Songning Lai

Mimicking the Physicist's Eye: A VLM-centric Approach for Physics Formula Discovery

ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual Recall

Guarding the Gate: ConceptGuard Battles Concept-Level Backdoors in Concept Bottleneck Models

SM: Bridging the Robustness Gap in Clinical Time Series Analysis via Hierarchical Stability Optimization

Attention Smoothing: Correcting Causal Bias in Autoregressive Language Models

LUMA: Low-Dimension Unified Motion Alignment with Dual-Path Anchoring for Text-to-Motion Diffusion Model

From Model Fusion to Layer Fusion: A Weight Perspective

Wolf2Pack: The AutoFusion Framework for Dynamic Parameter Fusion

IMTS is Worth Time $\times$ Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction

CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models

Evaluating the Unseen: A Novel Framework for Assessing Unsupervised Concept Bottleneck Models