Guan, Hui

9 publications

NeurIPS 2024 Attack-Resilient Image Watermarking Using Stable Diffusion Lijun Zhang, Xiao Liu, Antoni Viros Martin, Cindy Xiong Bearfield, Yuriy Brun, Hui Guan

NeurIPS 2024 Thinking Forward: Memory-Efficient Federated Finetuning of Language Models Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan

ICML 2023 Automatically Marginalized MCMC in Probabilistic Programming Jinlin Lai, Javier Burroni, Hui Guan, Daniel Sheldon

ICML 2023 Flash: Concept Drift Adaptation in Federated Learning Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan

NeurIPS 2023 Flow: Per-Instance Personalized Federated Learning Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan

AutoML 2022 A Tree-Structured Multi-Task Model Recommender Lijun Zhang, Xiao Liu, Hui Guan

NeurIPS 2022 AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning Lijun Zhang, Xiao Liu, Hui Guan

ICMLW 2022 Improving Subgraph Representation Learning via Multi-View Augmentation Yili Shen, Jiaxu Yan, Cheng-Wei Ju, Jun Yi, Zhou Lin, Hui Guan

NeurIPS 2019 In-Place Zero-Space Memory Protection for CNN Hui Guan, Lin Ning, Zhen Lin, Xipeng Shen, Huiyang Zhou, Seung-Hwan Lim