Han, Yinhe

1. ChipGPT: How far are we from natural language hardware design
   2023/05/23 by Kaiyan Chang, Ying Wang, Chang, Kaiyan +13 · 42 citations
   Engineering · #Ferroelectric and Negative Capacitance Devices #Low-power high-performance VLSI design #Advancements in Semiconductor Devices and Circuit Design
2. Natural language is not enough: Benchmarking multi-modal generative AI for Verilog generation
   2024/07/11 by Kaiyan Chang, Chang, Kaiyan, Zhirong Chen +21 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
3. KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems
   2024/09/23 by Zixuan Wang, Bo Yu, Wang, Zixuan +14 · 9 citations
   Computer Science · #Human Pose and Action Recognition
4. DaDu-Corki: Algorithm-Architecture Co-Design for Embodied AI-powered Robotic Manipulation
   2024/07/05 by Yiyang Huang, Yuhui Hao, Huang, Yiyang +19 · 4 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Modular Robots and Swarm Intelligence #Robotic Path Planning Algorithms #Robotics (cs.RO)
5. Dadu-RBD: Robot Rigid Body Dynamics Accelerator with Multifunctional Pipelines
   2023/07/05 by Yuxin Yang, Yang, Yuxin, Chen, Xiaoming +2 · 3 citations
   Computer Science · Engineering · #Embedded Systems Design Techniques #Modular Robots and Swarm Intelligence #Parallel Computing and Optimization Techniques
6. ApproxABFT: Approximate Algorithm-Based Fault Tolerance for Neural Network Processing
   2023/02/21 by Xinghua Xue, Cheng Liu, Xue, Xinghua +5 · 2 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques
7. PIMCOMP: A Universal Compilation Framework for Crossbar-based PIM DNN Accelerators
   2023/07/04 by Xiaotian Sun, Sun, Xiaotian, Xinyu Wang +8 · 2 citations
   Computer Science · #Advanced Data Storage Technologies #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Network Packet Processing and Optimization #Parallel Computing and Optimization Techniques
8. Large Processor Chip Model
   2025/06/03 by Kaiyan Chang, Chang, Kaiyan, Mingzhi Chen +83 · 1 voice · 2 citations
   Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #cs.AR
9. Make LLM Inference Affordable to Everyone: Augmenting GPU Memory with NDP-DIMM
   2025/02/24 by Lian Liu, Liu, Lian, Shixin Zhao +14 · 3 citations
   Computer Science · #Advanced Neural Network Applications #C.1.3 #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
10. COMET: Towards Partical W4A4KV4 LLMs Serving
    2024/10/16 by Lian Liu, Liu, Lian, Hongjun Ren +13 · 3 citations
    Engineering · Materials Science · Environmental Science · #Advancements in Battery Materials #MXene and MAX Phase Materials #Recycling and Waste Management Techniques
11. Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction
    2020/02/23 by Beibei Jin, Jin, Beibei, Yu Hu +11 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
12. DaDu-E: Rethinking the Role of Large Language Model in Robotic Computing Pipeline
    2024/12/02 by Wenhao Sun, Sun, Wenhao, Zixuan Wang +14 · 4 citations
    Engineering · Computer Science · #Robotics and Automated Systems #Service-Oriented Architecture and Web Services
13. BitQ: Tailoring Block Floating Point Precision for Improved DNN Efficiency on Resource-Constrained Devices
    2024/09/25 by Yichun Xu, Xu, Yongqi, Gao Yi +14 · 1 citation
    Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications #Parallel Computing and Optimization Techniques
14. ANNIE: Be Careful of Your Robots
    2025/09/03 by Yiyang Huang, Zixuan Wang, Huang, Yiyang +11 · 1 citation
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Robotics (cs.RO)
15. RTLMarker: Protecting LLM-Generated RTL Copyright via a Hardware Watermarking Framework
    2025/01/05 by Kun Wang, Wang, Kun, Kaiyan Chang +10 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital Rights Management and Security #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
16. PIMCOMP: An End-to-End DNN Compiler for Processing-In-Memory Accelerators
    2024/11/14 by Xiaotian Sun, Xinyu Wang, Sun, Xiaotian +7 · 1 citation
    Computer Science · Engineering · #Advanced Data Storage Technologies #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques