Nicholas Donald Lane
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
2
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | SparsyFed: Sparse Adaptive Federated Learning. | Adriano Guastella, Lorenzo Sani, Alex Iacob, Alessio Mora, Paolo Bellavista, Nicholas Donald Lane |
| 2025 | ICLR | DEPT: Decoupled Embeddings for Pre-training Language Models. | Alex Iacob, Lorenzo Sani, Meghdad Kurmanji, William F. Shen, Xinchi Qiu, Dongqi Cai, Yan Gao, Nicholas Donald Lane |
| 2024 | ICLR | Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages. | Wanru Zhao, Yihong Chen, Royson Lee, Xinchi Qiu, Yan Gao, Hongxiang Fan, Nicholas Donald Lane |
| 2024 | ICML | TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge. | Young D. Kwon, Rui Li, Stylianos I. Venieris, Jagmohan Chauhan, Nicholas Donald Lane, Cecilia Mascolo |
| 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 |
| 2022 | ICLR | Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients. | Milad Alizadeh, Shyam A. Tailor, Luisa M. Zintgraf, Joost van Amersfoort, Sebastian Farquhar, Nicholas Donald Lane, Yarin Gal |
| 2022 | ICLR | ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity. | Xinchi Qiu, Javier Fernndez-Marqus, Pedro P. B. de Gusmao, Yan Gao, Titouan Parcollet, Nicholas Donald Lane |
| 2022 | ICLR | Conditioning Sequence-to-sequence Networks with Learned Activations. | Alberto Gil Couto Pimentel Ramos, Abhinav Mehrotra, Nicholas Donald Lane, Sourav Bhattacharya |
| 2022 | ICLR | Do We Need Anisotropic Graph Neural Networks? | Shyam A. Tailor, Felix L. Opolka, Pietro Li, Nicholas Donald 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 | ICLR | Degree-Quant: Quantization-Aware Training for Graph Neural Networks. | Shyam Anil Tailor, Javier Fernndez-Marqus, Nicholas Donald Lane |