Dylan Zhang
5 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Core AI · Artificial Intelligence
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Keywords
large language model
(3)
multimodal learning
(1)
emotion recognition
(1)
instruction tuning
(1)
bilevel optimization
(1)
language model
(1)
synthetic data
(1)
data selection
(1)
vision-language model
(1)
instruction fine-tuning
(1)
visual prompting
(1)
first-order optimization
(1)
facial expression
(1)
data reweighting
(1)
data scarcity
(1)
influence score
(1)
instruction generalization
(1)
data diversification
(1)
math reasoning
(1)
unseen semantics
(1)
Papers
Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity
ACL 2025
Diversification Catalyzes Language Models’ Instruction Generalization To Unseen Semantics
ACL 2025
Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities
EMNLP 2025
ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting
ACL 2025
Visual Prompting in LLMs for Enhancing Emotion Recognition
EMNLP 2024