Wenjie Xu
9 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π Interdisciplinary Bridge π Conference Polyglot (6) π§ Keyword Pioneer π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(24)
β‘
Prolific Year
(5)
Conferences
ACL (3)
ICML (2)
COLING (1)
EMNLP (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
temporal knowledge graph
(3)
knowledge graph
(3)
contrastive learning
(2)
bayesian optimization
(2)
data augmentation
(1)
temporal reasoning
(1)
few-shot learning
(1)
prompt-based learning
(1)
natural language inference
(1)
explainable ai
(1)
prompt learning
(1)
graph structure
(1)
constrained optimization
(1)
knowledge graph reasoning
(1)
global optimization
(1)
prompt engineering
(1)
gaussian process
(1)
generative framework
(1)
semantic matching
(1)
relation extraction
(1)
Papers
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework
ACL 2025
Fine-tuning Language Models for Triple Extraction with Data Augmentation
ACL 2024
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning
NAACL 2024
A Streamlined Span-based Factorization Method for Few Shot Named Entity Recognition
COLING 2024
Principled Preferential Bayesian Optimization
ICML 2024
Principled Bayesian Optimization in Collaboration with Human Experts
NIPS 2024
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion
ACL 2023
Constrained Efficient Global Optimization of Expensive Black-box Functions
ICML 2023
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
EMNLP 2022