I am a third-year PhD student in School of Computer Science at Peking University, advised by Prof. Bin Cui and Prof. Tong Yang. My research interest lies in interesting data structures and probablistic algorithms, as well as their application in network measurement, network management, streaming data mining, and distributed machine learning systems.
I received my B.S. degree in Computer Science from Yuanpei College , Peking University in 2021.
I have been working as a research intern at Datacom Forwarding Algorithm Lab of Huawei, Beijing, since Oct. 2021.
SIGMODCAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation ModelsIn Proceedings of the 2024 ACM International Conference on Management of Data (SIGMOD), Jun 2024
TPDSBurstBalancer: Do Less, Better Balance for Large-scale Data Center TrafficIEEE Transactions on Parallel and Distributed Systems, Jul 2023
SIGMODTreeSensing: Linearly Compressing Sketches with FlexibilityIn Proceedings of the 2023 ACM International Conference on Management of Data (SIGMOD), Jun 2023
ICDEHyperCalm Sketch: One-pass Mining Periodic Batches in Data StreamsIn Proceedings of the IEEE 39th International Conference on Data Engineering (ICDE), Apr 2023