Dian Shen
7 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Research
(1)
Keywords
graph neural network
(2)
concept drift
(1)
active learning
(1)
contrastive learning
(1)
reinforcement learning
(1)
multi-task learning
(1)
data poisoning
(1)
convergence analysis
(1)
graph representation
(1)
message passing
(1)
precision matrix
(1)
matrix completion
(1)
fraud detection
(1)
backdoor attack
(1)
deep neural network
(1)
molecule generation
(1)
knowledge compression
(1)
open-set recognition
(1)
text-attributed graph
(1)
congestion control
(1)
Papers
Compressing LLM Knowledge into Graph Representations for Text-attributed Graphs Learning
ACL 2026
LiGen: Active Lipid Generation via a Molecular Language Model
ACL 2026
PolicyCache: Intra-flow Learning in Congestion Control
NSDI 2026
Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security
ICML 2025
Adaptive Group Personalization for Federated Mutual Transfer Learning
ICML 2024
DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph
AAAI 2024
FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings
NeurIPS 2024