Chengyue Huang
University of Iowa(US)Georgia Institute of Technology(US)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Neural Network Applications, Machine Learning and Data Classification, Machine Learning in Healthcare
Most-Cited Works
- → NAP: Neural architecture search with pruning(2022)32 cited
- → Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance(2023)21 cited
- → Comprehensive Evaluation of Multimodal AI Models in Medical Imaging Diagnosis: From Data Augmentation to Preference-Based Comparison(2024)8 cited
- → Learning to Learn by Jointly Optimizing Neural Architecture and Weights(2022)8 cited
- → From Local to Global: Spectral-Inspired Graph Neural Networks(2022)5 cited
- → A Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data(2025)2 cited
- → FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering(2025)1 cited
- Differentiable Graph Optimization for Neural Architecture Search(2021)