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2020 – today
- 2024
[j54]Jian Wang
, Jie Liu, Yanglong Lu, Haoliang Li, Xin Zhang:
Machine learning-driven high-fidelity ensemble surrogate modeling of Francis turbine unit based on data-model interactive simulation. Eng. Appl. Artif. Intell. 133: 108385 (2024)- [j53]Fengyuan Zhang, Jie Liu, Yujie Liu, Haoliang Li, Xingxing Jiang:
Data-model-interactive enhancement-based Francis turbine unit health condition assessment using graph driven health benchmark model. Expert Syst. Appl. 249: 123724 (2024) - [j52]Kecheng Chen, Elena Gal, Hong Yan, Haoliang Li:
Domain Generalization with Small Data. Int. J. Comput. Vis. 132(8): 3172-3190 (2024) - [j51]Xin Li, Rongrong Ni, Yao Zhao, Yu Ni, Haoliang Li:
Multi-teacher Universal Distillation Based on Information Hiding for Defense Against Facial Manipulation. Int. J. Comput. Vis. 132(11): 5293-5307 (2024) - [j50]Jie Liu, Yixiao Zhang, Kang Wang, Mehmet Can Yavuz, Xiaoxi Chen, Yixuan Yuan, Haoliang Li, Yang Yang, Alan L. Yuille, Yucheng Tang, Zongwei Zhou:
Universal and extensible language-vision models for organ segmentation and tumor detection from abdominal computed tomography. Medical Image Anal. 97: 103226 (2024) - [j49]Chenqi Kong, Kexin Zheng, Yibing Liu, Shiqi Wang, Anderson Rocha, Haoliang Li:
M$^{3}$3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System. IEEE Trans. Dependable Secur. Comput. 21(6): 5650-5666 (2024) - [j48]Hui Liu, Wenya Wang, Hao Sun, Anderson Rocha, Haoliang Li:
Robust Domain Misinformation Detection via Multi-Modal Feature Alignment. IEEE Trans. Inf. Forensics Secur. 19: 793-806 (2024) - [j47]Rizhao Cai, Zitong Yu, Chenqi Kong, Haoliang Li, Changsheng Chen, Yongjian Hu, Alex C. Kot:
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing With Statistical Tokens. IEEE Trans. Inf. Forensics Secur. 19: 8385-8397 (2024) - [j46]Yibing Liu, Chris Xing Tian, Haoliang Li, Shiqi Wang:
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning. IEEE Trans. Image Process. 33: 4377-4390 (2024) - [j45]Chris Xing Tian, Haoliang Li, Yufei Wang, Shiqi Wang:
Privacy-Preserving Constrained Domain Generalization Via Gradient Alignment. IEEE Trans. Knowl. Data Eng. 36(5): 2142-2150 (2024) - [j44]Kecheng Chen, Tiexin Qin, Victor Ho-fun Lee, Hong Yan, Haoliang Li:
Learning Robust Shape Regularization for Generalizable Medical Image Segmentation. IEEE Trans. Medical Imaging 43(7): 2693-2706 (2024) - [j43]Hao Cheng, Yufei Wang, Haoliang Li, Alex C. Kot, Bihan Wen:
Disentangled Feature Representation for Few-Shot Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10422-10435 (2024) - [c41]Hui Liu, Wenya Wang, Haoru Li, Haoliang Li:
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection. ACL (Findings) 2024: 15556-15583 - [c40]Ruofei Wang, Qing Guo, Haoliang Li, Renjie Wan:
Event Trojan: Asynchronous Event-Based Backdoor Attacks. ECCV (7) 2024: 315-332 - [c39]Ziyuan Luo, Boxin Shi, Haoliang Li, Renjie Wan:
Imaging Interiors: An Implicit Solution to Electromagnetic Inverse Scattering Problems. ECCV (7) 2024: 350-368 - [c38]Tianlang He, Zhiqiu Xia, Jierun Chen, Haoliang Li, S.-H. Gary Chan:
Target-agnostic Source-free Domain Adaptation for Regression Tasks. ICDE 2024: 1464-1477 - [c37]Yibing Liu, Chris Xing Tian, Haoliang Li, Lei Ma, Shiqi Wang:
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization. ICLR 2024 - [c36]Benjamin Walker, Andrew D. McLeod, Tiexin Qin, Yichuan Cheng, Haoliang Li, Terry J. Lyons:
Log Neural Controlled Differential Equations: The Lie Brackets Make A Difference. ICML 2024 - [i57]Kecheng Chen, Elena Gal, Hong Yan, Haoliang Li:
Domain Generalization with Small Data. CoRR abs/2402.06150 (2024) - [i56]Hui Liu, Wenya Wang, Haoru Li, Haoliang Li:
TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection. CoRR abs/2402.07776 (2024) - [i55]Benjamin Walker, Andrew D. McLeod, Tiexin Qin, Yichuan Cheng, Haoliang Li, Terry J. Lyons:
Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference. CoRR abs/2402.18512 (2024) - [i54]Chenqi Kong, Anwei Luo, Song Xia, Yi Yu, Haoliang Li, Alex C. Kot:
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection. CoRR abs/2404.08452 (2024) - [i53]Chris Xing Tian, Yibing Liu, Haoliang Li, Ray C. C. Cheung, Shiqi Wang:
Gradient-Congruity Guided Federated Sparse Training. CoRR abs/2405.01189 (2024) - [i52]Peisong He, Leyao Zhu, Jiaxing Li, Shiqi Wang, Haoliang Li:
Exposing AI-generated Videos: A Benchmark Dataset and a Local-and-Global Temporal Defect Based Detection Method. CoRR abs/2405.04133 (2024) - [i51]Jie Liu, Yixiao Zhang, Kang Wang, Mehmet Can Yavuz, Xiaoxi Chen, Yixuan Yuan, Haoliang Li, Yang Yang, Alan L. Yuille, Yucheng Tang, Zongwei Zhou:
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography. CoRR abs/2405.18356 (2024) - [i50]Hui Liu, Wenya Wang, Hao Sun, Chris Xing Tian, Chenqi Kong, Xin Dong, Haoliang Li:
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning. CoRR abs/2406.11890 (2024) - [i49]Ruofei Wang, Qing Guo, Haoliang Li, Renjie Wan:
Event Trojan: Asynchronous Event-based Backdoor Attacks. CoRR abs/2407.06838 (2024) - [i48]Ziyuan Luo, Boxin Shi, Haoliang Li, Renjie Wan:
Imaging Interiors: An Implicit Solution to Electromagnetic Inverse Scattering Problems. CoRR abs/2407.09352 (2024) - [i47]Chenqi Kong, Anwei Luo, Peijun Bao, Haoliang Li, Renjie Wan, Zengwei Zheng, Anderson Rocha, Alex C. Kot:
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture. CoRR abs/2408.12791 (2024) - [i46]Rizhao Cai, Cecelia Soh, Zitong Yu, Haoliang Li, Wenhan Yang, Alex C. Kot:
Towards Data-Centric Face Anti-Spoofing: Improving Cross-domain Generalization via Physics-based Data Synthesis. CoRR abs/2409.03501 (2024) - [i45]Tiexin Qin, Mengxu Zhu, Chunyang Li, Terry Lyons, Hong Yan, Haoliang Li:
Deep Signature: Characterization of Large-Scale Molecular Dynamics. CoRR abs/2410.02847 (2024) - [i44]Kecheng Chen, Pingping Zhang, Tiexin Qin, Shiqi Wang, Hong Yan, Haoliang Li:
Test-time adaptation for image compression with distribution regularization. CoRR abs/2410.12191 (2024) - 2023
- [j42]Chris Xing Tian, Haoliang Li, Xiaofei Xie, Yang Liu, Shiqi Wang:
Neuron Coverage-Guided Domain Generalization. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 1302-1311 (2023) - [j41]Renjie Wan, Boxin Shi, Haoliang Li, Yuchen Hong, Ling-Yu Duan, Alex C. Kot:
Benchmarking Single-Image Reflection Removal Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1424-1441 (2023) - [j40]Tiexin Qin, Shiqi Wang, Haoliang Li:
Evolving Domain Generalization via Latent Structure-Aware Sequential Autoencoder. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14514-14527 (2023) - [j39]Yuanlong Li, Yiyang Wang, Xuewen Liu, Peiliang Zuo, Haoliang Li, Hua Jiang:
Deep-Reinforcement-Learning-Based Wireless IoT Device Identification Using Channel State Information. Symmetry 15(7): 1404 (2023) - [j38]Pengfei Chen, Leida Li, Haoliang Li, Jinjian Wu, Weisheng Dong, Guangming Shi:
Dynamic Expert-Knowledge Ensemble for Generalizable Video Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 33(6): 2577-2589 (2023) - [j37]Zhi Li, Haoliang Li, Xin Luo, Yongjian Hu, Kwok-Yan Lam, Alex C. Kot:
Asymmetric Modality Translation for Face Presentation Attack Detection. IEEE Trans. Multim. 25: 62-76 (2023) - [c35]Hui Liu, Wenya Wang, Haoliang Li:
Interpretable Multimodal Misinformation Detection with Logic Reasoning. ACL (Findings) 2023: 9781-9796 - [c34]Qian Ma, Zijian Zhang, Xiangyu Zhao, Haoliang Li, Hongwei Zhao, Yiqi Wang, Zitao Liu, Wanyu Wang:
Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting. CIKM 2023: 1756-1765 - [c33]Kecheng Chen, Haoliang Li, Hong Yan:
Cross-Domain Object Classification Via Successive Subspace Alignment. ICASSP 2023: 1-5 - [c32]Jiaxing Li, Chenqi Kong, Shiqi Wang, Haoliang Li:
Two-Branch Multi-Scale Deep Neural Network for Generalized Document Recapture Attack Detection. ICASSP 2023: 1-5 - [c31]Rizhao Cai, Yawen Cui, Zhi Li, Zitong Yu, Haoliang Li, Yongjian Hu, Alex C. Kot:
Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less. ICCV 2023: 8003-8014 - [c30]Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-Peng Tan, Alex C. Kot:
Temporal Coherent Test Time Optimization for Robust Video Classification. ICLR 2023 - [c29]Jindong Wang, Haoliang Li, Haohan Wang, Sinno Jialin Pan, Xing Xie:
Trustworthy Machine Learning: Robustness, Generalization, and Interpretability. KDD 2023: 5827-5828 - [c28]Chenqi Kong, Haoliang Li, Shiqi Wang:
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation. MIPR 2023: 102-107 - [c27]Jindong Wang, Haoliang Li, Sinno Jialin Pan, Xing Xie:
A Tutorial on Domain Generalization. WSDM 2023: 1236-1239 - [i43]Chenqi Kong, Kexin Zheng, Yibing Liu, Shiqi Wang, Anderson Rocha, Haoliang Li:
M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System. CoRR abs/2301.12831 (2023) - [i42]Tiexin Qin, Benjamin Walker, Terry J. Lyons, Hong Yan, Haoliang Li:
Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations. CoRR abs/2302.11354 (2023) - [i41]Kecheng Chen, Haoliang Li, Renjie Wan, Hong Yan:
Robust Cross-domain CT Image Reconstruction via Bayesian Noise Uncertainty Alignment. CoRR abs/2302.13251 (2023) - [i40]Chenyu Yi, Siyuan Yang, Yufei Wang, Haoliang Li, Yap-Peng Tan, Alex C. Kot:
Temporal Coherent Test-Time Optimization for Robust Video Classification. CoRR abs/2302.14309 (2023) - [i39]Chenqi Kong, Haoliang Li, Shiqi Wang:
Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation. CoRR abs/2303.00917 (2023) - [i38]Rizhao Cai, Yawen Cui, Zhi Li, Zitong Yu, Haoliang Li, Yongjian Hu, Alex C. Kot:
Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less. CoRR abs/2303.09914 (2023) - [i37]Hui Liu, Wenya Wang, Haoliang Li:
Interpretable Multimodal Misinformation Detection with Logic Reasoning. CoRR abs/2305.05964 (2023) - [i36]Yibing Liu, Chris Xing Tian, Haoliang Li, Lei Ma, Shiqi Wang:
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization. CoRR abs/2306.02879 (2023) - [i35]Yu Chen, Yang Yu, Rongrong Ni, Yao Zhao, Haoliang Li:
NPVForensics: Jointing Non-critical Phonemes and Visemes for Deepfake Detection. CoRR abs/2306.06885 (2023) - [i34]João Phillipe Cardenuto, Jing Yang, Rafael Padilha, Renjie Wan, Daniel Moreira, Haoliang Li, Shiqi Wang, Fernanda A. Andaló, Sébastien Marcel, Anderson Rocha:
The Age of Synthetic Realities: Challenges and Opportunities. CoRR abs/2306.11503 (2023) - [i33]Rizhao Cai, Zitong Yu, Chenqi Kong, Haoliang Li, Changsheng Chen, Yongjian Hu, Alex C. Kot:
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing with Statistical Tokens. CoRR abs/2309.04038 (2023) - [i32]Qian Ma, Zijian Zhang, Xiangyu Zhao, Haoliang Li, Hongwei Zhao, Yiqi Wang, Zitao Liu, Wanyu Wang:
Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting. CoRR abs/2309.11284 (2023) - [i31]Chenqi Kong, Anwei Luo, Shiqi Wang, Haoliang Li, Anderson Rocha, Alex C. Kot:
Pixel-Inconsistency Modeling for Image Manipulation Localization. CoRR abs/2310.00234 (2023) - [i30]Hui Liu, Wenya Wang, Hao Sun, Anderson Rocha, Haoliang Li:
Robust Domain Misinformation Detection via Multi-modal Feature Alignment. CoRR abs/2311.14315 (2023) - [i29]Tianlang He, Zhiqiu Xia, Jierun Chen, Haoliang Li, S.-H. Gary Chan:
Target-agnostic Source-free Domain Adaptation for Regression Tasks. CoRR abs/2312.00540 (2023) - 2022
- [j36]Haoliang Li, Shiqi Wang, Renjie Wan, Alex C. Kot:
GMFAD: Towards Generalized Visual Recognition via Multilayer Feature Alignment and Disentanglement. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1289-1303 (2022) - [j35]Weichuang Li, Peisong He, Haoliang Li, Hongxia Wang, Ruimei Zhang:
Detection of GAN-Generated Images by Estimating Artifact Similarity. IEEE Signal Process. Lett. 29: 862-866 (2022) - [j34]Chenqi Kong, Baoliang Chen, Wenhan Yang, Haoliang Li, Peilin Chen, Shiqi Wang:
Appearance Matters, So Does Audio: Revealing the Hidden Face via Cross-Modality Transfer. IEEE Trans. Circuits Syst. Video Technol. 32(1): 423-436 (2022) - [j33]Rizhao Cai, Zhi Li, Renjie Wan, Haoliang Li, Yongjian Hu, Alex C. Kot:
Learning Meta Pattern for Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 17: 1201-1213 (2022) - [j32]Chenqi Kong, Baoliang Chen, Haoliang Li, Shiqi Wang, Anderson Rocha, Sam Kwong:
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-Level Telltales. IEEE Trans. Inf. Forensics Secur. 17: 1741-1756 (2022) - [j31]Zhi Li, Rizhao Cai, Haoliang Li, Kwok-Yan Lam, Yongjian Hu, Alex C. Kot:
One-Class Knowledge Distillation for Face Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 17: 2137-2150 (2022) - [j30]Chenqi Kong, Kexin Zheng, Shiqi Wang, Anderson Rocha, Haoliang Li:
Beyond the Pixel World: A Novel Acoustic-Based Face Anti-Spoofing System for Smartphones. IEEE Trans. Inf. Forensics Secur. 17: 3238-3253 (2022) - [j29]Wang Lu, Jindong Wang, Haoliang Li, Yiqiang Chen, Xing Xie:
Domain-invariant Feature Exploration for Domain Generalization. Trans. Mach. Learn. Res. 2022 (2022) - [j28]Yufei Wang, Haoliang Li, Hao Cheng, Bihan Wen, Lap-Pui Chau, Alex C. Kot:
Variational Disentanglement for Domain Generalization. Trans. Mach. Learn. Res. 2022 (2022) - [c26]Yufei Wang, Renjie Wan, Wenhan Yang, Haoliang Li, Lap-Pui Chau, Alex C. Kot:
Low-Light Image Enhancement with Normalizing Flow. AAAI 2022: 2604-2612 - [c25]Hui Liu, Wenya Wang, Haoliang Li:
Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement. EMNLP 2022: 4995-5006 - [c24]Yibing Liu, Haoliang Li, Yangyang Guo, Chenqi Kong, Jing Li, Shiqi Wang:
Rethinking Attention-Model Explainability through Faithfulness Violation Test. ICML 2022: 13807-13824 - [c23]Tiexin Qin, Shiqi Wang, Haoliang Li:
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder. ICML 2022: 18062-18082 - [c22]Zhiming Li, Xiaofei Xie, Haoliang Li, Zhengzi Xu, Yi Li, Yang Liu:
Cross-lingual transfer learning for statistical type inference. ISSTA 2022: 239-250 - [c21]Peiliang Zuo, Han Zhang, Haoliang Li, Boya Liu, Hua Jiang:
Hybrid RSS-TDOA Measurements Based Directional Target Localization in NLOS Environments. VTC Spring 2022: 1-6 - [i28]Yibing Liu, Haoliang Li, Yangyang Guo, Chenqi Kong, Jing Li, Shiqi Wang:
Rethinking Attention-Model Explainability through Faithfulness Violation Test. CoRR abs/2201.12114 (2022) - [i27]Zhi Li, Rizhao Cai, Haoliang Li, Kwok-Yan Lam, Yongjian Hu, Alex C. Kot:
One-Class Knowledge Distillation for Face Presentation Attack Detection. CoRR abs/2205.03792 (2022) - [i26]Tiexin Qin, Shiqi Wang, Haoliang Li:
Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder. CoRR abs/2205.07649 (2022) - [i25]Wang Lu, Jindong Wang, Haoliang Li, Yiqiang Chen, Xing Xie:
Domain-invariant Feature Exploration for Domain Generalization. CoRR abs/2207.12020 (2022) - [i24]Chenqi Kong, Shiqi Wang, Haoliang Li:
Digital and Physical Face Attacks: Reviewing and One Step Further. CoRR abs/2209.14692 (2022) - [i23]Hui Liu, Wenya Wang, Haoliang Li:
Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement. CoRR abs/2210.03501 (2022) - [i22]Rizhao Cai, Haoliang Li, Alex C. Kot:
Toward domain generalized pruning by scoring out-of-distribution importance. CoRR abs/2210.13810 (2022) - [i21]Yibing Liu, Chris Xing Tian, Haoliang Li, Shiqi Wang:
Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning. CoRR abs/2211.06843 (2022) - [i20]Jiaxing Li, Chenqi Kong, Shiqi Wang, Haoliang Li:
Two-branch Multi-scale Deep Neural Network for Generalized Document Recapture Attack Detection. CoRR abs/2211.16786 (2022) - 2021
- [j27]Haoliang Li, Renjie Wan, Shiqi Wang, Alex C. Kot:
Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning. Int. J. Comput. Vis. 129(2): 267-283 (2021) - [j26]Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Alex C. Kot:
Face Image Reflection Removal. Int. J. Comput. Vis. 129(2): 385-399 (2021) - [j25]Guorui Feng, Sheng Li, Haoliang Li, Shujun Li:
Special issue on low complexity methods for multimedia security. Multim. Syst. 27(3): 301-302 (2021) - [j24]Ying-Hui Yang, Qiang Chen, Qian Xu, Jing-Jing Zhao, Jyr-Ching Hu, Haoliang Li, Lang Xu:
Comprehensive Investigation of Capabilities of the Left-Looking InSAR Observations in Coseismic Surface Deformation Mapping and Faulting Model Estimation Using Multi-Pass Measurements: An Example of the 2016 Kumamoto, Japan Earthquake. Remote. Sens. 13(11): 2034 (2021) - [j23]Haoliang Li, Xingchao Cui, Siwei Chen:
PolSAR Ship Detection with Optimal Polarimetric Rotation Domain Features and SVM. Remote. Sens. 13(19): 3932 (2021) - [j22]Xun Zhu, Sheng Li, Xinpeng Zhang, Haoliang Li, Alex C. Kot:
Detection of Spoofing Medium Contours for Face Anti-Spoofing. IEEE Trans. Circuits Syst. Video Technol. 31(5): 2039-2045 (2021) - [j21]Rizhao Cai, Haoliang Li, Shiqi Wang, Changsheng Chen, Alex C. Kot:
DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 16: 937-951 (2021) - [j20]Baoliang Chen, Wenhan Yang, Haoliang Li, Shiqi Wang, Sam Kwong:
Camera Invariant Feature Learning for Generalized Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 16: 2477-2492 (2021) - [j19]Mohamed Ragab, Zhenghua Chen, Min Wu, Haoliang Li, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li:
Adversarial Multiple-Target Domain Adaptation for Fault Classification. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j18]Baoliang Chen, Haoliang Li, Hongfei Fan, Shiqi Wang:
No-Reference Screen Content Image Quality Assessment With Unsupervised Domain Adaptation. IEEE Trans. Image Process. 30: 5463-5476 (2021) - [j17]Peisong He, Haoliang Li, Hongxia Wang, Shiqi Wang, Xinghao Jiang, Ruimei Zhang:
Frame-Wise Detection of Double HEVC Compression by Learning Deep Spatio-Temporal Representations in Compression Domain. IEEE Trans. Multim. 23: 3179-3192 (2021) - [c20]Yufei Wang, Haoliang Li, Lap-Pui Chau, Alex C. Kot:
Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation. ACM Multimedia 2021: 2595-2604 - [c19]Chenyu Yi, Siyuan Yang, Haoliang Li, Yap-Peng Tan, Alex C. Kot:
Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions. NeurIPS Datasets and Benchmarks 2021 - [c18]Haoliang Li, Huicheng Zheng:
A Residual Correction Approach for Semi-supervised Semantic Segmentation. PRCV (4) 2021: 90-102 - [i19]Baoliang Chen, Wenhan Yang, Haoliang Li, Shiqi Wang, Sam Kwong:
Camera Invariant Feature Learning for Generalized Face Anti-spoofing. CoRR abs/2101.10075 (2021) - [i18]Chris Xing Tian, Haoliang Li, Xiaofei Xie, Yang Liu, Shiqi Wang:
Neuron Coverage-Guided Domain Generalization. CoRR abs/2103.00229 (2021) - [i17]Chris Xing Tian, Haoliang Li, Yufei Wang, Shiqi Wang:
Privacy-Preserving Constrained Domain Generalization for Medical Image Classification. CoRR abs/2105.08511 (2021) - [i16]Zhiming Li, Xiaofei Xie, Haoliang Li, Zhengzi Xu, Yi Li, Yang Liu:
Cross-Lingual Adaptation for Type Inference. CoRR abs/2107.00157 (2021) - [i15]Yufei Wang, Haoliang Li, Lap-Pui Chau, Alex C. Kot:
Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation. CoRR abs/2107.02629 (2021) - [i14]Chenqi Kong, Baoliang Chen, Haoliang Li, Shiqi Wang, Anderson Rocha, Sam Kwong:
Detect and Locate: A Face Anti-Manipulation Approach with Semantic and Noise-level Supervision. CoRR abs/2107.05821 (2021) - [i13]Yufei Wang, Haoliang Li, Lap-Pui Chau, Alex C. Kot:
Variational Disentanglement for Domain Generalization. CoRR abs/2109.05826 (2021) - [i12]Yufei Wang, Renjie Wan, Wenhan Yang, Haoliang Li, Lap-Pui Chau, Alex C. Kot:
Low-Light Image Enhancement with Normalizing Flow. CoRR abs/2109.05923 (2021) - [i11]Hao Cheng, Yufei Wang, Haoliang Li, Alex C. Kot, Bihan Wen:
Disentangled Feature Representation for Few-shot Image Classification. CoRR abs/2109.12548 (2021) - [i10]Chenyu Yi, Siyuan Yang, Haoliang Li, Yap-Peng Tan, Alex C. Kot:
Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions. CoRR abs/2110.06513 (2021) - [i9]Rizhao Cai, Zhi Li, Renjie Wan, Haoliang Li, Yongjian Hu, Alex ChiChung Kot:
Learning Meta Pattern for Face Anti-Spoofing. CoRR abs/2110.06753 (2021) - [i8]Zhi Li, Haoliang Li, Xin Luo, Yongjian Hu, Kwok-Yan Lam, Alex C. Kot:
Asymmetric Modality Translation For Face Presentation Attack Detection. CoRR abs/2110.09108 (2021) - 2020
- [j16]Haoliang Li, Shiqi Wang, Peisong He, Anderson Rocha:
Face Anti-Spoofing With Deep Neural Network Distillation. IEEE J. Sel. Top. Signal Process. 14(5): 933-946 (2020) - [j15]Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot:
CoRRN: Cooperative Reflection Removal Network. IEEE Trans. Pattern Anal. Mach. Intell. 42(12): 2969-2982 (2020) - [j14]Haoliang Li, Wen Li, Shiqi Wang:
Discovering and incorporating latent target-domains for domain adaptation. Pattern Recognit. 108: 107536 (2020) - [j13]Peisong He, Haoliang Li, Hongxia Wang, Ruimei Zhang:
Detection of Computer Graphics Using Attention-Based Dual-Branch Convolutional Neural Network from Fused Color Components. Sensors 20(17): 4743 (2020) - [j12]Peisong He, Haoliang Li, Bin Li, Hongxia Wang, Liang Liu:
Exposing Fake Bitrate Videos Using Hybrid Deep-Learning Network From Recompression Error. IEEE Trans. Circuits Syst. Video Technol. 30(11): 4034-4049 (2020) - [j11]Haoliang Li, Sinno Jialin Pan, Shiqi Wang, Alex C. Kot:
Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 31(3): 984-996 (2020) - [c17]Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Alex C. Kot:
Reflection Scene Separation From a Single Image. CVPR 2020: 2395-2403 - [c16]Zhi Li, Haoliang Li, Kwok-Yan Lam, Alex ChiChung Kot:
Unseen Face Presentation Attack Detection with Hypersphere Loss. ICASSP 2020: 2852-2856 - [c15]Yufei Wang, Haoliang Li, Alex C. Kot:
Heterogeneous Domain Generalization Via Domain Mixup. ICASSP 2020: 3622-3626 - [c14]Haoliang Li, Peiliang Zuo, Hanbo Jing, Wenbo Wang:
Maximizing Lifetime of Delay-Tolerant Sensor Networks With a Mobile Sink. ICCC 2020: 975-980 - [c13]Kecheng Chen, Xiaorong Pu, Yazhou Ren, Hang Qiu, Haoliang Li, Jiayu Sun:
Low-Dose CT Image Blind Denoising with Graph Convolutional Networks. ICONIP (1) 2020: 423-435 - [c12]Haoliang Li, Yufei Wang, Renjie Wan, Shiqi Wang, Tie-Qiang Li, Alex C. Kot:
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization. NeurIPS 2020 - [c11]Chenyu Yi, Haoliang Li, Renjie Wan, Alex C. Kot:
Improving Robustness of DNNs against Common Corruptions via Gaussian Adversarial Training. VCIP 2020: 17-20 - [c10]Jinchao Zhou, Renjie Wan, Haoliang Li, Alex C. Kot:
The Enhancement of Underexposed Images with Blurred Reflectance. VCIP 2020: 495-498 - [i7]Baoliang Chen, Haoliang Li, Hongfei Fan, Shiqi Wang:
No-reference Quality Assessment with Unsupervised Domain Adaptation. CoRR abs/2008.08561 (2020) - [i6]Yufei Wang, Haoliang Li, Alex C. Kot:
Heterogeneous Domain Generalization via Domain Mixup. CoRR abs/2009.05448 (2020) - [i5]Haoliang Li, Yufei Wang, Xiaofei Xie, Yang Liu, Shiqi Wang, Renjie Wan, Lap-Pui Chau, Alex C. Kot:
Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems. CoRR abs/2009.06996 (2020) - [i4]Rizhao Cai, Haoliang Li, Shiqi Wang, Changsheng Chen, Alex ChiChung Kot:
DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing. CoRR abs/2009.07529 (2020) - [i3]Haoliang Li, Yufei Wang, Renjie Wan, Shiqi Wang, Tie-Qiang Li, Alex C. Kot:
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization. CoRR abs/2009.12829 (2020)
2010 – 2019
- 2019
- [j10]Saghir Ahmed Saghir Alfasly, Yongjian Hu, Haoliang Li, Tiancai Liang, Xiaofeng Jin, Beibei Liu, Qingli Zhao:
Multi-Label-Based Similarity Learning for Vehicle Re-Identification. IEEE Access 7: 162605-162616 (2019) - [j9]Shan Bian, Haoliang Li, Tianji Gu, Alex ChiChung Kot:
Exposing Video Compression History by Detecting Transcoded HEVC Videos from AVC Coding. Symmetry 11(1): 67 (2019) - [c9]Haoliang Li, Sinno Jialin Pan, Renjie Wan, Alex C. Kot:
Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding. AAAI 2019: 8602-8609 - [c8]Peisong He, Haoliang Li, Hongxia Wang:
Detection of Fake Images Via The Ensemble of Deep Representations from Multi Color Spaces. ICIP 2019: 2299-2303 - [i2]Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Alex C. Kot:
Face Image Reflection Removal. CoRR abs/1903.00865 (2019) - 2018
- [j8]Peisong He, Xinghao Jiang, Tanfeng Sun, Haoliang Li:
Computer Graphics Identification Combining Convolutional and Recurrent Neural Networks. IEEE Signal Process. Lett. 25(9): 1369-1373 (2018) - [j7]Haoliang Li, Wen Li, Hong Cao, Shiqi Wang, Feiyue Huang, Alex C. Kot:
Unsupervised Domain Adaptation for Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 13(7): 1794-1809 (2018) - [j6]Haoliang Li, Peisong He, Shiqi Wang, Anderson Rocha, Xinghao Jiang, Alex C. Kot:
Learning Generalized Deep Feature Representation for Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 13(10): 2639-2652 (2018) - [c7]Shan Lin, Haoliang Li, Chang-Tsun Li, Alex C. Kot:
Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification. BMVC 2018: 9 - [c6]Haoliang Li, Sinno Jialin Pan, Shiqi Wang, Alex C. Kot:
Domain Generalization With Adversarial Feature Learning. CVPR 2018: 5400-5409 - [i1]Shan Lin, Haoliang Li, Chang-Tsun Li, Alex ChiChung Kot:
Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification. CoRR abs/1807.01440 (2018) - 2017
- [j5]Shanfeng Wang, Maoguo Gong, Haoliang Li, Junwei Yang, Yue Wu:
Memetic algorithm based location and topic aware recommender system. Knowl. Based Syst. 131: 125-134 (2017) - [c5]Haoliang Li, Shiqi Wang, Alex C. Kot:
Image Recapture Detection with Convolutional and Recurrent Neural Networks. Media Watermarking, Security, and Forensics 2017: 87-91 - 2016
- [j4]Shanfeng Wang, Maoguo Gong, Haoliang Li, Junwei Yang:
Multi-objective optimization for long tail recommendation. Knowl. Based Syst. 104: 145-155 (2016) - [j3]Leida Li, Dong Wu, Jinjian Wu, Haoliang Li, Weisi Lin, Alex C. Kot:
Image Sharpness Assessment by Sparse Representation. IEEE Trans. Multim. 18(6): 1085-1097 (2016) - [c4]Haoliang Li, Shiqi Wang, Alex C. Kot:
Face spoofing detection with image quality regression. IPTA 2016: 1-6 - [c3]Haoliang Li, Alex C. Kot, Leida Li:
Color space identification from single images. ISCAS 2016: 1774-1777 - 2015
- [j2]Leida Li, Yu Zhou, Jinjian Wu, Weisi Lin, Haoliang Li:
GridSAR: Grid strength and regularity for robust evaluation of blocking artifacts in JPEG images. J. Vis. Commun. Image Represent. 30: 153-163 (2015) - [j1]Khosro Bahrami, Alex ChiChung Kot, Leida Li, Haoliang Li:
Blurred Image Splicing Localization by Exposing Blur Type Inconsistency. IEEE Trans. Inf. Forensics Secur. 10(5): 999-1009 (2015) - 2013
- [c2]Haoliang Li, Jianhao Hu, Jienan Chen:
A novel low-power filter design via reduced-precision redundancy for voltage overscaling applications. GLOBECOM 2013: 3282-3287 - 2012
- [c1]Shuangyan Jin, Haoliang Li, Yongfei Liu:
Research on media player based on Android. FSKD 2012: 2326-2329
Coauthor Index
Alex ChiChung Kot
aka: Alex C. Kot
aka: Alex C. Kot
[j47] [j43] [i54] [i47] [i46] [j41] [j37] [c31] [c30] [i40] [i38] [i33] [i31] [j36] [j33] [j31] [j28] [c26] [i27] [i22] [j27] [j26] [j22] [j21] [c20] [c19] [i15] [i13] [i12] [i11] [i10] [i9] [i8] [j15] [j11] [c17] [c16] [c15] [c12] [c11] [c10] [i6] [i5] [i4] [i3] [j9] [c9] [i2] [j7] [j6] [c7] [c6] [i1] [c5] [j3] [c4] [c3] [j1]
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