Yichen Li

CARL: Preserving Causal Structure in Representation Learning

Incentivizing Tool-augmented Thinking with Images for Medical Image Analysis

BoRA: Towards More Expressive Low-Rank Adaptation with Block Diversity

Breaking Static Paradigms: A Mutual Evolution Framework for Edge-Cloud Model Collaboration

You Don't Have to Be the One Doing Evil! Locate a Scapegoat within Multi-Agent Systems for Executing Covert Attacks

SAFD: A Style-Agnostic Framework for Detecting LLM-Generated Text

C$^2$-AFCL: Cross-task Calibration for Asynchronous Federated Continual Learning

FedSSI: Rehearsal-Free Continual Federated Learning with Synergistic Synaptic Intelligence

Efficient Knowledge Transfer in Federated Recommendation for Joint Venture Ecosystem

Feature Distillation is the Better Choice for Model-Heterogeneous Federated Learning

Resource-Constrained Federated Continual Learning: What Does Matter?

Enhancing Privacy in Multimodal Federated Learning with Information Theory

Rehearsal-Free Continual Federated Learning with Synergistic Regularization