Meng Pang

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2025
A Multimodal In Vitro Diagnostic Method for Parkinson's Disease Combining Facial Expressions and Behavioral Gait Data.
CoRR, June, 2025

Heterogeneous Prototype Learning From Contaminated Faces Across Domains via Disentangling Latent Factors.
IEEE Trans. Neural Networks Learn. Syst., April, 2025

You Are Your Own Best Teacher: Achieving Centralized-level Performance in Federated Learning under Heterogeneous and Long-tailed Data.
CoRR, March, 2025

A Unified Multi-Domain Face Normalization Framework for Cross-Domain Prototype Learning and Heterogeneous Face Recognition.
IEEE Trans. Inf. Forensics Secur., 2025

Provably Robust Explainable Graph Neural Networks against Graph Perturbation Attacks.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Breaking Data Silos in Parkinson's Disease Diagnosis: An Adaptive Federated Learning Approach for Privacy-Preserving Facial Expression Analysis.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs - a Graph Sequential Embedding Method.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Auto Diagnosis of Parkinson's Disease Via a Deep Learning Model Based on Mixed Emotional Facial Expressions.
IEEE J. Biomed. Health Informatics, May, 2024

Research on General-Purpose Brain-Inspired Computing Systems.
J. Comput. Sci. Technol., March, 2024

Federated Learning With Heterogeneous Quantization Bit Allocation and Aggregation for Internet of Things.
IEEE Internet Things J., January, 2024

A Local Shape Descriptor Designed for Registration of Terrestrial Point Clouds.
IEEE Trans. Geosci. Remote. Sens., 2024

Recovering a clean background: A parallel deep network architecture for single-image deraining.
Pattern Recognit. Lett., 2024

Understanding Data Reconstruction Leakage in Federated Learning from a Theoretical Perspective.
CoRR, 2024

A Learning-Based Attack Framework to Break SOTA Poisoning Defenses in Federated Learning.
CoRR, 2024

Credit risk prediction based on an interpretable three-way decision method: Evidence from Chinese SMEs.
Appl. Soft Comput., 2024

Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

A Row Decomposition-based Approach for Sparse Matrix Multiplication on GPUs.
Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024

Graph Neural Network Explanations are Fragile.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Reconstructing Prototype From Contaminated Face With Variations Across Heterogeneous Domains.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Development of a Bistable Multi-joint Modular Gripper with Enhanced Adaptability and Speed.
Proceedings of the Intelligent Robotics and Applications - 17th International Conference, 2024

Early Diagnosing Parkinson's Disease Via a Deep Learning Model Based on Augmented Facial Expression Data.
Proceedings of the IEEE International Conference on Acoustics, 2024

Consistency-GAN: Training GANs with Consistency Model.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
ENLARGE: An Efficient SNN Simulation Framework on GPU Clusters.
IEEE Trans. Parallel Distributed Syst., September, 2023

DisP+V: A Unified Framework for Disentangling Prototype and Variation From Single Sample per Person.
IEEE Trans. Neural Networks Learn. Syst., February, 2023

Facial Expression Guided Diagnosis of Parkinson's Disease via High-Quality Data Augmentation.
IEEE Trans. Multim., 2023

Prototype Correction via Contrastive Augmentation for Few-Shot Unconstrained Palmprint Recognition.
IEEE Trans. Inf. Forensics Secur., 2023

A Distinctive Binary Descriptor and Two-Point RANSACWC for Point Cloud Registration.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Learning bayesian multinets from labeled and unlabeled data for knowledge representation.
Intell. Data Anal., 2023

FABLE: A Development and Computing Framework for Brain-inspired Learning Algorithms.
Proceedings of the International Joint Conference on Neural Networks, 2023

Turning Strengths into Weaknesses: A Certified Robustness Inspired Attack Framework against Graph Neural Networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
A Unified Framework for Bidirectional Prototype Learning From Contaminated Faces Across Heterogeneous Domains.
IEEE Trans. Inf. Forensics Secur., 2022

Alleviating the attribute conditional independence and I.I.D. assumptions of averaged one-dependence estimator by double weighting.
Knowl. Based Syst., 2022

Learning causal Bayesian networks based on causality analysis for classification.
Eng. Appl. Artif. Intell., 2022

Stochastic optimization for bayesian network classifiers.
Appl. Intell., 2022

GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs.
Proceedings of the IEEE International Conference on Data Mining, 2022

Cross-domain Prototype Learning from Contaminated Faces via Disentangling Latent Factors.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Iterative Dynamic Generic Learning for Face Recognition From a Contaminated Single-Sample Per Person.
IEEE Trans. Neural Networks Learn. Syst., 2021

VD-GAN: A Unified Framework for Joint Prototype and Representation Learning From Contaminated Single Sample per Person.
IEEE Trans. Inf. Forensics Secur., 2021

Disentangling Prototype and Variation for Single Sample Face Recognition.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020
Synergistic Generic Learning for Face Recognition From a Contaminated Single Sample per Person.
IEEE Trans. Inf. Forensics Secur., 2020

Evasion Attacks to Graph Neural Networks via Influence Function.
CoRR, 2020

Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs.
CoRR, 2020

Feature selection may improve deep neural networks for the bioinformatics problems.
Bioinform., 2020

Iterative Dynamic Generic Learning For Single Sample Face Recognition With A Contaminated Gallery.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

2019
Toward Efficient Image Representation: Sparse Concept Discriminant Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol., 2019

Robust heterogeneous discriminative analysis for face recognition with single sample per person.
Pattern Recognit., 2019

2017
Discriminant Manifold Learning via Sparse Coding for Robust Feature Extraction.
IEEE Access, 2017

Robust Heterogeneous Discriminative Analysis for Single Sample Per Person Face Recognition.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Discriminant Manifold Learning via Sparse Coding for Image Analysis.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

2015
Sparse concept discriminant matrix factorization for image representation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Programmable generation and storage of soliton sequences in fibre laser cavity locked to gigahertz core resonance in PCF.
Proceedings of the European Conference on Optical Communication, 2015

2013
Graph regularized non-negative matrix factorization with sparse coding.
Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013


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