Luoyi Fu
14 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (39) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(13)
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(9)
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Keyword Collector
(78)
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Research topics
Artificial Intelligence
(8)
Machine Learning
(7)
Deep Learning
(6)
Core AI
(6)
Natural Language Processing
(4)
Learning Types Β· Machine Learning
(4)
Knowledge & Reasoning
(3)
Reinforcement Learning
(3)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Methods
(3)
Representation
(3)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Keywords
information extraction
(2)
graph neural network
(2)
knowledge graph
(2)
contrastive learning
(2)
representation learning
(2)
constrained reinforcement learning
(2)
uncertainty quantification
(1)
natural language generation
(1)
budget-aware learning
(1)
relation extraction
(1)
policy optimization
(1)
text generation
(1)
semantic parsing
(1)
deep learning
(1)
constraint satisfaction
(1)
network security
(1)
knowledge graph reasoning
(1)
bias correction
(1)
temporal analysis
(1)
self-supervised learning
(1)
Papers
VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models
ACL 2026
Controlling Underestimation Bias in Constrained Reinforcement Learning for Safe Exploration
ICML 2025
Extreme Value Policy Optimization for Safe Reinforcement Learning
ICML 2025
Exterior Penalty Policy Optimization with Penalty Metric Network under Constraints
IJCAI 2024
Is Reference Necessary in the Evaluation of NLG Systems? When and Where?
NAACL 2024
OxyGenerator: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning
ICML 2024
RepEval: Effective Text Evaluation with LLM Representation
EMNLP 2024
Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus
EMNLP 2023
Exploring and Verbalizing Academic Ideas by Concept Co-occurrence
ACL 2023
Self-supervised Graph Disentangled Networks for Review-based Recommendation
IJCAI 2023
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning
AAAI 2023
Unsupervised Graph-Text Mutual Conversion with a Unified Pretrained Language Model
ACL 2023
RFBFN: A Relation-First Blank Filling Network for Joint Relational Triple Extraction
ACL 2022
APRP: An Anonymous Propagation Method in Bitcoin Network
AAAI 2019