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Carl Yang — most-cited papers & profile · Recommender Systems
← authors
·
overview
Carl Yang
35
papers ·
434
citations ·
34
h-index
Emory University · Lehigh University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks
2021 · 104 citations
Subgraph Federated Learning with Missing Neighbor Generation
2021 · 75 citations
Federated Graph Classification over Non-IID Graphs
2021 · 63 citations
Federated Graph Classification over Non-IID Graphs
2021 · 63 citations
Adversarial Attack and Defense on Graph Data: A Survey
2018 · 52 citations
Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization
2020 · 27 citations
Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction
2022 · 23 citations
Incentivizing Agentic Reasoning in LLM Judges via Tool-Integrated Reinforcement Learning
2025 · 10 citations
DPAR: Decoupled Graph Neural Networks with Node-Level Differential Privacy
2022 · 4 citations
Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks
2021 · 3 citations
Structure-Aware Hard Negative Mining for Heterogeneous Graph Contrastive Learning
2021 · 3 citations
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation
2022 · 2 citations
When to Pre-Train Graph Neural Networks? From Data Generation Perspective!
2023 · 2 citations
Are Your LLM-based Text-to-SQL Models Secure? Exploring SQL Injection via Backdoor Attacks
2025 · 1 citations
ClusMFL: A Cluster-Enhanced Framework for Modality-Incomplete Multimodal Federated Learning in Brain Imaging Analysis
2025 · 1 citations
Topics
GNN Architectures
Federated Learning
Theory & Expressivity
Privacy
Self-Supervised & Contrastive
cs.CL
cs.AI
cs.LG
Adversarial ML
Vulnerability Detection