Penghui Qi

According to our database, Penghui Qi authored at least 10 papers between 2019 and 2025.

Collaborative distances:

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

2025

SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning.

Bo Liu, Leon Guertler, Simon Yu, Zichen Liu, Penghui Qi, Daniel Balcells, Mickel Liu, Cheston Tan, Weiyan Shi, Min Lin, Wee Sun Lee, Natasha Jaques

CoRR, June, 2025

Optimizing Anytime Reasoning via Budget Relative Policy Optimization.

Penghui Qi, Zichen Liu, Tianyu Pang, Chao Du, Wee Sun Lee, Min Lin

CoRR, May, 2025

Understanding R1-Zero-Like Training: A Critical Perspective.

Zichen Liu, Changyu Chen, Wenjun Li, Penghui Qi, Tianyu Pang, Chao Du, Wee Sun Lee, Min Lin

CoRR, March, 2025

PipeOffload: Improving Scalability of Pipeline Parallelism with Memory Optimization.

Xinyi Wan, Penghui Qi, Guangxing Huang, Jialin Li, Min Lin

CoRR, March, 2025

2024

Balancing Pipeline Parallelism with Vocabulary Parallelism.

Man Tsung Yeung, Penghui Qi, Min Lin, Xinyi Wan

CoRR, 2024

Zero Bubble Pipeline Parallelism.

Penghui Qi, Xinyi Wan, Guangxing Huang, Min Lin

CoRR, 2024

Pipeline Parallelism with Controllable Memory.

Penghui Qi, Xinyi Wan, Nyamdavaa Amar, Min Lin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Zero Bubble (Almost) Pipeline Parallelism.

Penghui Qi, Xinyi Wan, Guangxing Huang, Min Lin

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2021

SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II.

Xiangjun Wang, Junxiao Song, Penghui Qi, Peng Peng, Zhenkun Tang, Wei Zhang, Weimin Li, Xiongjun Pi, Jujie He, Chao Gao, Haitao Long, Quan Yuan

Proceedings of the 38th International Conference on Machine Learning, 2021

2019

Artificial Intelligence for Prosthetics - challenge solutions.

Lukasz Kidzinski, Carmichael F. Ong, Sharada Prasanna Mohanty, Jennifer L. Hicks, Sean F. Carroll, Bo Zhou, Hong-cheng Zeng, Fan Wang, Rongzhong Lian, Hao Tian, Wojciech Jaskowski, Garrett Andersen, Odd Rune Lykkebø, Nihat Engin Toklu, Pranav Shyam, Rupesh Kumar Srivastava, Sergey Kolesnikov, Oleksii Hrinchuk, Anton Pechenko, Mattias Ljungström, Zhen Wang, Xu Hu, Zehong Hu, Minghui Qiu, Jun Huang, Aleksei Shpilman, Ivan Sosin, Oleg Svidchenko, Aleksandra Malysheva, Daniel Kudenko, Lance Rane, Aditya Bhatt, Zhengfei Wang, Penghui Qi, Zeyang Yu, Peng Peng, Quan Yuan, Wenxin Li, Yunsheng Tian, Ruihan Yang, Pingchuan Ma, Shauharda Khadka, Somdeb Majumdar, Zach Dwiel, Yinyin Liu, Evren Tumer, Jeremy D. Watson, Marcel Salathé, Sergey Levine, Scott L. Delp

CoRR, 2019