Hanqing Zeng

Karthik Abinav Sankararaman

IEEE Trans. Parallel Distributed Syst., September, 2023

Mixture of Weak & Strong Experts on Graphs.

[BibT_eX]

[DOI]

CoRR, 2023

On the Equivalence of Graph Convolution and Mixup.

[BibT_eX]

[DOI]

CoRR, 2023

LLM-Rec: Personalized Recommendation via Prompting Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

An Efficient Distributed Graph Engine for Deep Learning on Graphs.

[BibT_eX]

[DOI]

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Generative Graph Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

2022

Low-latency Mini-batch GNN Inference on CPU-FPGA Heterogeneous Platform.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022

Input Feature Pruning for Accelerating GNN Inference on Heterogeneous Platforms.

[BibT_eX]

[DOI]

Jason Yik

Sanmukh R. Kuppannagari

Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022

DecGNN: A Framework for Mapping Decoupled GNN Models onto CPU-FPGA Heterogeneous Platform.

[BibT_eX]

[DOI]

Proceedings of the FPGA '22: The 2022 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Virtual Event, USA, 27 February 2022, 2022

2021

Accelerating Large Scale Real-Time GNN Inference using Channel Pruning.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Accurate, efficient and scalable training of Graph Neural Networks.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2021

Decoupling the Depth and Scope of Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

VTR 8: High-performance CAD and Customizable FPGA Architecture Modelling.

[BibT_eX]

[DOI]

Jean-Philippe Legault

ACM Trans. Reconfigurable Technol. Syst., 2020

GraphSAINT: Graph Sampling Based Inductive Learning Method.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platforms.

[BibT_eX]

[DOI]

Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020

Accelerating Large Scale GCN Inference on FPGA.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

Hardware Acceleration of Large Scale GCN Inference.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Application-specific Systems, 2020

2019

Accurate, Efficient and Scalable Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

SPEC2: SPECtral SParsE CNN Accelerator on FPGAs.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

A Flexible Design Automation Tool for Accelerating Quantized Spectral CNNs.

[BibT_eX]

[DOI]

Rachit Rajat

Proceedings of the 29th International Conference on Field Programmable Logic and Applications, 2019

2018

Throughput-Optimized Frequency Domain CNN with Fixed-Point Quantization on FPGA.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on ReConFigurable Computing and FPGAs, 2018

A Fast and Efficient Parallel Algorithm for Pruned Landmark Labeling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

A Framework for Generating High Throughput CNN Implementations on FPGAs.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

An FPGA framework for edge-centric graph processing.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

2017

Fast generation of high throughput customized deep learning accelerators on FPGAs.

[BibT_eX]

[DOI]

Chi Zhang

Proceedings of the International Conference on ReConFigurable Computing and FPGAs, 2017

Design and implementation of parallel PageRank on multicore platforms.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

Quickly finding a truss in a haystack.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

2002

Multiobjective control of a four-link flexible manipulator: a robust H<sub>∞</sub> approach.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2002

1999

Modeling, identification, and control of a multi-link lightweight manipulator.

[BibT_eX]

[DOI]