Liu, Luyang

7 publications

ICML 2025 Deliberation in Latent Space via Differentiable Cache Augmentation Luyang Liu, Jonas Pfeiffer, Jiaxing Wu, Jun Xie, Arthur Szlam

AAAI 2025 RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs Jiaxing Wu, Lin Ning, Luyang Liu, Harrison Lee, Neo Wu, Chao Wang, Sushant Prakash, Shawn O'Banion, Bradley Green, Jun Xie

NeurIPSW 2024 Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations Neha Kalibhat, Warren Richard Morningstar, Alex Bijamov, Luyang Liu, Karan Singhal, Philip Andrew Mansfield

NeurIPSW 2023 Heterogeneous LoRA for Federated Fine-Tuning of On-Device Foundation Models Yae Jee Cho, Luyang Liu, Zheng Xu, Aldi Fahrezi, Matt Barnes, Gauri Joshi

NeurIPSW 2022 Adaptive Sparse Federated Learning in Large Output Spaces via Hashing Zhaozhuo Xu, Luyang Liu, Zheng Xu, Anshumali Shrivastava

CVPR 2022 Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage Zhuohang Li, Jiaxin Zhang, Luyang Liu, Jian Liu

NeurIPS 2022 FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction Samiul Alam, Luyang Liu, Ming Yan, Mi Zhang