教育背景

• 博士，计算机科学与技术，浙江大学，2018年9月 - 2024年6月
• 本科 ，计算机科学与技术，浙江大学，2014年9月 - 2018年6月

工作经历

• 2024年7月 - 至今，博士后研究员，清华大学计算机科学与技术系
  主要研究方向：类脑计算、大模型与图计算
• 2020年6月 - 2020年9月，搜索推荐实习生，阿里巴巴搜索推荐事业部
  研究高效极大二分团枚举算法的优化与实现。
• 2020年5月 - 2020年12月，新型架构芯片组实习生，之江实验室
  研究硬件加速Sigmoid、Batch Normalization等操作的优化。
• 2019年6月 - 2019年9月，数字验证实习生，天数智芯公司
  负责数字电路验证与测试，协助完成芯片功能验证。

发表

1. Root-Down Exposure for Maximal Clique Enumeration on GPUs CCF A
   Zhe Pan, Peng Qu, Youhui Zhang, Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP, 2026. [PDF] [PPT]
2. Advanced Maximal Biclique Enumeration on GPUs Using Bitmaps CCF A
   Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Rui Wang, Yanlong Yin, Gang Chen, IEEE Transactions on Computers, Vol. 74, No. 8, pp. 2552-2566, August 2025. [PDF]
3. AMBEA: Aggressive Maximal Biclique Enumeration in Large Bipartite Graph Computing CCF A
   Zhe Pan, Xu Li, Shuibing He, Xuechen Zhang, Rui Wang, Yunjun Gao, Gang Chen, Xian-He Sun, IEEE Transactions on Computers, Vol. 73, No. 12, December 2024. [PDF]
4. Enumeration of Billions of Maximal Bicliques in Bipartite Graphs without Using GPUsCCF A
   Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Yanlong Yin, Rui Wang, Lidan Shou, Mingli Song, Xian-He Sun, Gang Chen, International Conference for High Performance Computing, Networking, Storage and Analysis, SC, 2024. [PDF] [PPT]
5. Efficient Maximal Biclique Enumeration on GPUsCCF A
   Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Rui Wang, Gang Chen, International Conference for High Performance Computing, Networking, Storage and Analysis, SC, 2023. [PDF] [PPT]
6. A Modular Approximation Methodology for Efficient Fixed-Point Hardware Implementation of the Sigmoid FunctionSCI Q1
   Zhe Pan, Zonghua Gu, Xiaohong Jiang, Guoquan Zhu, De Ma, IEEE Transactions on Industrial Electronics, 2022, Vol. 69, No. 10, pp. 10694-10703. [PDF]
7. VDHA: Vector-Driven Hash Aggregation for Sparse Matrix-Sparse Vector Multiplication on GPUsCCF A
   Yuchen Li, Zhe Pan, Peng Qu, Youhui Zhang, Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP, 2026. [PDF]
8. SpiderFlow: Efficient Topology-Aware Scheduling for LLM Training Across Decentralized GPU Clusters CCF A
   Zihan Chang, Shuibing He, Bo Zhou, Sheng Xiao, Siling Yang, Rui Wang, Zhe Pan, Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, ACL (1), 2026, pp. 13603-13615. [PDF]
9. Look Before You Leap: Precision Instruction Supply via SmartScout CCF B
   Xuefeng Zhang, Peng Qu, Tingji Zhang, Fang Su, Zhe Pan, Youhui Zhang, Proceedings of the 40th International Conference on Supercomputing, ICS, 2026, pp. 868-880. [PDF]
10. An FPGA-Optimized Architecture of Real-time Farneback Optical Flow
    Zhe Pan, Yuruo Jin, Xiaohong Jiang, Jian Wu, Proceedings - 28th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM, 2020. [PDF]
11. Hybrid XML Parser Based on Software and Hardware Co-design
    Zhe Pan, Xiaohong Jiang, Jian Wu, Xiang Li, Proceedings - 27th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM, 2019. [PDF]

爱好

• 爬山

  我喜欢爬山，享受大自然的风光和挑战自我的感觉。

• 游泳

  游泳是一项我非常喜欢的运动，能够放松身心并保持健康。

• 做饭

  我喜欢尝试不同的菜肴，做饭是一种让我感到放松和创造的方式。

• 笛子

  吹笛子是我放松和享受音乐的方式，音符可以让我感到平静。

• 交友

  我喜欢交朋友，分享生活中的点滴并建立真诚的关系。

Education

• Ph.D., Computer Science and Technology, Zhejiang University, Sept 2018 - Jun 2024
• B.S., Computer Science and Technology, Zhejiang University, Sept 2014 - Jun 2018

Work Experience

• Jul 2024 - Present, Postdoctoral Researcher, Department of Computer Science and Technology, Tsinghua University
  Research Focus: Brain-Inspired Computing, Large Models, and Graph Computing
• Jun 2020 - Sep 2020, Search and Recommendation Intern, Alibaba
  Research Focus: Optimizing and implementing efficient maximal biclique enumeration algorithms.
• May 2020 - Dec 2020, New Architecture Chipset Intern, Zhejiang Laboratory
  Research Focus: Hardware acceleration for Sigmoid, Batch Normalization, and related operations.
• Jun 2019 - Sep 2019, Digital Verification Intern, Iluvatar CoreX
  Responsibilities: Involved in digital circuit verification and testing, assisting in chip functionality validation.

Publications

1. Root-Down Exposure for Maximal Clique Enumeration on GPUs CCF A
   Zhe Pan, Peng Qu, Youhui Zhang, Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP, 2026. [PDF] [PPT]
2. Advanced Maximal Biclique Enumeration on GPUs Using Bitmaps CCF A
   Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Rui Wang, Yanlong Yin, Gang Chen, IEEE Transactions on Computers, Vol. 74, No. 8, pp. 2552-2566, August 2025. [PDF]
3. AMBEA: Aggressive Maximal Biclique Enumeration in Large Bipartite Graph Computing CCF A
   Zhe Pan, Xu Li, Shuibing He, Xuechen Zhang, Rui Wang, Yunjun Gao, Gang Chen, Xian-He Sun, IEEE Transactions on Computers, Vol. 73, No. 12, December 2024. [PDF]
4. Enumeration of Billions of Maximal Bicliques in Bipartite Graphs without Using GPUsCCF A
   Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Yanlong Yin, Rui Wang, Lidan Shou, Mingli Song, Xian-He Sun, Gang Chen, International Conference for High Performance Computing, Networking, Storage and Analysis, SC, 2024. [PDF] [PPT]
5. Efficient Maximal Biclique Enumeration on GPUsCCF A
   Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Rui Wang, Gang Chen, International Conference for High Performance Computing, Networking, Storage and Analysis, SC, 2023. [PDF] [PPT]
6. A Modular Approximation Methodology for Efficient Fixed-Point Hardware Implementation of the Sigmoid FunctionSCI Q1
   Zhe Pan, Zonghua Gu, Xiaohong Jiang, Guoquan Zhu, De Ma, IEEE Transactions on Industrial Electronics, 2022, Vol. 69, No. 10, pp. 10694-10703. [PDF]
7. VDHA: Vector-Driven Hash Aggregation for Sparse Matrix-Sparse Vector Multiplication on GPUsCCF A
   Yuchen Li, Zhe Pan, Peng Qu, Youhui Zhang, Proceedings of the 31st ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP, 2026. [PDF]
8. SpiderFlow: Efficient Topology-Aware Scheduling for LLM Training Across Decentralized GPU Clusters CCF A
   Zihan Chang, Shuibing He, Bo Zhou, Sheng Xiao, Siling Yang, Rui Wang, Zhe Pan, Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, ACL (1), 2026, pp. 13603-13615. [PDF]
9. Look Before You Leap: Precision Instruction Supply via SmartScout CCF B
   Xuefeng Zhang, Peng Qu, Tingji Zhang, Fang Su, Zhe Pan, Youhui Zhang, Proceedings of the 40th International Conference on Supercomputing, ICS, 2026, pp. 868-880. [PDF]
10. An FPGA-Optimized Architecture of Real-time Farneback Optical Flow
    Zhe Pan, Yuruo Jin, Xiaohong Jiang, Jian Wu, Proceedings - 28th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM, 2020. [PDF]
11. Hybrid XML Parser Based on Software and Hardware Co-design
    Zhe Pan, Xiaohong Jiang, Jian Wu, Xiang Li, Proceedings - 27th IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM, 2019. [PDF]

Hobbies

• Hiking

  I enjoy hiking, appreciating the beauty of nature and the challenge of pushing my limits.

• Swimming

  Swimming is a sport I really enjoy, as it helps me relax and stay healthy.

• Cooking

  I love experimenting with different dishes; cooking is a way for me to relax and be creative.

• Playing the Flute

  Playing the flute is my way of relaxing and enjoying music, the notes help me feel at peace.

• Making Friends

  I enjoy making friends, sharing moments of life, and building sincere relationships.