Wenke Huang
~Wenke_Huang1
24
论文总数
12.0
年均投稿
平均评分
接收情况23/24
会议分布
ICML
11
NeurIPS
11
ICLR
2
发表论文 (24 篇)
202522 篇
4
Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning
ICML 2025Poster
4
Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning
ICML 2025Poster
4
Federated Disentangled Tuning with Textual Prior Decoupling and Visual Dynamic Adaptation
ICML 2025Poster
5
Backdoor Cleaning without External Guidance in MLLM Fine-tuning
NeurIPS 2025Poster
5
DKDR: Dynamic Knowledge Distillation for Reliability in Federated Learning
NeurIPS 2025Poster
4
Rethinking Fair Federated Learning from Parameter and Client View
NeurIPS 2025Poster
4
FedPHA: Federated Prompt Learning for Heterogeneous Client Adaptation
ICML 2025Poster
4
Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models
ICML 2025Poster
4
SPMC: Self-Purifying Federated Backdoor Defense via Margin Contribution
ICML 2025Poster
4
Divide And Conquer: Efficiently Decoupling Consensus And Divergence For Federated Large Language Model Fine-Tuning
ICLR 2025Rejected
4
Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning
ICML 2025Poster
5
OASIS: One-Shot Federated Graph Learning via Wasserstein Assisted Knowledge Integration
NeurIPS 2025Poster
3
GHOST: Generalizable One-Shot Federated Graph Learning with Proxy-Based Topology Knowledge Retention
ICML 2025Poster
4
Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models
ICML 2025Spotlight
4
Unbiased Prototype Consistency Learning for Multi-Modal and Multi-Task Object Re-Identification
NeurIPS 2025Spotlight
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
4
MOTION: Multi-Sculpt Evolutionary Coarsening for Federated Continual Graph Learning
NeurIPS 2025Poster
4
$S^2$FGL: Spatial Spectral Federated Graph Learning
ICML 2025Poster
4
Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks
NeurIPS 2025Poster
5
Multi-order Orchestrated Curriculum Distillation for Model-Heterogeneous Federated Graph Learning
NeurIPS 2025Poster
4
HYPERION: Fine-Grained Hypersphere Alignment for Robust Federated Graph Learning
NeurIPS 2025Spotlight