Guan-Ting Liu

Researcher, NVIDIA Research Taiwan

Joined

September 2020

Names

Guan-Ting Liu (Preferred)

Guan Ting Liu

Emails

****@outlook.com (Confirmed)

****@csie.ntu.edu.tw (Confirmed)

****@ntu.edu.tw (Confirmed)

****@nvidia.com (Confirmed)

Personal Links

Career & Education History

Researcher

NVIDIA Research Taiwan (research.nvidia.com)

2024 – Present

PhD student

Department of computer science and information engineering, National Taiwan University (csie.ntu.edu.tw)

2020 – 2024

Advisors, Relations & Conflicts

Coworker

Haoxing Ren

2024 – Present

PhD Advisor

Pu-Jen Cheng

2020 – 2024

Expertise

reinforcement learning

2020 – Present

Publications

Multi-Corner Timing Macro Modeling With Neural Collaborative Filtering From Recommendation Systems Perspective
Kevin Kai-Chun Chang, Guan-Ting Liu, Chun-Yao Chiang, Pei-Yu Lee, Iris Hui-Ru Jiang
- IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2024
- Readers: Everyone
Hierarchical Programmatic Option Framework
Yu-An Lin, Chen-Tao Lee, Chih-Han Yang, Guan-Ting Liu, Shao-Hua Sun
- NeurIPS 2024 poster
- Readers: Everyone
Hierarchical Programmatic Option Framework
Yu-An Lin, Chen-Tao Lee, Chih-Han Yang, Guan-Ting Liu, Shao-Hua Sun
- NeurIPS 2024
- Readers: Everyone
Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines
Yu-An Lin, Chen-Tao Lee, Guan-Ting Liu, Pu-Jen Cheng, Shao-Hua Sun
- GenPlan'23
- Readers: Everyone
Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines
Yu-An Lin, Chen-Tao Lee, Guan-Ting Liu, Pu-Jen Cheng, Shao-Hua Sun
- Submitted to ICLR 2024
- Readers: Everyone
Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs
Guan-Ting Liu, En-Pei Hu, Pu-Jen Cheng, Hung-yi Lee, Shao-Hua Sun
- ICML 2023 Poster
- Readers: Everyone
Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs
Guan-Ting Liu, En-Pei Hu, Pu-Jen Cheng, Hung-Yi Lee, Shao-Hua Sun
- ICML 2023
- Readers: Everyone
Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines
Yu-An Lin, Chen-Tao Lee, Guan-Ting Liu, Pu-Jen Cheng, Shao-Hua Sun
- CoRR 2023
- Readers: Everyone
Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs
Guan-Ting Liu, En-Pei Hu, Pu-Jen Cheng, Hung-Yi Lee, Shao-Hua Sun
- 2023 (modified: 19 Apr 2023)
- CoRR 2023
- Readers: Everyone
Improving Generalization with Cross-State Behavior Matching in Deep Reinforcement Learning
Guan-Ting Liu, Guan-Yu Lin, Pu-Jen Cheng
- AAMAS 2022
- Readers: Everyone

View all 12 publications