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Shen Wang — most-cited papers & profile · Recommender Systems
← authors
·
overview
Shen Wang
12
papers ·
231
citations ·
19
h-index
University College Dublin
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Chip Placement with Deep Reinforcement Learning
2020 · 152 citations
Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs
2023 · 23 citations
Adversarial Defense Framework for Graph Neural Network
2019 · 21 citations
Delving into Macro Placement with Reinforcement Learning
2021 · 12 citations
An LLM-Assisted Easy-to-Trigger Backdoor Attack on Code Completion Models: Injecting Disguised Vulnerabilities against Strong Detection
2024 · 9 citations
Heterogeneous Graph Matching Networks
2019 · 6 citations
Deep Reinforcement Learning for Job Scheduling and Resource Management in Cloud Computing: An Algorithm-Level Review
2025 · 4 citations
Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View
2020 · 2 citations
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
2025 · 1 citations
CoTV: Cooperative Control for Traffic Light Signals and Connected Autonomous Vehicles using Deep Reinforcement Learning
2022 · 1 citations
Fine-Grained Control of Artistic Styles in Image Generation
2021
OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization
2023
Topics
GNN Architectures
Policy Gradient
Value-Based
Model-Based RL
Self-Supervised & Contrastive
Malware Detection
Anomaly Detection
Knowledge Graphs
Math & Equations
Physics ML