Sotabase

Career

· Applied Scientist, Amazon Web Services (AWS) (Current)2025–
· Applied Scientist Intern, Amazon Web Services (AWS)2024–2024
· Research Scholar, SRC Research Scholars Program2023–2025
· Doctor of Philosophy - PhD, Computer Science, UC San Diego2020–2025
· Graduate Student Researcher, UC San Diego2020–2025
· Research Assistant, Fudan University2018–2020
· MTS (Member Of Technical Staff) Intern, VMware2018–2018
· Bachelor of Science - BS, Computer Science, 复旦大学2015–2020

Publications (16)

Fawkes: Protecting Privacy against Unauthorized Deep Learning Models
USENIX Security Symposium · 2020
270
cited
Blacklight: Scalable Defense for Neural Networks against Query-Based Black-Box Attacks
USENIX Security Symposium · 2020
55
cited
Blacklight: Defending Black-Box Adversarial Attacks on Deep Neural Networks
arXiv.org · 2020
33
cited
Fawkes: Protecting Personal Privacy against Unauthorized Deep Learning Models
arXiv.org · 2020
26
cited
Learn from Failure: Fine-Tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving
Annual Meeting of the Association for Computational Linguistics · 2024
11
cited
Unleashing the Power of Shared Label Structures for Human Activity Recognition
International Conference on Information and Knowledge Management · 2023
10
cited
How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments
The Web Conference · 2024
9
cited
Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework
Knowledge Discovery and Data Mining · 2023
8
cited
Physics-Informed Data Denoising for Real-Life Sensing Systems
ACM International Conference on Embedded Networked Sensor Systems · 2023
8
cited
Federated Learning with Client-Exclusive Classes
arXiv.org · 2023
6
cited
Understanding the Working Time of Developers in IT Companies in China and the United States
IEEE Software · 2020
6
cited
Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework
International Joint Conference on Artificial Intelligence · 2023
3
cited
Creating a Cooperative AI Policymaking Platform through Open Source Collaboration
arXiv.org · 2024
2
cited
Contextual Inference From Sparse Shopping Transactions Based on Motif Patterns
IEEE Transactions on Knowledge and Data Engineering · 2025
1
cited
Matching Skeleton-based Activity Representations with Heterogeneous Signals for HAR
ACM International Conference on Embedded Networked Sensor Systems · 2025
1
cited
Orthogonal Calibration for Asynchronous Federated Learning
arXiv.org · 2025
1
cited
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Jiayun Zhang | Researcher Profile | Sotabase | Sotabase