPS/W Digital Neuromorphic Processor With Unified SNN-ANN and On-Chip Learning Paradigm
    2024/07/30 by Yi Zhong, Yisong Kuang, Kefei Liu +14 · 4 citations
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications
12. Investigation of multipactor-induced surface plasma discharge and temporal mode transition
    2018/07/02 by Guangyu Sun, Guang-Yu Sun, Bai‐Peng Song +3 · 1 citation
    Engineering · Materials Science · #Plasma Diagnostics and Applications #Electrostatic Discharge in Electronics #High voltage insulation and dielectric phenomena
13. A Systematic Characterization of LLM Inference on GPUs
    2025/12/01 by Haonan Wang, Wang, Haonan, Ming Yan +17 · 2 citations
    Computer Science · Materials Science · #Advanced Neural Network Applications #Big Data and Digital Economy #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning in Materials Science
14. CODA: Algorithm-Hardware Co-design for Edge Video Diffusion via NMP-Enabled Compute-Cache Operator Disaggregation
    2026/07/16 by Yuanpeng Zhang, YuXuan Wu, Yitong Xiao +6
    #cs.AR #cs.DC