Junwei Yang
9 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
🚀
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(6)
Deep Learning
(4)
Architectures
(4)
Machine Learning
(3)
Natural Language Processing
(2)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Representation
(1)
Keywords
graph neural network
(2)
pre-trained language model
(2)
self-supervised learning
(2)
heterogeneous information network
(1)
positional encoding
(1)
pretraining
(1)
masked language model
(1)
text modeling
(1)
knowledge graph
(1)
multimodal large language model
(1)
position encoding
(1)
graph embedding
(1)
multimodal understanding
(1)
protein language model
(1)
named entity recognition
(1)
molecular representation
(1)
molecular representation learning
(1)
text infilling
(1)
benchmark construction
(1)
image generation
(1)
Papers
SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
ACL 2026
ExLM: Rethinking the Impact of $\texttt[MASK]$ Tokens in Masked Language Models
ICML 2025
ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance
ICCV 2025
SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision
ICLR 2025
Dynamic Hybrid Unrolled Multi-Scale Network for Accelerated MRI Reconstruction
MICCAI 2024
ESM All-Atom: Multi-Scale Protein Language Model for Unified Molecular Modeling
ICML 2024
Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective
ICML 2024
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks
EMNLP 2022
Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation
NAACL 2022