Yihe Deng
11 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π Grand Slam
π§
Keyword Pioneer
π
Triple Crown
ποΈ
Keyword Collector
(55)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(7)
Core AI
(6)
Deep Learning
(5)
Optimization & Theory
(5)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Natural Language Processing
(3)
Core Methods
(3)
Applications
(2)
Learning Paradigms
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Generation
(1)
Keywords
large language model
(3)
vision-language model
(2)
zero-shot learning
(2)
text classification
(2)
neural network
(2)
adversarial training
(2)
visual question answering
(1)
gradient descent
(1)
contrastive learning
(1)
instruction tuning
(1)
adversarial attack
(1)
cluster structure
(1)
linear regression
(1)
self-play
(1)
transfer learning
(1)
knowledge graph
(1)
semantic similarity
(1)
visual reasoning
(1)
robust learning
(1)
excess risk bound
(1)
Papers
Mitigating Object Hallucination in Large Vision-Language Models via Image-Grounded Guidance
ICML 2025
On the Power of Multitask Representation Learning with Gradient Descent
AISTATS 2025
Enhancing Large Vision Language Models with Self-Training on Image Comprehension
NeurIPS 2024
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
NeurIPS 2024
Risk Bounds of Accelerated SGD for Overparameterized Linear Regression
ICLR 2024
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
ICML 2024
Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP
ICLR 2024
Robust Learning with Progressive Data Expansion Against Spurious Correlation
NeurIPS 2023
Towards Understanding the Mixture-of-Experts Layer in Deep Learning
NeurIPS 2022
Adversarial Training with Fast Gradient Projection Method against Synonym Substitution Based Text Attacks
AAAI 2021
Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency
ACL 2019