Liang, Shengwen

1. ChipGPT: How far are we from natural language hardware design
   2023/05/23 by Kaiyan Chang, Chang, Kaiyan, Ying Wang +13 · 36 citations
   Engineering · #Ferroelectric and Negative Capacitance Devices #Low-power high-performance VLSI design #Advancements in Semiconductor Devices and Circuit Design
2. QiMeng: Fully Automated Hardware and Software Design for Processor Chip
   2025/06/05 by Rui Zhang, Yuanbo Wen, Zhang, Rui +38 · 5 voices
   Computer Science · #Big Data and Digital Economy #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques #cs.AR #cs.LG
3. 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
4. InstInfer: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference
   2024/09/08 by Xiurui Pan, Erzhong Li, Pan, Xiurui +15 · 6 citations
   Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques
5. EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks
   2019/08/31 by Shengwen Liang, Ying Wang, Liang, Shengwen +9 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
6. QiMeng-CodeV-R1: Reasoning-Enhanced Verilog Generation
   2025/05/30 by Zhu, Yaoyu, Huang, Di, Lyu, Hanqi +16 · 7 citations
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Programming Languages (cs.PL)
7. Large Processor Chip Model
   2025/06/03 by Chang, Kaiyan, Chen, Mingzhi, Chen, Yunji +40 · 2 citations
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR)