Wenji Fang

1. RTLCoder: Outperforming GPT-3.5 in Design RTL Generation with Our Open-Source Dataset and Lightweight Solution
   2023/12/14 by Shang Liu, Liu, Shang, Wenji Fang +9 · 16 citations
   Computer Science · #Advanced Data Storage Technologies #Error Correcting Code Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning and Algorithms #Programming Languages (cs.PL)
2. The Dawn of AI-Native EDA: Opportunities and Challenges of Large Circuit Models
   2024/03/12 by Lei Chen, Yiqi Chen, Zhufei Chu +36 · 1 voice · 2 citations
   Computer Science · #cs.AR #cs.ET
3. AssertLLM: Generating and Evaluating Hardware Verification Assertions from Design Specifications via Multi-LLMs
   2024/02/01 by Wenji Fang, Fang, Wenji, Mengming Li +11 · 5 citations
   Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
4. OpenLLM-RTL: Open Dataset and Benchmark for LLM-Aided Design RTL Generation
   2025/03/19 by Shang Liu, Yao Lu, Liu, Shang +7 · 8 citations
   Decision Sciences · Computer Science · #Simulation Techniques and Applications #Modeling and Simulation Systems
5. SpecLLM: Exploring Generation and Review of VLSI Design Specification with Large Language Model
   2024/01/24 by Mengming Li, Li, Mengming, Wenji Fang +5 · 3 citations
   Engineering · Materials Science · #Advancements in Photolithography Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning in Materials Science #Semiconductor materials and devices
6. CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design
   2025/05/04 by Wenji Fang, Shang Liu, Fang, Wenji +5 · 7 citations
   Computer Science · Engineering · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #VLSI and Analog Circuit Testing #VLSI and FPGA Design Techniques
7. Annotating Slack Directly on Your Verilog: Fine-Grained RTL Timing Evaluation for Early Optimization
   2024/03/27 by Wenji Fang, Fang, Wenji, Shang Liu +5 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Flexible and Reconfigurable Manufacturing Systems #Formal Methods in Verification #Hardware Architecture (cs.AR)
8. NetTAG: A Multimodal RTL-and-Layout-Aligned Netlist Foundation Model via Text-Attributed Graph
   2025/04/12 by Wenji Fang, Wenkai Li, Fang, Wenji +9 · 4 citations
   Computer Science · #Semantic Web and Ontologies #Graph Theory and Algorithms #Advanced Graph Neural Networks
9. CircuitProver: Agentic Lean 4 Theorem Proving with Reusable Circuit Proof Library for Hardware Verification
   2026/07/29 by Ziyi Yang, Wenji Fang, Chen Chen +2 · 1 voice
   Computer Science · #cs.LO #cs.AR
10. RTL-Sequencer: Towards Scalable RTL Timing Prediction with the Sequence-based Paradigm
    2026/07/17 by Ziyan Guo, Wenji Fang, Wenkai Li +3
    #cs.AR #cs.AI #cs.LG