Yun-Hsuan Lien

According to our database, Yun-Hsuan Lien authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing Value Function Estimation through First-Order State-Action Dynamics in Offline Reinforcement Learning.

Yun-Hsuan Lien, Ping-Chun Hsieh, Tzu-Mao Li, Yu-Shuen Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Contrastive Learning and Reward Smoothing for Deep Portfolio Management.

Yun-Hsuan Lien, Yuan-kui Li, Yu-Shuen Wang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Revisiting Domain Randomization via Relaxed State-Adversarial Policy Optimization.

Yun-Hsuan Lien, Ping-Chun Hsieh, Yu-Shuen Wang

Proceedings of the International Conference on Machine Learning, 2023

2022

Parametric Dimension Reduction by Preserving Local Structure.

Chien-Hsun Lai, Ming Feng Kuo, Yun-Hsuan Lien, Kuan-An Su, Yu-Shuen Wang

Proceedings of the 2022 IEEE Visualization and Visual Analytics (VIS), 2022

Uncertainty Awareness for Predicting Noisy Stock Price Movements.

Yun-Hsuan Lien, Yu-Syuan Lin, Yu-Shuen Wang

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Style-Structure Disentangled Features and Normalizing Flows for Diverse Icon Colorization.

Yuan-kui Li, Yun-Hsuan Lien, Yu-Shuen Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2020

Representing Multivariate Data by Optimal Colors to Uncover Events of Interest in Time Series Data.

Ding-Bang Chen, Chien-Hsun Lai, Yun-Hsuan Lien, Yu-Hsuan Lin, Yu-Shuen Wang, Kwan-Liu Ma

Proceedings of the 2020 IEEE Pacific Visualization Symposium, 2020