Yucheng Xie

Yucheng Xie is a tenure-track assistant professor in the Graduate Department of Computer Science and Engineering at Yeshiva University. His research focuses on smart healthcare and mobile computing, wireless sensing and authentication, and AI security, with an emphasis on robust intelligent systems for real-world deployment.

Professional Experience

Assistant Professor

2024-Present

Yeshiva University

Visiting Assistant Professor

2023-2024

Indiana University-Purdue University Indianapolis

Education

Ph.D. in Electrical and Computer Engineering

Purdue University

Master in Computer Science

Stevens Institute of Technology

Research Interests

Smart Healthcare and Mobile Computing Wireless Sensing and Authentication AI Security and Robust Intelligent Systems Books and Broader Perspectives

Research News

• [Feb 2026] I am serving as TPC Chair for the mHealth Security Workshop (co-located with IEEE/ACM CHASE 2026)!
• [Dec 2025] One paper has been accepted by IEEE INFOCOM 2026!
• [Dec 2025] One paper has been accepted by IEEE Internet of Things Journal!
• [Dec 2025] I am serving on the organizing committee of IEEE Healthcom 2026!
• [Nov 2025] I am serving as a TPC member for IEEE ICCCN 2026!
• [Oct 2025] One paper has been accepted by IEEE Wireless Communications Magazine!
• [Jul 2025] One paper has been accepted by IEEE MASS 2025!
• [May 2025] One paper has been accepted by IEEE ICCCN 2025!
• [Apr 2025] I am serving as an area chair of IEEE MIPR 2025.
• [Feb 2025] One paper has been accepted by IEEE/ACM CHASE 2025!
• [Nov 2024] I have been accepted to attend the NeTS Early Career Investigator Workshop at NSF Headquarters.
• [Oct 2024] One paper has been accepted by IEEE CIC 2024!
• [Oct 2024] I am serving on the organizing committee of IEEE/ACM CHASE 2025!
• [Sep 2024] One paper has received the Best Paper Award Runner-up at IEEE CNS!
• [Sep 2024] We are organizing the IEEE DDP in New York City!
• [Jul 2024] I am serving as a session chair of IEEE ICDCS!

Selected Publications

Smart Healthcare and Mobile Computing

• [IEEE IoTJ’26] Zhen Hou, Yucheng Xie, Feng Li, Chengyi Liu, Honggang Wang, “DietWatch: Fine-grained and Robust Dietary Monitoring via Smartwatch in Real-World Scenarios”, in IEEE Internet of Things Journal, 2026.
• [IEEE/ACM CHASE’25] Zhen Hou, Yucheng Xie, Feng Li, “DietWatch: Towards Low-effort Fine-grained Dietary Monitoring via Smartwatch in Open-World Scenarios”, in IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), 2025.
• [IEEE CIC’24] Yuan Ge, Yi Wei, Xiaonan Guo, Yucheng Xie, Yan Wang, Jerry Cheng, Yingying Chen, “Towards Contactless Human Concentration Monitoring Using mmWave Signals”, in IEEE International Conference on Collaboration and Internet Computing (CIC), 2024.
• [IEEE ICCCN’22] Yucheng Xie, Ruizhe Jiang, Xiaonan Guo, Yan Wang, Jerry Cheng, Yingying Chen, “mmFit: Low-effort Personalized Fitness Monitoring Using Millimeter Wave”, in IEEE International Conference on Computer Communications and Networks (ICCCN). IEEE, 2022. --Best Paper Award Runner-up
• [IEEE/ACM CHASE’22] Yucheng Xie, Ruizhe Jiang, Xiaonan Guo, Yan Wang, Jerry Cheng, Yingying Chen, “mmEat: Millimeter wave-enabled Environment-invariant Eating Behavior Monitoring”, in IEEE/ACM international conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), 2022.
• [IEEE ICCCN’20] Cong Shi, Xiaonan Guo, Ting Yu, Yingying Chen, Yucheng Xie, Jian Liu, “Mobile Device Usage Recommendation based on User Context Inference Using Embedded Sensors”, in IEEE International Conference on Computer Communications and Networks (ICCCN), 2020.
• [IEEE ICCCN’20] Zhenzhe Lin, Yucheng Xie, Xiaonan Guo, Yanzhi Ren, Yingying Chen, Chen Wang, “WiEat: Fine-grained Device-free Eating Monitoring Leveraging WiFi Signals”, in IEEE International Conference on Computer Communications and Networks (ICCCN), 2020.
• [EAI Healthy IoT’19] Zhenzhe Lin, Yucheng Xie, Xiaonan Guo, Chen Wang, Yanzhi Ren, Yingying Chen, “WiFi-enabled Automatic Eating Moment Monitoring Using Smartphones”, in IoT Technologies for HealthCare: EAI International Conference (HealthyIoT), 2019. --Best Paper Award

Wireless Sensing and Authentication

• [IEEE SEC’25] Xiaonan Guo, Yuan Ge, Yi Wei, Wenrui Zhao, Yucheng Xie, Yan Wang, Jerry Cheng, Yingying Chen, “Workshop: mmWave Testbed for Data Collection and Model Sharing in Contactless Concentration Monitoring System”, in ACM/IEEE Symposium on Edge Computing, 2025.
• [IEEE SEC’25] Yucheng Xie, Xiaonan Guo, Yan Wang, Jerry Cheng, Tianfang Zhang, Yingying Chen, Yi Wei, Yuan Ge, “Workshop: Exploring Cross-Environment Modeling and Robustness in Palm-based User Authentication using mmWave Testbed”, in ACM/IEEE Symposium on Edge Computing, 2025.
• [IEEE CNS’24] Yucheng Xie, Xiaonan Guo, Yan Wang, Jerry Cheng, Tianfang Zhang, Yingying Chen, Yi Wei, Yuan Ge, “mmPalm: Unlocking Ubiquitous User Authentication through Palm Recognition with mmWave Signals”, in IEEE Conference on Communications and Network Security (CNS), 2024. --Best Paper Award Runner-up
• [IEEE MASS’21] Cong Shi, Tianming Zhao, Yucheng Xie, Tianfang Zhang, Yan Wang, Xiaonan Guo, Yingying Chen, “Environment-independent in-baggage Object Identification Using WiFi Signals”, in IEEE International Conference on Mobile Ad Hoc and Smart Systems (MASS), 2021.
• [IEEE INFOCOM’20] Xin Yang, Jian Liu, Yingying Chen, Xiaonan Guo, Yucheng Xie, “MU-ID: Multi-user Identification through Gaits Using Millimeter Wave Radios”, in IEEE Conference on Computer Communications (INFOCOM), 2020. (Acceptance rate: 268/1354=19.8%)

AI Security and Robust Intelligent Systems

• [IEEE INFOCOM’26] Xiaonan Guo, Yuan Ge, Yi Wei, Yucheng Xie, Yan Wang, Jerry Cheng, Yingying Chen, “Attacking mmWave-enabled Chest Vibration Sensing via Actuator-induced Mimicry”, in IEEE Conference on Computer Communications (INFOCOM), 2026. (Acceptance rate: 252/1312 = 18.9%)
• [IEEE MASS’25] Garvit Agarwal, Yucheng Xie, Yousef Mohammed Y Alomayri, Feng Li, “RansomNet: Ransomware Classification Using Sub-Graph Mining of Function Call Graphs”, in 22nd IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS), 2025.
• [IEEE ICCCN’25] Agnideven Palanisamy Sundar, Feng Li, Xukai Zou, Yucheng Xie, Ryan Hosler, “Vigilante Defender: A Vaccination-based Defense Against Backdoor Attacks on 3D Point Clouds Using Particle Swarm Optimization”, in 34th International Conference on Computer Communications and Networks (ICCCN), 2025.
• [IEEE INFOCOM’20] Hongbo Liu, Zhihua Li, Yucheng Xie, Ruizhe Jiang, Yan Wang, Xiaonan Guo, Yingying Chen, “LiveScreen: Video Chat Liveness Detection Leveraging Skin Reflection”, in IEEE Conference on Computer Communications (INFOCOM), 2020. (Acceptance rate: 268/1354=19.8%)
• [ACM MOBICOM’19] Hongbo Liu, Zhihua Li, Yucheng Xie, Ruizhe Jiang, Yan Wang, Xiaonan Guo, Yingying Chen, “Poster: Video Chat Scam Detection Leveraging Screen Light Reflection”, in ACM Annual International Conference on Mobile Computing and Networking (MOBICOM), 2019.
• [IEEE INFOCOM’23] Yucheng Xie, Xiaonan Guo, Yan Wang, Jerry Cheng, Yingying Chen, “Universal Targeted Adversarial Attacks against mmWave-based Human Activity Recognition”, in IEEE Conference on Computer Communications (INFOCOM), 2023. (Acceptance rate: 252/1312 = 19.2%)
• [ACM ASIACCS’23] Bin Hu, Yan Wang, Jerry Cheng, Tianming Zhao, Yucheng Xie, Xiaonan Guo, Yingying Chen, “Secure and Efficient Mobile DNN Using Trusted Execution Environments”, in ACM Asia Conference on Computer and Communications Security (ASIACCS), 2023. (Acceptance rate: 35/204 = 17%)
• [Proceedings of the IEEE’22] Tianming Zhao, Yucheng Xie, Yan Wang, Jerry Cheng, Xiaonan Guo, Bin Hu, Yingying Chen, “A survey of deep learning on mobile devices: Applications, optimizations, challenges, and research opportunities”,in Proceedings of the IEEE, 2022.
• [ACM MobiSys’22] Yucheng Xie, Ruizhe Jiang, Xiaonan Guo, Yan Wang, Jerry Cheng, Yingying Chen, “Poster: Universal Targeted Attacks against mmWave-based Human Activity Recognition System”, in ACM International Conference on Mobile Systems, Applications and Services (MobiSys), 2022.

Books and Broader Perspectives

• Book: Network Security Empowered by Artificial Intelligence, Network Security, 2024.

Recent Awards & Honors

• Best Paper Award Runner-up, IEEE Conference on Communications and Network Security, 2024.
• Best Paper Award Runner-up, IEEE International Conference on Computer Communications and Networks, 2022.
• Best Paper Award, EAI International Conference on IoT Technologies for HealthCare, 2019.

Teaching Experiences

• Advanced Algorithms, 2025 Spring, 2025 Fall, 2026 Spring
• Introduction to Programming, 2025 Spring, 2025 Fall
• Numerical Methods, 2024 Fall
• Capstone Projects, 2024 Fall, 2026 Spring
• Advanced Programming in IT, 2024 Spring
• Introduction to Cybersecurity, 2023 Fall
• Python Programming, 2024 Spring, 2023 Fall, 2023 Spring, 2022 Fall

Professional Services

Leadership and Organizing Roles

• Panelist for NSF Proposal Review
• Technical Program Chair, mHealth Security Workshop, co-located with IEEE/ACM CHASE 2026
• Technical Program Vice Chair, IEEE Healthcom 2026
• Technical Program Committee Member, IEEE ICCCN 2026
• Technical Program Committee Member, IEEE INFOCOM Workshop on Integrated Sensing and Communication on FutureG Wireless Technologies 2026
• Area Chair, IEEE International Conference on Multimedia Information Processing and Retrieval 2025
• Organizing Committee, IEEE/ACM Conference on Connected Health: Applications, Systems, and Engineering Technologies 2025
• Session Chair, IEEE International Conference on Distributed Computing Systems 2024

Journal and Conference Reviewing

• IEEE Transactions on Information Forensics and Security
• IEEE/ACM Transactions on Networking
• ACM Transactions on Computing for Healthcare
• IEEE Transactions on Computers
• ACM Transactions on Sensor Networks
• ACM Computing Surveys
• ACM Transactions on Privacy and Security
• IEEE Transactions on Sustainable Computing
• IEEE Transactions on Mobile Computing
• IEEE Transactions on Intelligent Vehicles
• IEEE Transactions on Intelligent Transportation Systems
• IEEE Transactions on Computational Social Systems
• Elsevier Computer Networks
• Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
• International Journal of Human-Computer Interaction
• IEEE International Conference on Multimedia Information Processing and Retrieval
• IEEE International Joint Conference on Biometrics