Ru Huang

1. Large circuit models: opportunities and challenges
   2024/03/12 by Lei Chen, Yiqi Chen, Zhufei Chu +39 · 1 voice · 4 citations
   Computer Science · Engineering · #Low-power high-performance VLSI design #Parallel Computing and Optimization Techniques #VLSI and FPGA Design Techniques #cs.AR #cs.ET
2. Learning optimal multigrid smoothers via neural networks
   2021/02/24 by Ru Huang, Huang, Ru, Ruipeng Li +3 · 6 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
3. MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention
   2022/11/25 by Wenxuan Zeng, Zeng, Wenxuan, Meng Li +11 · 6 citations
   Computer Science · Medicine · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Glioma Diagnosis and Treatment #Machine Learning (cs.LG)
4. Learning Optimal Multigrid Smoothers via Neural Networks
   2022/08/24 by Ru Huang, Ruipeng Li, Yuanzhe Xi · 5 citations
   Computer Science · Engineering · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #Model Reduction and Neural Networks
5. GAIA: Rethinking Action Quality Assessment for AI-Generated Videos
   2024/06/10 by Zijian Chen, Wei Sun, Chen, Zijian +17 · 11 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human Pose and Action Recognition
6. LayoutCopilot: An LLM-powered Multi-agent Collaborative Framework for Interactive Analog Layout Design
   2024/06/27 by Bingyang Liu, Liu, Bingyang, Haoyi Zhang +13 · 7 citations
   Social Sciences · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Multimedia Communication and Technology
7. ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decoding
   2024/02/21 by Shuzhang Zhong, Zhong, Shuzhang, Zebin Yang +9 · 4 citations
   Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
8. CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference
   2023/11/03 by Wenxuan Zeng, Zeng, Wenxuan, Meng Li +9 · 2 citations
   Computer Science · Neuroscience · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Brain Tumor Detection and Classification #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
9. ReaLM: Reliable and Efficient Large Language Model Inference with Statistical Algorithm-Based Fault Tolerance
   2025/03/31 by Tong Xie, Jiawang Zhao, Xie, Tong +13 · 3 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Big Data and Digital Economy #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Radiation Effects in Electronics
10. 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
11. SCALES: Boost Binary Neural Network for Image Super-Resolution with Efficient Scalings
    2023/03/22 by Renjie Wei, Wei, Renjie, Zechun Liu +9 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
12. Reducing operator complexity in Algebraic Multigrid with Machine Learning Approaches
    2023/07/15 by Ru Huang, Kai Chang, Huang, Ru +7 · 1 citation
    Engineering · Mathematics · Physics and Astronomy · #Advanced Numerical Methods in Computational Mathematics #Analysis of PDEs (math.AP) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
13. HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference
    2025/04/08 by Shuzhang Zhong, Zhong, Shuzhang, Ling Liang +8 · 4 citations
    Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
14. BlockAMC: Scalable In-Memory Analog Matrix Computing for Solving Linear Systems
    2024/01/18 by Lunshuai Pan, Pushen Zuo, Pan, Lunshuai +7 · 2 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
15. Hot Carrier Degradation-Induced Dynamic Variability in FinFETs: Experiments and Modeling
    2020/03/05 by Zhuoqing Yu, Zixuan Sun, Runsheng Wang +2 · 6 citations
    Engineering · #Semiconductor materials and devices #Advancements in Semiconductor Devices and Circuit Design #Ferroelectric and Negative Capacitance Devices
16. The Exploration-Exploitation Dilemma Revisited: An Entropy Perspective
    2024/08/19 by Renye Yan, Yaozhong Gan, Yan, Renye +11 · 1 citation
    Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Military Defense Systems Analysis #Opinion Dynamics and Social Influence
17. Recall Before You Rank: Similarity-Guided Top-K Reuse for Efficient Long-Context Attention
    2026/07/30 by Wenshuai Yao, Wenyong Zhou, Hanyong Shao +5
    Computer Science · #cs.CL #cs.LG