Quanlong Guan
14 papers · 2022–2026 · 6 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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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (37) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird ποΈ Keyword Collector (82)
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(11)
Core AI
(10)
Deep Learning
(6)
Machine Learning
(5)
Knowledge & Reasoning
(3)
Application Areas
(3)
Architectures
(3)
Core Methods
(3)
Reasoning
(3)
Mathematics & Optimization
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Optimization
(2)
Techniques
(2)
Keywords
vision-language model
(3)
out-of-distribution generalization
(2)
contrastive learning
(2)
graph neural network
(2)
domain generalization
(1)
variational inference
(1)
reinforcement learning
(1)
feature selection
(1)
few-shot learning
(1)
automated planning
(1)
self-supervised learning
(1)
attention mechanism
(1)
bias detection
(1)
graph generation
(1)
machine learning
(1)
domain adaptation
(1)
formal verification
(1)
distribution shift
(1)
belief revision
(1)
transfer learning
(1)
Papers
Generating In-Distribution Counterfactual Explanation for Graph Neural Networks
AAAI 2026
GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation
AAAI 2026
Vocabulary Scaling Law: Tuning Open-vocabulary Predictors for Their Openness
CVPR 2026
A Syntactic Approach to Computing Complete and Sound Abstraction in the Situation Calculus
AAAI 2025
DyGMAE: A Novel Dynamic Graph Masked Autoencoder for Link Prediction
UAI 2025
Improvements to the Generate-and-Complete Approach to Conformant Planning
IJCAI 2025
KVFKT: A New Horizon in Knowledge Tracing with Attention-Based Embedding and Forgetting Curve Integration
COLING 2025
Reproducible Vision-Language Models Meet Concepts Out of Pre-Training
CVPR 2025
A Multi-Valued Decision Diagram-Based Approach to Constrained Optimal Path Problems over Directed Acyclic Graphs
IJCAI 2024
Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach
AAAI 2024
On the Logic of Theory Change Iteration of KM-Update, Revised
IJCAI 2024
Unveiling the Tapestry of Automated Essay Scoring: A Comprehensive Investigation of Accuracy, Fairness, and Generalizability
AAAI 2024
A Retrospect to Multi-prompt Learning across Vision and Language
ICCV 2023
Knowledge Compilation Meets Logical Separability
AAAI 2022