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Bingsheng He

National University of Singapore

73H-index
614Paper Count
2.1WCitation Count
Published Papers 103
Publication Date
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Efficient Densest Flow Queries in Transaction Flow Networks
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-04-02
err0
PREAI
errJiaxin Jiang; Yunxiang Zhao; Lyu Xu; Byron Choi; Bingsheng He; Shixuan Sun; Jia Chen
errShare
errSave
Geometric Partition for Billion-Scale Approximate Nearest Neighbor Search
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-02-24
err0
PREAI
errYujian Fu; Cheng Chen; Yao Chen; Weng-Fai Wong; Bingsheng He
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errSave
ComStar: Compression-Aware Stream Query for Heterogeneous Hybrid Architecture
errIEEE Transactions on Parallel and Distributed Systems
IF6
err2026-02-06
err0
PREAI
errYani Liu; Feng Zhang; Yu Zhang; Shuhao Zhang; Bingsheng He; Jianhua Wang; Jidong Zhai; Xiaoyong Du
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errSave
QoS Awareness and Improved Throughput of Point Cloud Services With Dynamic Workloads
errIEEE Transactions on Computers
IF3.8
err2025-12-23
err0
PREAI
errKaihua Fu; Jiuchen Shi; Yao Chen; Quan Chen; Weng-Fai Wong; Wei Wang; Bingsheng He; Minyi Guo
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errSave
Efficient KV Cache Spillover Management on Memory-Constrained GPU for LLM Inference
errIEEE Transactions on Parallel and Distributed Systems
IF6
err2025-10-31
err0
PREAI
errJiazhi Jiang; Yao Chen; Zining Zhang; Bingsheng He; Pingyi Luo; Mian Lu; Yuqiang Chen; Hongbing Zhang; Jiangsu Du; Dan Huang; Yutong Lu
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errSave
A comprehensive taxonomy of prompt engineering techniques for large language models
errFrontiers of Computer Science
IF4.6
err2025-10-28
err0
errOAAI
errYao-Yang Liu; Zhen Zheng; Feng Zhang; Jin-Cheng Feng; Yi-Yang Fu; Ji-Dong Zhai; Bing-Sheng He; Xiao Zhang; Xiao-Yong Du
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errSave
BLITZ: A Flexible and Efficient Graph Mining System
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-10-23
err0
PREAI
errYuhang Chen; Shixuan Sun; Jiaxin Jiang; Bingsheng He; Yuchen Li
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errSave
SSD: Self-Supervised Distillation for Heterophilic Graph Representation Learning
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-10-15
err0
PREAI
errYuan Gao; Yuchen Li; Bingsheng He; Hezhe Qiao; Guoguo Ai; Hui Yan
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errSave
ML-Asset Management: Curation, Discovery, and Utilization
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2025-08-01
err0
errOAAI
errWang, Mengying; Duan, Moming; Huang, Yicong; Li, Chen; He, Bingsheng; Wu, Yinghui
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errSave
RICH: Real-time Identification of negative Cycles for High-efficiency Arbitrage
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2025-07-01
err0
PREAI
errLuo, Bingqiao; Jiang, Jiaxin; Chen, Yuhang; Hou, Junyi; Tey, Cheng Jun; Qiu, Ziyang; He, Bingsheng; Xiao, Spencer; Ong, Dominic; Ang, Wee Howe
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errSave
Efficient Graph Data Access for Out-of-Memory GPU Streaming Graph Processing
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2025-07-01
err0
PREAI
errWang, Qiange; Yan, Yongze; Tan, Hongshi; Chen, Cheng; Zhao, Cheng; Tian, Jiaming; Jiang, Jiaxin; Cong, Xiaoliang; Zhang, Yanfeng; Yu, Ge; Wong, Weng-Fai; He, Bingsheng
errShare
errSave
Breaking the Edge: Enabling Efficient Neural Network Inference on Integrated Edge Devices
errIEEE Transactions on Cloud Computing
IF5
err2025-04-01
err0
PREAI
errFeng Zhang; Chenyang Zhang; Jiawei Guan; Qiangjun Zhou; Kuangyu Chen; Xiao Zhang; Bingsheng He; Jidong Zhai; Xiaoyong Du
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errSave
Efficient Heterogeneous Graph Learning via Random Projection
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-12-01
err1
errOAAI
errHu, Jun; Hooi, Bryan; He, Bingsheng
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errSave
Practical Vertical Federated Learning With Unsupervised Representation Learning
errIEEE TRANSACTIONS ON BIG DATA
IF5.7
err2024-12-01
err5
errOAAI
errWu, Zhaomin; Li, Qinbin; He, Bingsheng
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errSave
Optimizing the Number of Clusters for Billion-Scale Quantization-Based Nearest Neighbor Search
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-11-01
err0
PREAI
errFu, Yujian; Chen, Cheng; Chen, Xiaohui; Wong, Weng-Fai; He, Bingsheng
errShare
errSave
A Survey on Concurrent Processing of Graph Analytical Queries: Systems and Algorithms
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-11-01
err0
PREAI
errLi, Yuchen; Sun, Shixuan; Xiao, Hanhua; Ye, Chang; Lu, Shengliang; He, Bingsheng
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errSave
Spade plus : A Generic Real-Time Fraud Detection Framework on Dynamic Graphs
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-11-01
err0
PREAI
errJiang, Jiaxin; Chen, Yuhang; He, Bingsheng; Chen, Min; Chen, Jia
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errSave
Large-Scale Graph Label Propagation on GPUs
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-10-01
err1
errOAAI
errYe, Chang; Li, Yuchen; He, Bingsheng; Li, Zhao; Sun, Jianling
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errSave
LLM-PBE: Assessing Data Privacy in Large Language Models
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2024-08-30
err1
PREAI
errLi, Qinbin; Hong, Junyuan; Xie, Chulin; Tan, Jeffrey; Xin, Rachel; Hou, Junyi; Yin, Xavier; Wang, Zhun; Hendrycks, Dan; Wang, Zhangyang; Li, Bo; He, Bingsheng; Song, Dawn
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errSave
Introduction to distributed and parallel processing of big spatiotemporal data
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-02-01
err0
PREAI
errShang, Shuo; He, Bingsheng; Wang, Lizhe
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errSave

Research Directions

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Co-authors
Cooperation Journals
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Lei Zhang
H-index: 145 · Papers: 1.7K
D
Dawn Song
H-index: 118 · Papers: 560
J
Jie He
H-index: 90 · Papers: 948
H
Hai Yang
H-index: 89 · Papers: 632
L
Lizhe Wang
H-index: 82 · Papers: 788
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