Sotabase

Career

· Postdoctoral Researcher, MIT Supertech Research Group2022–

Publications (32)

EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs
AAAI Conference on Artificial Intelligence · 2019
1,317
cited
Scalable Graph Learning for Anti-Money Laundering: A First Look
arXiv.org · 2018
117
cited
Ordering heuristics for parallel graph coloring
ACM Symposium on Parallelism in Algorithms and Architectures · 2014
93
cited
Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining
Conference on Machine Learning and Systems · 2021
65
cited
Executing dynamic data-graph computations deterministically using chromatic scheduling
ACM Symposium on Parallelism in Algorithms and Architectures · 2014
28
cited
A Multicore Path to Connectomics-on-Demand
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming · 2017
23
cited
Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching
Conference on Machine Learning and Systems · 2023
23
cited
Code in the air: simplifying sensing on smartphones
ACM International Conference on Embedded Networked Sensor Systems · 2010
13
cited
PARAD: A Work-Efficient Parallel Algorithm for Reverse-Mode Automatic Differentiation
SIAM Symposium on Algorithmic Principles of Computer Systems · 2021
11
cited
Polylogarithmic Fully Retroactive Priority Queues via Hierarchical Checkpointing
Workshop on Algorithms and Data Structures · 2015
9
cited
Optimal Reissue Policies for Reducing Tail Latency
ACM Symposium on Parallelism in Algorithms and Architectures · 2017
7
cited
The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset
arXiv.org · 2024
7
cited
Cilkmem: Algorithms for Analyzing the Memory High-Water Mark of Fork-Join Parallel Programs
SIAM Symposium on Algorithmic Principles of Computer Systems · 2019
4
cited
Speedcode: Software Performance Engineering Education via the Coding of Didactic Exercises
IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum · 2024
4
cited
Cache Efficient Bloom Filters for Shared Memory Machines
2013
2
cited
Chromatic Scheduling of Dynamic Data-Graph Computations
2013
1
cited
High-throughput image alignment for connectomics using frugal snap judgments: poster
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming · 2019
1
cited
High-Throughput Image Alignment for Connectomics using Frugal Snap Judgments
IEEE Conference on High Performance Extreme Computing · 2020
Proposal 1 Optimizing parallel iterative graph computation
2012
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Tim Kaler | Researcher Profile | Sotabase | Sotabase