Lei Shi

98 papers A* 22A 7B 8C 2Misc 2Journal 41Unranked 16
YearRankTypeTitle / Venue / Authors
2025 A* conf
Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence.
ICML
Yuankai Luo, Lei Shi, Xiao-Ming Wu
2025 J jnl
GeneticPrism: Multifaceted Visualization of Citation-Based Scholarly Research Evolution.
IEEE Trans. Vis. Comput. Graph.
Ye Sun, Zipeng Liu, Yuankai Luo, Lei Xia, Lei Shi
2025 J jnl
KDA: Knowledge Distillation Adversarial Framework With Vision Foundation Models for Landslide Segmentation.
IEEE Geosci. Remote. Sens. Lett.
Shijie Wang, Lulin Li, Xuan Dong, Lei Shi, Pin Tao
2025 A* conf
Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning.
ICLR
Yuankai Luo, Hongkang Li, Qijiong Liu, Lei Shi, Xiao-Ming Wu
2025 J jnl
Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple Architectures Meet Excellence.
CoRR
Yuankai Luo, Lei Shi, Xiao-Ming Wu
2024 A* conf
Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification.
NeurIPS
Yuankai Luo, Lei Shi, Xiao-Ming Wu
2024 J jnl
Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification.
CoRR
Yuankai Luo, Lei Shi, Xiao-Ming Wu
2024 J jnl
Empowering smart city situational awareness via big mobile data.
Frontiers Inf. Technol. Electron. Eng.
Zhiguang Shan, Lei Shi, Bo Li, Yanqiang Zhang, Xiatian Zhang, Wei Chen
2024 A* conf
Enhancing Graph Transformers with Hierarchical Distance Structural Encoding.
NeurIPS
Yuankai Luo, Hongkang Li, Lei Shi, Xiao-Ming Wu
2024 J jnl
GeneticPrism: Multifaceted Visualization of Scientific Impact Evolutions.
CoRR
Ye Sun, Zipeng Liu, Yuankai Luo, Lei Xia, Lei Shi
2024 A* conf
Self-Supervised Representation Learning with Meta Comprehensive Regularization.
AAAI
Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi
2024 J jnl
Self-Supervised Representation Learning with Meta Comprehensive Regularization.
CoRR
Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi
2024 A* conf
Stratified GNN Explanations through Sufficient Expansion.
AAAI
Yuwen Ji, Lei Shi, Zhimeng Liu, Ge Wang
2024 J jnl
Structure-aware Semantic Node Identifiers for Learning on Graphs.
CoRR
Yuankai Luo, Qijiong Liu, Lei Shi, Xiao-Ming Wu
2023 J jnl
Contrastive learning with semantic consistency constraint.
Image Vis. Comput.
Huijie Guo, Lei Shi
2023 — conf
GeneticFlow: Exploring Scholar Impact with Interactive Visualization.
IEEE VIS (Short Papers)
Fengli Xiao, Lei Shi
2023 — conf
How "Applied" is Fifteen Years of VAST conference?
IEEE VIS (Short Papers)
Lei Shi, Lei Xia, Zipeng Liu, Ye Sun, Huijie Guo, Klaus Mueller
2023 A* conf
Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs.
KDD
Yuankai Luo, Lei Shi, Mufan Xu, Yuwen Ji, Fengli Xiao, Chunming Hu, Zhiguang Shan
2023 J jnl
Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs.
CoRR
Yuankai Luo, Lei Shi, Mufan Xu, Yuwen Ji, Fengli Xiao, Chunming Hu, Zhiguang Shan
2023 A* conf
Improving Self-supervised Molecular Representation Learning using Persistent Homology.
NeurIPS
Yuankai Luo, Lei Shi, Veronika Thost
2023 J jnl
Improving Self-supervised Molecular Representation Learning using Persistent Homology.
CoRR
Yuankai Luo, Lei Shi, Veronika Thost
2023 J jnl
Mobility Inference on Long-Tailed Sparse Trajectory.
ACM Trans. Intell. Syst. Technol.
Lei Shi, Yuankai Luo, Shuai Ma, Hanghang Tong, Zhetao Li, Xiatian Zhang, Zhiguang Shan
2023 A* conf
Transformers over Directed Acyclic Graphs.
NeurIPS
Yuankai Luo, Veronika Thost, Lei Shi
2023 Misc conf
Ultimate Negative Sampling for Contrastive Learning.
ICASSP
Huijie Guo, Lei Shi
2022 J jnl
MVNet: Multi-Variate Multi-View Brain Network Comparison Over Uncertain Data.
IEEE Trans. Vis. Comput. Graph.
Lei Shi, Junnan Hu, Zhihao Tan, Jun Tao, Jiayan Ding, Yan Jin, Yanjun Wu, Paul M. Thompson
2021 A* conf
Dense Contrastive Visual-Linguistic Pretraining.
ACM Multimedia
Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su
2021 J jnl
Dense Contrastive Visual-Linguistic Pretraining.
CoRR
Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su
2021 J jnl
UrbanMotion: Visual Analysis of Metropolitan-Scale Sparse Trajectories.
IEEE Trans. Vis. Comput. Graph.
Lei Shi, Congcong Huang, Meijun Liu, Jia Yan, Tao Jiang, Zhihao Tan, Yifan Hu, Wei Chen, Xiatian Zhang
2020 J jnl
Contrastive Visual-Linguistic Pretraining.
CoRR
Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su
2020 J jnl
Eiffel: Evolutionary Flow Map for Influence Graph Visualization.
IEEE Trans. Vis. Comput. Graph.
Yucheng Huang, Lei Shi, Yue Su, Yifan Hu, Hanghang Tong, Chaoli Wang, Tong Yang, Deyun Wang, Shuo Liang
2020 A* conf
FDHelper: Assist Unsupervised Fraud Detection Experts with Interactive Feature Selection and Evaluation.
CHI
Jiao Sun, Yin Li, Charley Chen, Jihae Lee, Xin Liu, Zhongping Zhang, Ling Huang, Lei Shi, Wei Xu
2020 J jnl
Mobility Inference on Long-Tailed Sparse Trajectory.
CoRR
Lei Shi
2020 J jnl
Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering.
CoRR
Lei Shi, Shijie Geng, Kai Shuang, Chiori Hori, Songxiang Liu, Peng Gao, Sen Su
2020 Misc conf
Multi-Layer Content Interaction Through Quaternion Product for Visual Question Answering.
ICASSP
Lei Shi, Shijie Geng, Kai Shuang, Chiori Hori, Songxiang Liu, Peng Gao, Sen Su
2020 J jnl
OnionGraph: Hierarchical topology+attribute multivariate network visualization.
Vis. Informatics
Lei Shi, Qi Liao, Hanghang Tong, Yifan Hu, Chaoli Wang, Chuang Lin, Weihong Qian
2020 J jnl
Visual Analysis of Collective Anomalies Using Faceted High-Order Correlation Graphs.
IEEE Trans. Vis. Comput. Graph.
Jia Yan, Lei Shi, Jun Tao, Xiaolong Yu, Zhou Zhuang, Congcong Huang, Rulei Yu, Purui Su, Chaoli Wang, Yang Chen
2019 J jnl
A Coloring Algorithm for Disambiguating Graph and Map Drawings.
IEEE Trans. Vis. Comput. Graph.
Yifan Hu, Lei Shi, Qingsong Liu
2019 A* conf
Coloring Embedder: A Memory Efficient Data Structure for Answering Multi-set Query.
ICDE
Tong Yang, Dongsheng Yang, Jie Jiang, Siang Gao, Bin Cui, Lei Shi, Xiaoming Li
2019 J jnl
DeepClue: Visual Interpretation of Text-Based Deep Stock Prediction.
IEEE Trans. Knowl. Data Eng.
Lei Shi, Zhiyang Teng, Le Wang, Yue Zhang, Alexander Binder
2019 A* conf
PeerLens: Peer-inspired Interactive Learning Path Planning in Online Question Pool.
CHI
Meng Xia, Mingfei Sun, Huan Wei, Qing Chen, Yong Wang, Lei Shi, Huamin Qu, Xiaojuan Ma
2019 J jnl
Visual Exploration of Air Quality Data with a Time-correlation-partitioning Tree Based on Information Theory.
ACM Trans. Interact. Intell. Syst.
Fangzhou Guo, Tianlong Gu, Wei Chen, Feiran Wu, Qi Wang, Lei Shi, Huamin Qu
2018 J jnl
A user-based taxonomy for deep learning visualization.
Vis. Informatics
Rulei Yu, Lei Shi
2018 B conf
FraudVis: Understanding Unsupervised Fraud Detection Algorithms.
PacificVis
Jiao Sun, Qixin Zhu, Zhifei Liu, Xin Liu, Jihae Lee, Zhigang Su, Lei Shi, Ling Huang, Wei Xu
2018 A* conf
HeavyGuardian: Separate and Guard Hot Items in Data Streams.
KDD
Tong Yang, Junzhi Gong, Haowei Zhang, Lei Zou, Lei Shi, Xiaoming Li
2018 J jnl
Semantic Flow Graph: A Framework for Discovering Object Relationships in Flow Fields.
IEEE Trans. Vis. Comput. Graph.
Jun Tao, Chaoli Wang, Nitesh V. Chawla, Lei Shi, Seung Hyun Kim
2018 J jnl
Visual Analysis of Brain Networks Using Sparse Regression Models.
ACM Trans. Knowl. Discov. Data
Lei Shi, Hanghang Tong, Madelaine Daianu, Feng Tian, Paul M. Thompson
2018 B conf
Visual Analysis of Collective Anomalies Through High-Order Correlation Graph.
PacificVis
Jun Tao, Lei Shi, Zhou Zhuang, Congcong Huang, Rulei Yu, Purui Su, Chaoli Wang, Yang Chen
2017 J jnl
Blockwise Human Brain Network Visual Comparison Using NodeTrix Representation.
IEEE Trans. Vis. Comput. Graph.
Xinsong Yang, Lei Shi, Madelaine Daianu, Hanghang Tong, Qingsong Liu, Paul M. Thompson
2017 J jnl
UrbanFACET: Visually Profiling Cities from Mobile Device Recorded Movement Data of Millions of City Residents.
CoRR
Lei Shi, Tao Jiang, Ye Zhao, Xiatian Zhang, Yao Lu
2016 A conf
ACM DAVA'16: 2nd International Workshop on DAta mining meets Visual Analytics at Big Data Era.
CIKM
Lei Shi, Hanghang Tong, Chaoli Wang, Leman Akoglu
2016 J jnl
Hyperbolic Dependency Tree Visualization for Parser Evaluation.
Int. J. Softw. Informatics
Le Wang, Yue Zhang, Lei Shi
2016 — conf
LBSNShield: Malicious Account Detection in Location-Based Social Networks.
CSCW Companion
Yuan Xuan, Yang Chen, Huiying Li, Pan Hui, Lei Shi
2016 A* conf
TOPIC: Toward perfect Influence Graph Summarization.
ICDE
Lei Shi, Sibai Sun, Yuan Xuan, Yue Su, Hanghang Tong, Shuai Ma, Yang Chen
2015 J jnl
1.5D Egocentric Dynamic Network Visualization.
IEEE Trans. Vis. Comput. Graph.
Lei Shi, Chen Wang, Zhen Wen, Huamin Qu, Chuang Lin, Qi Liao
2015 A* conf
BrainQuest: Perception-Guided Brain Network Comparison.
ICDM
Lei Shi, Hanghang Tong, Xinzhu Mu
2015 — conf
EgoNetCloud: Event-based egocentric dynamic network visualization.
VAST
Qingsong Liu, Yifan Hu, Lei Shi, Xinzhu Mu, Yutao Zhang, Jie Tang
2015 — conf
Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization.
ICDM Workshops
Yue Su, Sibai Sun, Yuan Xuan, Lei Shi
2015 J jnl
VEGAS: Visual influEnce GrAph Summarization on Citation Networks.
IEEE Trans. Knowl. Data Eng.
Lei Shi, Hanghang Tong, Jie Tang, Chuang Lin
2014 A conf
A Coloring Algorithm for Disambiguating Graph and Map Drawings.
GD
Yifan Hu, Lei Shi
2014 J jnl
A Coloring Algorithm for Disambiguating Graph and Map Drawings.
CoRR
Yifan Hu, Lei Shi
2014 J jnl
Analyzing Spatiotemporal Anomalies through Interactive Visualization.
Informatics
Tao Zhang, Qi Liao, Lei Shi, Weishan Dong
2014 B conf
Bridging the Gap of Network Management and Anomaly Detection through Interactive Visualization.
PacificVis
Tao Zhang, Qi Liao, Lei Shi
2014 A* conf
Flow-Based Influence Graph Visual Summarization.
ICDM
Lei Shi, Hanghang Tong, Jie Tang, Chuang Lin
2014 J jnl
Flow-based Influence Graph Visual Summarization.
CoRR
Lei Shi, Hanghang Tong, Jie Tang, Chuang Lin
2014 B conf
Hierarchical Focus+Context Heterogeneous Network Visualization.
PacificVis
Lei Shi, Qi Liao, Hanghang Tong, Yifan Hu, Yue Zhao, Chuang Lin
2014 A conf
Maximizing Multi-scale Spatial Statistical Discrepancy.
CIKM
Weishan Dong, Renjie Yao, Chunyang Ma, Changsheng Li, Lei Shi, Lu Wang, Yu Wang, Peng Gao, Junchi Yan
2013 — conf
Scalable network traffic visualization using compressed graphs.
IEEE BigData
Lei Shi, Qi Liao, Xiaohua Sun, Yarui Chen, Chuang Lin
2013 A conf
She gets a sports car from our donation: rumor transmission in a Chinese microblogging community.
CSCW
Qinying Liao, Lei Shi
2013 J jnl
Visual analysis of large-scale network anomalies.
IBM J. Res. Dev.
Qi Liao, Lei Shi, Chen Wang
2012 — conf
3D anomaly bar visualization for large-scale network: VAST 2012 Mini Challenge #1.
IEEE VAST
Tao Zhang, Qi Liao, Lei Shi
2012 A conf
A general framework to encode heterogeneous information sources for contextual pattern mining.
CIKM
Weishan Dong, Wei Fan, Lei Shi, Changjin Zhou, Xifeng Yan
2012 A conf
Detecting Irregularly Shaped Significant Spatial and Spatio-Temporal Clusters.
SDM
Weishan Dong, Xin Zhang, Li Li, Changhua Sun, Lei Shi, Wei Sun
2012 — conf
Investigating network traffic through compressed graph visualization: VAST 2012 Mini Challenge 2 award: "Good adaptation of graph analysis techniques".
IEEE VAST
Lei Shi, Qi Liao, Chunxin Yang
2012 J jnl
Load-Balancing Multipath Switching System with Flow Slice.
IEEE Trans. Computers
Lei Shi, Bin Liu, Changhua Sun, Zhengyu Yin, Laxmi N. Bhuyan, H. Jonathan Chao
2012 J jnl
Social Network Analysis in Enterprise.
Proc. IEEE
Ching-Yung Lin, Lynn Wu, Zhen Wen, Hanghang Tong, Vicky Griffiths-Fisher, Lei Shi, David M. Lubensky
2012 C conf
VISA: a visual sentiment analysis system.
VINCI
Dongxu Duan, Weihong Qian, Shimei Pan, Lei Shi, Chuang Lin
2011 B conf
Dynamic network visualization in 1.5D.
PacificVis
Lei Shi, Chen Wang, Zhen Wen
2011 — conf
SAVE: Sensor anomaly visualization engine.
IEEE VAST
Lei Shi, Qi Liao, Yuan He, Rui Li, Aaron Striegel, Zhong Su
2011 A* conf
Visualizing anomalies in sensor networks.
SIGCOMM
Qi Liao, Lei Shi, Yuan He, Rui Li, Zhong Su, Aaron Striegel, Yunhao Liu
2010 J jnl
A behavior-based SMS antispam system.
IBM J. Res. Dev.
Chen Wang, Yibo Zhang, Xiaohan Chen, Zhiyu Liu, Lei Shi, Guang Chen, F. Qiu, Chun Ying, Wei Lu
2010 J jnl
Flow-based packet-mode load-balancing for parallel packet switches.
J. High Speed Networks
Lei Shi, Wenjie Li, Bin Liu
2010 — conf
Midas: integrating public financial data.
SIGMOD Conference
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
2010 A* conf
TIARA: a visual exploratory text analytic system.
KDD
Furu Wei, Shixia Liu, Yangqiu Song, Shimei Pan, Michelle X. Zhou, Weihong Qian, Lei Shi, Li Tan, Qiang Zhang
2010 — conf
Understanding text corpora with multiple facets.
IEEE VAST
Lei Shi, Furu Wei, Shixia Liu, Li Tan, Xiaoxiao Lian, Michelle X. Zhou
2009 B conf
HiMap: Adaptive visualization of large-scale online social networks.
PacificVis
Lei Shi, Nan Cao, Shixia Liu, Weihong Qian, Li Tan, Guodong Wang, Jimeng Sun, Ching-Yung Lin
2008 A* conf
Dcell: a scalable and fault-tolerant network structure for data centers.
SIGCOMM
Chuanxiong Guo, Haitao Wu, Kun Tan, Lei Shi, Yongguang Zhang, Songwu Lu
2008 B conf
Efficient and Low-Cost Hardware Defense Against DNS Amplification Attacks.
GLOBECOM
Changhua Sun, Bin Liu, Lei Shi
2008 — conf
Iceberg: An Image Streamer for Space and Time Efficient Provisioning of Virtual Machines.
ICPP Workshops
Lei Shi, Mohammad Banikazemi, Qing Bo Wang
2008 J jnl
Network utility maximization for triple-play services.
Comput. Commun.
Lei Shi, Changbin Liu, Bin Liu
2008 A conf
Quantum-Adaptive Scheduling for Multi-Core Network Processors.
ICDCS
Yue Zhang, Bin Liu, Lei Shi, Jingnan Yao, Laxmi N. Bhuyan
2007 — conf
DRR-SFF: A Practical Scheduling Algorithm to Improve the Performance of Short Flows.
ICNS
Changhua Sun, Lei Shi, Chengchen Hu, Bin Liu
2007 — conf
Flow-slice: a novel load-balancing scheme for multi-path switching systems.
ANCS
Lei Shi, Bin Liu, Changhua Sun, Zhengyu Yin, Laxmi N. Bhuyan, H. Jonathan Chao
2007 A* conf
On the Extreme Parallelism Inside Next-Generation Network Processors.
INFOCOM
Lei Shi, Yue Zhang, Jianming Yu, Bo Xu, Bin Liu, Jun Li
2007 C conf
Performance Guarantees for Flow-Mapping Parallel Packet Switch.
IPCCC
Lei Shi, Gao Xia, Bin Liu
2007 — conf
Utility-Based Bandwidth Allocation for Triple-Play Services.
ECUMN
Changbin Liu, Lei Shi, Bin Liu
2006 A* conf
DS-PPS: A Practical Framework to Guarantee Differentiated QoS in Terabit Routers with Parallel Packet Switch.
INFOCOM
Lei Shi, Bin Liu, Wenjie Li, Beibei Wu, Yunhao Liu
2005 — conf
Efficient Approach to Merge and Segment IP Packets.
ICCNMC
Wenjie Li, Lei Shi, Yang Xu, Bin Liu
2005 B conf
Preemptive Packet-Mode Scheduling to Improve TCP Performance.
IWQoS
Wenjie Li, Bin Liu, Lei Shi, Yang Xu, Dapeng Wu