简 历:
郭崎,中国科学院计算技术研究所研究员,研究方向为处理器芯片、人工智能。在ACM/IEEE Trans.及ISCA、MICRO、ASPLOS、PPoPP、AAAI、IJCAI、ICML、NeurIPS等发表论文百余篇,授权国内外发明专利百余项。获中国青年五四奖章、中国科学院青年科学家奖、中国计算机学会青年科技奖等。作为主要完成人,获国家自然科学二等奖、中国科学院杰出科技成就奖等。
2019年至今:中国科学院计算技术研究所,研究员
2015年 — 2019年:中国科学院计算技术研究所,副研究员
2014年 — 2015年:CMU,博士后
2012年 — 2014年:IBM中国研究院,研究员
2007年 — 2012年:中国科学院计算技术研究所,硕博连读
2002年 — 2007年:同济大学,计算机系,本科生
主要论著:
[1] Shouyang Dong, Jun Bi, Yuanbo Wen, Xiyue Yu, Jianxing Xu, Guanglin Xu, Ling Li, Xuehai Zhou, Tianshi Chen, Qi Guo. QiMeng-Tensify: Scaling up Tensor Computation Optimization via Architecture-Aware LLM-Guided MCTS. In: Proceedings of International Symposium on Computer Architecture (ISCA), 2026.
[2] Jianxing Xu, Yuanbo Wen, Jun Bi, Ruibai Xu, Guanglin Xu, Rui Zhang, Wei Li, Ling Li, Tianshi Chen, Qi Guo, Yunji Chen. FlashAttention-T: Towards Fully Tensorized Attention by Exploiting Tensor-Vector Parallelism. In: Proceedings of ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming (PPoPP), 2026.
[3] Lei Huang, Rui Zhang, Jiaming Guo, Yang Zhang, Di Huang, Shuyao Cheng, Pengwei Jin, Chongxiao Li, Zidong Du, Xing Hu, Yunji Chen, Qi Guo. QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression. In: Proceedings of Fortieth AAAI Conference on Artificial Intelligence (AAAI), 2026.
[4] Jianxing Xu, Yuanbo Wen, Zikang Liu, Ruibai Xu, Tingfeng Ruan, Jun Bi, Rui Zhang, Di Huang, Xinkai Song, Yifan Hao, Xing Hu, Zidong Du, Chongqing Zhao, Jiang Jie, Qi Guo. Mosaic: Exploiting Instruction-Level Parallelism on Deep Learning Accelerators with iTex Tessellation. In: Proceedings of International Conference on Architectural Support of for Programming Language and Operating Systems (ASPLOS), 2025.
[5] Yi Chen, Yongwei Zhao, Yifan Hao, Yuanbo Wen, Yuntao Dai, Xiaqing Li, Yang Liu, Rui Zhang, Mo Zou, Xinkai Song, Xing Hu, Zidong Du, Huaping Chen, Qi Guo, Tianshi Chen. Cambricon-C: Efficient 4-Bit Matrix Unit via Primitivization. In: Proceedings of International Symposium on Microarchitecture (MICRO), 2024.
[6] Weihao Kong, Yifan Hao, Qi Guo, Yongwei Zhao, Xinkai Song, Xiaqing Li, Mo Zou, Zidong Du, Rui Zhang, Chang Liu, Yuanbo Wen, Pengwei Jin, Xing Hu, Wei Li, Zhiwei Xu, Tianshi Chen. Cambricon-D: Full-Network Differential Acceleration for Diffusion Models. In: Proceedings of International Symposium on Computer Architecture (ISCA), 2024.
[7] Huilai Chen, Yuanbo Wen, Limin Cheng, Shouxu Kuang, Yumeng Liu, Weijia Li, Ling Li, Rui Zhang, Xinkai Song, Wei Li, Qi Guo, Yunji Chen. AutoOS: Make Your OS More Powerful by Exploiting Large Language Models. In: Proceedings of the International Conference on Machine Learning (ICML), 2024.
[8] Shuyao Cheng, Chongxiao Li, Zidong Du, Rui Zhang, Xing Hu, Xiaqing Li, Guanglin Xu, Yuanbo Wen, Qi Guo. Revisiting Automatic Pipelining: Gate-level Forwarding and Speculation. In: Proceedings of the Design Automation Conference (DAC), 2024.
[9] Jun Bi, Qi Guo, Xiaqing Li, Yongwei Zhao, Yuanbo Wen, Yuxuan Guo, Enshuai Zhou, Xing Hu, Zidong Du, Ling Li, Huaping Chen, Tianshi Chen. Automatically constrained high-performance library generation for deep learning accelerators. In: Proceedings of International Conference on Architectural Support of for Programming Language and Operating Systems (ASPLOS), 2023.
[10] Yifan Hao, Yongwei Zhao, Chenxiao Liu, Shuyao Cheng, Xiaqing Li, Xing Hu, Zidong Du, Qi Guo, Zhiwei Xu, Tianshi Chen. Cambricon-P: A bitflow architecture for arbitrary precision computing. In: Proceedings of International Symposium on Microarchitecture (MICRO), 2022. (Best Paper Runner-Up Award)

郭崎 研究员
研究方向:
所属部门:智能处理器研究中心、处理器芯片重点实验室
导师类别:博导计算机系统结构
联系方式:guoqi@ict.ac.cn
个人网页:http://novel.ict.ac.cn/qguo