Jian Liang

ThanoRA: Task Heterogeneity-Aware Multi-Task Low-Rank Adaptation

MAPO: MIXED ADVANTAGE POLICY OPTIMIZATION

Catch Your Emotion: Sharpening Emotion Perception in Multimodal Large Language Models

Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning

Backdoor Cleaning without External Guidance in MLLM Fine-tuning

Be Confident: Uncovering Overfitting in MLLM Multi-Task Tuning

Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models