Tim Kaler

According to our database, Tim Kaler authored at least 19 papers between 2010 and 2024.

Collaborative distances:

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

2024

The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset.

Claudio Bellei, Muhua Xu, Ross Phillips, Tom Robinson, Mark Weber, Tim Kaler, Charles E. Leiserson, Arvind, Jie Chen

CoRR, 2024

Speedcode: Software Performance Engineering Education via the Coding of Didactic Exercises.

Tim Kaler, Xuhao Chen, Brian Wheatman, Dorothy Curtis, Bruce Hoppe, Tao B. Schardl, Charles E. Leiserson

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023

Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching.

Tim Kaler, Alexandros-Stavros Iliopoulos, Philip Murzynowski, Tao B. Schardl, Charles E. Leiserson, Jie Chen

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2022

Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining.

Tim Kaler, Nickolas Stathas, Anne Ouyang, Alexandros-Stavros Iliopoulos, Tao B. Schardl, Charles E. Leiserson, Jie Chen

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

Executing Dynamic Data-Graph Computations Deterministically Using Chromatic Scheduling.

Tim Kaler, William Hasenplaugh, Tao B. Schardl, Charles E. Leiserson

Proceedings of the Massive Graph Analytics, 2022

Ordering Heuristics for Parallel Graph Coloring.

William Hasenplaugh, Tim Kaler, Tao B. Schardl, Charles E. Leiserson

Proceedings of the Massive Graph Analytics, 2022

2021

PARAD: A Work-Efficient Parallel Algorithm for Reverse-Mode Automatic Differentiation.

Tim Kaler, Tao B. Schardl, Brian Xie, Charles E. Leiserson, Jie Chen, Aldo Pareja, Georgios Kollias

Proceedings of the 2nd Symposium on Algorithmic Principles of Computer Systems, 2021

2020

High-Throughput Image Alignment for Connectomics using Frugal Snap Judgments.

Tim Kaler, Brian Wheatman, Sarah Wooders

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Cilkmem: Algorithms for Analyzing the Memory High-Water Mark of Fork-Join Parallel Programs.

Tim Kaler, William Kuszmaul, Tao B. Schardl, Daniele Vettorel

Proceedings of the 1st Symposium on Algorithmic Principles of Computer Systems, 2020

EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs.

Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Tao B. Schardl, Charles E. Leiserson

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs.

Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Charles E. Leiserson

CoRR, 2019

High-throughput image alignment for connectomics using frugal snap judgments: poster.

Tim Kaler, Brian Wheatman, Sarah Wooders

Proceedings of the 24th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2019

2018

Scalable Graph Learning for Anti-Money Laundering: A First Look.

Mark Weber, Jie Chen, Toyotaro Suzumura, Aldo Pareja, Tengfei Ma, Hiroki Kanezashi, Tim Kaler, Charles E. Leiserson, Tao B. Schardl

CoRR, 2018

2017

Optimal Reissue Policies for Reducing Tail Latency.

Tim Kaler, Yuxiong He, Sameh Elnikety

Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and Architectures, 2017

A Multicore Path to Connectomics-on-Demand.

Alexander Matveev, Yaron Meirovitch, Hayk Saribekyan, Wiktor Jakubiuk, Tim Kaler, Gergely Ódor, David M. Budden, Aleksandar Zlateski, Nir Shavit

Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2017

2016

Executing Dynamic Data-Graph Computations Deterministically Using Chromatic Scheduling.

Tim Kaler, William Hasenplaugh, Tao B. Schardl, Charles E. Leiserson

ACM Trans. Parallel Comput., 2016

2015

Polylogarithmic Fully Retroactive Priority Queues via Hierarchical Checkpointing.

Erik D. Demaine, Tim Kaler, Quanquan C. Liu, Aaron Sidford, Adam Yedidia

Proceedings of the Algorithms and Data Structures - 14th International Symposium, 2015

2014

Ordering heuristics for parallel graph coloring.

William Hasenplaugh, Tim Kaler, Tao B. Schardl, Charles E. Leiserson

Proceedings of the 26th ACM Symposium on Parallelism in Algorithms and Architectures, 2014

2010

Code in the air: simplifying sensing on smartphones.

Tim Kaler, John Patrick Lynch, Timothy Peng, Lenin Ravindranath, Arvind Thiagarajan, Hari Balakrishnan, Samuel Madden

Proceedings of the 8th International Conference on Embedded Networked Sensor Systems, 2010