Dylan Zhang
5 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (3)
EMNLP (2)
Top co-authors
Keywords
large language model
(3)
multimodal learning
(1)
emotion recognition
(1)
instruction tuning
(1)
bilevel optimization
(1)
language model
(1)
synthetic datum
(1)
vision language model
(1)
data selection
(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
ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting
ACL 2025
Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity
ACL 2025
Diversification Catalyzes Language Modelsβ Instruction Generalization To Unseen Semantics
ACL 2025
Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities
EMNLP 2025
Visual Prompting in LLMs for Enhancing Emotion Recognition
EMNLP 2024