Lei Yu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 33

Top Topics

Demand Uncertainty

Wireless Networks

Community Question Answering

Top Venues

IEEE Trans. Mob. Comput.

IEEE Trans. Parallel Distributed Syst.

IEEE Trans. Serv. Comput.

Publications

Ka Ho Chow, Wenqi Wei, Lei Yu
Imperio: Language-Guided Backdoor Attacks for Arbitrary Model Control. CoRR (2024)
Hong Guan, Saif Masood, Mahidhar Reddy Dwarampudi, Venkatesh Gunda, Hong Min, Lei Yu, Soham Nag, Jia Zou
A Comparison of End-to-End Decision Forest Inference Pipelines. SoCC (2023)
Lei Yu, Tian Wu, Jiaqi Li, Patrick Chan, Hong Min, Fanjing Meng
Documentation based Semantic-Aware Log Parsing. CoRR (2022)
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu, Wenqi Wei
Demystifying Membership Inference Attacks in Machine Learning as a Service. IEEE Trans. Serv. Comput. 14 (6) (2021)
Guoxin Liu, Haiying Shen, Haoyu Wang, Lei Yu
Towards Deadline Guaranteed Cloud Storage Services. IEEE Trans. Serv. Comput. 14 (3) (2021)
Lei Yu, Liuhua Chen, Zhipeng Cai, Haiying Shen, Yi Liang, Yi Pan
Stochastic Load Balancing for Virtual Resource Management in Datacenters. IEEE Trans. Cloud Comput. 8 (2) (2020)
Yanzhao Wu, Ling Liu, Juhyun Bae, Ka Ho Chow, Arun Iyengar, Calton Pu, Wenqi Wei, Lei Yu, Qi Zhang
Demystifying Learning Rate Polices for High Accuracy Training of Deep Neural Networks. CoRR (2019)
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Lei Yu
Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability. CoRR (2019)
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Lei Yu
Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability. TPS-ISA (2019)
Lei Yu, Qi Zhang, Donna Dillenberger, Ling Liu, Calton Pu, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Hong Min, Arun Iyengar, Gong Su
GRAHIES: Multi-Scale Graph Representation Learning with Latent Hierarchical Structure. CogMI (2019)
Mehmet Emre Gursoy, Ling Liu, Stacey Truex, Lei Yu
Differentially Private and Utility Preserving Publication of Trajectory Data. IEEE Trans. Mob. Comput. 18 (10) (2019)
Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex
Differentially Private Model Publishing for Deep Learning. CoRR (2019)
Chenxi Qiu, Haiying Shen, Lei Yu
Towards Green Wireless Networking: Fading-Resistant Time Constraint Broadcasts Using Cooperative Communication. IEEE Trans. Netw. Sci. Eng. 6 (3) (2019)
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 Trans. Mob. Comput. 18 (5) (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. IEEE BigData (2019)
Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex
Differentially Private Model Publishing for Deep Learning. IEEE Symposium on Security and Privacy (2019)
Mehmet Emre Gursoy, Ling Liu, Stacey Truex, Lei Yu, Wenqi Wei
Utility-Aware Synthesis of Differentially Private and Attack-Resilient Location Traces. CCS (2018)
Wenqi Wei, Ling Liu, Stacey Truex, Lei Yu, Mehmet Emre Gursoy
Adversarial Examples in Deep Learning: Characterization and Divergence. CoRR (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 Trans. Parallel Distributed Syst. 29 (2) (2018)
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu, Wenqi Wei
Towards Demystifying Membership Inference Attacks. CoRR (2018)
Jinwei Liu, Haiying Shen, Lei Yu, Husnu S. Narman, Jiannan Zhai, Jason O. Hallstrom, Yangyang He
Characterizing Data Deliverability of Greedy Routing in Wireless Sensor Networks. IEEE Trans. Mob. Comput. 17 (3) (2018)
Shenghua He, Haiying Shen, Vivekgautham Soundararaj, Lei Yu
Cloud Assisted Traffic Redundancy Elimination for Power Efficiency in Smartphones. MASS (2018)
Lei Yu, Haiying Shen, Karan Sapra, Lin Ye, Zhipeng Cai
CoRE: Cooperative End-to-End Traffic Redundancy Elimination for Reducing Cloud Bandwidth Cost. IEEE Trans. Parallel Distributed Syst. 28 (2) (2017)
Haiying Shen, Shenghua He, Lei Yu, Ankur Sarker
Prediction-based redundant data elimination with content overhearing in wireless networks. PerCom (2017)
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu
Privacy-Preserving Inductive Learning with Decision Trees. BigData Congress (2017)
Jinwei Liu, Haiying Shen, Lei Yu
Question Quality Analysis and Prediction in Community Question Answering Services with Coupled Mutual Reinforcement. IEEE Trans. Serv. Comput. 10 (2) (2017)
Lei Yu, Ling Liu, Calton Pu
Dynamic Differential Location Privacy with Personalized Error Bounds. NDSS (2017)
Guoxin Liu, Haiying Shen, Lei Yu
Towards Deadline Guaranteed Cloud Storage Services. CLOUD (2016)
Haiying Shen, Ankur Sarker, Lei Yu, Feng Deng
Probabilistic Network-Aware Task Placement for MapReduce Scheduling. CLUSTER (2016)
Kakan C. 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 Trans. Intell. Transp. Syst. 17 (2) (2016)
Chenxi Qiu, Haiying Shen, Lei Yu, Sohraab Soltani
Low-Latency Multi-Flow Cooperative Broadcast in Fading Wireless Networks. IEEE Trans. Computers 65 (6) (2016)
Haiying Shen, Lei Yu, Liuhua Chen, Zhuozhao Li
Goodbye to Fixed Bandwidth Reservation: Job Scheduling with Elastic Bandwidth Reservation in Clouds. CloudCom (2016)
Lei Yu, Zhipeng Cai
Dynamic scaling of virtual clusters with bandwidth guarantee in cloud datacenters. INFOCOM (2016)
Haiying Shen, Ze Li, Lei Yu
A P2P-Based Market-Guided Distributed Routing Mechanism for High-Throughput Hybrid Wireless Networks. IEEE Trans. Mob. Comput. 14 (2) (2015)
Jinwei Liu, Lei Yu, Haiying Shen, Yangyang He, Jason O. Hallstrom
Characterizing data deliverability of greedy routing in wireless sensor networks. SECON (2015)
Nematollah Iri, Lei Yu, Haiying Shen, Gregori Caulfield
Congestion-adaptive data collection with accuracy guarantee in cyber-physical systems. SECON (2015)
Chenxi Qiu, Haiying Shen, Lei Yu
Energy-Efficient and Delay-Constrained Broadcast in Time-Varying Energy-Demand Graphs. ICPP (2015)
Lei Yu, Haiying Shen
Bandwidth Guarantee under Demand Uncertainty in Multi-tenant Clouds. ICDCS (2014)
Chenxi Qiu, Haiying Shen, Lei Yu
Energy-efficient cooperative broadcast in fading wireless networks. INFOCOM (2014)
Haiying Shen, Ze Li, Lei Yu, Chenxi Qiu
Efficient Data Collection for Large-Scale Mobile Monitoring Applications. IEEE Trans. Parallel Distributed Syst. 25 (6) (2014)
Lei Yu, Jianzhong Li, Siyao Cheng, Shuguang Xiong, Haiying Shen
Secure Continuous Aggregation in Wireless Sensor Networks. IEEE Trans. Parallel Distributed Syst. 25 (3) (2014)
Chenxi Qiu, Lei Yu, Haiying Shen, Sohraab Soltani
Low-latency multi-flow broadcasts in fading wireless networks. INFOCOM (2013)
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. INFOCOM (2012)
Jianzhong Li, Lei Yu, Hong Gao, Shuguang Xiong
Grouping-Enhanced Resilient Probabilistic En-Route Filtering of Injected False Data in WSNs. IEEE Trans. Parallel Distributed Syst. 23 (5) (2012)
Longjiang Guo, Jinsheng Duan, Jinbao Li, Lei Yu, Haiying Shen
HAS: Hidden anti-theft system based on wireless sensor networks. IPCCC (2012)
Siyao Cheng, Jianzhong Li, Lei Yu
Location Aware Peak Value Queries in sensor networks. INFOCOM (2012)
Lei Yu, Karan Sapra, Haiying Shen, Lin Ye
Cooperative end-to-end traffic redundancy elimination for reducing cloud bandwidth cost. ICNP (2012)
Lei Yu, Jianzhong Li, Siyao Cheng, Shuguang Xiong
Secure continuous aggregation via sampling-based verification in wireless sensor networks. INFOCOM (2011)
Siyao Cheng, Jianzhong Li, Qianqian Ren, Lei Yu
Bernoulli Sampling Based (element of, delta)-Approximate Aggregation in Large-Scale Sensor Networks. INFOCOM (2010)
Lei Yu, Jianzhong Li, Siyao Cheng
Approximate Continuous Aggregation via Time Window Based Compression and Sampling in WSNs. Wirel. Sens. Netw. 2 (9) (2010)
Lei Yu, Jianzhong Li
Grouping-Based Resilient Statistical En-Route Filtering for Sensor Networks. INFOCOM (2009)
Shuguang Xiong, Jianzhong Li, Lei Yu
Maximize the Lifetime of a Data-gathering Wireless Sensor Network. SECON (2009)
Lei Yu, Jianzhong Li
SpyMon: Hidden network monitoring for security in wireless sensor Networks. MASS (2008)