Chengyue Huang
5 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
CVPR (2)
ACL (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
zero-shot learning
(1)
adversarial robustness
(1)
few-shot learning
(1)
visual question answering
(1)
prompt engineering
(1)
text generation
(1)
multi-modal learning
(1)
neural architecture search
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
instruction tuning
(1)
distribution shift
(1)
parameter regularization
(1)
foundation model
(1)
weight decay
(1)
model generalization
(1)
model performance
(1)
gradient-based meta-learning
(1)
parameter efficient tuning
(1)
large language model
(1)
Papers
FRAMES-VQA: Benchmarking Fine-Tuning Robustness across Multi-Modal Shifts in Visual Question Answering
CVPR 2025
Directional Gradient Projection for Robust Fine-Tuning of Foundation Models
ICLR 2025
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models
NIPS 2024
Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance
ACL 2024
Learning To Learn by Jointly Optimizing Neural Architecture and Weights
CVPR 2022