Publications

Wenji Fang, Wenkai Li, Shang Liu, Yao Lu, Hongce Zhang, Zhiyao Xie (2025). NetTAG: A Multimodal RTL-and-Layout-Aligned Netlist Foundation Model via Text-Attributed Graph. In DAC.

Shang Liu, Jing Wang, Wenji Fang, Zhiyao Xie (2025). SynCircuit: Automated Generation of New Synthetic RTL Circuits Can Enable Big Data in Circuits. In DAC.

Wenkai Li, Yao Lu, Wenji Fang, Jing Wang, Qijun Zhang, Zhiyao Xie (2025). ATLAS: A Self-Supervised and Cross-Stage Netlist Power Model for Fine-Grained Time-Based Layout Power Analysis. In DAC.

Wenji Fang, Shang Liu, Jing Wang, Zhiyao Xie (2025). CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design. In ICLR.

Shang Liu, Wenji Fang, Yao Lu, Qijun Zhang, Zhiyao Xie (2025). Towards Big Data in AI for EDA Research: Generation of New Pseudo Circuits at RTL Stage. In ASP-DAC.

Zhiyuan Yan, Wenji Fang, Mengming Li, Min Li, Shang Liu, Zhiyao Xie, Hongce Zhang (2025). AssertLLM: Generating Hardware Verification Assertions from Design Specifications via Multi-LLMs. In ASP-DAC.

Wenji Fang, Shang Liu, Hongce Zhang, Zhiyao Xie (2025). A Self-Supervised, Pre-Trained, and Cross-Stage-Aligned Circuit Encoder Provides a Foundation for Various Design Tasks. In ASP-DAC.

Wenji Fang, Yao Lu, Shang Liu, Qijun Zhang, Ceyu Xu, Lisa Wu Wills, Hongce Zhang, Zhiyao Xie (2025). Transferable Pre-Synthesis PPA Estimation for RTL Designs With Data Augmentation Techniques. In TCAD.

Shang Liu, Wenji Fang, Yao Lu, Jing Wang, Qijun Zhang, Hongce Zhang, Zhiyao Xie (2025). RTLCoder: Fully Open-Source and Efficient LLM-Assisted RTL Code Generation Technique. In TCAD.

Lei Chen, Yiqi Chen, Zhufei Chu, Wenji Fang, Tsung-Yi Ho, Ru Huang, Sadaf Khan, Min Li, Xingquan Li, Yu Li, Yun Liang, Jinwei Liu, Yi Liu, Yibo Lin, Guojie Luo, Hongyang Pan, Zhengyuan Shi, Guangyu Sun, Dimitrios Tsaras, Runsheng Wang, Ziyi Wang, Xinming Wei, Zhiyao Xie, Qiang Xu, Chenhao Xue, Junchi Yan, Jun Yang, Bei Yu, Mingxuan Yuan, Evangeline F.Y. Young, Xuan Zeng, Haoyi Zhang, Zuodong Zhang, Yuxiang Zhao, Hui-Ling Zhen, Ziyang Zheng, Binwu Zhu, Keren Zhu, Sunan Zou (2024). Large circuit models: opportunities and challenges. In SCIS.