Publications

You can also find my articles on my Google Scholar profile.

Conference Papers

Privacy-Preserving Redaction of Diagnosis Data through Source Code Analysis

In the 35th International Conference on Scientific and Statistical Database Management(SSDBM), 2023

Lixi Zhou, Lei Yu, Jia Zou, Hong Min

Serving Deep Learning Models with Deduplication from Relational Databases

In the proceedings of VLDB, 2022

Lixi Zhou, Jiaqing Chen, Amitabh Das, Hong Min, Lei Yu, Ming Zhao, Jia Zou

DRL-Clusters: Buffer Management with Clustering based Deep Reinforcement Learning

In the proceedings of NeurIPS 2021 Workshop on Databases and AI, 2021

Kai Li, Qi Zhang, Lei Yu, Hong Min

Towards Byzantine-Resilient Federated Learning via Group-Wise Robust Aggregation

In the proceedings of Federated Learning, 2020

Lei Yu, Lingfei Wu

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

Lei Yu, Ling Liu, Calton Pu, Ka Chow, Mehmet Gursoy, Stacey Truex, Hong Min, Arun Iyengar, Gong Su, Qi Zhang, Donna Dillenberger

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

Stacey Truex, Ling Liu, Mehmet Gursoy, Wenqi Wei, Lei Yu

Differentially Private Model Publishing for Deep Learning

In the proceedings of 2019 IEEE Symposium on Security and Privacy (S&P), 2019

Lei Yu, Ling Liu, Calton Pu, Mehmet Gursoy, Stacey Truex

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

Yanzhao Wu, Ling Liu, Juhyun Bae, Ka-Ho Chow, Arun Iyengar, Calton Pu, Wenqi Wei, Lei Yu, Qi Zhang

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

Mehmet Gursoy, Ling Liu, Stacey Truex, Lei Yu, Wenqi Wei

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

Shenghua He, Haiying Shen, Vivekgautham Soundararaj, Lei Yu

Privacy-Preserving Inductive Learning with Decision Trees

In the proceedings of 2017 IEEE International Congress on Big Data (BigData Congress), 2017

Stacey Truex, Ling Liu, Mehmet Gursoy, Lei Yu

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

Haiying Shen, Shenghua He, Lei Yu, Ankur Sarker

Dynamic Differential Location Privacy with Personalized Error Bounds

In the proceedings of NDSS, 2017

Lei Yu, Ling Liu, Calton Pu

Towards Deadline Guaranteed Cloud Storage Services

In the proceedings of 2016 IEEE 9th International Conference on Cloud Computing (CLOUD), 2016

Guoxin Liu, Haiying Shen, Lei Yu

Probabilistic Network-Aware Task Placement for MapReduce Scheduling

In the proceedings of 2016 IEEE International Conference on Cluster Computing (CLUSTER), 2016

Haiying Shen, Ankur Sarker, Lei Yu, Feng Deng

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

Haiying Shen, Lei Yu, Liuhua Chen, Zhuozhao Li

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

Lei Yu, Zhipeng Cai

Energy-Efficient and Delay-Constrained Broadcast in Time-Varying Energy-Demand Graphs

In the proceedings of 2015 44th International Conference on Parallel Processing, 2015

Chenxi Qiu, Haiying Shen, Lei Yu

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

Nematollah Iri, Lei Yu, Haiying Shen, Gregori Caulfield

Characterizing data deliverability of greedy routing in wireless sensor networks

In the proceedings of SECON, 2015

Jinwei Liu, Lei Yu, Haiying Shen, Yangyang He, Jason Hallstrom

Energy-efficient cooperative broadcast in fading wireless networks

In the proceedings of IEEE INFOCOM 2014 - IEEE Conference on Computer Communications, 2014

Chenxi Qiu, Haiying Shen, Lei Yu

Bandwidth Guarantee under Demand Uncertainty in Multi-tenant Clouds

In the proceedings of 2014 IEEE 34th International Conference on Distributed Computing Systems (ICDCS), 2014

Lei Yu, Haiying Shen

Low-latency multi-flow broadcasts in fading wireless networks

In the proceedings of 2013 Proceedings IEEE INFOCOM, 2013

Chenxi Qiu, Lei Yu, Haiying Shen, Sohraab Soltani

Location Aware Peak Value Queries in sensor networks

In the proceedings of 2012 Proceedings IEEE INFOCOM, 2012

Siyao Cheng, Jianzhong Li, Lei Yu

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

Longjiang Guo, Jinsheng Duan, Jinbao Li, Lei Yu, Haiying Shen

Efficient algorithms for sensor deployment and routing in sensor networks for network-structured environment monitoring

In the proceedings of 2012 Proceedings IEEE INFOCOM, 2012

Shuguang Xiong, Lei Yu, Haiying Shen, Chen Wang, Wei Lu

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

Lei Yu, Karan Sapra, Haiying Shen, Lin Ye

Secure continuous aggregation via sampling-based verification in wireless sensor networks

In the proceedings of 2011 Proceedings IEEE INFOCOM, 2011

Lei Yu, Jianzhong Li, Siyao Cheng, Shuguang Xiong

Bernoulli sampling based ($epsilon$, $delta$)-approximate aggregation in large-scale sensor networks

In the proceedings of INFOCOM 2010, 2010

Siyao Cheng, Jianzhong Li, Qianqian Ren, 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

Shuguang Xiong, Jianzhong Li, Lei Yu

Grouping-Based Resilient Statistical En-Route Filtering for Sensor Networks

In the proceedings of IEEE INFOCOM 2009, 2009

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


Journal Articles

Towards Deadline Guaranteed Cloud Storage Services

IEEE Transactions on Services Computing, 2021

Guoxin Liu, Haiying Shen, Haoyu Wang, Lei Yu

Stochastic Load Balancing for Virtual Resource Management in Datacenters

IEEE Transactions on Cloud Computing, 2020

Lei Yu, Liuhua Chen, Zhipeng Cai, Haiying Shen, Yi Liang, Yi Pan

Towards Green Wireless Networking: Fading-Resistant Time Constraint Broadcasts Using Cooperative Communication

IEEE Transactions on Network Science and Engineering, 2019

Chenxi Qiu, Haiying Shen, Lei Yu

Differentially Private and Utility Preserving Publication of Trajectory Data

IEEE Transactions on Mobile Computing, 2019

Mehmet Gursoy, Ling Liu, Stacey Truex, Lei Yu

Demystifying Membership Inference Attacks in Machine Learning as a Service

IEEE Transactions on Services Computing, 2019

Stacey Truex, Ling Liu, Mehmet Gursoy, Lei Yu, Wenqi Wei

Data Collection with Accuracy-Aware Congestion Control in Sensor Networks

IEEE Transactions on Mobile Computing, 2019

Yan Zhuang, Lei Yu, Haiying Shen, William Kolodzey, Nematollah Iri, Gregori Caulfield, Shenghua He

Towards Bandwidth Guarantee for Virtual Clusters Under Demand Uncertainty in Multi-Tenant Clouds

IEEE Transactions on Parallel and Distributed Systems, 2018

Lei Yu, Haiying Shen, Zhipeng Cai, Ling Liu, Calton Pu

Energy-aware and multi-resource overload probability constraint-based virtual machine dynamic consolidation method

Future Gener. Comput. Syst., 2018

Zhihua Li, Chengyu Yan, Lei Yu, Xinrong Yu

Checking Function-Level Kernel Control Flow Integrity for Cloud Computing

IEEE Access, 2018

Lin Ye, Xiangzhan Yu, Lei Yu, Bin Guo, Dongyang Zhan, Xiaojiang Du, Mohsen Guizani

Characterizing Data Deliverability of Greedy Routing in Wireless Sensor Networks

IEEE Transactions on Mobile Computing, 2018

Jinwei Liu, Haiying Shen, Lei Yu, Husnu Narman, Jiannan Zhai, Jason Hallstrom, Yangyang He

CoRE: Cooperative End-to-End Traffic Redundancy Elimination for Reducing Cloud Bandwidth Cost

IEEE Transactions on Parallel and Distributed Systems, 2017

Lei Yu, Haiying Shen, Karan Sapra, Lin Ye, Zhipeng Cai

Low-Latency Multi-Flow Cooperative Broadcast in Fading Wireless Networks

IEEE Transactions on Computers, 2016

Chenxi Qiu, Haiying Shen, Lei Yu, Sohraab Soltani

A Review of Communication, Driver Characteristics, and Controls Aspects of Cooperative Adaptive Cruise Control (CACC)

IEEE Transactions on Intelligent Transportation Systems, 2016

Kakan Dey, Li Yan, Xujie Wang, Yue Wang, Haiying Shen, Mashrur Chowdhury, Lei Yu, Chenxi Qiu, Vivekgautham Soundararaj

A P2P-Based Market-Guided Distributed Routing Mechanism for High-Throughput Hybrid Wireless Networks

IEEE Transactions on Mobile Computing, 2015

Haiying Shen, Ze Li, Lei Yu

Secure Continuous Aggregation in Wireless Sensor Networks

IEEE Transactions on Parallel and Distributed Systems, 2014

Lei Yu, Jianzhong Li, Siyao Cheng, Shuguang Xiong, Haiying Shen

Efficient Data Collection for Large-Scale Mobile Monitoring Applications

IEEE Transactions on Parallel and Distributed Systems, 2014

Haiying Shen, Ze Li, Lei Yu, Chenxi Qiu

Grouping-Enhanced Resilient Probabilistic En-Route Filtering of Injected False Data in WSNs

IEEE Transactions on Parallel and Distributed Systems, 2012

Jianzhong Li, Lei Yu, Hong Gao, Shuguang Xiong

Approximate Continuous Aggregation via Time Window Based Compression and Sampling in WSNs

Wirel. Sens. Netw., 2010

Lei Yu, Jianzhong Li, Siyao Cheng

Distributed Secure Clustering Protocol in Wireless Sensor Networks

Journal of Software, 2009

Lei Yu, Jian-Zhong Li, Jizhou Luo