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Career

· Researcher (Undergraduate Researcher at Berkeley Artificial Intelligence Research), UC Berkeley2025–
· Visiting Student in EECS, UC Berkeley2024–2025

Publications (46)

Domain Generalization with Adversarial Feature Learning
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition · 2018
1,419
cited
Unsupervised Domain Adaptation for Face Anti-Spoofing
IEEE Transactions on Information Forensics and Security · 2018
213
cited
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization
Neural Information Processing Systems · 2020
211
cited
Learning Generalized Deep Feature Representation for Face Anti-Spoofing
IEEE Transactions on Information Forensics and Security · 2018
167
cited
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-Level Telltales
IEEE Transactions on Information Forensics and Security · 2021
99
cited
CoRRN: Cooperative Reflection Removal Network
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020
76
cited
Adversarial Multiple-Target Domain Adaptation for Fault Classification
IEEE Transactions on Instrumentation and Measurement · 2021
71
cited
Rethinking Attention-Model Explainability through Faithfulness Violation Test
International Conference on Machine Learning · 2022
57
cited
Pixel-Inconsistency Modeling for Image Manipulation Localization
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023
49
cited
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography
Medical Image Anal. · 2024
47
cited
Camera Invariant Feature Learning for Generalized Face Anti-Spoofing
IEEE Transactions on Information Forensics and Security · 2021
46
cited
Computer Graphics Identification Combining Convolutional and Recurrent Neural Networks
IEEE Signal Processing Letters · 2018
42
cited
Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems
arXiv.org · 2020
41
cited
Neuron Coverage-Guided Domain Generalization
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021
41
cited
No-Reference Screen Content Image Quality Assessment With Unsupervised Domain Adaptation
IEEE Transactions on Image Processing · 2020
41
cited
Digital and Physical Face Attacks: Reviewing and One Step Further
APSIPA Transactions on Signal and Information Processing · 2022
39
cited
Beyond the Pixel World: A Novel Acoustic-Based Face Anti-Spoofing System for Smartphones
IEEE Transactions on Information Forensics and Security · 2022
38
cited
One-Class Knowledge Distillation for Face Presentation Attack Detection
IEEE Transactions on Information Forensics and Security · 2022
38
cited
Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization
IEEE Transactions on Neural Networks and Learning Systems · 2020
36
cited
The Age of Synthetic Realities: Challenges and Opportunities
APSIPA Transactions on Signal and Information Processing · 2023
34
cited
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Haoliang Li | Researcher Profile | Sotabase | Sotabase