Jinghan Yang — accepted AI-conference papers

2026

Bridging the Stability-Expressivity Gap: Synthetic Data Scaling and Preference Alignment for Low-Resource Spoken Language Models

Yizhong Geng, Yanliang Li, Jinghan Yang, Tianhan Jiang, Boxun An, Ya Li +1

ICML 2026poster

Spoken Language Models (SLMs) revolutionize speech synthesis by bypassing traditional linguistic front-ends, yet they remain limited by the digital resource disparities across languages. We investigate these challenges within the Southeast Asian linguistic landscape, using the phonetically complex T…

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2025

Improving Food Recognition with Retrieval-Augmented and Domain-Adaptive LVLMs

Dehua Ma, Zhenbo Xu, Tianshun Xing, Lu Yuan, Jinghan Yang, Huijia Wu +2

ICASSP 2025accepted

Food recognition is pivotal in enhancing intelligent food recommendation systems and nutritional management, contributing to balanced diets and overall health. Although Large Vision-Language Models (LVLMs) have demonstrated impressive performances across various domains, their performance on the foo…

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