Chengyue Huang

According to our database, Chengyue Huang authored at least 14 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Mimicking or Reasoning: Rethinking Multi-Modal In-Context Learning in Vision-Language Models.

Chengyue Huang, Yuchen Zhu, Sichen Zhu, Jingyun Xiao, Moises Andrade, Shivang Chopra, Zsolt Kira

CoRR, June, 2025

Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data.

Yahe Yang, Chengyue Huang

CoRR, January, 2025

Time Series Feature Redundancy Paradox: An Empirical Study Based on Mortgage Default Prediction.

Chengyue Huang, Yahe Yang

CoRR, January, 2025

Directional Gradient Projection for Robust Fine-Tuning of Foundation Models.

Chengyue Huang, Junjiao Tian, Brisa Maneechotesuwan, Shivang Chopra, Zsolt Kira

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

A Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data.

Yahe Yang, Chengyue Huang, Cailian Ruan

Proceedings of the 11th International Conference on Computing and Artificial Intelligence, 2025

FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering.

Chengyue Huang, Brisa Maneechotesuwan, Shivang Chopra, Zsolt Kira

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Comprehensive Evaluation of Multimodal AI Models in Medical Imaging Diagnosis: From Data Augmentation to Preference-Based Comparison.

Cailian Ruan, Chengyue Huang, Yahe Yang

CoRR, 2024

Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models.

Junjiao Tian, Chengyue Huang, Zsolt Kira

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance.

Saurabh Srivastava, Chengyue Huang, Weiguo Fan, Ziyu Yao

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Instance Needs More Care: Rewriting Prompts for Instances Yields Better Zero-Shot Performance.

Saurabh Srivastava, Chengyue Huang, Weiguo Fan, Ziyu Yao

CoRR, 2023

2022

NAP: Neural architecture search with pruning.

Yadong Ding, Yu Wu, Chengyue Huang, Siliang Tang, Fei Wu, Yi Yang, Wenwu Zhu, Yueting Zhuang

Neurocomputing, 2022

From Local to Global: Spectral-Inspired Graph Neural Networks.

Ningyuan Huang, Soledad Villar, Carey E. Priebe, Da Zheng, Chengyue Huang, Lin Yang, Vladimir Braverman

CoRR, 2022

Learning to Learn by Jointly Optimizing Neural Architecture and Weights.

Yadong Ding, Yu Wu, Chengyue Huang, Siliang Tang, Yi Yang, Longhui Wei, Yueting Zhuang, Qi Tian

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Adversarial and Implicit Modality Imputation with Applications to Depression Early Detection.

Yuzhou Nie, Chengyue Huang, Hailun Liang, Hongteng Xu

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022