Weicheng Xie

Affiliations:
  • Shenzhen University, Key Laboratory of Spatial Smart Sensing and Services, China
  • University of Nottingham, School of Computer Science, UK
  • Wuhan University, School of Mathematics and Statistics, China (PhD 2013)


According to our database1, Weicheng Xie authored at least 79 papers between 2011 and 2026.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2026
Variable-length time series classification: Benchmarking, analysis and effective spectral pooling strategy.
Inf. Fusion, 2026

2025
ReactFace: Online Multiple Appropriate Facial Reaction Generation in Dyadic Interactions.
IEEE Trans. Vis. Comput. Graph., September, 2025

Oral Imaging for Malocclusion Issues Assessments: OMNI Dataset, Deep Learning Baselines and Benchmarking.
CoRR, May, 2025

Denoising and Alignment: Rethinking Domain Generalization for Multimodal Face Anti-Spoofing.
CoRR, May, 2025

PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing.
CoRR, May, 2025

SPF-Portrait: Towards Pure Portrait Customization with Semantic Pollution-Free Fine-tuning.
CoRR, April, 2025

Benchmarking Graph Representations and Graph Neural Networks for Multivariate Time Series Classification.
CoRR, January, 2025

SymGraphAU: Prior knowledge based symbolic graph for action unit recognition.
Pattern Recognit., 2025

Self-inferring incomplete multi-view clustering.
IET Comput. Vis., 2025

Towards Robust Training via Gradient-Diversified Backpropagation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Big-Moe: Bypassing Isolated Gating For Generalized Multimodal Face Anti-Spoofing.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

DEGSTalk: Decomposed Per-Embedding Gaussian Fields for Hair-Preserving Talking Face Synthesis.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition.
IEEE Trans. Image Process., 2024

Generative Imperceptible Attack With Feature Learning Bias Reduction and Multi-Scale Variance Regularization.
IEEE Trans. Inf. Forensics Secur., 2024

Network characteristics adaption and hierarchical feature exploration for robust object recognition.
Pattern Recognit., 2024

BIG-MoE: Bypass Isolated Gating MoE for Generalized Multimodal Face Anti-Spoofing.
CoRR, 2024

SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data.
CoRR, 2024

SFDA-rPPG: Source-Free Domain Adaptive Remote Physiological Measurement with Spatio-Temporal Consistency.
CoRR, 2024

TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Model.
CoRR, 2024

EMO-LLaMA: Enhancing Facial Emotion Understanding with Instruction Tuning.
CoRR, 2024

Towards Combating Frequency Simplicity-biased Learning for Domain Generalization.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

PerFRDiff: Personalised Weight Editing for Multiple Appropriate Facial Reaction Generation.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

CLIP-Guided Bidirectional Prompt and Semantic Supervision for Dynamic Facial Expression Recognition.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

MERG: Multi-Dimensional Edge Representation Generation Layer for Graph Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2024

Circular Decomposition and Cross-Modal Recombination for Multimodal Sentiment Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2024

Scale-Free And Task-Generic Attack: Generating Photo-Realistic Adversarial Patterns With Patch Quilting Generator.
Proceedings of the IEEE International Conference on Acoustics, 2024

Expression-Aware Masking and Progressive Decoupling for Cross-Database Facial Expression Recognition.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

AUFormer: Vision Transformers Are Parameter-Efficient Facial Action Unit Detectors.
Proceedings of the Computer Vision - ECCV 2024, 2024

MTaDCS: Moving Trace and Feature Density-Based Confidence Sample Selection Under Label Noise.
Proceedings of the Computer Vision - ECCV 2024, 2024

Multi-Scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Consistency Preservation and Feature Entropy Regularization for GAN Based Face Editing.
IEEE Trans. Multim., 2023

MRecGen: Multimodal Appropriate Reaction Generator.
CoRR, 2023

ReactFace: Multiple Appropriate Facial Reaction Generation in Dyadic Interactions.
CoRR, 2023

Spatio-Temporal AU Relational Graph Representation Learning For Facial Action Units Detection.
CoRR, 2023

Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Multi Task-Based Facial Expression Synthesis with Supervision Learning and Feature Disentanglement of Image Style.
Proceedings of the IEEE International Conference on Image Processing, 2023

Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Spatial-Temporal Graph-Based AU Relationship Learning for Facial Action Unit Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Triplet Loss With Multistage Outlier Suppression and Class-Pair Margins for Facial Expression Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2022

GRATIS: Deep Learning Graph Representation with Task-specific Topology and Multi-dimensional Edge Features.
CoRR, 2022

Scale-free Photo-realistic Adversarial Pattern Attack.
CoRR, 2022

Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Scene Consistency Representation Learning for Video Scene Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Augmented Feature Representation with Parallel Convolution for Cross-domain Facial Expression Recognition.
Proceedings of the Biometric Recognition - 16th Chinese Conference, 2022

2021
Adaptive Weighting of Handcrafted Feature Losses for Facial Expression Recognition.
IEEE Trans. Cybern., 2021

Surrogate network-based sparseness hyper-parameter optimization for deep expression recognition.
Pattern Recognit., 2021

MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures.
CoRR, 2021

Group-wise Inhibition based Feature Regularization for Robust Classification.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Imperceptible adversarial attack with entropy feature and segmentation-based constraint.
Proceedings of the ICCPR '21: 10th International Conference on Computing and Pattern Recognition, Shanghai, China, October 15, 2021

2020
Group-wise Feature Orthogonalization and Suppression for GAN based Facial Attribute Translation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Feature map masking based single-stage face detection.
Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

Geometry Constrained Weakly Supervised Object Localization.
Proceedings of the Computer Vision - ECCV 2020, 2020

Group-Wise Dynamic Dropout Based on Latent Semantic Variations.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Sparse deep feature learning for facial expression recognition.
Pattern Recognit., 2019

Adversarial Feature Distillation for Facial Expression Recognition.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Outlier-Suppressed Triplet Loss with Adaptive Class-Aware Margins for Facial Expression Recognition.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Disentangled Feature Based Adversarial Learning for Facial Expression Recognition.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Clustering-Based Adaptive Dropout for CNN-Based Classification.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

2018
Robust, discriminative and comprehensive dictionary learning for face recognition.
Pattern Recognit., 2018

Facial expression synthesis with direction field preservation based mesh deformation and lighting fitting based wrinkle mapping.
Multim. Tools Appl., 2018

Open snake model based on global guidance field for embryo vessel location.
IET Comput. Vis., 2018

OCT Segmentation: Integrating Open Parametric Contour Model of the Retinal Layers and Shape Constraint to the Mumford-Shah Functional.
Proceedings of the Shape in Medical Imaging, 2018

Hand-Crafted Feature Guided Deep Learning for Facial Expression Recognition.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

2017
A Novel Transient Wrinkle Detection Algorithm and Its Application for Expression Synthesis.
IEEE Trans. Multim., 2017

Active AU Based Patch Weighting for Facial Expression Recognition.
Sensors, 2017

Fusing 3D Gabor and Block-Wise Spatial Features for Hyperspectral Palmprint Recognition.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

2016
Sample Diversity, Discriminative and Comprehensive Dictionary Learning for Face Recognition.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

2015
A binary differential evolution algorithm learning from explored solutions.
Neurocomputing, 2015

2013
How can surrogates influence the convergence of evolutionary algorithms?
Swarm Evol. Comput., 2013

Diversity-maintained differential evolution embedded with gradient-based local search.
Soft Comput., 2013

A triangulation-based hole patching method using differential evolution.
Comput. Aided Des., 2013

2012
Iteration and optimization scheme for the reconstruction of 3D surfaces based on non-uniform rational B-splines.
Comput. Aided Des., 2012

2011
Convergence of multi-objective evolutionary algorithms to a uniformly distributed representation of the Pareto front.
Inf. Sci., 2011


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