Selected Publications

Shiyun Wang, Qiang Ye, and Yujie Tang. “IEDL-IDS: An Image-Enhanced Encoder-Based Deep Learning Scheme for Intrusion Detection Systems”, ACM Transactions on Privacy and Security (TOPS), November 2025.

Yitong Zhou, Qiang Ye, and Hui Huang. “Multi-Agent Transformer-Based Workload Allocation and Worker Selection in Distributed Coded Machine Learning”, IEEE Transactions on Cognitive Communications and Networking (TCCN), September 2025.

Kamran Awaisi, Qiang Ye, and Srini Sampalli. “SET: A Shared-Encoder Transformer Scheme for Multi-Sensor, Multi-Class Fault Classification in Industrial IoT”, IEEE Transactions on Machine Learning in Communications and Networking (TMLCN), June 2025.

Hui Huang, Qiang Ye, and Yitong Zhou. “Safety-Critical Offloading with Constrained Reinforcement Learning for Multi-access Edge Computing”, ACM Transactions on Sensor Networks, Vol. 21:2, pp. 1-37, March 2025.

Yitong Zhou, Qiang Ye, and Hui Huang. “DAS: A DRL-based Scheme for Workload Allocation and Worker Selection in Distributed Coded Machine Learning”, IEEE Internet of Things Journal, Vol. 11:15, pp. 26076-26090, August 2024.

Fudong Li, Qiang Ye, Emmanuel Thepie Fapi, Wenting Sun, and Yuxuan Jiang. “Multi-Cell Over-the-Air Computation Systems with Spectrum Sharing: A Perspective from α-Fairness”, IEEE Transactions on Vehicular Technology (TVT), Vol. 72:12, pp. 16249-16265, December 2023.

Hui Huang, Qiang Ye, and Yitong Zhou. “6G-Empowered Offloading for Realtime Applications in Multi-Access Edge Computing”, IEEE Transactions on Network Science and Engineering (TNSE), Vol. 10:3, pp. 1311-1325, May-June 2023.

Hui Huang, Qiang Ye, and Yitong Zhou. “Deadline-Aware Task Offloading with Partially-Observable Deep Reinforcement Learning for Multi-Access Edge Computing”, IEEE Transactions on Network Science and Engineering (TNSE), Vol. 9:6, pp. 3870-3885, November 2022.  

Bo Sun, Yuxuan Jiang, Yuan Wu, Qiang Ye, and Danny Tsang. “Performance Analysis of Mobile Cloud Computing with Bursty Demand: A Tandem Queue Model”, IEEE Transactions on Vehicular Technology (TVT), Vol. 71:9, pp. 9951-9966, September 2022.  

Long Yang, Hai Jiang, Qiang Ye, Mengmeng Ren, Xuan Xue, Bingtao He, Yuchen Zhou, and Jian Chen. “On the Application of Cooperative NOMA to Spatially Random Wireless Caching Networks”, IEEE Transactions on Vehicular Technology (TVT), Vol. 70: 11, 12055-12071, November 2021. 

Hongwei Du, Qiang Ye, Zhipeng Sun, Chuang Liu, and Wen Xu. “FAST-ODT: A Fast Outlier Detection Scheme for Categorical Data Sets”, IEEE Transactions on Network Science and Engineering (TNSE), Vol. 8:1, pp. 13-24, March 2021.

Lu Lv, Qiang Ye, Zhiguo Ding, Zan Li, Naofal Al-Dhahir, and Jian Chen. “Multi-Antenna Two-Way Relay Based Cooperative NOMA”, IEEE Transactions on Wireless Communications (TWC), Vol. 19:10, pp. 6486-6503, October 2020.

Long Yang, Hai Jiang, Qiang Ye, Zhiguo Ding, Fang Fang, Jia Shi, Jian Chen, and Xuan Xue. “Opportunistic Adaptive Non-Orthogonal Multiple Access in Multiuser Wireless Systems: Probabilistic User Scheduling and Performance Analysis”, IEEE Transactions on Wireless Communications (TWC), Vol. 19-9, pp. 6065-6082, September 2020.

Chen Zhang, Hongwei Du, Qiang Ye, Chuang Liu, and He Yuan. “DMRA: A Decentralized Resource Allocation Scheme for Multi-SP Mobile Edge Computing”, 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), Dallas, USA, Jul. 7-10, 2019.

Long Yang, Hai Jiang, Qiang Ye, Zhiguo Ding, Lu Lv, and Jian Chen. “On the Impact of User Scheduling on Diversity and Fairness in Cooperative NOMA”, IEEE Transactions on Vehicular Technology (TVT), Vol. 67:11, pp. 11296-11301, November 2018.

Jie Cheng, Yaning Liu, Qiang Ye, Hongwei Du, and Athanasios V. Vasilakos. “DISCS: A Distributed Coordinate System Based on Robust Nonnegative Matrix Completion”, IEEE/ACM Transactions on Networking (TON), Vol. 25:2, pp. 934 - 947, April 2017.

Jie Cheng, Yangyang Zhang, Qiang Ye, Hongwei Du. “High-Precision Shortest Distance Estimation for Large-Scale Social Networks”, IEEE International Conference on Computer Communications (INFOCOM 2016), San Francisco, USA, April 10 - 15, 2016 (Acceptance Rate: 18.25%).

Jie Cheng, Qiang Ye, Hongwei Du, and Chuang Liu. “DISCO: A Distributed Localization Scheme for Mobile Networks”, the 35th IEEE International Conference on Distributed Computing Systems (ICDCS 2015), Columbus, Ohio, USA, June 29 - July 2, 2015 (Acceptance Rate: 12.9%).

Qiang Ye, Jie Cheng, Hongwei Du, Xiaohua Jia, and Jing Zhang. “A Matrix-Completion Approach to Mobile Network Localization”, The 15th International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc 2014), Philadelphia, PA, USA, August 11-14, 2014 (Acceptance Rate: 18.9%).

Hongwei Du, Weili Wu, Qiang Ye, Wonjun Lee, Deying Li, and Xuepeng Xu. “CDS-based Virtual Backbone Construction with Guaranteed Routing Cost in Wireless Sensor Networks”, IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 24:4, pp. 652-661, April 2013.

Jie Cheng, Qiang Ye, Hongbo Jiang, Dan Wang, and Chonggang Wang. “STCDG: An Efficient Data Gathering Algorithm Based on Matrix Completion for Wireless Sensor Networks”, IEEE Transactions on Wireless Communications (TWC), Vol. 12:2, pp. 850 - 861, February 2013.

Hongwei Du, Qiang Ye, Weili Wu, Wonjun Lee, Deying Li, Dingzhu Du, and Stephen Howard. “Constant Approximation for Virtual Backbone Construction with Guaranteed Routing Cost in Wireless Sensor Networks”, the 30th IEEE International Conference on Computer Communications (INFOCOM 2011), Shanghai, P. R. China, April 10-15, 2011 (Acceptance Rate: 16%).