Mingyu Guan

According to our database, Mingyu Guan authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

ReInc: Scaling Training of Dynamic Graph Neural Networks.

Mingyu Guan, Saumia Singhal, Taesoo Kim, Anand Padmanabha Iyer

CoRR, January, 2025

Principles and Methodologies for Serial Performance Optimization.

Sujin Park, Mingyu Guan, Xiang Cheng, Taesoo Kim

Proceedings of the 19th USENIX Symposium on Operating Systems Design and Implementation, 2025

Heterogeneous Graph Neural Network on Semantic Tree.

Mingyu Guan, Jack W. Stokes, Qinlong Luo, Fuchen Liu, Purvanshi Mehta, Elnaz Nouri, Taesoo Kim

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

HetTree: Heterogeneous Tree Graph Neural Network.

Mingyu Guan, Jack W. Stokes, Qinlong Luo, Fuchen Liu, Purvanshi Mehta, Elnaz Nouri, Taesoo Kim

CoRR, 2024

Improving DNN Inference Throughput Using Practical, Per-Input Compute Adaptation.

Anand Padmanabha Iyer, Mingyu Guan, Yinwei Dai, Rui Pan, Swapnil Gandhi, Ravi Netravali

Proceedings of the ACM SIGOPS 30th Symposium on Operating Systems Principles, 2024

2022

DynaGraph: dynamic graph neural networks at scale.

Mingyu Guan, Anand Padmanabha Iyer, Taesoo Kim

Proceedings of the GRADES-NDA '22: Proceedings of the 5th ACM SIGMOD Joint International Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), 2022