Wenlong Deng
7 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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The Questioner
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Conference Pioneer
Venues
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Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
data valuation
(2)
prompt optimization
(2)
large language model
(2)
federated learning
(2)
text-to-image generation
(1)
model merging
(1)
generative model
(1)
image quality assessment
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
vision-language model
(1)
weight pruning
(1)
visual prompt tuning
(1)
training data
(1)
dueling bandit
(1)
personalized learning
(1)
similarity matching
(1)
fine-tuned model
(1)
forward pass
(1)
textual gradient
(1)
Papers
Automatic Prompt Engineering for Scalable Prompt Inversion in Text-to-Image Ad Generation
ACL 2026
For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs
ACL 2026
Can Textual Gradient Work in Federated Learning?
ICLR 2025
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models
ICLR 2025
GMValuator: Similarity-based Data Valuation for Generative Models
ICLR 2025
Debiased Noise Editing on Foundation Models for Fair Medical Image Classification
MICCAI 2024
Unlocking the Potential of Prompt-Tuning in Bridging Generalized and Personalized Federated Learning
CVPR 2024