Luyang Liu
Luyang Liu is a Research Scientist at Google DeepMind working on foundation models, representation learning, and federated learning.
More info can be found at my Google Scholar page.
Authored Publications
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USER-LLM: Efficient LLM Contextualization with User Embedding
Jiaxing Wu
Neo Wu
Devora Berlowitz
Sushant Prakash
Bradley Green
Shawn O'Banion
Jun Xie
ArXiv (2024) (to appear)
Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models
Yae Jee Cho
Aldi Fahrezi
Gauri Joshi
The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP 2024) (2024)
Augmentations vs Algorithms: What Works in Self-Supervised Learning
Warren Morningstar
Alex Bijamov
Chris Duvarney
Luke Friedman
Neha Kalibhat
Philip Mansfield
Renan Rojas-Gomez
Karan Singhal
Bradley Green
Sushant Prakash
Arxiv (2024) (to appear)
Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage
Zhuohang Li
Jiaxin Zhang
Jian Liu
The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR 2022) (2022)
Smartphone-based Hard Braking Events Detection at Scale for Road Safety Services
David Racz
Julie Michelman
Stefan Mellem
Paul C. Eastham
Bradley Green
Charles Robert Armstrong
Shawn O'Banion
Feng Guo
Transportation Research Part C: Emerging Technologies (2022)
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction
Samiul Alam
Ming Yan
Mi Zhang
Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022) (2022)
EdgeSharing: Edge Assisted Real-time Localization and Object Sharing in Urban Streets
Marco Gruteser
The 40th IEEE International Conference on Computer Communications (IEEE INFOCOM 2021). (2021)
Elf: Accelerate High-resolution Mobile Deep Vision with Content-aware Parallel Offloading
Wuyang Zhang
Zhezhi He
Zhenhua Jia
Yunxin Liu
Marco Gruteser
Dipankar Raychaudhuri
Yanyong Zhang
The 27th Annual International Conference on Mobile Computing and Networking (ACM MobiCom 2021). (2021)
A Field Guide to Federated Optimization
Jianyu Wang
Gauri Joshi
Maruan Al-Shedivat
Galen Andrew
A. Salman Avestimehr
Katharine Daly
Deepesh Data
Suhas Diggavi
Hubert Eichner
Advait Gadhikar
Antonious M. Girgis
Filip Hanzely
Chaoyang He
Samuel Horvath
Martin Jaggi
Tara Javidi
Satyen Chandrakant Kale
Sai Praneeth Karimireddy
Jakub Konečný
Sanmi Koyejo
Tian Li
Peter Richtarik
Karan Singhal
Virginia Smith
Mahdi Soltanolkotabi
Weikang Song
Sebastian Stich
Ameet Talwalkar
Hongyi Wang
Blake Woodworth
Honglin Yuan
Manzil Zaheer
Mi Zhang
Tong Zhang
Chunxiang (Jake) Zheng
Chen Zhu
arxiv (2021)
