Dian Shen
6 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ACL (2)
ICML (2)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(2)
contrastive learning
(1)
reinforcement learning
(1)
multi-task learning
(1)
graph representation
(1)
message passing
(1)
precision matrix
(1)
matrix completion
(1)
fraud detection
(1)
molecule generation
(1)
knowledge compression
(1)
text-attributed graph
(1)
neighbor selection
(1)
large language model
(1)
multi-scale contrastive learning
(1)
multi-relation graph
(1)
molecular language model
(1)
small sample setting
(1)
active learning
(1)
lipid nanoparticle
(1)
Papers
LiGen: Active Lipid Generation via a Molecular Language Model
ACL 2026
Compressing LLM Knowledge into Graph Representations for Text-attributed Graphs Learning
ACL 2026
Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security
ICML 2025
FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings
NIPS 2024
DiG-In-GNN: Discriminative Feature Guided GNN-Based Fraud Detector against Inconsistencies in Multi-Relation Fraud Graph
AAAI 2024
Adaptive Group Personalization for Federated Mutual Transfer Learning
ICML 2024