Yingjie Zhu
7 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Keyword Champion
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Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(5)
Natural Language Processing
(4)
Applications
(4)
Knowledge & Reasoning
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types
(2)
Reasoning
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
fact verification
(4)
multi-hop reasoning
(3)
multimodal learning
(2)
multi-hop fact verification
(2)
rationale extraction
(2)
structure learning
(1)
logical reasoning
(1)
self-supervised learning
(1)
natural language inference
(1)
data augmentation
(1)
claim verification
(1)
explainable ai
(1)
dynamic graph
(1)
vision-language model
(1)
electronic health record
(1)
causal relation
(1)
graph convolutional network
(1)
counterfactual augmentation
(1)
causal modeling
(1)
reasoning chain
(1)
Papers
Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning
ACL 2025
SynGraph: A Dynamic Graph-LLM Synthesis Framework for Sparse Streaming User Sentiment Modeling
ACL 2025
THCM-CAL: Temporal-Hierarchical Causal Modelling with Conformal Calibration for Clinical Risk Prediction
EMNLP 2025
CHECKWHY: Causal Fact Verification via Argument Structure
ACL 2024
Denoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer
EMNLP 2024
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification
EMNLP 2023
Exploring Faithful Rationale for Multi-Hop Fact Verification via Salience-Aware Graph Learning
AAAI 2023