Dongqi Fu
13 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (30) 🌉 Interdisciplinary Bridge · Bronze 📈 Trend Setter 💎 Century Club · Bronze
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Keyword Collector
(70)
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The Questioner
(2)
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Prolific Year · Productive
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Research topics
Deep Learning
(12)
Architectures
(12)
Machine Learning
(6)
Learning Types · Machine Learning
(4)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(2)
Optimization & Theory · Machine Learning
(2)
Knowledge & Reasoning
(1)
Security & Privacy
(1)
Differential Privacy
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Representation
(1)
Keywords
graph neural network
(4)
link prediction
(3)
graph classification
(2)
node classification
(2)
graph transformer
(2)
temporal graph
(2)
transfer learning
(1)
few-shot learning
(1)
neural tangent kernel
(1)
sequential decision making
(1)
self-supervised learning
(1)
graph representation learning
(1)
claim verification
(1)
multimodal learning
(1)
vector quantization
(1)
graph learning
(1)
out-of-distribution generalization
(1)
prompt learning
(1)
transformer
(1)
graph generation
(1)
Papers
How to Make LMs Strong Node Classifiers?
EACL 2026
PhyVer: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence
ACL 2026
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
ACL 2025
Graph4MM: Weaving Multimodal Learning with Structural Information
ICML 2025
Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem
AISTATS 2025
Learnable Spatial-Temporal Positional Encoding for Link Prediction
ICML 2025
Learning Graph Quantized Tokenizers
ICLR 2025
Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency
ICLR 2025
UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation
ICML 2025
BackTime: Backdoor Attacks on Multivariate Time Series Forecasting
NeurIPS 2024
PageRank Bandits for Link Prediction
NeurIPS 2024
Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed
NeurIPS 2024
VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections
ICLR 2024