Lei Shi

Orcid: 0009-0004-0649-5443

Affiliations:
  • Beihang University, School of Computer Science and Engineering, Beijing Advanced Innovation Center for Big Data and Brain Computing, Beijing, China
  • Chinese Academy of Sciences, Institute of Software, State Key Laboratory of Computer Science, Beijing, China
  • IBM Research, Beijing, China (former)
  • Tsinghua University Department of Computer Science and Technology, Beijing, China (PhD 2008)


According to our database1, Lei Shi authored at least 92 papers between 2005 and 2024.

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Timeline

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Bibliography

2024
Empowering smart city situational awareness via big mobile data.
Frontiers Inf. Technol. Electron. Eng., 2024

GeneticPrism: Multifaceted Visualization of Scientific Impact Evolutions.
CoRR, 2024

Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification.
CoRR, 2024

Structure-aware Semantic Node Identifiers for Learning on Graphs.
CoRR, 2024

Stratified GNN Explanations through Sufficient Expansion.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Self-Supervised Representation Learning with Meta Comprehensive Regularization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Contrastive learning with semantic consistency constraint.
Image Vis. Comput., August, 2023

Mobility Inference on Long-Tailed Sparse Trajectory.
ACM Trans. Intell. Syst. Technol., February, 2023

GeneticFlow: Exploring Scholar Impact with Interactive Visualization.
Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

How "Applied" is Fifteen Years of VAST conference?
Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023

Transformers over Directed Acyclic Graphs.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Improving Self-supervised Molecular Representation Learning using Persistent Homology.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Boosting Distributed Machine Learning Training Through Loss-tolerant Transmission Protocol.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

OSP: Boosting Distributed Model Training with 2-stage Synchronization.
Proceedings of the 52nd International Conference on Parallel Processing, 2023

Ultimate Negative Sampling for Contrastive Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

Augmenting Distributed AI Training with Loss-tolerant Transmission.
Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023

2022
MVNet: Multi-Variate Multi-View Brain Network Comparison Over Uncertain Data.
IEEE Trans. Vis. Comput. Graph., 2022

An Entity Linking Algorithm Derived from Graph Convolutional Network and Contextualized Semantic Relevance.
Symmetry, 2022

2021
UrbanMotion: Visual Analysis of Metropolitan-Scale Sparse Trajectories.
IEEE Trans. Vis. Comput. Graph., 2021

Impulsive stabilization and stability analysis for Gilpin-Ayala competition model involved in harmful species via LMI approach and variational methods.
Math. Comput. Simul., 2021

Dense Contrastive Visual-Linguistic Pretraining.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020
OnionGraph: Hierarchical topology+attribute multivariate network visualization.
Vis. Informatics, 2020

Visual Analysis of Collective Anomalies Using Faceted High-Order Correlation Graphs.
IEEE Trans. Vis. Comput. Graph., 2020

Eiffel: Evolutionary Flow Map for Influence Graph Visualization.
IEEE Trans. Vis. Comput. Graph., 2020

Contrastive Visual-Linguistic Pretraining.
CoRR, 2020

Mobility Inference on Long-Tailed Sparse Trajectory.
CoRR, 2020

Multi-Layer Content Interaction Through Quaternion Product for Visual Question Answering.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

FDHelper: Assist Unsupervised Fraud Detection Experts with Interactive Feature Selection and Evaluation.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019
A Coloring Algorithm for Disambiguating Graph and Map Drawings.
IEEE Trans. Vis. Comput. Graph., 2019

DeepClue: Visual Interpretation of Text-Based Deep Stock Prediction.
IEEE Trans. Knowl. Data Eng., 2019

Visual Exploration of Air Quality Data with a Time-correlation-partitioning Tree Based on Information Theory.
ACM Trans. Interact. Intell. Syst., 2019

Coloring Embedder: A Memory Efficient Data Structure for Answering Multi-set Query.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

PeerLens: Peer-inspired Interactive Learning Path Planning in Online Question Pool.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
A user-based taxonomy for deep learning visualization.
Vis. Informatics, 2018

Semantic Flow Graph: A Framework for Discovering Object Relationships in Flow Fields.
IEEE Trans. Vis. Comput. Graph., 2018

Visual Analysis of Brain Networks Using Sparse Regression Models.
ACM Trans. Knowl. Discov. Data, 2018

HeavyGuardian: Separate and Guard Hot Items in Data Streams.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Visual Analysis of Collective Anomalies Through High-Order Correlation Graph.
Proceedings of the IEEE Pacific Visualization Symposium, 2018

FraudVis: Understanding Unsupervised Fraud Detection Algorithms.
Proceedings of the IEEE Pacific Visualization Symposium, 2018

2017
Blockwise Human Brain Network Visual Comparison Using NodeTrix Representation.
IEEE Trans. Vis. Comput. Graph., 2017

UrbanFACET: Visually Profiling Cities from Mobile Device Recorded Movement Data of Millions of City Residents.
CoRR, 2017

2016
Hyperbolic Dependency Tree Visualization for Parser Evaluation.
Int. J. Softw. Informatics, 2016

Finite-time synchronization for competitive neural networks with mixed delays and non-identical perturbations.
Neurocomputing, 2016

TOPIC: Toward perfect Influence Graph Summarization.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

LBSNShield: Malicious Account Detection in Location-Based Social Networks.
Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, 2016

ACM DAVA'16: 2nd International Workshop on DAta mining meets Visual Analytics at Big Data Era.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
1.5D Egocentric Dynamic Network Visualization.
IEEE Trans. Vis. Comput. Graph., 2015

VEGAS: Visual influEnce GrAph Summarization on Citation Networks.
IEEE Trans. Knowl. Data Eng., 2015

EgoNetCloud: Event-based egocentric dynamic network visualization.
Proceedings of the 10th IEEE Conference on Visual Analytics Science and Technology, 2015

OLAP Visual Analytics on Large Software Call Graphs with Hierarchical ChordMap.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Influence Visualization of Scientific Paper through Flow-Based Citation Network Summarization.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

BrainQuest: Perception-Guided Brain Network Comparison.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014
Analyzing Spatiotemporal Anomalies through Interactive Visualization.
Informatics, 2014

Flow-Based Influence Graph Visual Summarization.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

A Coloring Algorithm for Disambiguating Graph and Map Drawings.
Proceedings of the Graph Drawing - 22nd International Symposium, 2014

Maximizing Multi-scale Spatial Statistical Discrepancy.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Bridging the Gap of Network Management and Anomaly Detection through Interactive Visualization.
Proceedings of the IEEE Pacific Visualization Symposium, 2014

Hierarchical Focus+Context Heterogeneous Network Visualization.
Proceedings of the IEEE Pacific Visualization Symposium, 2014

2013
Visual analysis of large-scale network anomalies.
IBM J. Res. Dev., 2013

She gets a sports car from our donation: rumor transmission in a Chinese microblogging community.
Proceedings of the Computer Supported Cooperative Work, 2013

Scalable network traffic visualization using compressed graphs.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
Load-Balancing Multipath Switching System with Flow Slice.
IEEE Trans. Computers, 2012

Social Network Analysis in Enterprise.
Proc. IEEE, 2012

VISA: a visual sentiment analysis system.
Proceedings of the International Symposium on Visual Information Communication and Interaction, 2012

Detecting Irregularly Shaped Significant Spatial and Spatio-Temporal Clusters.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

3D anomaly bar visualization for large-scale network: VAST 2012 Mini Challenge #1.
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

Investigating network traffic through compressed graph visualization: VAST 2012 Mini Challenge 2 award: "Good adaptation of graph analysis techniques".
Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

A general framework to encode heterogeneous information sources for contextual pattern mining.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Visualizing anomalies in sensor networks.
Proceedings of the ACM SIGCOMM 2011 Conference on Applications, 2011

SAVE: Sensor anomaly visualization engine.
Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

Dynamic network visualization in 1.5D.
Proceedings of the IEEE Pacific Visualization Symposium, 2011

2010
Flow-based packet-mode load-balancing for parallel packet switches.
J. High Speed Networks, 2010

A behavior-based SMS antispam system.
IBM J. Res. Dev., 2010


TIARA: a visual exploratory text analytic system.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Understanding text corpora with multiple facets.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

VisWorks text and network visual analytics: VAST 2010 Mini Challenge 1 award: "Effective interactive visualization of document contents".
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

2009
HiMap: Adaptive visualization of large-scale online social networks.
Proceedings of the IEEE Pacific Visualization Symposium PacificVis 2009, 2009

2008
Network utility maximization for triple-play services.
Comput. Commun., 2008

Dcell: a scalable and fault-tolerant network structure for data centers.
Proceedings of the ACM SIGCOMM 2008 Conference on Applications, 2008

Iceberg: An Image Streamer for Space and Time Efficient Provisioning of Virtual Machines.
Proceedings of the 37th International Conference on Parallel Processing, 2008

Quantum-Adaptive Scheduling for Multi-Core Network Processors.
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

Efficient and Low-Cost Hardware Defense Against DNS Amplification Attacks.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007
Performance Guarantees for Flow-Mapping Parallel Packet Switch.
Proceedings of the 26th IEEE International Performance Computing and Communications Conference, 2007

On the Extreme Parallelism Inside Next-Generation Network Processors.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

DRR-SFF: A Practical Scheduling Algorithm to Improve the Performance of Short Flows.
Proceedings of the Third International Conference on Networking and Services (ICNS 2007), 2007

Utility-Based Bandwidth Allocation for Triple-Play Services.
Proceedings of the Fourth European Conference on Universal Multiservice Networks (ECUMN 2007), 2007

Flow-slice: a novel load-balancing scheme for multi-path switching systems.
Proceedings of the 2007 ACM/IEEE Symposium on Architecture for Networking and Communications Systems, 2007

2006
DS-PPS: A Practical Framework to Guarantee Differentiated QoS in Terabit Routers with Parallel Packet Switch.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

2005
Preemptive Packet-Mode Scheduling to Improve TCP Performance.
Proceedings of the Quality of Service - IWQoS 2005: 13th International Workshop, 2005

Efficient Approach to Merge and Segment IP Packets.
Proceedings of the Networking and Mobile Computing, Third International Conference, 2005


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