Kui Wu Personal Website

Journal Conference Others (patents, book chapters, invited papers)

Z.K. Zhou, H.B. Hu, X.H. Chen, J.P. Wang, N. Guan, K. Wu, Y.H. Li, Y.K. Huang, C. Xue, "BehaviorGPT: Smart Agent Simulation for Autonomous Driving with Next-Patch Prediction," Neurips-24, Dec. 2024. (pdf)
J.W. An, C.Y. Feng, and K. Wu, "Improving Performance Bounds for Network min-Systems with Link Correlations," IFIP Networking, June, 2024. (pdf)
Y. Qiao, X.Y. Yuan, and K. Wu, "Routing-Oblivious Network Tomography with Flow-based Generative Model," IEEE Infocom, May, 2024. (pdf)
B. Hu, Y.G. Bi, K. Wu, R. Fu, and Z.X. Huang, "A Lightweight Path Validation Scheme in Software-Defined Networks," IEEE Infocom, May, 2024. (pdf)
F. Liu, J. Lv, S. Cui, Z. Luan, K. Wu, and T.Q. Zhou, "Smart "Error"! Exploring Imperfect AI to Support Creative Ideation," Proceedings of the ACM on Human-Computer Interaction 8 (CSCW1), 1-28, April 2024. (paper link)
C.Y. Wang, K. Wu, T.Q. Zhou, and Z.P. Cai, "Time2State: An Unsupervised Framework for Inferring the Latent States in Time Series Data," ACM SIGMOD, June 2023. (github source code/data/supplementary materials) (paper link)
B.N. Hou, T. Yang, Z.P. Cai, K. Wu, and T.Q. Zhou, "Search in the Expanse: Towards Active and Global IPv6 Hitlists," IEEE Infocom, May 2023. (github source code/data/supplementary materials)
T.F. Zheng, T.Q. Zhou, Q. Liu, K. Wu, and Z.P. Cai, "Characterizing and Detecting Non-Consensual Photo Sharing on Social Networks," The ACM Conference on Computer and Communications Security (CCS), Nov. 2022. (pdf)
Z. Huang, K. Wu, S. Huang, Y. Zhou, and R. S. Giagone, "Automatic Field Extraction of Extended TLV for Binary Protocol Reverse Engineering," The 31st International Conference on Computer Communications and Networks (ICCCN), 2022. (Invited Paper)
Y.S. Wan, C.Y. Feng, K. Wu, and J.P. Wang, "Progressive Construction of K-identifiable Networks," IEEE IWQoS, June 2022. (pdf)
Z.K. Zhou, L.Y. Ye, J.P. Wang, K. Wu, and K.J. Lu, "HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction," IEEE CVPR 2022, June 2022. (pdf)
C.Y. Xu, Q. Xu, J.P. Wang, K. Wu, K.J. Lu, and C.M. Qiao, "AoI-centric Task Scheduling for Autonomous Driving Systems," IEEE Infocom, May 2022. (pdf)
F. Esfahani, V. Srinivasan, A. Thomo, and K. Wu, "Nucleus Decomposition in Probabilistic Graphs: Hardness and Algorithms," IEEE ICDE, May 2022. (pdf)
Y. Qiao, K. Wu, and M. Khabbazian, "Non-Intrusive and High-Efficient Balance Tomography in the Lightning Network," ACM ASIACCS 2021, June 2021. (pdf)
C.Y. Feng, J.W. An, K. Wu, and J.P. Wang, "Bound Inference and Reinforcement Learning-based Path Construction in Bandwidth Tomography," IEEE Infocom 2021, May 2021. (pdf)
G.M. Tang, H. Yuan, D.K. Guo, K. Wu, and Y. Wang, "Reusing Backup Batteries as BESS for Power Demand Reshaping in 5G and Beyond," IEEE Infocom 2021, May 2021. (pdf)
B.N. Hou, Z.P. Cai, K. Wu, J.S. Su, and Y.Q. Xiong, "6Hit: A Reinforcement Learning-based Approach to Target Generation for Internet-wide IPv6 Scanning," IEEE Infocom 2021, May 2021. (pdf)
G.M. Tang, K. Wu, D.K. Guo, Y. Wang, and H. Wang, "Alleviating Low-Battery Anxiety of Mobile Users via Low-Power Video Streaming," IEEE ICDCS 2020, Dec. 2020. (pdf)
H. Wang, K. Wu, J.P. Wang, and G.M. Tang, "Rldish: Edge-Assisted QoE Optimization of HTTP Live Streaming with Reinforcement Learning," IEEE Infocom 2020, Toronto, July 2020. (pdf)
C.Y. Feng, L.N. Wang, K. Wu, J.P. Wang, "Bound-based Network Tomography with Additive Metrics," IEEE Infocom 2019, Paris, April 2019. (pdf)
F. Esfahani, V. Srinivasan, A. Thomo, K. Wu, "Efficient Computation of Probabilistic Core Decomposition at Web-scale," EDBT 2019, Lisbon, Portugal, March 2019. (long paper in research track). (pdf)
J.H. Jiang, Y.Q. Dai, K. Wu, R. Zheng: "Goldilocks: Learning Pattern-Based Task Assignment in Mobile Crowdsensing." QSHINE 2019, Shenzhen, Dec. 2019. (pdf)
J.H. Jiang, K. Wu, H. Wang, R. Zheng: "Automatic Data Quality Enhancement with Expert Knowledge for Mobile Crowdsensing." IPCCC 2019, London, OCt. 2019. (pdf)
F. Esfahani, J. Wu, V. Srinivasan, A. Thomo, K. Wu, "Fast Truss Decomposition in Large-scale Probabilistic Graphs," EDBT 2019, Lisbon, Portugal, March 2019. (short paper). (pdf)
H. Wang, G.M. Tang, K. Wu, J.M. Fan, "Speeding up Multi-CDN Content Delivery via Traffic Demand Reshaping," IEEE ICDCS 2018, Vienna, Austria, July 2018.
F. Dong, K. Wu, V. Srinivasan, "A New Dependence Model for Heterogeneous Markov Modulated Poisson Processes," IFIP Networking 2018, Zurich, Switzerland, May 2018.
R.W. Yang, C.Y. Feng, L.N. Wang, W. Wu, K. Wu, J.P. Wang, Y.L. Xu, "On the Optimal Monitor Placement for Inferring Additive Metrics of Interested Paths," IEEE Infocom 2018, Honolulu, HI, April 2018.
Z. Ling, J.Z. Luo, Y.W. Liu, M. Yang, K. Wu, and X.W. Fu, "SecTap: Secure Back of Device Input System for Mobile Devices," IEEE Infocom 2018, Honolulu, HI, April 2018.
F. Dong, K. Wu, and V. Srinivasan, "Copula-based Parameter Estimation for Markov Modulated Poisson Process," IEEE IWQoS 2017, Vilanova i la Geltru, Spain, June 2017.
W.X. Jiang, F.M. Liu, G.M. Tang, K. Wu, and H. Jin, "Virtual Machine Power Accounting with Shapley Value," IEEE ICDCS 2017, Atlanta, GA, June 2017.
G.M. Tang, K. Wu, and R. Brunner, "Rethinking CDN Design with Distributed Time-varying Traffic Demands," IEEE Infocom 2017, Atalanta, GA. May, 2017.
C. Tian, K. Wu, S. Whitesides, and M. Feng, "Constrained Light Deployment for Reducing Energy Consumption in Buildings," 10th Annual International Conference on Combinatorial Optimization and Applications (COCOA16), Hong Kong, Dec. 2016.
C. Chen, S. Chester, V. Srinivasan, K. Wu, and A. Thomo, "Group-Aware Weighted Bipartite b-Matching," The 25th ACM International Conference on Information and Knowledge Management (CIKM 2016), 2016.
C. Chen, F. Dong, K. Wu, V. Srinivasan, and A. Thomo, "From Recommendation to Profile Inference (Rec2PI): A Value-added Service to Wi-Fi Data Mining," The 25th ACM International Conference on Information and Knowledge Management (CIKM 2016), 2016.
G.M. Tang, W.X. Jiang, Z.F. Xu, F.M. Liu, K. Wu, "Zero-Cost, Fine-Grained Power Monitoring of Datacenters Using Non-Intrusive Power Disaggregation," ACM/IFIP/USENIX Middleware, 2015.
G.M. Tang, K. Wu, J.S. Lei, W.D. Xiao, "The Meter Tells You are At Home! Non-Intrusive Occupancy Detection Via Load Curve Data," Sixth IEEE International Conference on Smart Grid Communications (SmartGridComm), 2015.
S.Y. Vaezpour, K. Wu, G.C. Shoja, "Mobile Telecom Cloud Brokerage with Orchestrated Multi-Tier Resource Pooling," Fourth IEEE International Conference on Cloud Networking (CLOUDNET'15), 2015.
F. Dong, K. Wu, and V. Srinivasan, "Copula Analysis for Statistical Network Calculus," Infocom 2015, Hong-Kong, April, 2015.
G.M. Tang, K. Wu, J. Pei, J.Y. Tang, J.S. Lei, "An Appliance-driven Approach to Detection of Corrupted Load Curve Data," 23rd ACM International Conference on Information and Knowledge Management (CIKM), Shanghai, Nov. 2014.
G.M. Tang, K. Wu, J.S. Lei, J.Y. Tang, " A Simple Model-driven Approach to Energy Disaggregation," Fifth IEEE International Conference on Smart Grid Communications (SmartGridComm), Venice, Italy, Nov. 2014.
R. Zhang, K. Wu, J.P. Wang, "Online Resource Scheduling under Concave Pricing for Cloud Computing," IWQoS 2014 , Hong Kong, May 2014.
C. Chen, L. Zheng, A. Thomo, K. Wu and S. Venkatesh,"Comparing the Staples in Latent Factor Models," 29th ACM Symposium On Applied Computing (SAC 14)- Data Mining track ,Gyeongju, Korea, March 2014.
S.Y. Vaezpour, R. Zhang, K. Wu, J.P. Wang, G.C. Shoja,"Swap: Security aware provisioning and migration of phone clones over mobile clouds," IFIP Networking 2014 , Trodheim, Norway, May 2014.
Z. Ling, J.Z. Luo, K. Wu, W. Yu, and X.W. Fu,"TorWard: Discovery of malicious traffic over Tor," IEEE Infocom 2014 , Toronto, Canada, April 2014.
S.Y. Vaezpour, K. Wu, G.C. Shoja,"Location matters: optimal data placement in mobile telecom cloud," Second IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud), Oxford, U.K. April, 2014.
Z.N. Zhang, Z.Y. Li, K. Wu, H.B. Li, Y.X. Peng, X.C. Lu,"DLSM: Decoupled live storage migration with distributed device mapper storage," the 8th IEEE International Symposium on Service-Oriented System Engineering (SOSE), Oxford, U.K. April, 2014.
C. Chen, K. Wu, V. Srinivasan, and K.Bharadwaj,"The Best Answers? Think Twice: Online Detection of Commercial Campaigns in the CQA Forums," The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013) (13% acceptance rate for full papers).
C. Chen, K. Wu, V. Srinivasan, and X. Zhang,"Battling the Internet Water Army: Detection of Hidden Paid Posters," The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013)(15% acceptance rate for short papers).
S. Ali, K. Wu, and D. Marinakis,"A Maximum-Entropy Based Fast Estimation of Power Quality for Smart Microgrid," Fourth IEEE International Conference on Smart Grid Communications (SmartGridComm).
S. Ali, K. Weston, D. Marinakis, and K. Wu, "Intelligent Meter Placement for Power Quality Estimation in Smart Grid," Fourth IEEE International Conference on Smart Grid Communications (SmartGridComm).
L. Zhen, J. Luo, K. Wu, and X. Fu,"Protocol-level hidden server discovery," IEEE Infocom 2013, Turin, Itali, April 2013.
C. Gamroth, K. Wu, and D. Marinakis, "A smart meter based approach to power reliability index for enterprise-level power grid," Third IEEE International Conference on Smart Grid Communications (SmartGridComm), Tainan, Taiwan, November 2012.
S. Abubaker and K. Wu, "DAFA- a lightweight DES augmented finite automata cryptosystem," 8th CREATE-NET/ACM International Conference on Security and Privacy in Communication Networks (SecureComm), Padua, Italy, Sept. 2012.
K. Wu, Y.M., Jiang, and D. Marinakis, "A stochastic calculus for network systems with renewable energy sources," IEEE Infocom 2012 Workshop: Green Networking and Smart Grid, Orlando, Florida, March 2012.
D. Marinakis, K. Wu, and S. Whitesides, "Stochastic scheduling for underwater sensor networks," IFIP Networking 2011, Valencia, Spain, May 2011.
A. Sridharan,, Y. Gao, K. Wu, and J. Nastos, "Statistical behavior of embeddedness and communities of overlapping cliques in online social networks," IEEE Infocom 2011 mini-conf, Shanghai, April 2011.
D. Audet, L. Oliverira, N. MacMillan, D. Marinakis, and K. Wu, "Scheduling recurring tasks in energy harvesting sensors," IEEE Infocom workshop on green communications and networking, Shanghai, April 2011.
K. Wu, Y.M. Jiang, and J. Li, "On the Model Transform in Stochastic Network Calculus," 18th IEEE International Workshop on Quality of Service (IWQoS), Beijing, China, June 2010.
Y. Yuan, K. Wu, and W.J. Jia, "On the Queueing Behavior of Network Coding," The 2010 IEEE International Symposium on Network Coding, Toronto, Canada, June 2010.
J.P. Wang, K. Wu, S.L. Li, and C.M. Qiao, "Performance Modeling and Analysis of Multi-Path Routing in Integrated Fiber-Wireless Networks,"? IEEE Infocom 2010 mini-conference, San Diego, CA, March, 2010.
Y. Yuan, S.S. Li, K. Wu, W.J. Jia, and Y.X. Peng, "FOCUS: A cost-effective approach for large-scale crop monitoring with sensor networks,"? The Sixth IEEE International Conference on Mobile Ad Hoc and Sensor Systems (MASS), Macau, SAR, China, Oct. 2009.
M. Xi, K. Wu, Y. H. Liu, M. Li, J.Z. Zhao, and Y. Qi, "Run to potential: sweep coverage in wireless sensor networks," The 38th IEEE International Conference on Parallel Processing (ICPP), Vienna, Austria, Sept. 2009.
K. Wu, Y.M. Jiang, and G.Q. Hu, "A calculus for information-driven networks," 17th IEEE International Workshop on Quality of Service (IWQoS), Charleston, South Carolina, July 2009.
K. Wu, W.J. Jia, Y. Yuan, and Y.M. Jiang, "Performance modeling of stochastic networks with network coding," Workshop on Network Coding, Theory, and Applications (NetCod 2009), Lausanne, Switzerland, June 2009.
Y. H. Lee, A. Thomo, K. Wu, and V. King, "Scalable ubiquitous data access in clustered sensor networks," 20th International Conference on Scientific and Statistical Database Management (SSDBM), Hong Kong, 2008.
A. Hamidi, S. Ganti, and K. Wu, "An Aggregative Approach for Scalable Detection of DoS Attacks," IEEE GlobeCom 2008, New Orleans, 2008.
K. Wu, Y. Xiao, J. Li, and B. Sun, "A distributed algorithm for finding global icebergs over wireless networks with linked counting bloom filters," IEEE Int. Conf. on Communications (ICC), Beijing, China, 2008.
E. Soroush, K. Wu, and J. Pei, "Fast and quality-guaranteed data streaming in resource-constrained sensor networks," ACM MobiHoc, Hong Kong, 2008.
K. Wu, D. Huang, C. Liu, and J. Pan, "On the robustness of range-free localization in wireless sensor networks," Fourth ACM/IEEE Int. Conf. on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine), Vancouver, Aug. 2007.
K. Wu, Y. Cao, B. Sun, and Y. Xiao, "Experimental study of an online game over wireless networks," IEEE Pacific Rim Conf. on Communications, Computers and Signal Processing (PACRIM), Victoria, Aug. 2007.
B. Sun, N. Chand, K. Wu, and Y. Xiao, "In-network aggregation and system monitoring for wireless sensor networks,"? IEEE GlobeCom 2007, Washington DC, Nov. 2007.
T. Scott, K. Wu, and D. Hoffman, "Experimental study on the radio propagation pattern in wireless sensor networks," Int. Wireless Communications and Mobile Computing Conf. (IWCMC), Vancouver, 2006.
K. Wu, H.-C. Yang, F. Li, "Pessimism Is Mostly the Best in the Expanding Ring Search for Wireless Networks," IEEE GlobeCom 2006, San Francisco, California, Nov. 2006.
B. Sun, C.-C Li, K. Wu, and Y. Xiao, "A LCG-based Secure Protocol for Wireless Sensor Networks," IEEE International Conference on Communications (ICC 2006), Istanbul, Turkey, 2006.
C. Liu, K. Wu, J. Pei, "A Dynamic Clustering and Scheduling Approach to Energy Saving in Data Collection from Wireless Sensor Networks ," Second Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks (SECON 05), Santa Clara, California, Sept. 2005.
C. Liu, K. Wu, M. Tsao, "Energy Efficient Information Collection with the ARIMA model in Wireless Sensor Networks ," IEEE GlobeCom 2005.
C. Liu, K. Wu, V. King, "A Randomized Coverage-Preserving Scheduling Scheme for Wireless Sensor Networks," Fourth IFIP International Conference on Networking, Waterloo, Canada, May 2005.
Y. Xiao, H. Li, K. Wu, K. Leung, and Q. Ni, "Reservation with Grouping Stations for the IEEE 802.11 DCF," Fourth IFIP International Conference on Networking, Waterloo, Canada, May 2005.
K. Wu, C. Liu, and V. King, "Very Low Cost Sensor Localization for Hostile Environments," IEEE ICC 2005.
C. Liu and K. Wu, "Performance Evaluation of Range-Free Localization Methods for Wireless Sensor Networks," IEEE IPCCC 2005.
C. Liu, K. Wu, and T. He, "Sensor Localization With Ring Overlapping Based on Comparison of Received Signal Strength Indicator",? IEEE MASS, 2004.
B. Sun, F. Yu, K. Wu, and V.C.M. Leung, "Mobility-Based Anomaly Detection in Cellular Mobile Networks,"? Third ACM International Workshop on Wireless Security (WiSe 04), In conjunction with MOBICOM 2004, Philadelphia, PA, Oct. 2004.
B. Sun, K. Wu, and U.W. Pooch, "Towards Adaptive Intrusion Detection in Mobile Ad Hoc Networks," IEEE GlobeCom 2004.
D. Dreef, S. Ahari, K. Wu, and V. King, "Utilizing the Uncertainty of Intrusion Detection to Strengthen Security for Ad-hoc Networks," Third International Conference on AD-HOC Networks & Wireless (ADHOC-NOW 04), LNCS 3158, 2004, pp. 82-95.
M. Cheng, P. Miskiewicz, K. Wu, M. Zastre, and Y. Coady,? "ROSE: A Fresh Cut at Bridging the Theory/Practice Gap in a 3rd Year Systems Course," Poster Session of 19th ACM Symposium on Operating Systems Principles (SOSP 03), New York, USA, October 2003.
B. Sun, K. Wu, and U.W. Pooch, "Routing Anomaly Detection in Mobile Ad Hoc Networks," Proceedings of 12th International Conference on Computer Communications and Networks (ICCCN 03), Dallas, Texas, October 2003, pp. 25-31.
Y. Gao, K. Wu, and F. Li, "Analysis on the Redundancy of Wireless Sensor Networks," Proceedings of Second ACM International Workshop on Wireless Sensor Networks and Applications (WSNA 03), In conjunction with MOBICOM 2003, San Diego, California, September 2003, pp.108-114.
B. Sun, K. Wu, and U.W. Pooch, "Alert Aggregation in Mobile Ad Hoc Networks," Proceedings of Second ACM International Workshop on Wireless Security (WiSe 03), In conjunction with MOBICOM 2003, San Diego, California, September 2003, pp. 69-78.
Y. Xiao and K. Wu, "Location Update for PCS Networks with a Fractional Movement Threshold," Proceedings of the 23rd International Conference on Distributed Computing Systems (ICDCS) Workshops: Workshop on Mobile and Wireless Networks, Providence, Rohde Island, USA, May 2003, pp. 825-829.