Lukasz Dudziak
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
11
Active years
2019–2024
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | DAC | Hardware-Aware Neural Dropout Search for Reliable Uncertainty Prediction on FPGA. | Zehuan Zhang, Hongxiang Fan, Hao Mark Chen, Lukasz Dudziak, Wayne Luk |
| 2024 | EMNLP | MobileQuant: Mobile-friendly Quantization for On-device Language Models. | Fuwen Tan, Royson Lee, Lukasz Dudziak, Shell Xu Hu, Sourav Bhattacharya, Timothy M. Hospedales, Georgios Tzimiropoulos, Brais Martnez |
| 2024 | ICLR | Neural Fine-Tuning Search for Few-Shot Learning. | Panagiotis Eustratiadis, Lukasz Dudziak, Da Li, Timothy M. Hospedales |
| 2024 | ICML | Recurrent Early Exits for Federated Learning with Heterogeneous Clients. | Royson Lee, Javier Fernndez-Marqus, Shell Xu Hu, Da Li, Stefanos Laskaridis, Lukasz Dudziak, Timothy M. Hospedales, Ferenc Huszr, Nicholas Donald Lane |
| 2024 | ICML | Towards Neural Architecture Search through Hierarchical Generative Modeling. | Lichuan Xiang, Lukasz Dudziak, Mohamed S. Abdelfattah, Abhinav Mehrotra, Nicholas Donald Lane, Hongkai Wen |
| 2023 | AAAI | Zero-Cost Operation Scoring in Differentiable Architecture Search. | Lichuan Xiang, Lukasz Dudziak, Mohamed S. Abdelfattah, Thomas C. P. Chau, Nicholas D. Lane, Hongkai Wen |
| 2022 | ECCV | EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers. | Junting Pan, Adrian Bulat, Fuwen Tan, Xiatian Zhu, Lukasz Dudziak, Hongsheng Li, Georgios Tzimiropoulos, Brais Martnez |
| 2021 | EuroSys | μNAS: Constrained Neural Architecture Search for Microcontrollers. | Edgar Liberis, Lukasz Dudziak, Nicholas D. Lane |
| 2021 | ICLR | Zero-Cost Proxies for Lightweight NAS. | Mohamed S. Abdelfattah, Abhinav Mehrotra, Lukasz Dudziak, Nicholas Donald Lane |
| 2021 | ICLR | NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition. | Abhinav Mehrotra, Alberto Gil C. P. Ramos, Sourav Bhattacharya, Lukasz Dudziak, Ravichander Vipperla, Thomas Chau, Mohamed S. Abdelfattah, Samin Ishtiaq, Nicholas Donald Lane |
| 2021 | IMC | Smart at what cost?: characterising mobile deep neural networks in the wild. | Mrio Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane |
| 2020 | DAC | Best of Both Worlds: AutoML Codesign of a CNN and its Hardware Accelerator. | Mohamed S. Abdelfattah, Lukasz Dudziak, Thomas Chau, Royson Lee, Hyeji Kim, Nicholas D. Lane |
| 2020 | ECCV | Journey Towards Tiny Perceptual Super-Resolution. | Royson Lee, Lukasz Dudziak, Mohamed S. Abdelfattah, Stylianos I. Venieris, Hyeji Kim, Hongkai Wen, Nicholas D. Lane |
| 2020 | FPGA | Codesign-NAS: Automatic FPGA/CNN Codesign Using Neural Architecture Search. | Mohamed S. Abdelfattah, Lukasz Dudziak, Thomas Chau, Royson Lee, Hyeji Kim, Nicholas D. Lane |
| 2020 | Interspeech | Iterative Compression of End-to-End ASR Model Using AutoML. | Abhinav Mehrotra, Lukasz Dudziak, Jinsu Yeo, Young-Yoon Lee, Ravichander Vipperla, Mohamed S. Abdelfattah, Sourav Bhattacharya, Samin Ishtiaq, Alberto Gil C. P. Ramos, SangJeong Lee, Daehyun Kim, Nicholas D. Lane |
| 2019 | ICLR | Dynamic Channel Pruning: Feature Boosting and Suppression. | Xitong Gao, Yiren Zhao, Lukasz Dudziak, Robert Mullins, Cheng-Zhong Xu |
| 2019 | Interspeech | ShrinkML: End-to-End ASR Model Compression Using Reinforcement Learning. | Lukasz Dudziak, Mohamed S. Abdelfattah, Ravichander Vipperla, Stefanos Laskaridis, Nicholas D. Lane |
| 2019 | MOBICOM | MobiSR: Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors. | Royson Lee, Stylianos I. Venieris, Lukasz Dudziak, Sourav Bhattacharya, Nicholas D. Lane |
| 2019 | MOBICOM | Poster: MobiSR - Efficient On-Device Super-Resolution through Heterogeneous Mobile Processors. | Royson Lee, Stylianos I. Venieris, Lukasz Dudziak, Sourav Bhattacharya, Nicholas D. Lane |