Lei Yu, Jianzhong Li, "SpyMon: Hidden network monitoring for security in wireless sensor Networks." In the proceedings of 2008 5th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2008.
Lei Yu, Jianzhong Li, "Grouping-Based Resilient Statistical En-Route Filtering for Sensor Networks." In the proceedings of IEEE INFOCOM 2009, 2009.
Shuguang Xiong, Jianzhong Li, Lei Yu, "Maximize the Lifetime of a Data-gathering Wireless Sensor Network." In the proceedings of 2009 6th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks, 2009.
Lei Yu, Jian-Zhong Li, Jizhou Luo, "Distributed Secure Clustering Protocol in Wireless Sensor Networks." Journal of Software, 2009.
Lei Yu, Jianzhong Li, Siyao Cheng, "Approximate Continuous Aggregation via Time Window Based Compression and Sampling in WSNs." Wirel. Sens. Netw., 2010.
Siyao Cheng, Jianzhong Li, Qianqian Ren, Lei Yu, "Bernoulli sampling based ($epsilon$, $delta$)-approximate aggregation in large-scale sensor networks." In the proceedings of INFOCOM 2010, 2010.
Lei Yu, Jianzhong Li, Siyao Cheng, Shuguang Xiong, "Secure continuous aggregation via sampling-based verification in wireless sensor networks." In the proceedings of 2011 Proceedings IEEE INFOCOM, 2011.
Lei Yu, Karan Sapra, Haiying Shen, Lin Ye, "Cooperative end-to-end traffic redundancy elimination for reducing cloud bandwidth cost." In the proceedings of 2012 20th IEEE International Conference on Network Protocols (ICNP), 2012.
Shuguang Xiong, Lei Yu, Haiying Shen, Chen Wang, Wei Lu, "Efficient algorithms for sensor deployment and routing in sensor networks for network-structured environment monitoring." In the proceedings of 2012 Proceedings IEEE INFOCOM, 2012.
Jianzhong Li, Lei Yu, Hong Gao, Shuguang Xiong, "Grouping-Enhanced Resilient Probabilistic En-Route Filtering of Injected False Data in WSNs." IEEE Transactions on Parallel and Distributed Systems, 2012.
Longjiang Guo, Jinsheng Duan, Jinbao Li, Lei Yu, Haiying Shen, "HAS: Hidden anti-theft system based on wireless sensor networks." In the proceedings of 2012 IEEE 31st International Performance Computing and Communications Conference (IPCCC), 2012.
Siyao Cheng, Jianzhong Li, Lei Yu, "Location Aware Peak Value Queries in sensor networks." In the proceedings of 2012 Proceedings IEEE INFOCOM, 2012.
Chenxi Qiu, Lei Yu, Haiying Shen, Sohraab Soltani, "Low-latency multi-flow broadcasts in fading wireless networks." In the proceedings of 2013 Proceedings IEEE INFOCOM, 2013.
Lei Yu, Haiying Shen, "Bandwidth Guarantee under Demand Uncertainty in Multi-tenant Clouds." In the proceedings of 2014 IEEE 34th International Conference on Distributed Computing Systems (ICDCS), 2014.
Haiying Shen, Ze Li, Lei Yu, Chenxi Qiu, "Efficient Data Collection for Large-Scale Mobile Monitoring Applications." IEEE Transactions on Parallel and Distributed Systems, 2014.
Chenxi Qiu, Haiying Shen, Lei Yu, "Energy-efficient cooperative broadcast in fading wireless networks." In the proceedings of IEEE INFOCOM 2014 - IEEE Conference on Computer Communications, 2014.
Lei Yu, Jianzhong Li, Siyao Cheng, Shuguang Xiong, Haiying Shen, "Secure Continuous Aggregation in Wireless Sensor Networks." IEEE Transactions on Parallel and Distributed Systems, 2014.
Haiying Shen, Ze Li, Lei Yu, "A P2P-Based Market-Guided Distributed Routing Mechanism for High-Throughput Hybrid Wireless Networks." IEEE Transactions on Mobile Computing, 2015.
Jinwei Liu, Lei Yu, Haiying Shen, Yangyang He, Jason Hallstrom, "Characterizing data deliverability of greedy routing in wireless sensor networks." In the proceedings of SECON, 2015.
Nematollah Iri, Lei Yu, Haiying Shen, Gregori Caulfield, "Congestion-adaptive data collection with accuracy guarantee in cyber-physical systems." In the proceedings of 2015 12th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON), 2015.
Chenxi Qiu, Haiying Shen, Lei Yu, "Energy-Efficient and Delay-Constrained Broadcast in Time-Varying Energy-Demand Graphs." In the proceedings of 2015 44th International Conference on Parallel Processing, 2015.
Kakan Dey, Li Yan, Xujie Wang, Yue Wang, Haiying Shen, Mashrur Chowdhury, Lei Yu, Chenxi Qiu, Vivekgautham Soundararaj, "A Review of Communication, Driver Characteristics, and Controls Aspects of Cooperative Adaptive Cruise Control (CACC)." IEEE Transactions on Intelligent Transportation Systems, 2016.
Lei Yu, Zhipeng Cai, "Dynamic scaling of virtual clusters with bandwidth guarantee in cloud datacenters." In the proceedings of IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications, 2016.
Haiying Shen, Lei Yu, Liuhua Chen, Zhuozhao Li, "Goodbye to Fixed Bandwidth Reservation: Job Scheduling with Elastic Bandwidth Reservation in Clouds." In the proceedings of 2016 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2016.
Chenxi Qiu, Haiying Shen, Lei Yu, Sohraab Soltani, "Low-Latency Multi-Flow Cooperative Broadcast in Fading Wireless Networks." IEEE Transactions on Computers, 2016.
Haiying Shen, Ankur Sarker, Lei Yu, Feng Deng, "Probabilistic Network-Aware Task Placement for MapReduce Scheduling." In the proceedings of 2016 IEEE International Conference on Cluster Computing (CLUSTER), 2016.
Guoxin Liu, Haiying Shen, Lei Yu, "Towards Deadline Guaranteed Cloud Storage Services." In the proceedings of 2016 IEEE 9th International Conference on Cloud Computing (CLOUD), 2016.
Lei Yu, Haiying Shen, Karan Sapra, Lin Ye, Zhipeng Cai, "CoRE: Cooperative End-to-End Traffic Redundancy Elimination for Reducing Cloud Bandwidth Cost." IEEE Transactions on Parallel and Distributed Systems, 2017.
Lei Yu, Ling Liu, Calton Pu, "Dynamic Differential Location Privacy with Personalized Error Bounds." In the proceedings of NDSS, 2017.
Haiying Shen, Shenghua He, Lei Yu, Ankur Sarker, "Prediction-based redundant data elimination with content overhearing in wireless networks." In the proceedings of 2017 IEEE International Conference on Pervasive Computing and Communications (PerCom), 2017.
Stacey Truex, Ling Liu, Mehmet Gursoy, Lei Yu, "Privacy-Preserving Inductive Learning with Decision Trees." In the proceedings of 2017 IEEE International Congress on Big Data (BigData Congress), 2017.
Jinwei Liu, Haiying Shen, Lei Yu, Husnu Narman, Jiannan Zhai, Jason Hallstrom, Yangyang He, "Characterizing Data Deliverability of Greedy Routing in Wireless Sensor Networks." IEEE Transactions on Mobile Computing, 2018.
Lin Ye, Xiangzhan Yu, Lei Yu, Bin Guo, Dongyang Zhan, Xiaojiang Du, Mohsen Guizani, "Checking Function-Level Kernel Control Flow Integrity for Cloud Computing." IEEE Access, 2018.
Shenghua He, Haiying Shen, Vivekgautham Soundararaj, Lei Yu, "Cloud Assisted Traffic Redundancy Elimination for Power Efficiency in Smartphones." In the proceedings of 2018 IEEE 15th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), 2018.
Zhihua Li, Chengyu Yan, Lei Yu, Xinrong Yu, "Energy-aware and multi-resource overload probability constraint-based virtual machine dynamic consolidation method." Future Gener. Comput. Syst., 2018.
Lei Yu, Haiying Shen, Zhipeng Cai, Ling Liu, Calton Pu, "Towards Bandwidth Guarantee for Virtual Clusters Under Demand Uncertainty in Multi-Tenant Clouds." IEEE Transactions on Parallel and Distributed Systems, 2018.
Mehmet Gursoy, Ling Liu, Stacey Truex, Lei Yu, Wenqi Wei, "Utility-Aware Synthesis of Differentially Private and Attack-Resilient Location Traces." In the proceedings of Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security (CCS), 2018.
Yan Zhuang, Lei Yu, Haiying Shen, William Kolodzey, Nematollah Iri, Gregori Caulfield, Shenghua He, "Data Collection with Accuracy-Aware Congestion Control in Sensor Networks." IEEE Transactions on Mobile Computing, 2019.
Yanzhao Wu, Ling Liu, Juhyun Bae, Ka-Ho Chow, Arun Iyengar, Calton Pu, Wenqi Wei, Lei Yu, Qi Zhang, "Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks." In the proceedings of 2019 IEEE International Conference on Big Data (Big Data), 2019.
Stacey Truex, Ling Liu, Mehmet Gursoy, Lei Yu, Wenqi Wei, "Demystifying Membership Inference Attacks in Machine Learning as a Service." IEEE Transactions on Services Computing, 2019.
Lei Yu, Ling Liu, Calton Pu, Mehmet Gursoy, Stacey Truex, "Differentially Private Model Publishing for Deep Learning." In the proceedings of 2019 IEEE Symposium on Security and Privacy (S&P), 2019.
Mehmet Gursoy, Ling Liu, Stacey Truex, Lei Yu, "Differentially Private and Utility Preserving Publication of Trajectory Data." IEEE Transactions on Mobile Computing, 2019.
Stacey Truex, Ling Liu, Mehmet Gursoy, Wenqi Wei, Lei Yu, "Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability." In the proceedings of 2019 First IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA), 2019.
Lei Yu, Ling Liu, Calton Pu, Ka Chow, Mehmet Gursoy, Stacey Truex, Hong Min, Arun Iyengar, Gong Su, Qi Zhang, Donna Dillenberger, "GRAHIES: Multi-Scale Graph Representation Learning with Latent Hierarchical Structure." In the proceedings of 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019.
Chenxi Qiu, Haiying Shen, Lei Yu, "Towards Green Wireless Networking: Fading-Resistant Time Constraint Broadcasts Using Cooperative Communication." IEEE Transactions on Network Science and Engineering, 2019.
Lei Yu, Liuhua Chen, Zhipeng Cai, Haiying Shen, Yi Liang, Yi Pan, "Stochastic Load Balancing for Virtual Resource Management in Datacenters." IEEE Transactions on Cloud Computing, 2020.
Lei Yu, Lingfei Wu, "Towards Byzantine-Resilient Federated Learning via Group-Wise Robust Aggregation." In the proceedings of Federated Learning, 2020.
Kai Li, Qi Zhang, Lei Yu, Hong Min, "DRL-Clusters: Buffer Management with Clustering based Deep Reinforcement Learning." In the proceedings of NeurIPS 2021 Workshop on Databases and AI, 2021.
Guoxin Liu, Haiying Shen, Haoyu Wang, Lei Yu, "Towards Deadline Guaranteed Cloud Storage Services." IEEE Transactions on Services Computing, 2021.
Lixi Zhou, Jiaqing Chen, Amitabh Das, Hong Min, Lei Yu, Ming Zhao, Jia Zou, "Serving Deep Learning Models with Deduplication from Relational Databases." In the proceedings of VLDB, 2022.
Lixi Zhou, Lei Yu, Jia Zou, Hong Min, "Privacy-Preserving Redaction of Diagnosis Data through Source Code Analysis." In the 35th International Conference on Scientific and Statistical Database Management(SSDBM), 2023.
Talk at UC San Francisco, Department of Testing, San Francisco, California
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk at London School of Testing, London, UK
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA