Zhuochen Fan

Zhuochen Fan

Associate Researcher@PCL

About me

My name is Zhuochen Fan. I received my Ph.D. in computer science from Peking University (PKU), where I also continued my postdoctoral research. Prof. Tong Yang supervised me both during my Ph.D. studies and postdoctoral period. Currently, I serve as an associate researcher at Pengcheng Laboratory (PCL).

  • Research Area: New Data Structures & Algorithms in Network Measurement, Databases, Data Mining, and etc.
  • Email: fanzhch AT pcl.ac.cn or fanzc AT pku.edu.cn or zhuochen.fan AT gmail.com
  • Address: Xingke 1st Street, Xili Town, Nanshan District, Shenzhen, Guangdong, China.

News:

  • [11/2024](Paper): CuckooDuo is accepted by ICDE’25.
  • [11/2024](Paper): CuckooGraph is accepted by ICDE’25.
  • [08/2024](Funding): Win Young Scientists Fund of National Natural Science Foundation of China.
  • [08/2024](Paper): SteadySketch (journal version) is accepted by ToN.
  • [07/2024](Paper): REncoder is accepted by VLDBJ.
  • [06/2024](Funding): Win General Fund of China Postdoctoral Science Foundation.
  • [04/2024](Funding): Win Clinical Medicine plus X-Youth Special Fund of Peking University.
  • [04/2024](Paper): VisionEmbedder is accepted by ICDE’24.
  • [04/2024](Paper): M4 is accepted by ICDE’24.
  • [12/2023](Funding): Win Postdoctoral Fellowship Program of China Postdoctoral Science Foundation.
  • [07/2023](Funding): Win Special Fund of China Postdoctoral Science Foundation.
  • [07/2023](Paper): BurstBalancer (journal version) is accepted by TPDS.
  • [05/2023](Paper): OneSketch is accepted by TKDE.
  • [04/2023](Paper): PISketch (journal version) is accepted by ToN.
  • [03/2023](Paper): SteadySketch (conference version) is accepted by IWQoS’23.
  • [02/2023](Paper): X-Sketch is accepted by ICDE’23.
  • [01/2023](Paper): SSA is accepted by TIM.
  • [11/2022](Degree): Successfully passed the doctoral dissertation defense.
  • [11/2022](Paper): HoppingSketch is accepted by TKDE.
  • [09/2022](Paper): CAT-Sync is accepted by RTSS’22.
  • [08/2022](Paper): A paper on the theoretical optimization of Bloom filter is accepted by TKDE.
  • [07/2022](Paper): BurstBalancer (conference version) is accepted by ICNP’22.
  • [06/2022](Paper): PISketch (conference version) is accepted by SIGCOMM FFSPIN’22.
  • [06/2022](Paper): SHE is accepted by ICPP’22.
  • [12/2021](Paper): IDCam is accepted by WCNC’22.
  • [11/2021](Paper): PeriodicSketch is accepted by ICDE’22.

Selected Publications: (Full Publications)

  • [ICDE 2022] Zhuochen Fan, Yinda Zhang, Tong Yang, Mingyi Yan, Gang Wen, Yuhan Wu, Hongze Li, Bin Cui. PeriodicSketch: Finding Periodic Items in Data Streams. 2022 IEEE 38th International Conference on Data Engineering (ICDE). CCF-A
  • [TKDE 2023] Zhuochen Fan, Gang Wen, Zhipeng Huang, Yang Zhou, Qiaobin Fu, Tong Yang, Alex X. Liu, Bin Cui. On the Evolutionary of Bloom Filter False Positives - An Information Theoretical Approach to Optimizing Bloom Filter Parameters. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023. CCF-A
  • [RTSS 2022] Zhuochen Fan, Xiaodong Li, Yanwei Xu, Yuqing Li, Tong Yang, Steve Uhlig. Work-in-Progress: A Novel Clock Synchronization System for Large-Scale Clusters. 2022 IEEE Real-Time Systems Symposium (RTSS). CCF-A
  • [TKDE 2023] Zhuochen Fan, Yubo Zhang, Siyuan Dong, Yi Zhou, Fangyi Liu, Tong Yang, Steve Uhlig, Bin Cui. HoppingSketch: More Accurate Temporal Membership Query and Frequency Query. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023. CCF-A
  • [ICDE 2023] Zhuochen Fan, Jiarui Guo, Xiaodong Li, Tong Yang, Yikai Zhao, Yuhan Wu, Bin Cui, Yanwei Xu, Steve Uhlig, Gong Zhang. Finding Simplex Items in Data Streams. 2023 IEEE 39th International Conference on Data Engineering (ICDE). CCF-A
  • [ToN 2023] Zhuochen Fan, Zhoujing Hu, Yuhan Wu, Jiarui Guo, Sha Wang, Ruiwen Liu, Tong Yang, Yaofeng Tu, Steve Uhlig. PISketch: Finding Persistent and Infrequent Flows. IEEE/ACM Transactions on Networking (ToN), 2023. CCF-A
  • [TKDE 2023] Zhuochen Fan, Ruixin Wang, Yalun Cai, Ruwen Zhang, Tong Yang, Yuhan Wu, Bin Cui, Steve Uhlig. OneSketch: A Generic and Accurate Sketch for Data Streams. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023. CCF-A
  • [VLDBJ 2024] Zhuochen Fan, Bowen Ye, Ziwei Wang, Zheng Zhong, Jiarui Guo, Yuhan Wu, Haoyu Li, Tong Yang, Yaofeng Tu, Zirui Liu, Bin Cui. Enabling Space-Time Efficient Range Queries with REncoder. VLDB Journal, 2024. CCF-A
  • [ToN 2024] Zhuochen Fan, Xiangyuan Wang, Xiaodong Li, Jiarui Guo, Wenrui Liu, Haoyu Li, Sheng Long, Zheng Zhong, Tong Yang, Xuebin Chen, Bin Cui. SteadySketch: A High-Performance Algorithm for Finding Steady Flows in Data Streams. IEEE/ACM Transactions on Networking (ToN), 2024. CCF-A
  • [ICDE 2025] Zhuochen Fan, Yalun Cai, Zirui Liu, Jiarui Guo, Xin Fan, Tong Yang, Bin Cui. CuckooGraph: A Scalable and Space-Time Efficient Data Structure for Large-Scale Dynamic Graphs. 2025 IEEE 41st International Conference on Data Engineering (ICDE). CCF-A

Last updated: February 2025