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Guoren Wang — most-cited papers & profile · Large Language Models
← authors
·
overview
Guoren Wang
39
papers ·
2
citations ·
0
h-index
Beijing Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Robust Knowledge Adaptation for Dynamic Graph Neural Networks
2022 · 1 citations
Robust Knowledge Adaptation for Dynamic Graph Neural Networks
2022 · 1 citations
Toward Federated Multimodal Graph Foundation Models: A Topology-Aware Multimodal Alignment Framework
2026
CHILL-Harness: Counterfactual Harness Learning for Efficient Reasoning in Long-Horizon Agents
2026
PRISM: Topology-Aware Cross-Modal Imputation for Modality-Deficient Federated Graph Learning
2026
STAGE: Tackling Semantic Drift in Multimodal Federated Graph Learning
2026
Towards Robust Federated Multimodal Graph Learning under Modality Heterogeneity
2026
BoostFGL: Boosting Fairness in Federated Graph Learning
2026
BoostFGL: Boosting Fairness in Federated Graph Learning
2026
DANCE: Dynamic, Available, Neighbor-gated Condensation for Federated Text-Attributed Graphs
2026
MM-OpenFGL: A Comprehensive Benchmark for Multimodal Federated Graph Learning
2026
Scalable Topology-Preserving Graph Coarsening with Graph Collapse
2026
FedBook: A Unified Federated Graph Foundation Codebook with Intra-domain and Inter-domain Knowledge Modeling
2025
State Space Models over Directed Graphs
2025
Federated Graph Unlearning
2025
Top co-authors
Bing Zhou
· 1
Rong-Hua Li
· 1
Xunkai Li
· 1
Zhenjun Li
· 1
Zihao Zhang
· 1
Topics
GNN Architectures
Federated Learning
cs.LG
Knowledge Graphs
Theory & Expressivity
Privacy
Data Heterogeneity
Self-Supervised & Contrastive
Safe RL
Policy Gradient