Publications

Selected Conference Publications

AAAI'23	Yangdi Lu, Zhiwei Xu, and Wenbo He," Rethinking Label Refurbishment: Model Robustness under Label Noise.", in Proceedings of the the thirty-seventh AAAI Conference on Artificial Intelligence,, Washingto DC, USA, February 2023.
NeurIPS'22	Yangdi Lu, Yang Bo and Wenbo He" Noise Attention Learning: Enhancing Noise Robustness by Gradient Scaling.", in Proceedings of the the thirty-sixth Conference on Neural Information Processing Systems (NeurIPS'22),, New Orleans, USA, December 2022.
IJCAI'22	Yangdi Lu, Yang Bo and Wenbo He," SELC: Self-Ensemble Label Correction Improves Learning with Noisy Labels.", in Proceedings of the 31st International Joint Conference on Artifical Intelligence (IJCAI-ECAI), Vienna, Austria, July 2022.
WSDM'22	Yangdi Lu, Yang Bo and Wenbo He," An Ensemble Model for Combating Label Noise.", in Proceedings of the theThe Fifteenth International Conference on Web Search and Data Mining (WSDM'22), Virtual, Feb. 2022.
BigData'21	Yangdi Lu, and Wenbo He," MixNN: Combating Noisy Labels in Deep Learning by Mixing with Nearest Neighbours.", in Proceedings of the the IEEE International Conference on Big Data,, Virtual, December 2021.
INFOCOM'21	Wenbo He, Shusheng Li, Wenbo Wang, Muheng Wei, and Bohua Qiu." CryptoEyes: Privacy Preserving Classification over Encrypted Images. (INFOCOM'21), Virtual, May 2021.
INFOCOM'21	Shusheng Li and Wenbo He," VideoLoc: Video-based Indoor Localization with Text Information.", in Proceedings of the the IEEE International Conference on Computer Communications (INFOCOM'21), Virtual, May 2021.
IWQoS'20	Yixin Chen, Xinye Lin, Keshi Ge, Wenbo He, and Dongsheng Li," Tag Pollution Detection in Web Videos via Cross-Modal Relevance Estimation.", in Proceedings of the IEEE/ACM International Symposium on Quality of Service (IWQoS'20), Virtual, June 2020.
WACV'20	Yang Bo, Yangdi Lu, and Wenbo He," Few-Shot Learning of Video Action Recognition Only Based on Video Contents.", in Proceedings of the the Winter Conference on Applications of Computer Vision (WACV'20), Snowmass Village, CO (USA), March 2020.
BigData'19	Shusheng Li and Wenbo He" VidAnomaly: LSTM-autoencoder-based Adversarial Learning for One-class Video Classification with Multiple Dynamic Images.", in Proceedings of the the IEEE International Conference on Big Data, Los Angeles, CA (USA), December 2019.
BigData'18	Yangdi Lu, Yang Bo, Wenbo He, and Amir Nabatchian." Dynamic Partition Forest: An Efficient and Distributed Indexing Scheme for Similarity Search based on Hashing", in Proceedings of the the IEEE International Conference on Big Data, , pp. 1059-1064, Seattle WA (USA), Dec. 2018.
BigMM'18	Yangdi Lu, Wenbo He, Amir Nabatchian." Random Draw Forest: A Salient Index for Similarity Search Over Multimedia Data.", in Proceedings of the the Fourth IEEE International Conference on Multimedia Big Data (BigMM'18), Xi’an, China, Sept. 2018.
BigMM'18	Yang Bo, Yixin Chen, Wenbo He, and Jie Xiang." DVD: Constructing a Discriminative Video Descriptor by Convolving Frame Features.", in Proceedings of the the Fourth IEEE International Conference on Multimedia Big Data (BigMM'18), Xi’an, China, Sept. 2018.
BigMM'17	Nan Zhu, Yangdi Lu, Wenbo He, and Yu Hua" A Content-based Indexing Scheme for Large-Scale Unstructured Data.", in Proceedings of the The Third IEEE International Conference on Multimedia Big Data (IEEE BigMM'17), , Laguna Hills, CA (USA), April, 2017.
ICDCS'17	Wen Wang, Wenbo He, and Jinshu Su," Boosting The Benefits Of Hybrid SDN.", in Proceedings of the the 37th IEEE International Conference on Distributed Computing Systems (ICDCS'17) short paper, Atlanta, GA (USA), June 2017.
BigMM'16	Yixin Chen, and Wenbo He," An Empirical Study of the Textual Content of Online Videos.", in Proceedings of the thethe second IEEE International Conference on Multimedia Big Data (BigMM'16), Taipei, Taiwan, April 2016.
ICNP'16	Wen Wang, Wenbo He, and Jinshu Su," Redactor: Reconcile Network ControlWith Declarative Applications In SDN", in Proceedings of the 24th IEEE International Conference on Network Protocols (ICNP'16), Singapore, November, 2016.
INFOCOM'16	Yixin Chen, Wenbo He, Yu Hua, and Wen Wang," CompoundEyes: Large-scale Near-duplicate Video Detection", in Proceedings of the the 35th IEEE Conference on Computer Communications (INFOCOM'16), San Francisco, CA, U.S.A., April, 2016.
INFOCOM'16	Wen Wang, Wenbo He, Jinshu Su, and Yixin Chen," Cupid: Congestion-free Consistent Data Plane Update In Software Defined Networks", in Proceedings of the the 35th IEEE Conference on Computer Communications (INFOCOM'16), San Francisco, CA, U.S.A., April, 2016.
PerCom'16	Landu Jiang, Xi Chen, and Wenbo He," SafeCam: Analyzing Intersection-Related Driver Behaviors using Multi-Sensor Smartphones", in Proceedings of the IEEE International Conference on Pervasive Computing and Communications (PerCom'16), Sydney, Australia, March 2016.
BigData'15	Nan Zhu, Yixin Chen, Wenbo He, and Yu Hua" Marlin: Taming the Big Streaming Data in Large Scale Video Sharing and Hosting Systems", in Proceedings of the 2015 IEEE International Conference on Big Data, Santa Clara, CA, USA.
CNS'15	Qinglong Wang, Amir Yahyavi, Bettina Kemme, and Wenbo He," I Know What You Did on Your Smartphone: Inferring App Usage over encrypted Data Traffic", in Proceedings of the IEEE Conference on Communications and Network Security (CNS'15), Florence, Italy, September 2015.
IWQoS'15	Wen Wang, Wenbo He, and Jinshu Su," M2SDN: Achieving Multipath and Multihoming in Data Centers with Software Defined Networking", in Proceedings of the the IEEE/ACM International Symposium on Quality of Service (IWQoS 2015) in conjunction with ACM FCRC, Portland, USA, June, 2015.
INFOCOM'15	Yu Hua, Wenbo He, Xue Liu and Dan Feng," SmartEye: Real-time and Efficient Cloud Image Sharing for Disaster Environments", in Proceedings of the 34th Annual IEEE International Conference on Computer Communications (INFOCOM'15), Hong Kong, April 2015.
INFOCOM'14	Haoxiang Liu, Wei Gong, Xin Miao, Kebin Liu, and Wenbo He, "Adaptive Continuous Scanning in Large-Scale RFID Systems", in Proceedings of the the 33rd IEEE Conference on Computer Communications 2014 (INFOCOM'14), Toronto, Canada, 2014.
IWQoS'14	Qiuyu Li, Yu Hua, Wenbo He, Dan Feng, Zhenhua Nie, and Yuanyuan Sun, "Necklace: An Efficient Cuckoo Hashing Scheme for Cloud Storage Services", in Proceedings of the IEEE/ACM International Symposium on Quality of Services (IWQoS'14), Hong Kong, China, 2014.
ICDCS'14	Haoxiang Liu, Wei Gong, Lei Chen, Wenbo He, Kebin Liu and Yunhao Liu, "Generic Composite Counting in RFID Systems", in Proceedings of the the 34th International Conference on Distributed Computing Systems (ICDCS'14), Madrid, Spain, June 2014.
ICDE'14	Pinghui Wang, Wenbo He, and Xue Liu, "An Efficient Sampling Method for Characterizing Points of Interests on Maps", in Proceedings of the the 30th IEEE International Conference on Data Engineering (ICDE'14), Chicago, Illinois, USA, 2014.
HotPower'13	Mingyuan Xia, Wenbo He, Xue Liu, and Jie Liu," Why Application Errors Drain Battery Easily? A Study of Memory Leaks in Smartphone Apps", in Proceedings of the 5th Workshop on Power-Aware Computing and Systems (HotPower'13), in conjunction with The 24th ACM Symposium on Operating Systems Principles (SOSP'13), , Farmington, Pennsylvania, USA, 2014.
PerCom'12	Michael M. Groat, Benjamin Edwards, James Horey, Wenbo He, and Stephanie Forrest," Enhancing Privacy in Participatory Sensing Applications with Multidimensional Data", in Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom'12), , Lugano, Switzerland, March 2012.
ICDCS'12	Jianguo Yao, Xue Liu, Wenbo He, and Ashikur Rahman, "Dynamic Control of Electricity Cost with Power Demand Smoothing and Peak Shaving for Distributed Internet Data Centers.", in Proceedings of the the 32nd International Conference on Distributed Computing Systems (ICDCS'12), Macau, China, June, 2012.
INFOCOM'12	Fan Zheng, Li He, Wenbo He, and Xue Liu, "Data Perturbation with State-Dependent Noise for Participatory Sensing ", in Proceedings of the the 31st IEEE Conference on Computer Communications 2012 (INFOCOM'12), Orlando, FL, 2012.
INFOCOM'12	Yu Hua, Xue Liu, and Wenbo He, "HOSA: Holistic Scheduling and Analysis for Scalable Fault-tolerant FlexRay Design ", in Proceedings of the the 31st IEEE Conference on Computer Communications 2012 (INFOCOM'12), Orlando, FL, 2012.
MASS'11	Yongping Xiong, Wenbo He, Canfeng Chen, Jian Ma, Limin Sun, "Phoenix: Peer-to-Peer Location based Notification in Mobile Networks", in Proceedings of the the 8th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS'11), Valencia, Spain, October 2011.
ICDCS'11	Huanzhong Li, Xue Liu, Wenbo He, Jian Li, Wenhua Dou, "End-to-End Delay Analysis in Wireless Network Coding: A Network Calculus-Based Approach", in Proceedings of the the 31th International Conference on Distributed Computing Systems (ICDCS'11), Minneapolis, Minnesota, 2011.
ICDCS'11	Fan Zhang, Wenbo He, Xue Liu, "Defending Against Traffic Analysis in Wireless Networks through Traffic Reshaping", in Proceedings of the the 31th International Conference on Distributed Computing Systems (ICDCS'11), Minneapolis, Minnesota, 2011.
ICDCS'11	Wenbo He, Xue Liu, Mai Ren, "Location Cheating: A Security Challenge to Location-based Social Network Services", in Proceedings of the the 31th International Conference on Distributed Computing Systems (ICDCS'11), Minneapolis, Minnesota, 2011.
WiSec'11	Fan Zhang, Wenbo He, Xue Liu, Patrick Bridges, "Inferring Users’ Online Activities through Traffic Analysis", in Proceedings of the Fourth ACM Conference on Wireless Network Security (WiSec'11), (Best Paper Award), Hamburg, Germany , June 15-17, 2011.
INFOCOM'11	Michael Groat,Wenbo He, Stephanie Forrest, "KIPDA: k-Indistinguishable Privacy-preserving Data Aggregation inWireless Sensor Networks", in Proceedings of the IEEE Conference on Computer Communications 2011 (INFOCOM'11),Shanghai, China.
ICDCS'10	Wenbo He,Xue Liu, Long Zheng, and Hao Yang," Reliability Calculus: A Theoretical Framework To Analyze Communication Reliability", in Proceedings of the 30th International Conference on Distributed Computing Systems (ICDCS'10), Genoa Italy, June 22-25, 2010.
ISCC’10	Yongping Xiong, Limin Sun, Wenbo He, and Jian Ma", Anycast Routing in Mobile Opportunistic Networks. ", in Proceedings of The 15th IEEE Symposium on Computers and Communications (ISCC'10), , Riccione, Italy, June 22-25, 2010.
MP2P’10	Wenbo He, Ying Huang, Klara Nahrstedt, and Bo Wu.", Message Propagation in Ad-Hoc-Based Proximity Mobile Social Networks.", in Proceedings ofThe 6th IEEE PerCom Workshop on Mobile Peer-to-Peer Computing (MP2P'10), , Mannheim, Germany, April, 2010.
ICAC'09	Liang Liu, Haotian Wang, Xue Liu, Xing Jin, Wenbo He, Qingbo Wang, and Ying Chen", GreenCloud: A New Architecture for Green Data Center.", in Proceedings ofThe 6th International Conference on Autonomic Computing and Communications), Barcelona, Spain, June 2009.
ICDCS'09	Ying Huang, Yan Gao, Wenbo He, and Klara Nahrstedt", Optimizing File Retrieval in Delay-Tolerant Content Distribution Community.", in Proceedings ofIn Proceedings of the 29th International Conference on Distributed Computing Systems (ICDCS'09), Montreal, Quebec, Canada, June 2009.
ICDCS-WCPS'09	Wenbo He, Xue Liu, Hoang Nguyen, and Klara Nahrstedt.", A Cluster-based Protocol To Enforce Integrity and Preserve Privacy in Data Aggregation.", in Proceedings ofThe 2nd International Workshop on Cyber-Physical Systems (WCPS 2009), in conjunction with ICDCS 2009., Montreal, Quebec, Canada, June 2009.
ICDCS-WCPS'09	Jie Liu, Feng Zhao, Xue Liu, and Wenbo He.", Challenges Towards Elastic Power Management in Internet Data Centers (invited).", in Proceedings ofThe 2nd International Workshop on Cyber-Physical Systems (WCPS 2009), in conjunction with ICDCS 2009., Montreal, Quebec, Canada, June 2009.
NSDI'08	Gong Chen, Wenbo He, Jie Liu, Suman Nath, Leonidas Rigas, Lin Xiao, and Feng Zhao", Energy-Aware Server Provisioning and Load Dispatching for Connection-Intensive Internet Services.", in Proceedings ofthe 5th USENIX Symposium on Networked Systems Design and Implementation (NSDI'08)., San Francisco, CA, April, 2008.
MILCOM'08	Wenbo He, Hoang Nguyen, Xue Liu, Klara Nahrstedt and Tarek Abdelzaher", iPDA: An Integrity-Protecting Private Data Aggregation Scheme for Wireless Sensor Networks.", in Proceedings ofMILCOM 2008., San Diego CA, 2008.
MILCOM'08	Ying Huang, Wenbo He, Klara Nahrstedt, and Whay C. Lee", CORPS: Event-driven Mobility Model For First Responders In Incident Scene.", in Proceedings ofMILCOM 2008., San Diego CA, 2008.
INFOOCM MCN	Ying Huang, Wenbo He, Klara Nahrstedt, and Whay C. Lee", DoS-Resistant Broadcast Authentication Protocol with Low End-to-end Delay.", in Proceedings ofIn the 2nd IEEE Workshop on Mission-Critical Networking, in conjunction with IEEE INFOCOM,, Phoenix, Arizona, 2008.
MILCOM'08	Ying Huang, Wenbo He, Klara Nahrstedt, and Whay C. Lee", CORPS: Event-driven Mobility Model For First Responders In Incident Scene.", in Proceedings ofMILCOM 2008., San Diego CA, 2008.
ICDCS-CPS	Zhong Xu, Xue Liu, Guoqing Zhang, Wenbo He, Guanzhong Dai, and Weihuan Shu", A Certificateless Signature Scheme for Mobile Wireless Cyber-Physical Systems.", in Proceedings ofThe First International Workshop on Cyber-Physical Systems, in conjunction with ICDCS, Beijing, China, 2008.
INFOCOM’07	Wenbo He, Xue Liu, Hoang Nguyen, Klara Nahrstedt, and Tarek Abdelzaher.", PDA: Privacy-preserving Data Aggregation in Wireless Sensor Networks.", in Proceedings ofthe 26th Annual IEEE Conference on Computer Communications (INFOCOM'07).,Anchorage, Alaska, May 2007.
PerCom'07	Wenbo He, Ying Huang, Klara Nahrstedt, and Whay C. Lee", SMOCK: A Self-contained Public Key Management Scheme for Mission-critical Wireless Ad Hoc Networks.", in Proceedings ofthe fifth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom'07)., White Plains, New York, March 2007.
CDC'07	Xue Liu, and Wenbo He", Active Queue Management Design Using Discrete-Event Control.", in Proceedings ofthe 46th IEEE Conference on Decision and Control (CDC'07), New Orleans, LA, 2007.
IM-FeBID	Xue Liu and Wenbo He", Control Computing Systems as Queueing Systems: The Case of Optimal Dropping Strategy for Internet Routers.", in Proceedings ofthe second IEEE International Workshop on Feedback Control Implementation and Design in Computing Systems and Networks (FeBID), Co-located with IM 2007, Munich, Germany, May 2007.
Homeland Security'07	Ying Huang, Wenbo He, Klara Nahrstedt, and Whay C. Lee", Requirements and System Architecture Design Consideration for First Responder Systems.", in Proceedings ofthe IEEE Conference on Technologies for Homeland Security Conference., Waltham, MA, May 2007.
BROADNETS’06	Wenbo He, Hoang Nguyen, and Klara Nahrstedt.", Experimental Validation of Middleware-based QoS Control in 802.11 Wireless Networks (Invited paper).", in Proceedings ofthe third International Conference on Broadband Communications, Netwoks, and Systems (BROADNETS'06), San Diego CA, 2008.
RTAS'06	Wenbo He and Klara Nahrstedt", Impact of Upper Layer Adaptation on End-to-end Delay Management in Wireless Ad Hoc Networks.", in Proceedings ofthe Twelfth IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS'06), San Diego CA, 2006.
WCNC'06	Wenbo He and Klara Nahrstedt", An Integrated Solution to Delay and Security Support in Wireless Networks.", in Proceedings ofthe IEEE Wireless Communications and Networking Conference (WCNC'06), Las Vegas, NV, April 2006.
Mobiquitous’05	Wenbo He, Xue Liu, and Klara Nahrstedt", A Feedback Control Scheme for Resource Allocation in Wireless Multi-hop Ad Hoc Networks.", in Proceedings ofthe International Conference on Mobile and Ubiquitous Systems: Networks and Services (Mobiquitous'05), San Diego CA, July 2005.
RTSS'05	Qixin Wang, Xue Liu, Weiqun Chen, Wenbo He, and Marco Caccamo", Building Robust Wireless LAN for Industrial Control with DSSS-CDMA Cellphone Network Paradigm.", in Proceedings ofthe IEEE Real-Time Systems Symposium (RTSS'05), Miami, Florida, December 2005.

Representitive Journal Articles

ToBD	Yixin Chen, Dongsheng Li, Yu Hua, and Wenbo He," Effective and Efficient Content Redundancy Detection of Web Videos.", IEEE Transactions on Big Data, Vol. 7, No. 1, March 1, 2021.
IJSC	Nan Zhu, Yangdi Lu, Wenbo He, Jike Ge," Towards Update-Efficient and Parallel-Friendly Content-based Indexing in Cloud Computing.", International Journal of Semantic Computing (IJSC),, Vol. 12, No. 02, pp. 191-213, 2018.
TMC	Shanfeng Zhang, Qiang Ma, Tong Zhu, Kebin Liu, Lan Zhang, , Wenbo He, and Yunhao Liu," PLP: Protecting Location Privacy against Correlation Analyze Attack in Crowdsensing.", IEEE Transactions on Mobile Computing (TMC), Volume: 16, Issue: 9, Sept. 2017.
TDSC	Alireza Shameli-Sendi, Habib Louafi, Wenbo He, and Mohamed Cheriet," Dynamic Optimal Countermeasure Selection for Intrusion Response System.", IEEE Transactions on Dependable and Secure Computing (TDSC), Volume: PP, Issue: 99, October 2016.
ToN	Wei Gong, Haoxiang Liu, Xin Miao, Kebin Liu, Wenbo He, Lan Zhang, and Yunhao Liu," Fast and Adaptive Continuous Scanning in Large-Scale RFID Systems", IEEE/ACM Transactions on Networking (ToN), Volume 1, Issue 1, 2016.
TCSS	Gang Liang, Wenbo He, Chun Xu, Liangyin Chen and Jinquan Zeng," Rumor Identification in Microblogging Systems Based on Users’ Behavior", IEEE Transactions on Computational Social Systems (TCSS), Volume 2, Issue 3, 2015.
TKDE	Pinghui Wang, Wenbo He, and Xue Liu,"Efficiently Estimating Statistics of Points of Interests on Maps", IEEE Transactions on Knowledge and Data Engineering (TKDE), Volume 28, Issue 2, September 2015.
TPDS	Yu Hua, Xue Liu, Wenbo He, and Dan Feng,"Design and Implementation of Holistic Scheduling and Efficient Storage for FlexRay", IEEE Transactions on Parallel and Distributed Systems (TPDS), VOL. 25, NO. 10, October 2014.
Internet Computing	Pinghui Wang, Wenbo He, and Junzhou Zhao,"A Tale of Three Social Networks: User Activity Comparisons across Facebook, Twitter, and Foursquare", IEEE Internet Computing, vol. 18, no. 2, pp. 10-15, March-April 2014. (This article has been selected as the Featured Article by the Special Technical Community on Social Networks in May 2014.)
TWC	Fan Zhang, Wenbo He, Yangyi Chen, Zhou Li, XiaoFeng Wang, Shuo Chen, and Xue Liu," ThwartingWi-Fi Side-Channel Analysis through Traffic Demultiplexing", IEEE Transactions on Wireless Communications (TWC), VOL. 13, NO. 1, Jauary 2014.
ToSN	Wenbo He, Xue Liu, Hoang Nguyen, Klara Nahrstedt, Tarek Abdelzaher, "PDA: Privacy-preserving Data Aggregation for Information Collection", ACM Transactions on Wireless Sensor Networks, Volume 8 Issue 1, August 2011.