Wenjie Xu
9 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(26)
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Prolific Year · Productive
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Keyword Collector
(51)
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Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Natural Language Processing
(4)
Optimization & Theory
(4)
Learning Types
(3)
Resources & Methods
(3)
Mathematics & Optimization
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Optimization
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Keywords
knowledge graph
(3)
bayesian optimization
(3)
temporal knowledge graph
(3)
contrastive learning
(2)
cumulative regret
(2)
data augmentation
(1)
natural language inference
(1)
few-shot learning
(1)
prompt-based learning
(1)
prompt engineering
(1)
explainable ai
(1)
prompt learning
(1)
graph structure
(1)
constrained optimization
(1)
gaussian processes
(1)
global optimization
(1)
gaussian process
(1)
relation extraction
(1)
generative framework
(1)
semantic matching
(1)
Papers
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework
ACL 2025
A Streamlined Span-based Factorization Method for Few Shot Named Entity Recognition
COLING 2024
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning
NAACL 2024
Fine-tuning Language Models for Triple Extraction with Data Augmentation
ACL 2024
Principled Bayesian Optimization in Collaboration with Human Experts
NeurIPS 2024
Principled Preferential Bayesian Optimization
ICML 2024
Constrained Efficient Global Optimization of Expensive Black-box Functions
ICML 2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion
ACL 2023
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
EMNLP 2022