Charith Mendis
6 papers · 2019–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
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 compilation
(1)
tensor processing unit
(1)
performance prediction
(1)
hierarchical lstm
(1)
few-shot fine-tuning
(1)
computational graph
(1)
throughput estimation
(1)
basic block
(1)
processor microarchitecture
(1)
graph property prediction
(1)
cost model
(1)
operator fusion
(1)
data movement
(1)
Papers
VTC: DNN Compilation with Virtual Tensors for Data Movement Elimination
OSDI 2026
COGNATE: Acceleration of Sparse Tensor Programs on Emerging Hardware using Transfer Learning
ICML 2025
Learning Large Graph Property Prediction via Graph Segment Training
NeurIPS 2023
TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs
NeurIPS 2023
Compiler Auto-Vectorization with Imitation Learning
NeurIPS 2019
Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks
ICML 2019