Publications

Journals

[J2] Theseus: Exploring efficient wafer-scale chip design for large language models, Jingchen Zhu, Chenhao Xue, Yiqi Chen, Zhao Wang, Chen Zhang, Yu Shen, Yifan Chen, Zekang Cheng, Yu Jiang, Tianqi Wang, Yibo Lin, Wei Hu, Bin Cui, Runsheng Wang, Yun Liang, and Guangyu Sun. In the IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), May, 2025.

[J1] Large circuit models: opportunities and challenges, Lei Chen, Yiqi Chen, Zhufei Chu, Wenji Fang, Tsung-Yi Ho, Ru Huang, Yu 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 FY Young, Xuan Zeng, Haoyi Zhang, Zuodong Zhang, Yuxiang Zhao, Hui-Ling Zhen, Ziyang Zheng, Binwu Zhu, Keren Zhu, Sunan Zou. In the Science China Information Sciences, Oct, 2024.

Conference Papers

[C9] MMCircuitEval: A Comprehensive Multimodal Circuit-Focused Benchmark for Evaluating LLMs, Chenchen Zhao, Zhengyuan Shi, Xiangyu Wen, Chengjie Liu, Yi Liu, Yunhao Zhou, Yuxiang Zhao, Hefei Feng, Yinan Zhu, Gwok-Waa Wan, Xin Cheng, Weiyu Chen, Yongqi Fu, Chujie Chen, Chenhao Xue, Ying Wang, Yibo Lin, Jun Yang, Ning Xu, Xi Wang and Qiang Xu. In the Proceedings of International Conference on Computer-Aided Design (ICCAD), Oct, 2025.

[C8] Orthrus: Dual-Loop Automated Framework for System-Technology Co-Optimization, Yi Ren, Baokang Peng, Chenhao Xue, Kairong Guo, Yukun Wang, Guoyao Cheng, Yibo Lin, Lining Zhang and Guangyu Sun. In the Proceedings of International Conference on Computer-Aided Design (ICCAD), Oct, 2025.

[C7] ForgeEDA: A Comprehensive Multimodal Dataset for Advancing EDA, Zhengyuan Shi, Zeju Li, Chengyu Ma, Yunhao Zhou, Ziyang Zheng, Jiawei Liu, Hongyang Pan, Lingfeng Zhou, Kezhi Li, Jiaying Zhu, Lingwei Yan, Zhiqiang He, Chenhao Xue, Wentao Jiang, Fan Yang, Guangyu Sun, Xiaoyan Yang, Gang Chen, Chuan Shi, Zhufei Chu, Jun Yang, Qiang Xu. In the Proceedings of International Symposium of Electronic Design Automation (ISEDA), May, 2025.

[C6] DiffuSE: Cross-Layer Design Space Exploration of DNN Accelerator via Diffusion-Driven Optimization, Yi Ren, Chenhao Xue, Jiaxing Zhang, Chen Zhang, Qiang Xu, Yibo Lin, Lining Zhang, Guangyu Sun. In the Proceedings of International Symposium of Electronic Design Automation (ISEDA), May, 2025.

[C5] DOMAC: Differentiable Optimization for High-Speed Multipliers and Multiply-Accumulators, Chenhao Xue, Yi Ren, Jinwei Zhou, Kezhi Li, Chen Zhang, Yibo Lin, Lining Zhang, Qiang Xu, Guangyu Sun. In the Proceedings of International Symposium of Electronic Design Automation (ISEDA), May, 2025.

[C4] A Software-Hardware Co-design Solution for 3D Inner Structure Reconstruction, Xingchen Li, Zhe Zhou, Qilin Zheng, Guangyu Sun, Qiankun Wang, and Chenhao Xue. In the Proceedings of Design Automation Conference (DAC), Jun, 2024.

[C3] Oltron: Software-Hardware Co-design for Outlier-Aware Quantization of LLMs with Inter-/Intra-Layer Adaptation, Chenhao Xue, Chen Zhang, Xun Jiang, ZhuTianYa Gao, Yibo Lin, and Guangyu Sun. In the Proceedings of Design Automation Conference (DAC), Jun, 2024.

[C2] Latency-aware Spatial-wise Dynamic Networks, Yizeng Han, Zhihang Yuan, Yifan Pu, Chenhao Xue, Shiji Song, Guangyu Sun, and Gao Huang. In the Proceedings of Advances in Neural Information Processing Systems (NIPS), Nov, 2022.

[C1] PTQ4ViT: Post-training Quantization for Vision Transformers with Twin Uniform Quantization, Zhihang Yuan, Chenhao Xue, Yiqi Chen, Qiang Wu, and Guangyu Sun. In the Proceedings of European Conference on Computer Vision (ECCV), Oct, 2022.