Jian Jin
Computer Science · Purdue University West Lafayette
Publications
17
Citations
95
Est. group size
~1
Recurring co-author estimate
Active years
20
Publishing since 2006
Jian Jin's work centers on privacy-preserving and decentralized machine learning systems, including federated learning, domain adaptation, and identity management for Internet of Things devices. Recent projects apply these methods to areas like 5G networks, industrial IoT sensing, and distributed deep learning training. The research combines data security and privacy techniques with practical networking and edge-computing applications.
Publication output was minimal or absent in the mid-2010s to early 2020s but has increased noticeably since 2023, suggesting a recent growth in activity.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Noise May Contain Transferable Knowledge: Understanding Semi-supervised Heterogeneous Domain Adaptation from an Empirical Perspective
arXiv (Cornell University) · 2025
- FedPRS: A Privacy-preserving Representation Synthesis Framework for Federated Contribution Evaluation
ACM Transactions on Intelligent Systems and Technology · 2025
- Flexible and Scalable Decentralized Identity Management for Industrial Internet of Things
IEEE Internet of Things Journal · 2024
- A Survey on Performance Modeling and Prediction for Distributed DNN Training
IEEE Transactions on Parallel and Distributed Systems · 2024
- Rethinking Guidance Information to Utilize Unlabeled Samples:A Label Encoding Perspective
arXiv (Cornell University) · 2024
- Federated Multitask Learning for Pedestrian Location-Aware 5G Multicast/Broadcast Services
IEEE Transactions on Broadcasting · 2023
- Machine Learning Assisted Video Stream Offloading for 5G MBMS Mobile Edge Computing
IEEE Transactions on Broadcasting · 2023
- Decentralized Communication-assisted Sensing based on Federated Learning Framework for IIoT
2023
- Classification and Mechanism Analysis of Wellbore Failure Based on Cavings
55th U.S. Rock Mechanics/Geomechanics Symposium · 2021
- A Posture Recognition Method Based on Indoor Positioning Technology
Sensors · 2019
- Rogue Base Station Detection Using A Machine Learning Approach
2019
- Sensors×2
- IEEE Transactions on Broadcasting×2
- arXiv (Cornell University)×2
- IEEE Internet of Things Journal×1
- IEEE Transactions on Parallel and Distributed Systems×1
- Vassilis Zikas
Computer Science · Purdue University West Lafayette
- Wenhai Sun
Computer Science · Purdue University West Lafayette
- Xiaofeng Chen
Computer Science · Purdue University West Lafayette
- Aniket Kate
Computer Science · Purdue University West Lafayette
- Aarushi Goel
Computer Science · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
Claim or correct this profile