Guancheng Wan
~Guancheng_Wan1
25
论文总数
12.5
年均投稿
平均评分
接收情况24/25
会议分布
ICML
12
NeurIPS
10
ICLR
3
发表论文 (25 篇)
202523 篇
4
HYPERION: Fine-Grained Hypersphere Alignment for Robust Federated Graph Learning
NeurIPS 2025Spotlight
4
MOTION: Multi-Sculpt Evolutionary Coarsening for Federated Continual Graph Learning
NeurIPS 2025Poster
4
Rethink GraphODE Generalization within Coupled Dynamical System
ICML 2025Spotlight
4
EARTH: Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph
ICML 2025Poster
5
OASIS: One-Shot Federated Graph Learning via Wasserstein Assisted Knowledge Integration
NeurIPS 2025Poster
5
Multi-order Orchestrated Curriculum Distillation for Model-Heterogeneous Federated Graph Learning
NeurIPS 2025Poster
4
Energy-based Backdoor Defense Against Federated Graph Learning
ICLR 2025Oral
4
EAGLES: Towards Effective, Efficient, and Economical Federated Graph Learning via Unified Sparsification
ICML 2025Poster
3
GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention
ICML 2025Poster
4
Don’t Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language Models
NeurIPS 2025Poster
4
Flow Field Reconstruction with Sensor Placement Policy Learning
NeurIPS 2025Poster
4
Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation
ICML 2025Poster
5
DKDR: Dynamic Knowledge Distillation for Reliability in Federated Learning
NeurIPS 2025Poster
4
FedPHA: Federated Prompt Learning for Heterogeneous Client Adaptation
ICML 2025Poster
4
$S^2$FGL: Spatial Spectral Federated Graph Learning
ICML 2025Poster
4
Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models
ICML 2025Poster
4
Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning
ICML 2025Poster
4
Divide And Conquer: Efficiently Decoupling Consensus And Divergence For Federated Large Language Model Fine-Tuning
ICLR 2025Rejected
4
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
ICML 2025Spotlight
4
G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
NeurIPS 2025Spotlight
4
Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
ICLR 2025Poster
4
Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning
ICML 2025Poster
4
Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning
ICML 2025Poster