Nicholas Donald Lane

21 papers A* 13Journal 8
YearRankTypeTitle / Venue / Authors
2025 A* conf
DEPT: Decoupled Embeddings for Pre-training Language Models.
ICLR
Alex Iacob, Lorenzo Sani, Meghdad Kurmanji, William F. Shen, Xinchi Qiu, Dongqi Cai, Yan Gao, Nicholas Donald Lane
2025 J jnl
Evidencing Unauthorized Training Data from AI Generated Content using Information Isotopes.
CoRR
Tao Qi, Jinhua Yin, Dongqi Cai, Yueqi Xie, Huili Wang, Hu Zhiyang, Peiru Yang, Guoshun Nan, Zhili Zhou, Shangguang Wang, Lingjuan Lyu, Yongfeng Huang, Nicholas Donald Lane
2025 A* conf
SparsyFed: Sparse Adaptive Federated Learning.
ICLR
Adriano Guastella, Lorenzo Sani, Alex Iacob, Alessio Mora, Paolo Bellavista, Nicholas Donald Lane
2024 J jnl
Attacks on Third-Party APIs of Large Language Models.
CoRR
Wanru Zhao, Vidit Khazanchi, Haodi Xing, Xuanli He, Qiongkai Xu, Nicholas Donald Lane
2024 A* conf
Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages.
ICLR
Wanru Zhao, Yihong Chen, Royson Lee, Xinchi Qiu, Yan Gao, Hongxiang Fan, Nicholas Donald Lane
2024 J jnl
Enhancing Data Quality in Federated Fine-Tuning of Foundation Models.
CoRR
Wanru Zhao, Yaxin Du, Nicholas Donald Lane, Siheng Chen, Yanfeng Wang
2024 A* conf
Recurrent Early Exits for Federated Learning with Heterogeneous Clients.
ICML
Royson Lee, Javier Fernández-Marqués, Shell Xu Hu, Da Li, Stefanos Laskaridis, Lukasz Dudziak, Timothy M. Hospedales, Ferenc Huszár, Nicholas Donald Lane
2024 A* conf
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge.
ICML
Young D. Kwon, Rui Li, Stylianos I. Venieris, Jagmohan Chauhan, Nicholas Donald Lane, Cecilia Mascolo
2024 A* conf
Towards Neural Architecture Search through Hierarchical Generative Modeling.
ICML
Lichuan Xiang, Lukasz Dudziak, Mohamed S. Abdelfattah, Abhinav Mehrotra, Nicholas Donald Lane, Hongkai Wen
2024 J jnl
Worldwide Federated Training of Language Models.
CoRR
Alex Iacob, Lorenzo Sani, Bill Marino, Preslav Aleksandrov, William F. Shen, Nicholas Donald Lane
2023 J jnl
High-throughput Simulation of Federated Learning via Resource-Aware Client Placement.
CoRR
Lorenzo Sani, Pedro Porto Buarque de Gusmão, Alex Iacob, Wanru Zhao, Xinchi Qiu, Yan Gao, Javier Fernández-Marqués, Nicholas Donald Lane
2022 J jnl
BLOX: Macro Neural Architecture Search Benchmark and Algorithms.
CoRR
Thomas Chun-Pong Chau, Lukasz Dudziak, Hongkai Wen, Nicholas Donald Lane, Mohamed S. Abdelfattah
2022 A* conf
Conditioning Sequence-to-sequence Networks with Learned Activations.
ICLR
Alberto Gil Couto Pimentel Ramos, Abhinav Mehrotra, Nicholas Donald Lane, Sourav Bhattacharya
2022 A* conf
Do We Need Anisotropic Graph Neural Networks?
ICLR
Shyam A. Tailor, Felix L. Opolka, Pietro Liò, Nicholas Donald Lane
2022 A* conf
Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients.
ICLR
Milad Alizadeh, Shyam A. Tailor, Luisa M. Zintgraf, Joost van Amersfoort, Sebastian Farquhar, Nicholas Donald Lane, Yarin Gal
2022 J jnl
Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients.
CoRR
Milad Alizadeh, Shyam A. Tailor, Luisa M. Zintgraf, Joost van Amersfoort, Sebastian Farquhar, Nicholas Donald Lane, Yarin Gal
2022 A* conf
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity.
ICLR
Xinchi Qiu, Javier Fernández-Marqués, Pedro P. B. de Gusmao, Yan Gao, Titouan Parcollet, Nicholas Donald Lane
2022 J jnl
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity.
CoRR
Xinchi Qiu, Javier Fernández-Marqués, Pedro Porto Buarque de Gusmão, Yan Gao, Titouan Parcollet, Nicholas Donald Lane
2021 A* conf
Degree-Quant: Quantization-Aware Training for Graph Neural Networks.
ICLR
Shyam Anil Tailor, Javier Fernández-Marqués, Nicholas Donald Lane
2021 A* conf
NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition.
ICLR
Abhinav Mehrotra, Alberto Gil C. P. Ramos, Sourav Bhattacharya, Lukasz Dudziak, Ravichander Vipperla, Thomas Chau, Mohamed S. Abdelfattah, Samin Ishtiaq, Nicholas Donald Lane
2021 A* conf
Zero-Cost Proxies for Lightweight NAS.
ICLR
Mohamed S. Abdelfattah, Abhinav Mehrotra, Lukasz Dudziak, Nicholas Donald Lane