publications

2026

1. 

   A Broader Look at Model Merging: Rethinking Implicit Regularization Induced by Task Arithmetic

   Sin-Han Yang*, Shih-Cheng Huang*, Chieh-Yen Lin, Yun-Nung Chen†, Shao-Hua Sun†, and Hung-yi Lee†

   arXiv preprint arXiv:2610.07990 , 2026

   Website
2. 

   On Calibration of Large Language Models: From Response To Capability

   Sin-Han Yang*, Cheng-Kuang Wu*, Chieh-Yen Lin, Yun-Nung Chen, Hung-yi Lee, and Shao-Hua Sun

   arXiv preprint arXiv:2602.13540 , 2026

   Website

2025

1. 

   Variational Learning Induces Adaptive Label Smoothing

   Sin-Han Yang, Zhedong Liu, Gian Maria Marconi, and Mohammad Emtiyaz Khan

   arXiv preprint arXiv:2502.07273 , 2025

   Website

2024

1. TMLR

   Concept-Driven Continual Learning

   Sin-Han Yang, Tuomas Oikarinen, and Tsui-Wei Weng

   Transactions on Machine Learning Research (TMLR) , 2024

   Website

2023

1. EACL Findings

   Entity-Aware Dual Co-Attention Network for Fake News Detection

   Sin-Han Yang, Chung-Chi Chen, Hen-Hsen Huang, and Hsin-Hsi Chen

   Findings of the Association for Computational Linguistics: EACL 2023 (EACL Findings) , 2023

   PDF Code Website