Pihe Hu

PhD Student Institute for Interdisciplinary Information Sciences, Tsinghua University Email: hph19@mails.tsinghua.edu.cn Google Scholar

About me

I am a PhD student in Computer Science under the supervision of Prof. Longbo Huang at Tsinghua University (THU). I received the B.S. degree in Computer Science and Technology from Shanghai Jiao Tong University (SJTU), China, in 2019.

Research

My research interests include

• Sparse Neural Network

• Reinforcement Learning

• Network Optimization

Find out more.

Recent Publications

1. Yu Chen, Yihan Du, Pihe Hu, Longbo Huang. “Towards Minimax Optimal Reward-free Reinforcement Learning in Linear MDPs.” International Conference on Learning Representations (ICLR), 2024 [OpenReview]

2. Pihe Hu, Yu Chen, Ling Pan, Zhixuan Fang, Fu Xiao, Longbo Huang. “Multi-User Delay-Constrained Scheduling with Deep Recurrent Reinforcement Learning.” IEEE/ACM Transactions on Networking (TON), [IEEE Xplore]

3. Pihe Hu*, Yu Chen*, Longbo Huang. “Towards Minimax Optimal Reward-free Reinforcement Learning in Linear MDPs.” International Conference on Learning Representations (ICLR), 2023 [OpenReview] (* indicates joint first author)

4. Yiqin Tan*, Pihe Hu*, Ling Pan, Longbo Huang. “RLx2: Training a Sparse Deep Reinforcement Learning Model from Scratch.” International Conference on Learning Representations (ICLR), 2023 [OpenReview] (Spotlight) (* indicates joint first author)

Full list of publications.