Haoliang Li
I am an assistant professor at Department of Electrical Engineering, City University of Hong Kong. Before that, I was a Wallenberg-NTU Presidential Postdoc Fellow in the Rapid-Rich Object Search Lab of Nanyang Technological University. I obtained my Ph.D. degree from NTU in 2018 supervised by Prof. Alex C. Kot, and the BSc degree from University of Electronic Science and Technology of China in 2013.
haoliang.li[at]cityu.edu.hk
[Google Scholar Profile]
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Research
I am broadly interested in AI security, multimedia forensics, and machine learning. My current research focuses on secure face recognition, fake news detection, transfer learning as well as its application.
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Selected Publications
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Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder
Tiexin Qin,
Shiqi Wang,
Haoliang Li
ICML, 2022
Project Page
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Rethinking Attention-Model Explainability through Faithfulness Violation Test
Yibing Liu,
Haoliang Li,
Yangyang Guo,
Chenqi Kong,
Jing Li,
Shiqi Wang
ICML, 2022
Project Page
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One-Class Knowledge Distillation for Face Presentation Attack Detection
Zhi Li,
Rizhao Cai,
Haoliang Li,
Kwok-Yan Lam,
Yongjian Hu,
Alex C. Kot
IEEE Transactions on Information Forensics and Security, 2022
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Cross-Lingual Transfer Learning for Statistical Type Inference
Zhiming Li,
Xiaofei Xie,
Haoliang Li,
Zhengzi Xu,
Yi Li,
Yang Liu
ISSTA, 2022
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Benchmarking Single-Image Reflection Removal Algorithms
Renjie Wan,
Boxin Shi,
Haoliang Li,
Yuchen Hong,
Lingyu Duan,
Alex C. Kot
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
Project Page
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Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales
Chenqi Kong,
Baoliang Chen,
Haoliang Li,
Shiqi Wang,
Anderson Rocha,
Sam Kwong
IEEE Transactions on Information Forensics and Security, 2022
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Neuron Coverage-Guided Domain Generalization
Chris Xing Tian,
Haoliang Li,
Xiaofei Xie,
Yang Liu,
Shiqi Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
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Learning Meta Pattern for Face Anti-Spoofing
Rizhao Cai,
Zhi Li,
Renjie Wan,
Haoliang Li,
Yongjian Hu,
Alex C. Kot.
IEEE Transactions on Information Forensics and Security, 2022
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Low-Light Image Enhancement with Normalizing Flow
Yufei Wang,
Renjie Wan,
Wenhan Yang,
Haoliang Li,
Lap-Pui Chau,
Alex C. Kot
AAAI, 2022
Project Page
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Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions
Chenyu Yi*,
Siyuan Yang*,
Haoliang Li,
Yap-Peng Tan,
Alex C. Kot
NeurIPS, 2021
Project Page
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Asymmetric Modality Translation For Face Presentation Attack Detection
Zhi Li,
Haoliang Li,
Xin Luo,
Yongjian Hu,
Kwok-Yan Lam,
Alex C. Kot
IEEE Transactions on Multimedia, 2021
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Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation
Yufei Wang,
Haoliang Li,
Lap-Pui Chau,
Alex C. Kot
ACM MM, 2021
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No-Reference Screen Content Image Quality Assessment With Unsupervised Domain Adaptation
Baoliang Chen,
Haoliang Li,
Hongfei Fan,
Shiqi Wang
IEEE Transactions on Image Processing, 2021
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Appearance Matters, So Does Audio: Revealing the Hidden Face via Cross-Modality Transfer
Chenqi Kong,
Baoliang Chen,
Wenhan Yang,
Haoliang Li,
Peilin Chen,
Shiqi Wang.
IEEE Transactions on Circuits and Systems for Video Technology, 2021
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Camera Invariant Feature Learning for Generalized Face Anti-spoofing
Baoliang Chen,
Wenhan Yang,
Haoliang Li,
Shiqi Wang,
Sam Kwong.
IEEE Transactions on Information Forensics and Security, 2021
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DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing
Rizhao Cai,
Haoliang Li,
Shiqi Wang,
Changsheng Chen,
Alex C. Kot.
IEEE Transactions on Information Forensics and Security, 2021
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CoRRN: Cooperative Reflection Removal Network
Renjie Wan,
Boxin Shi
Haoliang Li,
Ling-Yu Duan,
Ah-Hwee Tan,
Alex C. Kot.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
Code (Github)
Reflection Image Dataset (RID)
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Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization
Haoliang Li,
Yufei Wang,
Renjie Wan,
Shiqi Wang,
Tie-qiang Li,
Alex C. Kot.
NeurIPS 2020
Our team wins 2nd Runner-up in NUS-MIT Healthcare AI Datathon 2020. Video
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Heterogeneous domain generalization via domain mixup
Yufei Wang,
Haoliang Li,
Alex C. Kot.
ICASSP 2020
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Unseen face presentation attack detection with hypersphere loss
Zhi Li,
Haoliang Li,
Kwok-Yan Lam,
Alex C. Kot.
ICASSP 2020
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GMFAD: Towards Generalized Visual Recognition via Multi-Layer Feature Alignment and Disentanglement
Haoliang Li,
Shiqi Wang,
Renjie Wan,
Alex C. Kot.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
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Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning
Haoliang Li,
Renjie Wan,
Shiqi Wang,
Alex C. Kot.
International Journal of Computer Vision, 2020
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Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization
Haoliang Li,
Sinno Jialin Pan,
Shiqi Wang,
Alex C. Kot.
IEEE Transactions on Neural Networks and Learning Systems, 2020
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Face anti-spoofing with deep neural network distillation
Haoliang Li,
Shiqi Wang,
Peisong He,
Anderson Rocha.
IEEE Journal of Selected Topics in Signal Processing , 2020
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Face Image Reflection Removal
Renjie Wan,
Boxin Shi,
Haoliang Li,
Ling-Yu Duan,
Alex C. Kot.
International Journal of Computer Vision, 2020
Dataset
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Frame-wise Detection of Double HEVC Compression by Learning Deep Spatio-temporal Representations in Compression Domain
Peisong He
Haoliang Li,
Hongxia Wang,
Shiqi Wang,
Xinghao Jiang,
Ruimei Zhang.
IEEE Transactions on Multimedia, 2020
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Reflection scene separation from a single image
Renjie Wan,
Boxin Shi,
Haoliang Li,
Ling-Yu Duan,
Alex C. Kot.
CVPR 2020
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Discovering and Incorporating Latent Target-Domains for Domain Adaptation
Haoliang Li,
Wen Li,
Shiqi Wang.
Pattern Recognition, 2020
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Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding
Haoliang Li,
Sinno Jialin Pan,
Renjie Wan,
Alex C. Kot.
AAAI 2019
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Exposing Fake Bitrate Videos Using Hybrid Deep-learning Network from Recompression Error
Peisong He
Haoliang Li,
Bin Li,
Hongxia Wang,
Liang Liu.
IEEE Transactions on Circuits and Systems for Video Technology, 2019
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Multi-Task Mid-Level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification
Shan Lin,
Haoliang Li,
Chang-Tsun Li,
Alex C. Kot.
BMVC 2018
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Domain Generalization with Adversarial Feature Learning
Haoliang Li,
Sinno Jialin Pan,
Shiqi Wang,
Alex C. Kot.
CVPR 2018
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Learning Generalized Deep Feature Representation for Face Anti-Spoofing
Haoliang Li,
Peisong He,
Shiqi Wang,
Anderson Rocha,
Xinghao Jiang,
Alex C. Kot.
IEEE Transactions on Information Forensics and Security, 2018
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Unsupervised Domain Adaptation for Face Anti-spoofing
Haoliang Li,
Wen Li,
Hong Cao,
Shiqi Wang,
Feiyue Huang,
Alex C. Kot.
IEEE Transactions on Information Forensics and Security, 2018
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A novel low-power filter design via reduced-precision redundancy for voltage overscaling applications
Haoliang Li,
Jianhao Hu,
Jienan Chen.
Globecom 2013
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