Wang, Runsheng
- MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention
2022/11/25 by Wenxuan Zeng, Meng Li, Zeng, Wenxuan +11 · 5 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)
- A Parallel Bitstream Generator for Stochastic Computing
2019/04/21 by Zhang, Yawen, Wang, Runsheng, Zhang, Xinyue +5 · 2 citations
#Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Signal Processing (eess.SP) #electronic engineering #information engineering
- LayoutCopilot: An LLM-powered Multi-agent Collaborative Framework for Interactive Analog Layout Design
2024/06/27 by Bingyang Liu, Haoyi Zhang, Liu, Bingyang +13 · 4 citations
Social Sciences · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Multimedia Communication and Technology
- AnalogXpert: Automating Analog Topology Synthesis by Incorporating Circuit Design Expertise into Large Language Models
2024/12/17 by Zhang, Haoyi, Sun, Shizhao, Lin, Yibo +4 · 6 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #BIM and Construction Integration #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE)
- ChatEMG: Synthetic Data Generation to Control a Robotic Hand Orthosis for Stroke
2024/06/17 by Jingxi Xu, Xu, Jingxi, Runsheng Wang +23 · 4 citations
Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Stroke Rehabilitation and Recovery
- CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference
2023/11/03 by Zeng, Wenxuan, Li, Meng, Yang, Haichuan +3 · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decoding
2024/02/21 by Shuzhang Zhong, Zhong, Shuzhang, Zebin Yang +9 · 3 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
- ReaLM: Reliable and Efficient Large Language Model Inference with Statistical Algorithm-Based Fault Tolerance
2025/03/31 by Tong Xie, Xie, Tong, Jiawang Zhao +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
- LightMamba: Efficient Mamba Acceleration on FPGA with Quantization and Hardware Co-design
2025/02/21 by Wei, Renjie, Xu, Songqiang, Zhong, Linfeng +5 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- An Investigation of Multi-feature Extraction and Super-resolution with Fast Microphone Arrays
2023/09/30 by Chang, Eric T., Wang, Runsheng, Ballentine, Peter +5 · 2 citations
#FOS: Computer and information sciences #Robotics (cs.RO)
- MPCache: MPC-Friendly KV Cache Eviction for Efficient Private LLM Inference
2025/01/12 by Wenxuan Zeng, Zeng, Wenxuan, Dong Ye +12 · 3 citations
Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC
2024/05/23 by Tianshi Xu, Lemeng Wu, Xu, Tianshi +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Face recognition and analysis #Privacy-Preserving Technologies in Data
- 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
- HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference
2025/04/08 by Shuzhang Zhong, Zhong, Shuzhang, Sun, Yanfan +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)
- HEQuant: Marrying Homomorphic Encryption and Quantization for Communication-Efficient Private Inference
2024/01/29 by Xu, Tianshi, Li, Meng, Wang, Runsheng · 1 citation
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- H2EAL: Hybrid-Bonding Architecture with Hybrid Sparse Attention for Efficient Long-Context LLM Inference
2025/08/20 by Fu, Zizhuo, Guo, Xiaotian, Zeng, Wenxuan +6 · 2 citations
#FOS: Computer and information sciences #Performance (cs.PF)
- Theseus: Exploring Efficient Wafer-Scale Chip Design for Large Language Models
2024/07/02 by Jingchen Zhu, Zhu, Jingchen, Chenhao Xue +17 · 1 citation
Computer Science · Engineering · #Embedded Systems Design Techniques #Modular Robots and Swarm Intelligence #VLSI and FPGA Design Techniques
- Breaking the Layer Barrier: Remodeling Private Transformer Inference with Hybrid CKKS and MPC
2025/08/27 by Tianshi Xu, Xu, Tianshi, Wenjie Lu +11 · 1 citation
Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Cryptography and Residue Arithmetic