BiX-NAS

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

[NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

[ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework

[ICML'21 Oral] I-BERT: Integer-only BERT Quantization

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices