3 papers
cs.CV2026
Beyond Uniform Subspaces: Spectrum-Aware and Depth-Adaptive Fusion for Multi-Task Model Merging
Ruxi Gu, Zilei Wang, Wei Wang
Model merging aims to consolidate multiple task-specific models without access to extra training process. However, existing subspace-based methods largely rely on a uniform treatme…
cs.CL2026
ForgetBench: Benchmarking Forgetting Dynamics of Long-Term Parametric Memory in Language Models
Ruxi Gu, Zhenliang Zhang, Wei Wang +1
Large language models (LLMs) have demonstrated strong capabilities in knowledge acquisition and reasoning, yet their ability to retain previously acquired knowledge under repeated…
cs.CV2026
Exploring Motion-Language Alignment for Text-driven Motion Generation
Ruxi Gu, Zilei Wang, Wei Wang
Text-driven human motion generation aims to synthesize realistic motion sequences that follow textual descriptions. Despite recent advances, accurately aligning motion dynamics wit…