Xin Yu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Active Learning

Pruning Methods

Pruning Algorithms

Top Venues

Publications

Shibo Li, Xin Yu, Wei W. Xing, Robert M. Kirby, Akil Narayan, Shandian Zhe
Multi-Resolution Active Learning of Fourier Neural Operators. AISTATS (2024)
Shikai Fang, Xin Yu, Zheng Wang, Shibo Li, Mike Kirby, Shandian Zhe
Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data. ICLR (2024)
Junyang Cai, Khai-Nguyen Nguyen, Nishant Shrestha, Aidan Good, Ruisen Tu, Xin Yu, Shandian Zhe, Thiago Serra
Getting Away with More Network Pruning: From Sparsity to Geometry and Linear Regions. CPAIOR (2023)
Shikai Fang, Xin Yu, Shibo Li, Zheng Wang, Mike Kirby, Shandian Zhe
Streaming Factor Trajectory Learning for Temporal Tensor Decomposition. NeurIPS (2023)
Shibo Li, Xin Yu, Wei W. Xing, Mike Kirby, Akil Narayan, Shandian Zhe
Multi-Resolution Active Learning of Fourier Neural Operators. CoRR (2023)
Shikai Fang, Xin Yu, Shibo Li, Zheng Wang, Robert M. Kirby, Shandian Zhe
Streaming Factor Trajectory Learning for Temporal Tensor Decomposition. CoRR (2023)
Junyang Cai, Khai-Nguyen Nguyen, Nishant Shrestha, Aidan Good, Ruisen Tu, Xin Yu, Shandian Zhe, Thiago Serra
Getting Away with More Network Pruning: From Sparsity to Geometry and Linear Regions. CoRR (2023)
Shikai Fang, Xin Yu, Zheng Wang, Shibo Li, Mike Kirby, Shandian Zhe
Functional Bayesian Tucker Decomposition for Continuous-indexed Tensor Data. CoRR (2023)
Xin Yu, Thiago Serra, Srikumar Ramalingam, Shandian Zhe
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks. CoRR (2022)
Shibo Li, Jeff M. Phillips, Xin Yu, Robert M. Kirby, Shandian Zhe
Batch Multi-Fidelity Active Learning with Budget Constraints. CoRR (2022)
Aidan Good, Jiaqi Lin, Hannah Sieg, Mikey Ferguson, Xin Yu, Shandian Zhe, Jerzy Wieczorek, Thiago Serra
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm. CoRR (2022)
Aidan Good, Jiaqi Lin, Xin Yu, Hannah Sieg, Mikey Ferguson, Shandian Zhe, Jerzy Wieczorek, Thiago Serra
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm. NeurIPS (2022)
Xin Yu, Thiago Serra, Srikumar Ramalingam, Shandian Zhe
The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks. ICML (2022)
Shibo Li, Jeff M. Phillips, Xin Yu, Robert M. Kirby, Shandian Zhe
Batch Multi-Fidelity Active Learning with Budget Constraints. NeurIPS (2022)
Thiago Serra, Xin Yu, Abhinav Kumar, Srikumar Ramalingam
Scaling Up Exact Neural Network Compression by ReLU Stability. NeurIPS (2021)