Yukun Cao
10 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (32) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (57) 🌈 Renaissance Researcher (6)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(7)
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(6)
Learning Types · Deep Learning
(5)
Natural Language Processing
(4)
Application Areas
(4)
Knowledge & Reasoning
(3)
Applications
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Representation
(3)
Computer Science
(2)
Architectures
(2)
Foundations
(2)
Keywords
knowledge graph
(4)
retrieval-augmented generation
(4)
neural data structure
(2)
large language model
(2)
graph structure
(1)
constrained optimization
(1)
visual question answering
(1)
model routing
(1)
scene graph
(1)
diffusion model
(1)
data stream
(1)
deep neural network
(1)
frequency estimation
(1)
out-of-distribution detection
(1)
query complexity
(1)
temporal knowledge graph
(1)
multimodal large language model
(1)
graph reasoning
(1)
graph optimization
(1)
optimal transport
(1)
Papers
DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation
AAAI 2026
KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering
ACL 2026
DPCL-Diff：Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning
AAAI 2025
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs
ACL 2025
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding
ACL 2025
Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams
ICML 2025
Prototype-based Optimal Transport for Out-of-Distribution Detection
IJCAI 2025
SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
EMNLP 2025
Mayfly: a Neural Data Structure for Graph Stream Summarization
ICLR 2024
Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams
AAAI 2023