Zhengming Ding

Tulane University — United States

Computer Science · Physical Sciences

50h-index9.0kcitations256works2.62yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(112), Multimodal Machine Learning Applications(63), Face and Expression Recognition(35), Video Surveillance and Tracking Methods(34), Machine Learning and ELM(30)

Publications256 total

VLMs Guided Interpretable Decision Making for Autonomous Driving
arXiv (Cornell University)·2025Open Access
Diffusion Guided Adversarial State Perturbations in Reinforcement Learning
arXiv (Cornell University)·2025Open Access
DSPF: Dual-Stage Preservation and Fusion for Source-Free Domain Adaptive Point Cloud Completion
2025
eSkinHealth: A Multimodal Dataset for Neglected Tropical Skin Diseases
2025Open Access
TCR-EML: Explainable Model Layers for TCR-pMHC Prediction
arXiv (Cornell University)·2025Open Access
Rational Multi-Modal Transformers for TCR-pMHC Prediction.
PubMed·2025
A Simple yet Effective Hypergraph Clustering Network
2025
Enhanced Unsupervised Discriminant Dimensionality Reduction for Nonlinear Data
2025
Quantifying Cross-Attention Interaction in Transformers for Interpreting TCR-pMHC Binding
arXiv (Cornell University)·2025Open Access
Doctor Approved: Generating Medically Accurate Skin Disease Images through AI-Expert Feedback
arXiv (Cornell University)·2025Open Access
Exploiting Aggregation and Segregation of Representations for Domain Adaptive Human Pose Estimation
2025· 2 cited
Supportive Negatives Spectral Augmentation for Source-Free Cross-Domain Segmentation
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Interpretable Novel Target Discovery through Open-Set Domain Adaptation
ACM Transactions on Multimedia Computing Communications and Applications·2025Open Access
IPNet: Interpretable Prototype Network for Multi-Source Domain Adaptation
2025
Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM
2025
From Majority to Minority: A Diffusion-Based Augmentation for Underrepresented Groups in Skin Lesion Analysis
Lecture notes in computer science·2025· 1 cited
Deep Label Propagation With Nuclear Norm Maximization for Visual Domain Adaptation
IEEE Transactions on Image Processing·2025· 3 cited
Exploiting Aggregation and Segregation of Representations for Domain Adaptive Human Pose Estimation
arXiv (Cornell University)·2024Open Access
A Unified Framework for Hierarchical Pedestrian Behavior Generation in Urban Scenario
Lecture notes in computer science·2024· 1 cited
DEITalk: Speech-Driven 3D Facial Animation with Dynamic Emotional Intensity Modeling
2024· 5 cited
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Frequent Co-authors

Yun Fu(28), Ming Shao(8), Ke Lü(6), Zhiqiang Tao(6), Jingjing Li(5), Lei Zhu(5), Shuang Li(5), Hongfu Liu(5), Gao Huang(4), Handong Zhao(3), Chi Harold Liu(3), Limin Su(3), Sheng Li(3), Binhui Xie(3), Matías Mendieta(2), Taojiannan Yang(2), Chen Chen(2), Zi Huang(2), Erpeng Chen(2), Heng Tao Shen(2)