Wenbing Huang

Chongqing University — China

Computer Science · Physical Sciences

39h-index8.5kcitations216works4.32yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Graph Neural Networks(44), Advanced Neural Network Applications(22), Domain Adaptation and Few-Shot Learning(20), Multimodal Machine Learning Applications(19), Machine Learning in Materials Science(19)

Publications215 total

From Macro to Micro: Benchmarking Microscopic Spatial Intelligence on Molecules via Vision-Language Models
arXiv (Cornell University)·2025Open Access
Author Correction: Peptide design through binding interface mimicry with PepMimic
Nature Biomedical Engineering·2025Open Access
Universally Invariant Learning in Equivariant GNNs
arXiv (Cornell University)·2025Open Access
Latent Retrieval Augmented Generation of Cross-Domain Protein Binders
arXiv (Cornell University)·2025Open Access
Peptide design through binding interface mimicry with PepMimic
Nature Biomedical Engineering·2025· 10 cited
Geometric graph learning for drug design
Elsevier eBooks·2025
Powder diffraction crystal structure determination using generative models
Nature Communications·2025· 4 citedOpen Access
Adaptive Periodic Detection Blind Deconvolution for Bearing Intelligent Fault Detection
2025
An Adaptive Envelope Orthogonal Sparsity Matching Method for Rolling Bearing Transient Feature Enhancement
IEEE Sensors Journal·2025
Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints
arXiv (Cornell University)·2025Open Access
A Lightweight Subtraction-Convolution Network via Adaptive Sparse Feature Extraction for Interpretable Intelligent Edge Diagnosis
IEEE Sensors Journal·2025
SE(3)-equivariant ternary complex prediction towards target protein degradation
Nature Communications·2025· 14 citedOpen Access
A Concise Survey on Lane Topology Reasoning for HD Mapping
2025
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning
arXiv (Cornell University)·2025Open Access
A survey of geometric graph neural networks: data structures, models and applications
Frontiers of Computer Science·2025· 24 citedOpen Access
STAR-R1: Spatial TrAnsformation Reasoning by Reinforcing Multimodal LLMs
arXiv (Cornell University)·2025Open Access
UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules
arXiv (Cornell University)·2025Open Access
HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multi-task Learning
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
Annotation-guided Protein Design with Multi-Level Domain Alignment
2025· 2 cited
A Concise Survey on Lane Topology Reasoning for HD Mapping
arXiv (Cornell University)·2025Open Access
page 1 of 11Next →

Frequent Co-authors

Junzhou Huang(23), Yu Rong(20), Tingyang Xu(15), Fuchun Sun(14), Chuang Gan(12), Runhao Zeng(6), Mingkui Tan(6), Huaping Liu(6), Peilin Zhao(5), Bin Fang(5), Yatao Bian(4), Boqing Gong(4), Lijie Fan(4), Yikai Wang(4), Lele Cao(4), Weiyang Xie(3), Peihao Chen(3), Feiran Huang(3), Zhen Peng(2), Minnan Luo(2)