Picture for Zhengyu Chen

Zhengyu Chen

Mix Data or Merge Models? Balancing the Helpfulness, Honesty, and Harmlessness of Large Language Model via Model Merging

Add code
Feb 13, 2025
Viaarxiv icon

Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models

Add code
Feb 11, 2025
Viaarxiv icon

Retrieval-augmented Large Language Models for Financial Time Series Forecasting

Add code
Feb 09, 2025
Viaarxiv icon

SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters

Add code
Feb 04, 2025
Viaarxiv icon

TimeHF: Billion-Scale Time Series Models Guided by Human Feedback

Add code
Jan 27, 2025
Viaarxiv icon

Multi-Level Correlation Network For Few-Shot Image Classification

Add code
Dec 04, 2024
Viaarxiv icon

A Multi-Granularity Supervised Contrastive Framework for Remaining Useful Life Prediction of Aero-engines

Add code
Nov 01, 2024
Viaarxiv icon

DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation

Add code
Oct 24, 2024
Figure 1 for DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
Figure 2 for DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
Figure 3 for DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
Figure 4 for DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
Viaarxiv icon

Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace

Add code
Oct 17, 2024
Figure 1 for Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace
Figure 2 for Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace
Figure 3 for Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace
Figure 4 for Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace
Viaarxiv icon

Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning

Add code
Oct 09, 2024
Figure 1 for Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning
Figure 2 for Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning
Figure 3 for Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning
Figure 4 for Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning
Viaarxiv icon