Zequn Liu
8 papers · 2020–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(5)
Deep Learning
(4)
Natural Language Processing
(3)
Architectures
(3)
Generation
(3)
Machine Learning
(2)
Learning Paradigms
(2)
Models
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
zero-shot learning
(2)
graph neural network
(2)
pre-trained language model
(2)
self-supervised learning
(2)
knowledge graph
(1)
text generation
(1)
named entity recognition
(1)
graph embedding
(1)
dialogue generation
(1)
text modeling
(1)
heterogeneous information network
(1)
language model
(1)
molecular generation
(1)
molecular property prediction
(1)
molecular representation
(1)
masked language model
(1)
directed acyclic graph
(1)
text infilling
(1)
generative pre-training
(1)
graph representation learning
(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
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