Lakshmi Sathidevi

According to our database, Lakshmi Sathidevi authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

2024

LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration.

Ran Liu, Sahil Khose, Jingyun Xiao, Lakshmi Sathidevi, Keerthan Ramnath, Zsolt Kira, Eva L. Dyer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

PreAxC: Error Distribution Prediction for Approximate Computing Quality Control using Graph Neural Networks.

Lakshmi Sathidevi, Abhinav Sharma, Nan Wu, Xun Jiao, Cong Hao

Proceedings of the 24th International Symposium on Quality Electronic Design, 2023

Half-Hop: A graph upsampling approach for slowing down message passing.

Mehdi Azabou, Venkataramana Ganesh, Shantanu Thakoor, Chi-Heng Lin, Lakshmi Sathidevi, Ran Liu, Michal Valko, Petar Velickovic, Eva L. Dyer

Proceedings of the International Conference on Machine Learning, 2023

FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference.

Rishov Sarkar, Stefan Abi-Karam, Yuqi He, Lakshmi Sathidevi, Cong Hao

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

2022

FlowGNN: A Dataflow Architecture for Universal Graph Neural Network Inference via Multi-Queue Streaming.

Rishov Sarkar, Stefan Abi-Karam, Yuqi He, Lakshmi Sathidevi, Cong Hao

CoRR, 2022

GenGNN: A Generic FPGA Framework for Graph Neural Network Acceleration.

Stefan Abi-Karam, Yuqi He, Rishov Sarkar, Lakshmi Sathidevi, Zihang Qiao, Cong Hao

CoRR, 2022

MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction.

Jorge Quesada, Lakshmi Sathidevi, Ran Liu, Nauman Ahad, Joy M. Jackson, Mehdi Azabou, Jingyun Xiao, Christopher Liding, Matthew Jin, Carolina Urzay, William R. Gray Roncal, Erik C. Johnson, Eva L. Dyer

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022