Chengyue Huang

19 papers A* 4Journal 12Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	The Geometry of Robustness: Optimizing Loss Landscape Curvature and Feature Manifold Alignment for Robust Finetuning of Vision-Language Models. CoRR Shivang Chopra, Shaunak Halbe, Chengyue Huang, Brisa Maneechotesuwan, Zsolt Kira
2025	—	`conf`	A Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data. ICCAI Yahe Yang, Chengyue Huang, Cailian Ruan
2025	A*	`conf`	Directional Gradient Projection for Robust Fine-Tuning of Foundation Models. ICLR Chengyue Huang, Junjiao Tian, Brisa Maneechotesuwan, Shivang Chopra, Zsolt Kira
2025	J	`jnl`	Directional Gradient Projection for Robust Fine-Tuning of Foundation Models. CoRR Chengyue Huang, Junjiao Tian, Brisa Maneechotesuwan, Shivang Chopra, Zsolt Kira
2025	A*	`conf`	FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering. CVPR Chengyue Huang, Brisa Maneechotesuwan, Shivang Chopra, Zsolt Kira
2025	J	`jnl`	FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering. CoRR Chengyue Huang, Brisa Maneechotesuwan, Shivang Chopra, Zsolt Kira
2025	J	`jnl`	MAPS: Preserving Vision-Language Representations via Module-Wise Proximity Scheduling for Better Vision-Language-Action Generalization. CoRR Chengyue Huang, Mellon M. Zhang, Robert Azarcon, Glen Chou, Zsolt Kira
2025	J	`jnl`	Mimicking or Reasoning: Rethinking Multi-Modal In-Context Learning in Vision-Language Models. CoRR Chengyue Huang, Yuchen Zhu, Sichen Zhu, Jingyun Xiao, Moises Andrade, Shivang Chopra, Zsolt Kira
2025	J	`jnl`	Time Series Feature Redundancy Paradox: An Empirical Study Based on Mortgage Default Prediction. CoRR Chengyue Huang, Yahe Yang
2025	J	`jnl`	Tree-based RAG-Agent Recommendation System: A Case Study in Medical Test Data. CoRR Yahe Yang, Chengyue Huang
2024	J	`jnl`	Comprehensive Evaluation of Multimodal AI Models in Medical Imaging Diagnosis: From Data Augmentation to Preference-Based Comparison. CoRR Cailian Ruan, Chengyue Huang, Yahe Yang
2024	—	`conf`	Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance. ACL (Findings) Saurabh Srivastava, Chengyue Huang, Weiguo Fan, Ziyu Yao
2024	A*	`conf`	Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models. NeurIPS Junjiao Tian, Chengyue Huang, Zsolt Kira
2024	J	`jnl`	Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models. CoRR Junjiao Tian, Chengyue Huang, Zsolt Kira
2023	J	`jnl`	Instance Needs More Care: Rewriting Prompts for Instances Yields Better Zero-Shot Performance. CoRR Saurabh Srivastava, Chengyue Huang, Weiguo Fan, Ziyu Yao
2022	—	`conf`	Adversarial and Implicit Modality Imputation with Applications to Depression Early Detection. CICAI (2) Yuzhou Nie, Chengyue Huang, Hailun Liang, Hongteng Xu
2022	J	`jnl`	From Local to Global: Spectral-Inspired Graph Neural Networks. CoRR Ningyuan Huang, Soledad Villar, Carey E. Priebe, Da Zheng, Chengyue Huang, Lin Yang, Vladimir Braverman
2022	A*	`conf`	Learning to Learn by Jointly Optimizing Neural Architecture and Weights. CVPR Yadong Ding, Yu Wu, Chengyue Huang, Siliang Tang, Yi Yang, Longhui Wei, Yueting Zhuang, Qi Tian
2022	J	`jnl`	NAP: Neural architecture search with pruning. Neurocomputing Yadong Ding, Yu Wu, Chengyue Huang, Siliang Tang, Fei Wu, Yi Yang, Wenwu Zhu, Yueting Zhuang