Picture for Shuiguang Deng

Shuiguang Deng

SatFusion: A Unified Framework for Enhancing Satellite IoT Images via Multi-Temporal and Multi-Source Data Fusion

Add code
Oct 09, 2025
Viaarxiv icon

Edge Intelligence with Spiking Neural Networks

Add code
Jul 18, 2025
Viaarxiv icon

LightRouter: Towards Efficient LLM Collaboration with Minimal Overhead

Add code
May 22, 2025
Viaarxiv icon

Sage Deer: A Super-Aligned Driving Generalist Is Your Copilot

Add code
May 15, 2025
Viaarxiv icon

SRMF: A Data Augmentation and Multimodal Fusion Approach for Long-Tail UHR Satellite Image Segmentation

Add code
Apr 28, 2025
Viaarxiv icon

SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples

Add code
Jan 10, 2025
Figure 1 for SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples
Figure 2 for SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples
Figure 3 for SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples
Figure 4 for SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples
Viaarxiv icon

Facilitate Collaboration between Large Language Model and Task-specific Model for Time Series Anomaly Detection

Add code
Jan 10, 2025
Viaarxiv icon

Gradient Purification: Defense Against Poisoning Attack in Decentralized Federated Learning

Add code
Jan 08, 2025
Figure 1 for Gradient Purification: Defense Against Poisoning Attack in Decentralized Federated Learning
Figure 2 for Gradient Purification: Defense Against Poisoning Attack in Decentralized Federated Learning
Figure 3 for Gradient Purification: Defense Against Poisoning Attack in Decentralized Federated Learning
Figure 4 for Gradient Purification: Defense Against Poisoning Attack in Decentralized Federated Learning
Viaarxiv icon

FedLEC: Effective Federated Learning Algorithm with Spiking Neural Networks Under Label Skews

Add code
Dec 23, 2024
Viaarxiv icon

Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures

Add code
Nov 28, 2024
Figure 1 for Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures
Figure 2 for Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures
Figure 3 for Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures
Figure 4 for Personalized Federated Fine-Tuning for LLMs via Data-Driven Heterogeneous Model Architectures
Viaarxiv icon