Miao Pan, Jingyi Wang, Sai Mounika Errapotu, Xinyue Zhang, Jiahao Ding, and Zhu Han, "Big Data Privacy Preservation for Cyber-Physical Systems," Springer, 2019.
Ju, Keyi, Hui Zhong, Xinyue Zhang, Xiaoqi Qin, and Miao Pan. "Quantum computing catalyzes future quantum networks: Efficiency and inherent privacy." IEEE Network, vol. 39, no. 1, pp. 124-131, Jan. 2025.
Hui Zhong, Chenpei Huang, Xinyue Zhang, and Miao Pan, "Metaverse CAN: Embracing Continuous, Active, and Non-intrusive Biometric Authentication", IEEE Network, vol. 37, no. 6, pp. 67-73, Nov. 2023.
Xinyue Zhang, Jingyi Wang, Haijun Zhang, Lixin Li, Miao Pan, and Zhu Han, “Data-Driven Transportation Network Company Vehicle Scheduling with Users’ Location Differential Privacy Preservation”, IEEE Transactions on Mobile Computing (TMC), Vol. 22, No. 2, pp. 813 - 823, February 2023.
Liang Li, Dian Shi, Xinyue Zhang, Ronghui Hou, Hao Yue, Hui Li, and Miao Pan, "Privacy Preserving Participant Recruitment for Coverage Maximization in Location Aware Mobile Crowdsensing", IEEE Transactions on Mobile Computing, vol. 21, no. 9, pp. 3250-3262, 1 Sept. 2022.
Xinyue Zhang, Hongning Li, Jingyi Wang, Yuanxiong Guo, Qingqi Pei, Pan Li, and Miao Pan, "Data-Driven Caching with Users' Content Preference Privacy in Information-Centric Networks", IEEE Transactions on Wireless Communications, Vol. 20, No. 9, pp. 5744 - 5753, September 2021.
Jingyi Wang, Xinyue Zhang, Qixun Zhang, Ming Li, Yuanxiong Guo, Zhiyong Feng and Miao Pan, “Data-Driven Spectrum Trading with Secondary Users’ Differential Privacy Preservation”, IEEE Transactions on Dependable and Secure Computing, Vol. 18, No. 1, pp. 438-447, Jan.-Feb. 2021.
Xinyue Zhang, Jingyi Wang, Yong Li, Riku Jantii, Miao Pan and Zhu Han, “Catching All Pokemon: Virtual Reward Optimization with Tensor Voting Based Trajectory Privacy”, IEEE Transactions on Vehicular Technology, Vol. 68, No. 1, pp. 883-892, Jan 2019.
Xinyue Zhang, Jingyi Wang, Minglei Shu, Yinglong Wang, Miao Pan, and Zhu Han, “TPP: Trajectory Privacy Preservation against Tensor Voting Based Inference Attacks”, IEEE Access, Vol. 6, No. 1, pp.77975-77985, Dec 2018.
Aaron Cummings*, Xinyue Zhang, Mercy Olaniran*, and Modupe Akintomide. "RAG Pipeline for Domain Specific Applications: A Case Study in Disseminating Dementia Care Practices." 2025 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), Manhattan, New York City, June 24-26, 2025.
Nazmus Shakib Shadin*, and Xinyue Zhang. "FedKDShap: Enhancing Federated Learning via Shapley Values Driven Knowledge Distillation on Non-IID Data." ACM on Web Conference 2025 FL@FM workshop, Sydney, Australia, 28 April - 2 May 2025.
Ferit Akaybicen*, Aaron Cummings*, Lota Iwuagwu*, Xinyue Zhang, and Modupe Adewuyi. "A Machine Learning Approach for Emergency Detection in Medical Scenarios Using Large Language Models." International Symposium on Intelligent Computing and Networking 2025 (ISICN 2025), San Juan, Puerto Rico, USA, March 17-19, 2025.
Hui Zhong, Keyi Ju, Manojna Sistla, Xinyue Zhang, Aohan Li, Xiaoqi Qin, Xin Fu, and Miao Pan. "Tuning quantum computing privacy through quantum error correction." 2024 IEEE Global Communications Conference (GLOBECOM), Cape Town, South Africa, December 8–12, 2024.
Akshaj Yenumala*, Xinyue Zhang, and Dan Lo. "Towards More Robust and Scalable Deep Learning Systems for Medical Image Analysis." 2024 IEEE International Conference on Big Data (BigData), Washington DC, December 15-18, 2024.
Keyi Ju, Hui Zhong, Xinyue Zhang, Xiaoqi Qin, and Miao Pan. "Controllable Quantum Computing Privacy via Inherent Noises and Quantum Error Mitigation." 2024 IEEE 23rd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), Sanya, China, December 17-21, 2024.
Yusheng Zhao, Hui Zhong, Xinyue Zhang, Yuqing Li, Chi Zhang, and Miao Pan. "Bridging quantum computing and differential privacy: Insights into quantum computing privacy." 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), Montreal, Canada, September 15-20, 2024.
Keyi Ju, Xiaoqi Qin, Hui Zhong, Xinyue Zhang, Miao Pan, and Baoling Liu. "Privacy Preserving Quantum Search Mechanism Using Grover's Algorithm." 2024 International Conference on Quantum Communications, Networking, and Computing (QCNC), Kanazawa, Japan, July 1-3, 2024.
Yuqing Li, Yusheng Zhao, Xinyue Zhang, Hui Zhong, Miao Pan, and Chi Zhang. "Differential privacy preserving quantum computing via projection operator measurements." 2024 International Conference on Quantum Communications, Networking, and Computing (QCNC), Kanazawa, Japan, July 1-3, 2024.
Mingze Li, Lei Fan, Aaron Cummings*, Xinyue Zhang, and Miao Pan, "Hybrid Quantum Classical Machine Learning with Knowledge Distillation", IEEE International Conference on Communications (ICC) 2024, Denver, CO, 9–13 June 2024.
Keyi Ju, Xiaoqi Qin, Hui Zhong, Xinyue Zhang, Miao Pan, and Baoling Liu, "Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning", IEEE International Conference on Communications (ICC) 2024, Denver, CO, 9–13 June 2024.
Sai Sharanya Yellampalli, Mikulas Chalupa*, Jingyi Wang, Hyo Jung Song, Xinyue Zhang, Hao Yue and Miao Pan, "Client Selection in Federated Learning: A Dynamic Matching-Based Incentive Mechanism", International Conference on Computing, Networking and Communication (ICNC) 2024, Kona, HI, February 19-22, 2024.
Bobin Deng, Xinyue Zhang, and Dan Lo, "Serverless-DFS: Serverless Federated Learning with Dynamic Forest Strategy", In Proceedings of 12th International Conference on Networks, Communication and Computing (ICNCC), Osaka, Japan, December 15-17, 2023.
Rui Chen, Qiyu Wan, Xinyue Zhang, Xiaoqi Qin, Yanzhao Hou, Di Wang, Xin Fu, and Miao Pan, "EEFL: High-Speed Wireless Communications Inspired Energy Efficient Federated Learning over Mobile Devices", In Proceedings of the 21st Annual International Conference on Mobile Systems, Applications and Services (MobiSys '23), New York, NY, June 18-22, 2023. (Acceptance Ratio: 41/198 = 20.7%)
Malik Naik Mohammed*, Xinyue Zhang, Maria Valero, and Ying Xie, "AsyncFedKD: Asynchronous Federated Learning with Knowledge Distillation on the Mammography Dataset (Poster)", 2023 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), Orlando, FL, June 21-23, 2023.
Lakshmi Prasanna Pedarla*, Xinyue Zhang, and Liang Zhao, Hafiz Khan, "Evaluation of Query-Based Membership Inference Attack on the Medical Data", ACM Southeast (ACMSE) conference 2023, Virtual, April 12-14, 2023.
Samuel Hekman*, Meghan Brock, Md Abdullah Al Hafiz Khan, Xinyue Zhang, "Comparison of Long Short-Term Memory Networks and Temporal Convolutional Networks for Sentiment Analysis", ACM Southeast (ACMSE) conference 2023, Virtual, April 12-14, 2023.
Xinyue Zhang, Rui Chen, Jingyi Wang, Huaqing Zhang, and Miao Pan, "Energy Efficient Federated Learning over Cooperative Relay-Assisted Wireless Networks", IEEE Global Communications Conference (GLOBECOM'22), Rio de Janeiro-RJ, Brazil, December 4-8, 2022.
Alan Norkham, Mikalus Chalupa*, Noah Gardner, Md Abdullah Al Hafiz Khan, Xinyue Zhang, and Chih-Cheng Hung, "Reinforcement Learning Agent Path Planning with Expert Demonstration", IEEE Annual Computers, Software, and Applications Conference (COMPSAC'22), Virtual, June 27 - July 1, 2022.
Jiaming Li, Xinyue Zhang, and Liang Zhao, "Robust Federated Learning based on Metrics Learning and Unsupervised Clustering for Malicious Data Detection", ACM Southeast (ACMSE'22), Virtual, April 18-20, 2022.
Jeffrey Jiarui Chen, Rui Chen, Xinyue Zhang, and Miao Pan, "A Privacy Preserving Federated Learning Framework for COVID-19 Vulnerability Map Construction", IEEE International Conference on Communications (ICC'21), Virtual/Montreal, Canada, June 14-23, 2021.
Xinyue Zhang, Jiahao Ding, Hien Nguyen, Stephen Wong, and Miao Pan, “Adaptive Privacy Preserving Deep Learning Algorithms for Medical Data”, submitted to Winter Conference on Applications of Computer Vision 2021, Fully ONLINE, January 5-9, 2021.
Xinyue Zhang, Jiahao Ding, Xuanheng Li, Tingting Yang, Jie Wang, and Miao Pan, "Mobile Crowd-sensing Task Allocation Optimization with Differentially Private Location Privacy”,IEEE International Conference on Communications (ICC’20), Dublin, Ireland, June 7-11, 2020.
Rui Chen, Xinyue Zhang, Jingyi Wang, Qimei Cui, Wenjun Xu, and Miao Pan, "Data-Driven Small Cell Planning for Traffic Offloading with Users’ Differential Privacy”, IEEE International Conference on Communications (ICC’20), Dublin, Ireland, June 7-11, 2020.
Feng Hu, Bing Chen, Dian Shi, Xinyue Zhang, Haijun Zhang, and Miao Pan, "Secure Routing Protocol in Wireless Ad Hoc Networks via Deep Learning”,IEEE Wireless Communications and Networking Conference (WCNC’20), Seoul, South Korea, April 6-9, 2020.
Jiahao Ding, Xinyue Zhang, Xiaohuan Li, Junyi Wang, Rong Yu, and Miao Pan, "Differentially Privateand Fair Classification via Calibrated Functional Mechanism”, AAAI Conference on Artificial Intelligence (AAAI’20), New York, NY, February 7-12, 2020. (Acceptance ratio: 1,591/7,737 = 20.56%)
Jiahao Ding, Xinyue Zhang, Mingsong Chen, Kaiping Xue, Chi Zhang, and Miao Pan, "Differentially Private Robust ADMM for Distributed Machine Learning”, IEEE International Conference on Big Data (BigData’19), Los Angeles, CA, December 9-12, 2019. (Acceptance ratio: 106/550 = 19.27%)
Xinyue Zhang, Jiahao Ding, Sai Mounika Errapotu, Xiaoxia Huang, Pan Li, and Miao Pan, "Differentially Private Functional Mechanism for Generative Adversarial Networks”, IEEE Global Communications Conference (GLOBECOM’19), Waikoloa, HI, December 9-13, 2019.
Liang Li, Ronghui Hou, Xinyue Zhang, Hao Yue, Hui Li, and Miao Pan, "Participant Recruitment for Coverage-Aware Mobile Crowdsensing with Location Differential Privacy”, IEEE Global Communications Conference (GLOBECOM’19), Waikoloa, HI, December 9-13, 2019.
Jingyi Wang, Xinyue Zhang, Wenjun Xu, Qixun Zhang, Zhiyong Feng, and Miao Pan, "Data-Driven Small Cell Placement Optimization with Users’ Differential Privacy for Wireless NGNs”, International Conference on Distributed Computing Systems (ICDCS’19), Dallas, TX, July 7-10, 2019. (Acceptance ratio: 132/668 = 19.76%)
Xinyue Zhang, Jingyi Wang, Hongning Li, Yuanxiong Guo, Qingqi Pei, Pan Li, and Miao Pan, “Data-Driven Caching with Users’ Local Differential Privacy in Information-Centric Networks”, IEEE Global Communications Conference (GLOBECOM’18), Abu Dhabi, UAE, Dec. 2018.
Jingyi Wang, Xinyue Zhang, Haijun Zhang, Hai Lin, Hideki Tode, Miao Pan and Zhu Han, “Data-Driven Optimization for Utility Providers with Differential Privacy of Users’ Energy Profile”, IEEE Global Communications Conference (GLOBECOM’18), Abu Dhabi, UAE, Dec. 2018.
* Student advised by Dr. Xinyue Zhang