Yunhui Jang
8 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(16)
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Triple Crown
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Architectures
(3)
Models
(3)
Core Methods
(2)
Optimization & Theory
(2)
Computer Science
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Application Areas
(1)
Foundations
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Keywords
large language model
(4)
molecular structure
(2)
policy optimization
(1)
autoregressive generation
(1)
graph generation
(1)
regression
(1)
reward function
(1)
domain knowledge
(1)
molecular graph
(1)
tool use
(1)
generative flow network
(1)
molecular generation
(1)
molecular representation
(1)
subgraph matching
(1)
confidence estimation
(1)
molecular graph generation
(1)
multi-layer perceptron
(1)
adjacency matrix
(1)
reasoning path
(1)
smiles representation
(1)
Papers
Improving Chemical Understanding of LLMs via SMILES Parsing
EMNLP 2025
MT-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization
EMNLP 2025
Self-Training Large Language Models with Confident Reasoning
EMNLP 2025
Structural Reasoning Improves Molecular Understanding of LLM
ACL 2025
A Simple and Scalable Representation for Graph Generation
ICLR 2024
Graph Generation with K^2-trees
ICLR 2024
Hybrid Neural Representations for Spherical Data
ICML 2024
Pessimistic Backward Policy for GFlowNets
NeurIPS 2024