Yihe Deng
11 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🏆
Grand Slam
👑
Triple Crown
⚡
Prolific Year
(5)
📈
Trend Setter
🔥
Unstoppable
(5)
💎
Century Club
(11)
Conferences
NIPS (4)
ICLR (2)
ICML (2)
AAAI (1)
ACL (1)
AISTATS (1)
Top co-authors
Keywords
vision language model
(2)
large language model
(2)
neural network
(2)
adversarial training
(2)
text classification
(2)
instruction tuning
(1)
cluster structure
(1)
robust learning
(1)
semantic similarity
(1)
knowledge graph
(1)
adversarial attack
(1)
greedy algorithm
(1)
spurious correlation
(1)
multimodal reasoning
(1)
graph integration
(1)
worst-group accuracy
(1)
gradient-based attack
(1)
word substitution
(1)
synonym substitution
(1)
image comprehension
(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
NIPS 2024
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
ICML 2024
Risk Bounds of Accelerated SGD for Overparameterized Linear Regression
ICLR 2024
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration
NIPS 2024
Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP
ICLR 2024
Robust Learning with Progressive Data Expansion Against Spurious Correlation
NIPS 2023
Towards Understanding the Mixture-of-Experts Layer in Deep Learning
NIPS 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