Yuhang Song

2026

1. 

   Fine-Grained Alignment in Vision-and-Language Navigation through Bayesian Optimization

   Yuhang Song, Mario Gianni, Chenguang Yang, Kunyang Lin, Te-Chuan Chiu, Anh Nguyen, and Chun-Yi Lee

   International Conference on Pattern Recognition, 2026

   ICPR 2026

   Bib HTML

   @article{song2024fine,
     title = {Fine-Grained Alignment in Vision-and-Language Navigation through Bayesian Optimization},
     author = {Song, Yuhang and Gianni, Mario and Yang, Chenguang and Lin, Kunyang and Chiu, Te-Chuan and Nguyen, Anh and Lee, Chun-Yi},
     journal = {International Conference on Pattern Recognition},
     year = {2026},
   }

2. 

   Dynamic Context Adapters: Efficiently Infusing History into Vision-and-Language Models

   Yuhang Song, Bor-Jiun Lin, Jiaxu Liu, Te-Chuan Chiu, Anh Nguyen, and Chun-Yi Lee

   International Conference on Pattern Recognition, 2026

   ICPR 2026

   Bib

   @article{song2026dynamic,
     title = {Dynamic Context Adapters: Efficiently Infusing History into Vision-and-Language Models},
     author = {Song, Yuhang and Lin, Bor-Jiun and Liu, Jiaxu and Chiu, Te-Chuan and Nguyen, Anh and Lee, Chun-Yi},
     journal = {International Conference on Pattern Recognition},
     year = {2026},
   }

2025

1. 

   Toward Linearly Regularizing the Geometric Bottleneck of Linear Generalized Attention

   Jiaxu Liu, Xinping Yi, Xiangyu Yin, Yuhang Song, Gaojie Jin, and Xiaowei Huang

   Transactions on Machine Learning Research, 2025

   TMLR 2025

   Bib HTML

   @article{liu2025toward,
     title = {Toward Linearly Regularizing the Geometric Bottleneck of Linear Generalized Attention},
     author = {Liu, Jiaxu and Yi, Xinping and Yin, Xiangyu and Song, Yuhang and Jin, Gaojie and Huang, Xiaowei},
     journal = {Transactions on Machine Learning Research},
     year = {2025},
   }

2024

1. 

   Learning to Terminate in Object Navigation

   Yuhang Song, Anh Nguyen, and Chun-Yi Lee

   In Asian Conference on Machine Learning, 2024

   ACML 2024

   Bib HTML Code

   @inproceedings{song2024learning,
     title = {Learning to Terminate in Object Navigation},
     author = {Song, Yuhang and Nguyen, Anh and Lee, Chun-Yi},
     booktitle = {Asian Conference on Machine Learning},
     pages = {1247--1262},
     year = {2024},
     organization = {PMLR},
   }