Haoliang Li

Orcid: 0000-0002-8723-8112

According to our database1, Haoliang Li authored at least 119 papers between 2012 and 2024.

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Bibliography

2024
Multi-teacher Universal Distillation Based on Information Hiding for Defense Against Facial Manipulation.
Int. J. Comput. Vis., November, 2024

Disentangled Feature Representation for Few-Shot Image Classification.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

Domain Generalization with Small Data.
Int. J. Comput. Vis., August, 2024

Learning Robust Shape Regularization for Generalizable Medical Image Segmentation.
IEEE Trans. Medical Imaging, July, 2024

Privacy-Preserving Constrained Domain Generalization Via Gradient Alignment.
IEEE Trans. Knowl. Data Eng., May, 2024

Generalization Beyond Feature Alignment: Concept Activation-Guided Contrastive Learning.
IEEE Trans. Image Process., 2024

Robust Domain Misinformation Detection via Multi-Modal Feature Alignment.
IEEE Trans. Inf. Forensics Secur., 2024

S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing With Statistical Tokens.
IEEE Trans. Inf. Forensics Secur., 2024

M$^{3}$3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System.
IEEE Trans. Dependable Secur. Comput., 2024

Universal and extensible language-vision models for organ segmentation and tumor detection from abdominal computed tomography.
Medical Image Anal., 2024

Data-model-interactive enhancement-based Francis turbine unit health condition assessment using graph driven health benchmark model.
Expert Syst. Appl., 2024

Machine learning-driven high-fidelity ensemble surrogate modeling of Francis turbine unit based on data-model interactive simulation.
Eng. Appl. Artif. Intell., 2024

Test-time adaptation for image compression with distribution regularization.
CoRR, 2024

Deep Signature: Characterization of Large-Scale Molecular Dynamics.
CoRR, 2024

Towards Data-Centric Face Anti-Spoofing: Improving Cross-domain Generalization via Physics-based Data Synthesis.
CoRR, 2024

Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture.
CoRR, 2024

Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning.
CoRR, 2024

Exposing AI-generated Videos: A Benchmark Dataset and a Local-and-Global Temporal Defect Based Detection Method.
CoRR, 2024

Gradient-Congruity Guided Federated Sparse Training.
CoRR, 2024

MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection.
CoRR, 2024

Log Neural Controlled Differential Equations: The Lie Brackets Make A Difference.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Target-agnostic Source-free Domain Adaptation for Regression Tasks.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Event Trojan: Asynchronous Event-Based Backdoor Attacks.
Proceedings of the Computer Vision - ECCV 2024, 2024

Imaging Interiors: An Implicit Solution to Electromagnetic Inverse Scattering Problems.
Proceedings of the Computer Vision - ECCV 2024, 2024

TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Evolving Domain Generalization via Latent Structure-Aware Sequential Autoencoder.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Deep-Reinforcement-Learning-Based Wireless IoT Device Identification Using Channel State Information.
Symmetry, July, 2023

Dynamic Expert-Knowledge Ensemble for Generalizable Video Quality Assessment.
IEEE Trans. Circuits Syst. Video Technol., June, 2023

Asymmetric Modality Translation for Face Presentation Attack Detection.
IEEE Trans. Multim., 2023

Benchmarking Single-Image Reflection Removal Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Neuron Coverage-Guided Domain Generalization.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Pixel-Inconsistency Modeling for Image Manipulation Localization.
CoRR, 2023

The Age of Synthetic Realities: Challenges and Opportunities.
CoRR, 2023

NPVForensics: Jointing Non-critical Phonemes and Visemes for Deepfake Detection.
CoRR, 2023

Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less.
CoRR, 2023

Robust Cross-domain CT Image Reconstruction via Bayesian Noise Uncertainty Alignment.
CoRR, 2023

Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations.
CoRR, 2023

M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System.
CoRR, 2023

A Tutorial on Domain Generalization.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation.
Proceedings of the 6th IEEE International Conference on Multimedia Information Processing and Retrieval, 2023

Trustworthy Machine Learning: Robustness, Generalization, and Interpretability.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Temporal Coherent Test Time Optimization for Robust Video Classification.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Two-Branch Multi-Scale Deep Neural Network for Generalized Document Recapture Attack Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Cross-Domain Object Classification Via Successive Subspace Alignment.
Proceedings of the IEEE International Conference on Acoustics, 2023

Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Interpretable Multimodal Misinformation Detection with Logic Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Variational Disentanglement for Domain Generalization.
Trans. Mach. Learn. Res., 2022

Domain-invariant Feature Exploration for Domain Generalization.
Trans. Mach. Learn. Res., 2022

One-Class Knowledge Distillation for Face Presentation Attack Detection.
IEEE Trans. Inf. Forensics Secur., 2022

Beyond the Pixel World: A Novel Acoustic-Based Face Anti-Spoofing System for Smartphones.
IEEE Trans. Inf. Forensics Secur., 2022

Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-Level Telltales.
IEEE Trans. Inf. Forensics Secur., 2022

Learning Meta Pattern for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2022

Appearance Matters, So Does Audio: Revealing the Hidden Face via Cross-Modality Transfer.
IEEE Trans. Circuits Syst. Video Technol., 2022

Detection of GAN-Generated Images by Estimating Artifact Similarity.
IEEE Signal Process. Lett., 2022

GMFAD: Towards Generalized Visual Recognition via Multilayer Feature Alignment and Disentanglement.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Toward domain generalized pruning by scoring out-of-distribution importance.
CoRR, 2022

Digital and Physical Face Attacks: Reviewing and One Step Further.
CoRR, 2022

One-Class Knowledge Distillation for Face Presentation Attack Detection.
CoRR, 2022

Hybrid RSS-TDOA Measurements Based Directional Target Localization in NLOS Environments.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Cross-lingual transfer learning for statistical type inference.
Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder.
Proceedings of the International Conference on Machine Learning, 2022

Rethinking Attention-Model Explainability through Faithfulness Violation Test.
Proceedings of the International Conference on Machine Learning, 2022

Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Low-Light Image Enhancement with Normalizing Flow.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Frame-Wise Detection of Double HEVC Compression by Learning Deep Spatio-Temporal Representations in Compression Domain.
IEEE Trans. Multim., 2021

No-Reference Screen Content Image Quality Assessment With Unsupervised Domain Adaptation.
IEEE Trans. Image Process., 2021

Adversarial Multiple-Target Domain Adaptation for Fault Classification.
IEEE Trans. Instrum. Meas., 2021

Camera Invariant Feature Learning for Generalized Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2021

DRL-FAS: A Novel Framework Based on Deep Reinforcement Learning for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2021

Detection of Spoofing Medium Contours for Face Anti-Spoofing.
IEEE Trans. Circuits Syst. Video Technol., 2021

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., 2021

PolSAR Ship Detection with Optimal Polarimetric Rotation Domain Features and SVM.
Remote. Sens., 2021

Special issue on low complexity methods for multimedia security.
Multim. Syst., 2021

Face Image Reflection Removal.
Int. J. Comput. Vis., 2021

Unsupervised Domain Adaptation in the Wild via Disentangling Representation Learning.
Int. J. Comput. Vis., 2021

Variational Disentanglement for Domain Generalization.
CoRR, 2021

Detect and Locate: A Face Anti-Manipulation Approach with Semantic and Noise-level Supervision.
CoRR, 2021

Cross-Lingual Adaptation for Type Inference.
CoRR, 2021

Privacy-Preserving Constrained Domain Generalization for Medical Image Classification.
CoRR, 2021

A Residual Correction Approach for Semi-supervised Semantic Segmentation.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020
Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2020

Exposing Fake Bitrate Videos Using Hybrid Deep-Learning Network From Recompression Error.
IEEE Trans. Circuits Syst. Video Technol., 2020

Detection of Computer Graphics Using Attention-Based Dual-Branch Convolutional Neural Network from Fused Color Components.
Sensors, 2020

Discovering and incorporating latent target-domains for domain adaptation.
Pattern Recognit., 2020

CoRRN: Cooperative Reflection Removal Network.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

Face Anti-Spoofing With Deep Neural Network Distillation.
IEEE J. Sel. Top. Signal Process., 2020

Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems.
CoRR, 2020

No-reference Quality Assessment with Unsupervised Domain Adaptation.
CoRR, 2020

The Enhancement of Underexposed Images with Blurred Reflectance.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Improving Robustness of DNNs against Common Corruptions via Gaussian Adversarial Training.
Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Low-Dose CT Image Blind Denoising with Graph Convolutional Networks.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Maximizing Lifetime of Delay-Tolerant Sensor Networks With a Mobile Sink.
Proceedings of the 9th IEEE/CIC International Conference on Communications in China, 2020

Heterogeneous Domain Generalization Via Domain Mixup.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Unseen Face Presentation Attack Detection with Hypersphere Loss.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Reflection Scene Separation From a Single Image.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Exposing Video Compression History by Detecting Transcoded HEVC Videos from AVC Coding.
Symmetry, 2019

Multi-Label-Based Similarity Learning for Vehicle Re-Identification.
IEEE Access, 2019

Detection of Fake Images Via The Ensemble of Deep Representations from Multi Color Spaces.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Heterogeneous Transfer Learning via Deep Matrix Completion with Adversarial Kernel Embedding.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Unsupervised Domain Adaptation for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2018

Learning Generalized Deep Feature Representation for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2018

Computer Graphics Identification Combining Convolutional and Recurrent Neural Networks.
IEEE Signal Process. Lett., 2018

Domain Generalization With Adversarial Feature Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Memetic algorithm based location and topic aware recommender system.
Knowl. Based Syst., 2017

Image Recapture Detection with Convolutional and Recurrent Neural Networks.
Proceedings of the Media Watermarking, Security, and Forensics 2017, Burlingame, CA, USA, 29 January 2017, 2017

2016
Image Sharpness Assessment by Sparse Representation.
IEEE Trans. Multim., 2016

Multi-objective optimization for long tail recommendation.
Knowl. Based Syst., 2016

Color space identification from single images.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Face spoofing detection with image quality regression.
Proceedings of the Sixth International Conference on Image Processing Theory, 2016

2015
Blurred Image Splicing Localization by Exposing Blur Type Inconsistency.
IEEE Trans. Inf. Forensics Secur., 2015

GridSAR: Grid strength and regularity for robust evaluation of blocking artifacts in JPEG images.
J. Vis. Commun. Image Represent., 2015

2013
A novel low-power filter design via reduced-precision redundancy for voltage overscaling applications.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012
Research on media player based on Android.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012


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