Weiran Huang

Shanghai Jiao Tong University — China

Computer Science · Physical Sciences

16h-index1.4kcitations81works3.02yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(18), Multimodal Machine Learning Applications(12), Complex Network Analysis Techniques(8), Computational Drug Discovery Methods(7), Machine Learning and Data Classification(7)

Publications81 total

MM‐LIMA: Less Is More for Alignment in Multi‐Modal Datasets
Artificial Intelligence for Engineering·2025Open Access
A Nomogram for Predicting Postoperative Anastomotic Leakage in Esophageal Cancer Patients After Esophagectomy: Development and Validation
2025Open Access
SageTCR: a structure-based model integrating residue- and atom-level representations for enhanced TCR-pMHC binding prediction
Briefings in Bioinformatics·2025· 1 citedOpen Access
EFRame: Deeper Reasoning via Exploration-Filter-Replay Reinforcement Learning Framework
arXiv (Cornell University)·2025Open Access
Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization
arXiv (Cornell University)·2025Open Access
Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start
arXiv (Cornell University)·2025Open Access
A Quantitative Ring Complexity Index for Profiling Ring Topology and Chemical Diversity
2025
QRCI: Quantitative Ring Complexity Index for Evaluating Molecular Structure and Chemical Diversity
2025Open Access
Enhanced Continual Learning of Vision-Language Models with Model Fusion
arXiv (Cornell University)·2025Open Access
Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models?
arXiv (Cornell University)·2025Open Access
RhythmFormer: Extracting patterned rPPG signals based on periodic sparse attention
Pattern Recognition·2025· 16 cited
Application of Artificial Intelligence and Computational Biology in Protein Drug Development
Pharmaceutical Fronts·2025· 1 citedOpen Access
AutoEval-Video: An Automatic Benchmark for Assessing Large Vision Language Models in Open-Ended Video Question Answering
Lecture notes in computer science·2024· 6 cited
AtomThink: Multimodal Slow Thinking with Atomic Step Reasoning
arXiv (Cornell University)·2024Open Access
SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models
arXiv (Cornell University)·2024Open Access
CrystalX: Ultra-Precision Crystal Structure Resolution and Error Correction Using Deep Learning
arXiv (Cornell University)·2024Open Access
ATLAS: Adapter-Based Multi-Modal Continual Learning with a Two-Stage Learning Strategy
arXiv (Cornell University)·2024Open Access
CrystalX: High-accuracy Crystal Structure Analysis Using Deep Learning
2024Open Access
Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Training
arXiv (Cornell University)·2024Open Access
Tree-based ensemble machine learning models in the prediction of acute respiratory distress syndrome following cardiac surgery: a multicenter cohort study
Journal of Translational Medicine·2024· 11 citedOpen Access
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Frequent Co-authors

Wei Chen(8), Zhenguo Li(6), Zhengwei Xie(5), Weikaixin Kong(5), Zhuo Huang(5), Aoxue Li(4), Liwei Wang(4), Lichao Sun(4), Philip S. Yu(3), Hanwen Liang(2), Jiacheng Sun(2), Lan Xu(2), Jiashi Feng(2), Tiange Luo(2), Tao Xiang(2), Jungseul Ok(2), Liang Li(2), Xuyang Zhao(2), Bochao Zou(2), Miaomiao Gao(2)