Zequn Liu
8 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
ACL (3)
EMNLP (2)
ICLR (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
graph neural network
(2)
zero-shot learning
(2)
graph representation learning
(1)
dialogue generation
(1)
named entity recognition
(1)
text generation
(1)
heterogeneous information network
(1)
graph embedding
(1)
knowledge graph
(1)
language model
(1)
molecular generation
(1)
molecular property prediction
(1)
directed acyclic graph
(1)
pretrained language model
(1)
text infilling
(1)
generative pre-training
(1)
biomedical nlp
(1)
definition generation
(1)
model customization
(1)
benchmark construction
(1)
Papers
SciCustom: A Framework for Custom Evaluation of Scientific Capabilities in Large Language Models
ACL 2026
SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision
ICLR 2025
ExLM: Rethinking the Impact of $\texttt[MASK]$ Tokens in Masked Language Models
ICML 2025
MolXPT: Wrapping Molecules with Text for Generative Pre-training
ACL 2023
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks
EMNLP 2022
Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation
NAACL 2022
Graphine: A Dataset for Graph-aware Terminology Definition Generation
EMNLP 2021
Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks
ACL 2020