Liu, Shiyu

11 publications

AAAI 2025 Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation Shiyu Liu, Daoqiang Zhang, Xiaoke Hao

JAIR 2025 Improving Mutual Information Based Feature Selection by Boosting Unique Relevance Shiyu Liu, Mehul Motani

AISTATS 2025 On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond Dun Zeng, Zenglin Xu, Shiyu Liu, Yu Pan, Qifan Wang, Xiaoying Tang

IJCAI 2024 Meta-Learning via PAC-Bayesian with Data-Dependent Prior: Generalization Bounds from Local Entropy Shiyu Liu, Wei Shi, Zenglin Xu, Shaogao Lv, Yehong Zhang, Hui Wang

WACV 2024 VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data Boyang Wang, Bowen Liu, Shiyu Liu, Fengyu Yang

TMLR 2023 AP: Selective Activation for De-Sparsifying Pruned Networks Shiyu Liu, Rohan Ghosh, Mehul Motani

CVPR 2023 MMVC: Learned Multi-Mode Video Compression with Block-Based Prediction Mode Selection and Density-Adaptive Entropy Coding Bowen Liu, Yu Chen, Rakesh Chowdary Machineni, Shiyu Liu, Hun-Seok Kim

TMLR 2023 Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks Shiyu Liu, Rohan Ghosh, John Chong Min Tan, Mehul Motani

IJCAI 2023 Stability and Generalization of Lp-Regularized Stochastic Learning for GCN Shiyu Liu, Linsen Wei, Shaogao Lv, Ming Li

NeurIPS 2021 ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE Qingzhong Ai, Lirong He, Shiyu Liu, Zenglin Xu

CVPR 2021 Deep Learning in Latent Space for Video Prediction and Compression Bowen Liu, Yu Chen, Shiyu Liu, Hun-Seok Kim