Zhang, Grace Li

1. AutoBench: Automatic Testbench Generation and Evaluation Using LLMs for HDL Design
   2024/07/04 by Ruidi Qiu, Qiu, Ruidi, Grace Li Zhang +7 · 18 citations
   Computer Science · Engineering · #Advancements in Photolithography Techniques #FOS: Computer and information sciences #Programming Languages (cs.PL) #Real-time simulation and control systems #Software Engineering (cs.SE) #VLSI and Analog Circuit Testing
2. Automated C/C++ Program Repair for High-Level Synthesis via Large Language Models
   2024/07/04 by Kangwei Xu, Xu, Kangwei, Grace Li Zhang +9 · 9 citations
   Computer Science · Decision Sciences · #Parallel Computing and Optimization Techniques #Distributed and Parallel Computing Systems #Scientific Computing and Data Management
3. Basis Sharing: Cross-Layer Parameter Sharing for Large Language Model Compression
   2024/10/02 by Wang, Jingcun, Chen, Yu-Guang, Lin, Ing-Chao +2 · 9 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. CorrectBench: Automatic Testbench Generation with Functional Self-Correction using LLMs for HDL Design
   2024/11/13 by Qiu, Ruidi, Zhang, Grace Li, Drechsler, Rolf +2 · 8 citations
   #FOS: Computer and information sciences #Software Engineering (cs.SE)
5. VRank: Enhancing Verilog Code Generation from Large Language Models via Self-Consistency
   2025/01/22 by Z. Zhao, Zhao, Zhuorui, Ruidi Qiu +9 · 9 citations
   Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Speech and dialogue systems #Topic Modeling
6. LLM-Aided Efficient Hardware Design Automation
   2024/10/24 by Kangwei Xu, Xu, Kangwei, Ruidi Qiu +9 · 6 citations
   Computer Science · #Parallel Computing and Optimization Techniques #Embedded Systems Design Techniques #Neural Networks and Applications
7. Class-based Quantization for Neural Networks
   2022/11/27 by Sun, Wenhao, Zhang, Grace Li, Gu, Huaxi +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Paradigm-Based Automatic HDL Code Generation Using LLMs
   2025/01/22 by Sun, Wenhao, Li, Bing, Zhang, Grace Li +3 · 5 citations
   #FOS: Computer and information sciences #Programming Languages (cs.PL)
9. Class-Aware Pruning for Efficient Neural Networks
   2023/12/10 by Jiang, Mengnan, Wang, Jingcun, Eldebiky, Amro +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
10. LiveMind: Low-latency Large Language Models with Simultaneous Inference
    2024/06/20 by Chuangtao Chen, Chen, Chuangtao, Grace Li Zhang +9 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
11. Classification-Based Automatic HDL Code Generation Using LLMs
    2024/07/04 by Wenhao Sun, Sun, Wenhao, Bing Li +9 · 2 citations
    Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Water Quality Monitoring Technologies
12. CorrectNet: Robustness Enhancement of Analog In-Memory Computing for Neural Networks by Error Suppression and Compensation
    2022/11/27 by Amro Eldebiky, Eldebiky, Amro, Grace Li Zhang +7 · 1 citation
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Machine Learning and ELM
13. Logic Design of Neural Networks for High-Throughput and Low-Power Applications
    2023/09/19 by Xu, Kangwei, Zhang, Grace Li, Schlichtmann, Ulf +1 · 3 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Neural and Evolutionary Computing (cs.NE) #Systems and Control (eess.SY) #electronic engineering #information engineering
14. PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration
    2023/03/24 by Richard P. Petri, Grace Li Zhang, Petri, Richard +7 · 1 citation
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE)
15. Revolution or Hype? Seeking the Limits of Large Models in Hardware Design
    2025/09/05 by Qiang Xu, Leon Stok, Xu, Qiang +9 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
16. OplixNet: Towards Area-Efficient Optical Split-Complex Networks with Real-to-Complex Data Assignment and Knowledge Distillation
    2023/12/03 by Qiu, Ruidi, Eldebiky, Amro, Zhang, Grace Li +4 · 1 citation
    #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
17. CompressKV: Semantic Retrieval Heads Know What Tokens are Not Important Before Generation
    2025/08/04 by Xiaolin Lin, Lin, Xiaolin, Jingcun Wang +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Big Data and Digital Economy
18. Layer-wise Weight Selection for Power-Efficient Neural Network Acceleration
    2025/11/21 by Li Zhang, Fang, Jiaxun, Shaoyi Huang +2 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Embedded Systems Design Techniques #Advanced Memory and Neural Computing