Runsheng Benson Guo

According to our database, Runsheng Benson Guo authored at least 6 papers between 2020 and 2025.

Collaborative distances:

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

2025

Zorse: Optimizing LLM Training Efficiency on Heterogeneous GPU Clusters.

Runsheng Benson Guo, Utkarsh Anand, Khuzaima Daudjee, Rathijit Sen

CoRR, July, 2025

Cephalo: Harnessing Heterogeneous GPU Clusters for Training Transformer Models.

Runsheng Benson Guo, Utkarsh Anand, Arthur Chen, Khuzaima Daudjee

Proceedings of the 39th ACM International Conference on Supercomputing, 2025

2022

Hydrozoa: Dynamic Hybrid-Parallel DNN Training on Serverless Containers.

Runsheng Guo, Victor Guo, Antonio Kim, Josh Hildred, Khuzaima Daudjee

Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

Rethinking Closed-Loop Training for Autonomous Driving.

Chris Zhang, Runsheng Guo, Wenyuan Zeng, Yuwen Xiong, Binbin Dai, Rui Hu, Mengye Ren, Raquel Urtasun

Proceedings of the Computer Vision - ECCV 2022, 2022

2020

Research challenges in deep reinforcement learning-based join query optimization.

Runsheng Benson Guo, Khuzaima Daudjee

Proceedings of the Third International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2020

RadarNet: Exploiting Radar for Robust Perception of Dynamic Objects.

Bin Yang, Runsheng Guo, Ming Liang, Sergio Casas, Raquel Urtasun

Proceedings of the Computer Vision - ECCV 2020, 2020