Nicholas Donald Lane

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Weighted Average

Neural Architecture

Top Venues

Publications

Wanru Zhao, Yaxin Du, Nicholas Donald Lane, Siheng Chen, Yanfeng Wang
Enhancing Data Quality in Federated Fine-Tuning of Foundation Models. CoRR (2024)
Wanru Zhao, Yihong Chen, Royson Lee, Xinchi Qiu, Yan Gao, Hongxiang Fan, Nicholas Donald Lane
Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages. ICLR (2024)
Wanru Zhao, Vidit Khazanchi, Haodi Xing, Xuanli He, Qiongkai Xu, Nicholas Donald Lane
Attacks on Third-Party APIs of Large Language Models. CoRR (2024)
Alex Iacob, Lorenzo Sani, Bill Marino, Preslav Aleksandrov, William F. Shen, Nicholas Donald Lane
Worldwide Federated Training of Language Models. CoRR (2024)
Lorenzo Sani, Pedro Porto Buarque de Gusmão, Alex Iacob, Wanru Zhao, Xinchi Qiu, Yan Gao, Javier Fernández-Marquás, Nicholas Donald Lane
High-throughput Simulation of Federated Learning via Resource-Aware Client Placement. CoRR (2023)
Milad Alizadeh, Shyam A. Tailor, Luisa M. Zintgraf, Joost van Amersfoort, Sebastian Farquhar, Nicholas Donald Lane, Yarin Gal
Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients. CoRR (2022)
Xinchi Qiu, Javier Fernández-Marqués, Pedro Porto Buarque de Gusmão, Yan Gao, Titouan Parcollet, Nicholas Donald Lane
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity. CoRR (2022)
Xinchi Qiu, Javier Fernández-Marqués, Pedro P. B. Gusmao, Yan Gao, Titouan Parcollet, Nicholas Donald Lane
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity. ICLR (2022)
Milad Alizadeh, Shyam A. Tailor, Luisa M. Zintgraf, Joost van Amersfoort, Sebastian Farquhar, Nicholas Donald Lane, Yarin Gal
Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients. ICLR (2022)
Thomas Chun-Pong Chau, Lukasz Dudziak, Hongkai Wen, Nicholas Donald Lane, Mohamed S. Abdelfattah
BLOX: Macro Neural Architecture Search Benchmark and Algorithms. CoRR (2022)
Alberto Gil Couto Pimentel Ramos, Abhinav Mehrotra, Nicholas Donald Lane, Sourav Bhattacharya
Conditioning Sequence-to-sequence Networks with Learned Activations. ICLR (2022)
Shyam A. Tailor, Felix L. Opolka, Pietro Liò, Nicholas Donald Lane
Do We Need Anisotropic Graph Neural Networks? ICLR (2022)
Shyam Anil Tailor, Javier Fernández-Marqués, Nicholas Donald Lane
Degree-Quant: Quantization-Aware Training for Graph Neural Networks. ICLR (2021)
Mohamed S. Abdelfattah, Abhinav Mehrotra, Lukasz Dudziak, Nicholas Donald Lane
Zero-Cost Proxies for Lightweight NAS. ICLR (2021)
Abhinav Mehrotra, Alberto Gil C. P. Ramos, Sourav Bhattacharya, Lukasz Dudziak, Ravichander Vipperla, Thomas C. P. Chau, Mohamed S. Abdelfattah, Samin Ishtiaq, Nicholas Donald Lane
NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition. ICLR (2021)