1.
Lei
Shi, Yifan Hu and Qi Liao,“Big
Data Visualization for Large Complex Networks”, in Big Data of Complex Networks, eds. Matthias Dehmer, Frank Emmert-Streib,
Stefan Pickl and Andreas Holzinger, Chapman & Hall/CRC Big Data Series, CRC
Press, August 2016.
1.
Lei Shi, Junnan Hu,
Zhihao Tan, Jun Tao, Jiayan Ding, Yan Jin, Yanjun Wu and Paul
Thompson, “MV2Net: Multi-Variate Multi-View Brain Network
Comparison over Uncertain Data”, IEEE Transactions on
Visualization and Computer Graphics, accepted (selected for presentation at
IEEE VIS'22). [pdf][ppt][appendix][video]
2.
Lei Shi, Yuankai Luo, Shuai
Ma, Hanghang Tong, Zhetao Li, Xiatian Zhang, and Zhiguang
Shan, “Mobility Inference on Long-Tailed Sparse
Trajectory”, ACM Transactions on Intelligent Systems and Technology
(SCI Q1, IF=10.5), accepted. [pdf]
3.
Lei Shi, Congcong Huang,
Meijun Liu, Jia Yan, Tao Jiang, Zhihao Tan, Yifan Hu, Wei Chen and Xiatian
Zhang, “UrbanMotion: Visual Analysis of Metropolitan-Scale Sparse
Trajectories”, IEEE Transactions on Visualization and Computer
Graphics, accepted (selected for presentation at IEEE VIS'20). [pdf][ppt][appendix][video]
4.
Lei Shi, Zhichun Guo, Tao
Jiang, Ruiyu Fang, Yang Chen, Ye Zhao, Xiatian Zhang and Min
Dai, “Visual Analysis of Steady-State Human Mobility in
Cities”, Human-centric Computing and Information Sciences (SCI
Q1, IF=5.9), 2021. [pdf][appendix][video]
5.
Jiao Sun, Yin Li, Charley Chen, Jiahe 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. [pdf]
6.
Yucheng Huang, Lei Shi*,
Yue Su, Yifan Hu, Hanghang Tong, Chaoli Wang, Tong Yang, Deyun Wang, and Shuo
Liang, “Eiffel: Evolutionary Flow Map for Influence Graph
Visualization”, IEEE Transactions on Visualization and Computer
Graphics, accepted (selected for presentation at IEEE VIS'19). [pdf][ppt][appendix][video]
7.
Jia Yan, Lei Shi*,
Jun Tao, Xiaolong Yu, Zhou Zhuang, Congcong Huang, Rulei Yu, Purui Su, Chaoli
Wang, and Yang Chen, “Visual Analysis of Collective Anomalies
Through Faceted High-Order Correlation Graph”, IEEE Transactions
on Visualization and Computer Graphics, accepted. [pdf][video]
8.
Lei Shi, Zhiyang Teng, Le
Wang, Yue Zhang, and Alexander Binder, “ DeepClue: Visual
Interpretation of Text-based Deep Stock Prediction”, IEEE Transactions
on Knowledge and Data Engineering, accepted. [pdf][appendix][video]
9.
Yifan Hu, Lei Shi* and
Qingsong Liu, “A Coloring Algorithm for Disambiguating Graph and Map
Drawings”, IEEE Transactions on Visualization and Computer
Graphics, 2019.[pdf]
10. Meng Xia,
Huan Wei, Mingfei Sun, Qing Chen, Yong Wang, Lei Shi, Xiaojuan Ma,
and Huamin Qu, “PeerLens: Peer-inspired Interactive Learning Path
Planning in Online Question Pool”, CHI, 2019. [pdf]
11. Tong Yang,
Dongsheng Yang, Jie Jiang, Siang Gao, Bin Cui, Lei Shi and
Xiaoming Li, “Coloring Embedder: a Memory Efficient Data Structure
for Answering Multi-set Query”, ICDE, 2019. [pdf]
12. Tong Yang,
Junzhi Gong, Haowei Zhang, Lei Zou, Lei Shi and Xiaoming
Li, “HeavyGuardian: Separate and Guard Hot Items in Data
Streams”, KDD, 2018. [pdf]
13. Jun
Tao, Lei Shi*, Zhou Zhuang, Congcong Huang, Rulei Yu, Purui Su,
Chaoli Wang and Yang Chen, “Visual Analysis of Collective Anomalies
Through High-Order Correlation Graph”, IEEE Pacific Visualization
Symposium, 2018.[pdf][ppt][video][demo]
14. Jun Tao,
Chaoli Wang, Nitesh V. Chawla, Lei Shi and Seung Hyun
Kim, “Semantic Flow Graph: A Framework for Discovering Object
Relationships in Flow Fields”, IEEE Transactions on Visualization
and Computer Graphics, accepted.[pdf]
15. Lei Shi, Hanghang
Tong, Madelaine Daianu, Feng Tian and Paul Thompson“Visual Analysis of Brain
Networks using Sparse Regression Models”, ACM Transactions on
Knowledge Discovery from Data, 2018.[pdf]
16. Xinsong
Yang, Lei Shi*, Madelaine Daianu, Hanghang Tong, Qingsong Liu, and
Paul Thompson, “Blockwise Human Brain Network Visual Comparison
Using NodeTrix Representation”, IEEE Transactions on
Visualization and Computer Graphics (IEEE VIS/IEEE Visual Analytics Science and
Technology 2016), 2017.[pdf][ppt]
17. Lei
Shi, Sibai Sun, Yuan Xuan,
Yue Su, Hanghang Tong, Shuai Ma, and Yang Chen, “TOPIC: Toward
Perfect Influence Graph Summarization”, to appear in IEEE International Conference on Data Engineering (ICDE), 2016. [pdf]
18. Lei
Shi, Hanghang Tong and
Xinzhu Mu, “BrainQuest: Perception-Guided Brain Network
Comparison”, IEEE
International Conference on Data Mining (ICDM), 2015. [pdf][ppt][video][project]
19. Qingsong Liu, Yifan Hu, Lei Shi*, Xinzhu Mu, Yutao Zhang and
Jie Tang, EgoNetCloud: Event-based Dynamic Egocentric Network Visualization, IEEE VIS (VAST conference track), 2015. [pdf][project]
20. Lei
Shi, Hanghang Tong, Jie Tang
and Chuang Lin, “ VEGAS: Visual influEnce GrAph Summarization
on Citation Networks”, IEEE
Transactions on Knowledge and Data Engineering, 27(12):3417-3431, 2015. [pdf][video]
21.
Lei Shi, Chen Wang, Zhen Wen, Huamin Qu, Chuang Lin and Qi
Liao, “1.5D Egocentric Dynamic Network Visualization”, IEEE Transactions on Visualization and
Computer Graphics, 21(5): 624-637, 2015.[pdf]
22.
Lei Shi, Hanghang Tong, Jie Tang and Chuang Lin,
“Flow-based Influence Graph Visual Summarization”, IEEE International Conference on Data Mining
(ICDM), 2014.[pdf]
23.
Yifan
Hu and Lei Shi, “A Coloring
Algorithm for Disambiguating Graph and Map Drawings”, International Symposium on Graph Drawing
(GD), 2014. [pdf]
24.
Weishan
Dong, Renjie Yao, Chunyang Ma, Changsheng Li, Lei Shi, Lu Wang, Yu Wang, Peng Gao, Junchi Yan, “Maximizing
Multi-scale Spatial Statistical Discrepancy”, ACM CIKM, 2014. [pdf]
25.
Lei Shi, Qi Liao, Hanghang Tong, Yifan Hu, Yue Zhao and
Chuang Lin, “Hierarchical
Focus+Context Heterogeneous Network Visualization”, IEEE
Pacific Visualization Symposium, 2014. [pdf]
[ppt][video]
26. Tao Zhang, Qi Liao, Lei Shi and Weishan Dong. “Analyze Spatiotemporal Anomalies
through Interactive Visualization”, accepted by Informatics, special issue on Interactive Visualizations: Design,
Technologies, and Applications, 2014.
27. Lei Shi, Qi Liao, Xiaohua Sun, Yarui Chen and Chuang Lin, “Scalable Network Traffic Visualization
Using Compressed Graphs”, IEEE International Conference
on Big Data, 2013.[pdf]
28. Lei Shi, Qi Liao and Chuang Lin, “Survey on Transformation-based Large Graph
Visualization”(in Chinese),
Journal of Computer-Aided Design & Computer Graphics, 25(3):304-311, 2013. [pdf]
29. Qi Liao, Lei Shi and Chen Wang, “Visual Analysis of Large-Scale Network
Anomalies”, IBM Journal of Research and Development,
57(3/4): 13:1-13:12, 2013. (Corresponding Author) [pdf]
30. Qinying Liao and Lei Shi, “She Gets a Sports Car from Our Donation: Rumor Transmission in a Chinese Microblogging Community”, ACM CSCW 2013. (Corresponding Author) [pdf] [blog]
31. Lei
Shi, Qi Liao and Chunxin
Yang, “Investigating
Network Traffic Through Compressed Graph Visualization”, IEEE
VAST Challenge 2012 Award Entry, 2012. [pdf] [video]
32. Weishan Dong, Wei Fan, Lei Shi, Changjin Zhou and Xifeng Yan, “A General Framework to Encode Heterogeneous
Information Sources for Contextual Pattern Mining”, ACM
CIKM 2012. [pdf]
33. Ching-yung Lin, Hanghang Tong, Zhen Wen, Lynn Wu, Vicky Griffiths-Fisher, Lei Shi, and David Lubensky, “Social Network Analytics in Enterprise,” Proceedings of the IEEE, 100(9):2759-2776, 2012. [pdf]
34. Dongxu Duan, Weihong Qian, Shimei Pan, Lei Shi and Chuang Lin, “VISA: VIsual Sentiment Analysis System,” VINCI 2012. (Corresponding Author) [pdf] [ppt] [video]
35. Lei Shi, Qi Liao, Yuan He, Rui Li, Aaron Striegel and Zhong
Su, “SAVE:
Sensor Anomaly Visualization Engine”, IEEE Conference on Visual Analytics
Science and Technology (VAST), October 2011. [pdf]
[ppt] [video]
36. Lei Shi, Furu Wei, Shixia Liu, Li Tan, Xiaoxiao Lian and Michelle Zhou, “Understanding Text Corpora with Multiple Facets”, IEEE Conference on Visual Analytics Science and Technology (VAST), October 2010. [pdf] [ppt] [video]
37. Lei Shi, Weihong Qian and Furu Wei, “VisWorks Network and Text Visual Analytics”, IEEE VAST Challenge 2010 Award Entry, October 2010. [pdf] [ppt] [video]
38. Lei Shi, Chen Wang, Zhen Wen, “Dynamic Network Visualization in 1.5D”, IEEE Pacific Visualization Symposium, March 2011. [pdf] [ppt]
39. Lei Shi, Nan Cao, Shixia Liu, Weihong Qian, Li Tan, Guodong Wang, Jimeng Sun and Ching-Yung Lin, “HiMap: Adaptive Visualization of Large-Scale Online Social Networks”, IEEE Pacific Visualization Symposium, March 2009. [pdf] [ppt] [video]
40. Weishan
Dong, Xin Zhang, Li Li, Changhua Sun, Lei Shi and Wei Sun,
“Detecting Irregularly Shaped Significant Spatial and Spatio-Temporal
Clusters”, SIAM Intl. Conf. on Data Mining (SDM), 2012.
41. Furu
Wei, Shixia Liu, Yangqiu Song, Shimie Pan, Michelle X. Zhou, Weihong Qian, Lei
Shi, Li Tan, Qiang Zhang, “TIARA: A Visual Exploratory Text Analytic
System”, ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining,
Industry Track, July 2010.
42. Furu
Wei, Lei Shi, Li Tan, Xiaohua Sun, Xiaoxiao Lian, Shixia Liu and
Michelle Zhou, “Visual Content Correlation Analysis”, IUI
Workshop on Interactive Text Analytics, 2010.
43. Chen
Wang, Yibo Zhang, Xiaohan Chen, Ziyu Zhu, Lei Shi, Guang Chen, Chun Ying
and Wei Lu, “SpamWatcher: A Behavior based SMS Anti-spam System”,
IBM Journal of Research and Development, 2010.
44. Chuanxiong Guo, Haitao Wu, Kun Tan, Lei Shi, Yongguang Zhang and Songwu Lu, “DCell: A Scalable and Fault-Tolerant Network Structure for Data Centers”, ACM SIGCOMM, August 2008. [pdf]
45. Lei Shi, Bin Liu, Changhua Sun, Zhengyu Yin, Laxmi Bhuyan and H. Jonathan Chao, “Load-Balancing Multi-Path Switching System with Flow-Slice”, IEEE Transactions on Computers, 61(3):350-365, 2012. [pdf]
46. Lei Shi, Yue Zhang, Jianming Yu, Bo Xu, Bin Liu and Jun Li, “On the Extreme Parallelism inside Next-Generation Network Processors”, IEEE Annual Conference on Computer Communication (INFOCOM), Anchorage, USA, May 2007.
47. Lei Shi, Bin Liu, Wenjie Li, Beibei Wu and Yunhao Liu, “DS-PPS: A Practical Framework to Guarantee Differentiated QoS in Terabit Routers with Parallel Packet Switch”, IEEE Annual Conference on Computer Communication (INFOCOM), Barcelona, Spain, April 2006.
48. Lei Shi, Changbin Liu and Bin Liu, “Network Utility Maximization for
Triple-Play Services”, Elsevier Computer Communications,
31(10):2257-2269, 2008. [pdf]
49. Lei
Shi, Wenjie
Li and Bin Liu, “Flow-based Packet-mode Load-balancing for Parallel
Packet Switches”, Journal of High Speed Networks, 2010.
50. Lei
Shi, Mohammad
Banikazemi, and Qingbo Wang, “Iceberg: An Image Streamer for Provisioning
Virtual Machines”, ICPP workshop on Scheduling and Resource Management
for Parallel and Distributed Systems, 2008.
51. Lei
Shi, Gao Xia and Bin Liu, “Performance Guarantees for
Flow-Mapping Parallel Packet Switch”, IEEE International Performance
Computing and Communication Conference (IPCCC), New Orleans, USA, April
2007.
52. Lei
Shi, Wenjie Li, Bin Liu and Xiaojun Wang, “Flow mapping
in the load balancing parallel packet switches”, IEEE Workshop on High
Performance Switching and Routing (HPSR), Hong Kong, China, May 2005.
53. Yue
Zhang, Lei Shi, Jiani Guo, Bin Liu and Laxmi Bhuyan,
“Quantum-Adaptive Scheduling in Multi-Core Network Processors”, IEEE
Intl. Conf. on Distributed Computing Systems (ICDCS), 2008.
54. Changhua
Sun, Lei Shi, Bin Liu, “Efficient and Low-Cost Hardware Defense
Against DNS Amplification Attacks”, IEEE GLOBECOM, New Orleans,
LA, USA, December 2008.
55. Wenjie
Li, Bin Liu, Lei Shi, Xu Yang and Dapeng Wu, “Preemptive
packet-mode scheduling to improve TCP performance”, IEEE Workshop on
Quality of Service (IWQoS), Passau, Germany, June 2005.
56. Changbin
Liu, Lei Shi and Bin Liu, “Utility-based Bandwidth Allocation for
Triple-Play Services”, European Conference on Universal and
Multiservice Networks (ECUMN), Toulouse, France, Feb. 2007.
57. Changhua
Sun, Lei Shi, Chengchen Hu and Bin Liu, “DRR-SFF: A Practical
Scheduling Approach to Improve the Performance of Short Flows”, International
Conference on Networking and Services (ICNS), Athens, Greece, June 2007.
58. Wenjie
Li, Lei Shi, Yang Xu and Bin Liu, "Efficient Approach to Merge and
Segment IP Packets," ICCNMC, August 2005.
59. Jiao Sun, Qixin Zhu, Zhifei Liu, Xin Liu,
Yueming Wang, Jihae Lee, Shengdong Yang, Lei
Shi, Ling Huang, and Wei Xu (2018). FraudVis: Understanding Unsupervised
Fraud Detection Algorithms. In IEEE Pacific Visualization Symposium
(Visualization Notes).
60. Zhou Zhuang, Yan Jin, Hanghang Tong, Lei Shi, Yang Chen, and Paul Thompson
(2017). Path-embedded structural human brain network generation and
classification on Alzheimer's disease. In Annual Meeting of The Organization
for Human Brain Mapping (OHBM) (Poster Paper).
61. 2016 Yuan Xuan, Yang Chen, Huiying Li, Pan
Hui, and Lei Shi (2016). LBSNShield:
Malicious Account Detection in Location-Based Social Networks. In ACM
conference on Computer-Supported Cooperative Work and Social Computing (CSCW)
(Poster Paper).
62. Fangzhou Guo, Junhua Lu, FeiranWu, Tianye
Zhang,Wei Chen, Lei Shi, and Huaming
Qu (2016). Information-Theoretic Visual Exploration of Multivariate Sensor
Time-series with A Time-Correlation Partitioning Tree. In IEEE Conference on
Information Visualization (InfoVis) (Poster Paper).
63. Jun Tao, Chaoli Wang, Nitesh Chawla, and Lei Shi (2016). Semantic Flow Graph: A
Framework to Explore 3D Flow Fields. In IEEE Conference on Scientific
Visualization (SciVis) (Poster Paper).
64. Tao Jiang, Lei Shi, Ye Zhao, Xiatian Zhang, and Yao Lu (2016). Visual
Comparison of Customer Stickiness in Retail Stores. In International Workshop
on DAta mining meets Visual Analytics at big data era (DAVA), in conjunction
with CIKM'16.
65. Le Wang, Yue Zhang, and Lei Shi. Hyperbolic Dependency Tree
Visualization for Parser Evaluation. in IEEE Conference on Information
Visualization (InfoVis, part of IEEE VIS), 2015 (Poster Paper).
66. Yue Su, Sibai Sun, Yuan Xuan, and Lei Shi. Influence Visualization of
Scientific Paper Through Flow-based Citation Network Summarization. in IEEE
ICDM 2015 (Demo Paper).
67. Le Wang, Jiangtao Gong and Lei Shi. OLAP Visual Analytics on Large
Software Call Graphs with Hierarchical ChordMap. in International Workshop on
DAta mining meets Visual Analytics at big data era (DAVA), in conjunction with
ICDM'15.
68. Lei
Shi and Hanghang Tong,
“Visual Network Analysis in Big Data Era”, in Communications of CCF, Sept. 2014. [pdf]
69. Tao Zhang, Qi Liao and Lei Shi. Bridging the gap of network management and anomaly
detection through interactive visualization. in IEEE Pacific Visualization Symposium, 2014 (Visualization Notes).
70. Lei
Shi, Qi Liao, Xiaohua Sun,
Yarui Chen, and Chuang Lin. "Visualize large-scale networks with
structural equivalence", in 4th
Visualization Workshop, poster paper, Beijing, China, July 2013.
71. Tao Zhang, Qi Liao, Lei Shi, and Weishan Dong. “Spatiotemporal anomaly
visualization for large-scale dynamic networks,” in 4th
Visualization Workshop, poster paper, Beijing, China, July 2013.
72. Tao Zhang, Qi Liao and Lei Shi. “Generic
Anomaly Visualization for Daily Network Security Administration,” IEEE VAST Challenge Entry, 2013.
73. Qi Liao, Lei Shi and Xiaohua Sun, “Anomaly Analysis and Visualization
through Compressed Graphs,” in
VisWeek LDAV '12, Poster Paper.
74. Tao Zhang, Qi Liao and Lei Shi. “3D anomaly bar
visualization for large-scale network,”
IEEE VAST Challenge Entry, 2012.
75. Qi Liao, Lei Shi, Yuan He, Rui
Li, Zhong Su, Aaron Striegel and Yunhao Liu, “Visualizing Anomalies
in Sensor Networks,” ACM SIGCOMM, Demo Abstract, 2011.
76. Qi Liao, Lei Shi, Wei Hong Qian and
Zhong Su, “Network Security and Anomaly Visualization,” IEEE
VAST Challenge Entry, 2011.
77. Changhua Sun, Weidong Shan, Peter Bak, Lei
Shi, Harriet Cao and Zhong Su, “IBM STEM: Geo-Spatial Temporal Visual
Analytics,” IEEE VAST Challenge Entry, 2011.
78. Qi Liao, Lei Shi, Yuan He, Zhong Su
and Aaron Striegel. “Spatiotemporal Visual Analysis of Sensor Networks in
the Wild,” poster in IEEE Pacific Visualization Symposium, Hong
Kong, March 2011.
79. Lei Shi, Chen Wang and Zhen Wen, “Dynamic
Network Visualization in 1.5D,” poster in IEEE Conference on
Information Visualization (InfoVis), 2010.
80. Shixia Liu, Yangqiu Song, Furu Wei, Shimie
Pan, Michelle X. Zhou, Weihong Qian, Lei Shi, Li Tan, Qiang Zhang,
“TIARA: Visually Analyzing Topic Evolution in Large Text
Collections,” ACM SIGKDD, Demo Abstract, 2010.
81. Sreeram Balakrishnan, Vivian Chu, Mauricio
Hernandez, Howard Ho, Rajasekar Krishnamurthy, Shixia Liu, Jan Pieper, Jeffrey
Pierce, Lucian Popa, Christine Robson, Lei Shi, Shivakumar Vaithyanathan,
Huahai Yang, “Midas: Integrating Public Financial Data,” ACM
SIGMOD, Demo Paper, 2010.
82. Lei Shi, Bin Liu, Changhua Sun, Zhengyu Yin, Laxmi
Bhuyan and H-J. Chao, “Flow-Slice: A Novel Load-Balancing Scheme for
Multi-Path Switching Systems,” poster in ACM/IEEE Symposium on
Architectures for Networking and Communications Systems (ANCS), Orlando,
USA, December 2007.
83. Guodong Wang, Yang Chen, Lei Shi,
Eng Keong Lua, Beixing Deng, Xing Li, “Proxima: Towards Lightweight and
Flexible Anycast Service,”
poster in IEEE Annual Conference on Computer Communication (INFOCOM),
Rio de Janeiro, Brazil, April 2009.
84. Changhua Sun, Jindou Fan, Lei Shi
and Bin Liu, “A novel router-based scheme to mitigate SYN flooding DDoS
Attacks,” poster in IEEE Annual Conference on Computer Communication
(INFOCOM), Anchorage, USA, May 2007.