Kaiyan Chang

PhD student, Institute of Computing Technology, CAS

Joined

February 2023

Names

Kaiyan Chang (Preferred)

Emails

****@live.com (Confirmed)

Personal Links

ORCID

Semantic Scholar

Career & Education History

PhD student

Institute of Computing Technology, CAS (ict.cas.cn)

2021 – Present

Undergrad student

Institute of Computing technology, University of Electronic Science and Technology of China (uestc.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

A data-centric chip design agent framework for Verilog code generation
Kaiyan Chang, Wenlong Zhu, Kun Wang, Xinyang He, Nan Yang, Zhirong Chen, Dantong Jin, Cangyuan Li, Yunhao Zhou, Hao Yan, Zhuoliang Zhao, Yuan Cheng, Mengdi Wang, Shengwen Liang, Yinhe Han, Xiaowei Li, Huawei Li, Ying Wang
- ACM Trans. Design Autom. Electr. Syst. 2025
- Readers: Everyone
AutoSilicon: Scaling Up RTL Design Generation Capability of Large Language Models
Cangyuan Li, Chujie Chen, Yudong Pan, Wenjun Xu, Yiqi Liu, Kaiyan Chang, Yujie Wang, Mengdi Wang, Huawei Li, Yinhe Han, Ying Wang
- ACM Trans. Design Autom. Electr. Syst. 2025
- Readers: Everyone
LLMulator: Generalizable Cost Modeling for Dataflow Accelerators with Input-Adaptive Control Flow
Kaiyan Chang, Wenlong Zhu, Shengwen Liang, Huawei Li, Ying Wang
- CoRR 2025
- Readers: Everyone
ChipSeek-R1: Generating Human-Surpassing RTL with LLM via Hierarchical Reward-Driven Reinforcement Learning
Zhirong Chen, Kaiyan Chang, Zhuolin Li, Xinyang He, Chujie Chen, Cangyuan Li, Mengdi Wang, Haobo Xu, Yinhe Han, Ying Wang
- CoRR 2025
- Readers: Everyone
Large Processor Chip Model
Kaiyan Chang, Mingzhi Chen, Yunji Chen, Zhirong Chen, Dongrui Fan, Junfeng Gong, Nan Guo, Yinhe Han, Qinfen Hao, Shuo Hou, Xuanjing Huang, Pengwei Jin, Changxin Ke, Cangyuan Li, Guangli Li, Huawei Li, Kuan Li, Naipeng Li, Shengwen Liang, Cheng Liu et al. (23 additional authors not shown)
- CoRR 2025
- Readers: Everyone
RTLMarker: Protecting LLM-Generated RTL Copyright via a Hardware Watermarking Framework
Kun Wang, Kaiyan Chang, Mengdi Wang, Xingqi Zou, Haobo Xu, Yinhe Han, Ying Wang
- ASP-DAC 2025
- Readers: Everyone
RTLMarker: Protecting LLM-Generated RTL Copyright via a Hardware Watermarking Framework
Kun Wang, Kaiyan Chang, Mengdi Wang, Xinqi Zou, Haobo Xu, Yinhe Han, Ying Wang
- CoRR 2025
- Readers: Everyone
Natural language is not enough: Benchmarking multi-modal generative AI for Verilog generation
Kaiyan Chang, Zhirong Chen, Yunhao Zhou, Wenlong Zhu, Kun Wang, Haobo Xu, Cangyuan Li, Mengdi Wang, Shengwen Liang, Huawei Li, Yinhe Han, Ying Wang
- ICCAD 2024
- Readers: Everyone
Data is all you need: Finetuning LLMs for Chip Design via an Automated design-data augmentation framework
Kaiyan Chang, Kun Wang, Nan Yang, Ying Wang, Dantong Jin, Wenlong Zhu, Zhirong Chen, Cangyuan Li, Hao Yan, Yunhao Zhou, Zhuoliang Zhao, Yuan Cheng, Yudong Pan, Yiqi Liu, Mengdi Wang, Shengwen Liang, Yinhe Han, Huawei Li, Xiaowei Li
- DAC 2024
- Readers: Everyone

View all 15 publications

Co-Authors

View all 74 co-authors