GrAPL 2025: Workshop on Graphs, Architectures, Programming, and Learning

June 4, 2025
Co-Located with IPDPS 2025
Politecnico di Milano
Milano, Italy


Program

Time Event
9:00~9:05Welcome and Introduction
Ariful Azad, Yllka Velaj
9:05~9:50




9:55~10:15


10:15~10:30

Keynote Talk 1
Ananth Kalyanaraman (Washington State University)

Title: TBD

FGI: Fast GNN Inference on Multi-Core Systems.
Binglin Ji, Chenfeng Zhao, Roger Chamberlain

Short paper: Divide, Conquer, and Match: A Distributed and Asynchronous Approach for Subgraph Isomorphism (Short paper)
Youssef Elmougy, Akihiro Hayashi, Vivek Sarkar.
10:30-11:00Coffee Break
11:00~11:20


11:20~11:40


11:40~12:00


12:00~12:20

Enhanced Soups for Graph Neural Networks.
Joseph Zuber, Aishwarya Sarkar, Joseph Jennings, Ali Jannesari.

Scaling Graph Neural Networks for Particle Track Reconstruction.
Alok Tripathy, Alina Lazar, Xiangyang Ju, Paolo Calafiurna, Katherine Yelick, Aydin Buluc

RaNT-Graph: A Scalable Approach to Sampling Billions of Walks or Paths from Weighted Graphs.
Lance Fletcher, Trevor Steil, Roger Pearce

Serverless Graph Analytics on Multi-Instance GPU.
Mohammad Sonji, Mohammed Baydoun, Aditya Dhakal, Gourav Rattihalli, Dejan Milojicic, Izzat El Hajj
12:30~2:00
Lunch Break
2:00~2:45




2:50~3:10


3:10~3:30

Keynote Talk 2
Hannes Voigt (Neo4j)

Title: TBD


On the Landscape of Graph Clustering at Scale.
Dey Saikat, Sonal Jha, Frank Wanye, Wu-chun Feng

Accelerating Triangle Counting with Real Processing-in-Memory Systems.
Lorenzo Asquini, Manos Frouzakis, Juan Gomez-Luna, Mohammad Sadrosadati, Onur Mutlu, Francesco Silvestri
3:30~3:40Break
3:40~4:25Panel Discussion
4:25~4:50Closing remarks

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