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Yifan Tang

4 accepted papers

2026

VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model

AAAI 2026technical

Vision-Language-Action (VLA) models typically bridge the gap between perceptual and action spaces by pre-training a large-scale Vision-Language Model (VLM) on robotic data. While this approach greatly enhances performance, it also incurs significant training costs. In this paper, we investigate how

Cited by 0SourcePDFScholar
2025

Neuron Activation Modulation for Text Style Transfer: Guiding Large Language Models

ACL 2025finding

Text style transfer (TST) aims to flexibly adjust the style of text while preserving its core content. Although large language models (LLMs) excel in TST tasks, they often face unidirectional issues due to imbalanced training data and their tendency to generate safer responses. These challenges pres…

Cited by 0SourcePDFScholar
2024

Dynamic Label Smoothing Strategy for Biosignal Classification

ICASSP 2024accepted

Biological signals classification is essential for human machine interaction. Although previous research has achieved high classification performance, compensating for domain shift due to the intra and inter individual variations remains a challenge. In this paper, we propose a novel dynamic label s…

Cited by 0SourceScholar
2024

FusedNet: End-to-End Mobile Robot Relocalization in Dynamic Large-Scale Scene

RA-L 2024

To improve robot relocalization accuracy in both static and dynamic environments, we introduce a novel network, FusedNet, which incorporates a cross-attention to fuse global and local image features for end-to-end relocalization. This approach relies solely on a monocular camera sensor that is fixed

Cited by 5SourceScholar