Mingsong Chen

TwinsFormer: Revisiting Inherent Dependencies via Two Interactive Components for Time Series Forecasting

One Bad Sample May Spoil the Whole Batch: A Novel Backdoor-Like Attack Towards Large Batch Processing

Enhancing Zeroth-Order Fine-Tuning for LLMs via Gradient-Guided Subspace Selection

From Two to One: Harmonizing Attention and Feature Debiasing for Multivariate Time Series Forecasting

An Effective and Efficient Generation Framework for Condensing the Graph Repository

FitLight: Federated Imitation Learning for Plug-and-Play Autonomous Traffic Signal Control

An Effective Embedding Approach to Shortest Path Distance Prediction Over Large-Scale Graphs

Rising from Ashes: Generalized Federated Learning via Dynamic Parameter Reset

R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection

TwinsFormer: Revisiting Inherent Dependencies via Two Interactive Components for Time Series Forecasting

Enhancing Zeroth-Order Fine-Tuning for LLMs via Gradient-Guided Subspace Selection

PerFIT: Personalized Federated Instruction Tuning via Neural Architecture Search