Lei Shi

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 35

Top Topics

Visual Analytics

Fraud Detection

Top Venues

IEEE Trans. Vis. Comput. Graph.

Vis. Informatics

Publications

Yuankai Luo, Lei Shi, Xiao-Ming Wu
Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification. CoRR (2024)
Yuwen Ji, Lei Shi, Zhimeng Liu, Ge Wang
Stratified GNN Explanations through Sufficient Expansion. AAAI (2024)
Zhiguang Shan, Lei Shi, Bo Li, Yanqiang Zhang, Xiatian Zhang, Wei Chen
Empowering smart city situational awareness via big mobile data. Frontiers Inf. Technol. Electron. Eng. 25 (2) (2024)
Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi
Self-Supervised Representation Learning with Meta Comprehensive Regularization. CoRR (2024)
Yuankai Luo, Qijiong Liu, Lei Shi, Xiao-Ming Wu
Structure-aware Semantic Node Identifiers for Learning on Graphs. CoRR (2024)
Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi
Self-Supervised Representation Learning with Meta Comprehensive Regularization. AAAI (2024)
Fengli Xiao, Lei Shi
GeneticFlow: Exploring Scholar Impact with Interactive Visualization. IEEE VIS (Short Papers) (2023)
Lei Shi, Yuankai Luo, Shuai Ma, Hanghang Tong, Zhetao Li, Xiatian Zhang, Zhiguang Shan
Mobility Inference on Long-Tailed Sparse Trajectory. ACM Trans. Intell. Syst. Technol. 14 (1) (2023)
Yuankai Luo, Lei Shi, Veronika Thost
Improving Self-supervised Molecular Representation Learning using Persistent Homology. CoRR (2023)
Yuankai Luo, Lei Shi, Mufan Xu, Yuwen Ji, Fengli Xiao, Chunming Hu, Zhiguang Shan
Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs. KDD (2023)
Yuankai Luo, Lei Shi, Mufan Xu, Yuwen Ji, Fengli Xiao, Chunming Hu, Zhiguang Shan
Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs. CoRR (2023)
Yuankai Luo, Veronika Thost, Lei Shi
Transformers over Directed Acyclic Graphs. NeurIPS (2023)
Yuankai Luo, Lei Shi, Veronika Thost
Improving Self-supervised Molecular Representation Learning using Persistent Homology. NeurIPS (2023)
Lei Shi, Junnan Hu, Zhihao Tan, Jun Tao, Jiayan Ding, Yan Jin, Yanjun Wu, Paul M. Thompson
MVNet: Multi-Variate Multi-View Brain Network Comparison Over Uncertain Data. IEEE Trans. Vis. Comput. Graph. 28 (12) (2022)
Bingjing Jia, Chenglong Wang, Haiyan Zhao, Lei Shi
An Entity Linking Algorithm Derived from Graph Convolutional Network and Contextualized Semantic Relevance. Symmetry 14 (10) (2022)
Lei Shi, Congcong Huang, Meijun Liu, Jia Yan, Tao Jiang, Zhihao Tan, Yifan Hu, Wei Chen, Xiatian Zhang
UrbanMotion: Visual Analysis of Metropolitan-Scale Sparse Trajectories. IEEE Trans. Vis. Comput. Graph. 27 (10) (2021)
Lei Shi, Qi Liao, Hanghang Tong, Yifan Hu, Chaoli Wang, Chuang Lin, Weihong Qian
OnionGraph: Hierarchical topology+attribute multivariate network visualization. Vis. Informatics 4 (1) (2020)
Jia Yan, Lei Shi, Jun Tao, Xiaolong Yu, Zhou Zhuang, Congcong Huang, Rulei Yu, Purui Su, Chaoli Wang, Yang Chen
Visual Analysis of Collective Anomalies Using Faceted High-Order Correlation Graphs. IEEE Trans. Vis. Comput. Graph. 26 (7) (2020)
Yucheng Huang, Lei Shi, Yue Su, Yifan Hu, Hanghang Tong, Chaoli Wang, Tong Yang, Deyun Wang, Shuo Liang
Eiffel: Evolutionary Flow Map for Influence Graph Visualization. IEEE Trans. Vis. Comput. Graph. 26 (10) (2020)
Lei Shi
Mobility Inference on Long-Tailed Sparse Trajectory. CoRR (2020)
Jiao Sun, Yin Li, Charley Chen, Jihae Lee, Xin Liu, Zhongping Zhang, Ling Huang, Lei Shi, Wei Xu
FDHelper: Assist Unsupervised Fraud Detection Experts with Interactive Feature Selection and Evaluation. CHI (2020)
Fangzhou Guo, Tianlong Gu, Wei Chen, Feiran Wu, Qi Wang, Lei Shi, Huamin Qu
Visual Exploration of Air Quality Data with a Time-correlation-partitioning Tree Based on Information Theory. ACM Trans. Interact. Intell. Syst. 9 (1) (2019)
Lei Shi, Zhiyang Teng, Le Wang, Yue Zhang, Alexander Binder
DeepClue: Visual Interpretation of Text-Based Deep Stock Prediction. IEEE Trans. Knowl. Data Eng. 31 (6) (2019)
Yifan Hu, Lei Shi, Qingsong Liu
A Coloring Algorithm for Disambiguating Graph and Map Drawings. IEEE Trans. Vis. Comput. Graph. 25 (2) (2019)
Jun Tao, Chaoli Wang, Nitesh V. Chawla, Lei Shi, Seung Hyun Kim
Semantic Flow Graph: A Framework for Discovering Object Relationships in Flow Fields. IEEE Trans. Vis. Comput. Graph. 24 (12) (2018)
Lei Shi, Hanghang Tong, Madelaine Daianu, Feng Tian, Paul M. Thompson
Visual Analysis of Brain Networks Using Sparse Regression Models. ACM Trans. Knowl. Discov. Data 12 (1) (2018)
Jun Tao, Lei Shi, Zhou Zhuang, Congcong Huang, Rulei Yu, Purui Su, Chaoli Wang, Yang Chen
Visual Analysis of Collective Anomalies Through High-Order Correlation Graph. PacificVis (2018)
Rulei Yu, Lei Shi
A user-based taxonomy for deep learning visualization. Vis. Informatics 2 (3) (2018)
Jiao Sun, Qixin Zhu, Zhifei Liu, Xin Liu, Jihae Lee, Zhigang Su, Lei Shi, Ling Huang, Wei Xu
FraudVis: Understanding Unsupervised Fraud Detection Algorithms. PacificVis (2018)
Lei Shi, Tao Jiang, Ye Zhao, Xiatian Zhang, Yao Lu
UrbanFACET: Visually Profiling Cities from Mobile Device Recorded Movement Data of Millions of City Residents. CoRR (2017)
Xinsong Yang, Lei Shi, Madelaine Daianu, Hanghang Tong, Qingsong Liu, Paul M. Thompson
Blockwise Human Brain Network Visual Comparison Using NodeTrix Representation. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Yuan Xuan, Yang Chen, Huiying Li, Pan Hui, Lei Shi
LBSNShield: Malicious Account Detection in Location-Based Social Networks. CSCW Companion (2016)
Lei Shi, Sibai Sun, Yuan Xuan, Yue Su, Hanghang Tong, Shuai Ma, Yang Chen
TOPIC: Toward perfect Influence Graph Summarization. ICDE (2016)
Le Wang, Yue Zhang, Lei Shi
Hyperbolic Dependency Tree Visualization for Parser Evaluation. Int. J. Softw. Informatics 10 (3) (2016)
Lei Shi, Hanghang Tong, Chaoli Wang, Leman Akoglu
ACM DAVA'16: 2nd International Workshop on DAta mining meets Visual Analytics at Big Data Era. CIKM (2016)
Lei Shi, Hanghang Tong, Xinzhu Mu
BrainQuest: Perception-Guided Brain Network Comparison. ICDM (2015)
Le Wang, Jiangtao Gong, Lei Shi
OLAP Visual Analytics on Large Software Call Graphs with Hierarchical ChordMap. ICDM Workshops (2015)
Qingsong Liu, Yifan Hu, Lei Shi, Xinzhu Mu, Yutao Zhang, Jie Tang
EgoNetCloud: Event-based egocentric dynamic network visualization. VAST (2015)
Lei Shi, Hanghang Tong, Jie Tang, Chuang Lin
VEGAS: Visual influEnce GrAph Summarization on Citation Networks. IEEE Trans. Knowl. Data Eng. 27 (12) (2015)
Yue Su, Sibai Sun, Yuan Xuan, Lei Shi
Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization. ICDM Workshops (2015)
Lei Shi, Chen Wang, Zhen Wen, Huamin Qu, Chuang Lin, Qi Liao
1.5D Egocentric Dynamic Network Visualization. IEEE Trans. Vis. Comput. Graph. 21 (5) (2015)
Tao Zhang, Qi Liao, Lei Shi
Bridging the Gap of Network Management and Anomaly Detection through Interactive Visualization. PacificVis (2014)
Lei Shi, Hanghang Tong, Jie Tang, Chuang Lin
Flow-based Influence Graph Visual Summarization. CoRR (2014)
Tao Zhang, Qi Liao, Lei Shi, Weishan Dong
Analyzing Spatiotemporal Anomalies through Interactive Visualization. Informatics 1 (1) (2014)
Yifan Hu, Lei Shi
A Coloring Algorithm for Disambiguating Graph and Map Drawings. CoRR (2014)
Lei Shi, Hanghang Tong, Jie Tang, Chuang Lin
Flow-Based Influence Graph Visual Summarization. ICDM (2014)
Weishan Dong, Renjie Yao, Chunyang Ma, Changsheng Li, Lei Shi, Lu Wang, Yu Wang, Peng Gao, Junchi Yan
Maximizing Multi-scale Spatial Statistical Discrepancy. CIKM (2014)
Lei Shi, Qi Liao, Hanghang Tong, Yifan Hu, Yue Zhao, Chuang Lin
Hierarchical Focus+Context Heterogeneous Network Visualization. PacificVis (2014)
Yifan Hu, Lei Shi
A Coloring Algorithm for Disambiguating Graph and Map Drawings. Graph Drawing (2014)
Lei Shi, Qi Liao, Xiaohua Sun, Yarui Chen, Chuang Lin
Scalable network traffic visualization using compressed graphs. IEEE BigData (2013)
Qinying Liao, Lei Shi
She gets a sports car from our donation: rumor transmission in a Chinese microblogging community. CSCW (2013)
Qi Liao, Lei Shi, Chen Wang
Visual analysis of large-scale network anomalies. IBM J. Res. Dev. 57 (3/4) (2013)
Ching-Yung Lin, Lynn Wu, Zhen Wen, Hanghang Tong, Vicky Griffiths-Fisher, Lei Shi, David M. Lubensky
Social Network Analysis in Enterprise. Proc. IEEE 100 (9) (2012)
Tao Zhang, Qi Liao, Lei Shi
3D anomaly bar visualization for large-scale network: VAST 2012 Mini Challenge #1. IEEE VAST (2012)
Weishan Dong, Wei Fan, Lei Shi, Changjin Zhou, Xifeng Yan
A general framework to encode heterogeneous information sources for contextual pattern mining. CIKM (2012)
Weishan Dong, Xin Zhang, Li Li, Changhua Sun, Lei Shi, Wei Sun
Detecting Irregularly Shaped Significant Spatial and Spatio-Temporal Clusters. SDM (2012)
Dongxu Duan, Weihong Qian, Shimei Pan, Lei Shi, Chuang Lin
VISA: a visual sentiment analysis system. VINCI (2012)
Lei Shi, Bin Liu, Changhua Sun, Zhengyu Yin, Laxmi N. Bhuyan, H. Jonathan Chao
Load-Balancing Multipath Switching System with Flow Slice. IEEE Trans. Computers 61 (3) (2012)
Lei Shi, Qi Liao, Chunxin Yang
Investigating network traffic through compressed graph visualization: VAST 2012 Mini Challenge 2 award: "Good adaptation of graph analysis techniques". IEEE VAST (2012)
Lei Shi, Qi Liao, Yuan He, Rui Li, Aaron Striegel, Zhong Su
SAVE: Sensor anomaly visualization engine. IEEE VAST (2011)
Lei Shi, Chen Wang, Zhen Wen
Dynamic network visualization in 1.5D. PacificVis (2011)
Qi Liao, Lei Shi, Yuan He, Rui Li, Zhong Su, Aaron Striegel, Yunhao Liu
Visualizing anomalies in sensor networks. SIGCOMM (2011)
Lei Shi, Furu Wei, Shixia Liu, Li Tan, Xiaoxiao Lian, Michelle X. Zhou
Understanding text corpora with multiple facets. IEEE VAST (2010)
Furu Wei, Shixia Liu, Yangqiu Song, Shimei Pan, Michelle X. Zhou, Weihong Qian, Lei Shi, Li Tan, Qiang Zhang
TIARA: a visual exploratory text analytic system. KDD (2010)
Sreeram Balakrishnan, Vivian Chu, Mauricio A. Hernández, Howard Ho, Rajasekar Krishnamurthy, Shixia Liu, Jan Pieper, Jeffrey S. Pierce, Lucian Popa, Christine Robson, Lei Shi, Ioana Roxana Stanoi, Edison L. Ting, Shivakumar Vaithyanathan, Huahai Yang
Midas: integrating public financial data. SIGMOD Conference (2010)
Lei Shi, Weihong Qian, Furu Wei, Li Tan
VisWorks text and network visual analytics: VAST 2010 Mini Challenge 1 award: "Effective interactive visualization of document contents". IEEE VAST (2010)
Chen Wang, Yibo Zhang, Xiaohan Chen, Zhiyu Liu, Lei Shi, Guang Chen, F. Qiu, Chun Ying, Wei Lu
A behavior-based SMS antispam system. IBM J. Res. Dev. 54 (6) (2010)
Lei Shi, Wenjie Li, Bin Liu
Flow-based packet-mode load-balancing for parallel packet switches. J. High Speed Networks 17 (2) (2010)
Lei Shi, Nan Cao, Shixia Liu, Weihong Qian, Li Tan, Guodong Wang, Jimeng Sun, Ching-Yung Lin
HiMap: Adaptive visualization of large-scale online social networks. PacificVis (2009)
Changhua Sun, Bin Liu, Lei Shi
Efficient and Low-Cost Hardware Defense Against DNS Amplification Attacks. GLOBECOM (2008)
Chuanxiong Guo, Haitao Wu, Kun Tan, Lei Shi, Yongguang Zhang, Songwu Lu
Dcell: a scalable and fault-tolerant network structure for data centers. SIGCOMM (2008)
Lei Shi, Changbin Liu, Bin Liu
Network utility maximization for triple-play services. Comput. Commun. 31 (10) (2008)
Lei Shi, Mohammad Banikazemi, Qing Bo Wang
Iceberg: An Image Streamer for Space and Time Efficient Provisioning of Virtual Machines. ICPP Workshops (2008)
Yue Zhang, Bin Liu, Lei Shi, Jingnan Yao, Laxmi N. Bhuyan
Quantum-Adaptive Scheduling for Multi-Core Network Processors. ICDCS (2008)
Changbin Liu, Lei Shi, Bin Liu
Utility-Based Bandwidth Allocation for Triple-Play Services. ECUMN (2007)
Lei Shi, Yue Zhang, Jianming Yu, Bo Xu, Bin Liu, Jun Li
On the Extreme Parallelism Inside Next-Generation Network Processors. INFOCOM (2007)
Lei Shi, Bin Liu, Changhua Sun, Zhengyu Yin, Laxmi N. Bhuyan, H. Jonathan Chao
Flow-slice: a novel load-balancing scheme for multi-path switching systems. ANCS (2007)
Changhua Sun, Lei Shi, Chengchen Hu, Bin Liu
DRR-SFF: A Practical Scheduling Algorithm to Improve the Performance of Short Flows. ICNS (2007)
Lei Shi, Gao Xia, Bin Liu
Performance Guarantees for Flow-Mapping Parallel Packet Switch. IPCCC (2007)
Lei Shi, Bin Liu, Wenjie Li, Beibei Wu, Yunhao Liu
DS-PPS: A Practical Framework to Guarantee Differentiated QoS in Terabit Routers with Parallel Packet Switch. INFOCOM (2006)
Wenjie Li, Lei Shi, Yang Xu, Bin Liu
Efficient Approach to Merge and Segment IP Packets. ICCNMC (2005)
Wenjie Li, Bin Liu, Lei Shi, Yang Xu, Dapeng Wu
Preemptive Packet-Mode Scheduling to Improve TCP Performance. IWQoS (2005)