Junwei Yang
9 papers · 2022–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Cross-Pollinator (15)
π
Conference Pioneer
Conferences
ICML (3)
ACL (1)
EMNLP (1)
ICCV (1)
ICLR (1)
MICCAI (1)
NAACL (1)
Top co-authors
Keywords
zero-shot learning
(1)
image generation
(1)
named entity recognition
(1)
heterogeneous information network
(1)
graph embedding
(1)
knowledge graph
(1)
multimodal large language model
(1)
multimodal understanding
(1)
pretrained language model
(1)
text infilling
(1)
benchmark construction
(1)
graph-to-text generation
(1)
vision tokenizer
(1)
self-enhancing alignment
(1)
unified generation
(1)
large language model
(1)
graph neural network
(1)
meta-path generation
(1)
biomedical pathway
(1)
scientific capability evaluation
(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
SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision
ICLR 2025
ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance
ICCV 2025
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
Dynamic Hybrid Unrolled Multi-Scale Network for Accelerated MRI Reconstruction
MICCAI 2024
Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation
NAACL 2022
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks
EMNLP 2022