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Guancheng Wan — most-cited papers & profile · Multimodal
← authors
·
overview
Guancheng Wan
18
papers ·
19
citations ·
6
h-index
University of California, Los Angeles · Nanyang Technological University · Multimedia University · Wuhan University · University of California, Berkeley
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Most-cited papers
Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark
2023 · 8 citations
Protein Large Language Models: A Comprehensive Survey
2025 · 6 citations
FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference
2024 · 2 citations
FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference
2024 · 2 citations
An Empirical Study of Federated Prompt Learning for Vision Language Model
2025 · 1 citations
When Attention Betrays: Erasing Backdoor Attacks in Robotic Policies by Reconstructing Visual Tokens
2026
Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models
2025
Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models
2025
MAPO: Mixed Advantage Policy Optimization
2025
Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
2025
Calibrating Biased Distribution in VFM-derived Latent Space via Cross-Domain Geometric Consistency
2025
S2FGL: Spatial Spectral Federated Graph Learning
2025
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
2025
Multiplayer Nash Preference Optimization
2025
Privacy-Enhancing Paradigms within Federated Multi-Agent Systems
2025
Topics
Federated Learning
Privacy
cs.AI
Reinforcement Learning
Evaluation
Safety & Alignment
GNN Architectures
Knowledge Graphs
Protein Science
Medical AI