Charith Mendis
5 papers · 2019–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (6) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
NIPS (3)
ICML (2)
Top co-authors
Keywords
graph neural network
(3)
compiler optimization
(2)
imitation learning
(1)
transfer learning
(1)
policy learning
(1)
deep neural network
(1)
memory efficiency
(1)
tensor processing unit
(1)
performance prediction
(1)
hierarchical lstm
(1)
computational graph
(1)
throughput estimation
(1)
basic block
(1)
processor microarchitecture
(1)
graph property prediction
(1)
model compression
(1)
superword level parallelism
(1)
representation learning
(1)
Papers
COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning
ICML 2025
Learning Large Graph Property Prediction via Graph Segment Training
NIPS 2023
TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs
NIPS 2023
Compiler Auto-Vectorization with Imitation Learning
NIPS 2019
Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks
ICML 2019