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List of works by Caiwen Ding

AQ2PNN: Enabling Two-party Privacy-Preserving Deep Neural Network Inference with Adaptive Quantization

scientific article published on 08 December 2023

Evaluating Emerging AI/ML Accelerators: IPU, RDU, and NVIDIA/AMD GPUs

scientific article published on 07 May 2024

MaxK-GNN: Extremely Fast GPU Kernel Design for Accelerating Graph Neural Networks Training

scientific article published on 22 April 2024

Quasar-ViT: Hardware-Oriented Quantization-Aware Architecture Search for Vision Transformers

scientific article published on 03 June 2024

Surrogate Lagrangian Relaxation: A Path to Retrain-Free Deep Neural Network Pruning

scientific article published on 19 September 2023

TANGO: re-thinking quantization for graph neural network training on GPUs

scientific article published on 14 November 2023

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