关注
Tianyi Chen
Tianyi Chen
Senior Researcher, Microsoft, Johns Hopkins University
在 microsoft.com 的电子邮件经过验证
标题
引用次数
引用次数
年份
Only Train Once: A One-Shot Neural Network Training And Pruning Framework
T Chen, B Ji, T Ding, B Fang, G Wang, Z Zhu, L Liang, Y Shi, S Yi, X Tu
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
712021
Generative Adversarial Network for Handwritten Text
B Ji, T Chen
arXiv 1907 (1907.11845), 2019
302019
A Reduced-Space Algorithm for Minimizing -Regularized Convex Functions
T Chen, FE Curtis, DP Robinson
SIAM Journal on Optimization 27 (3), 1583-1610, 2017
252017
Orthant Based Proximal Stochastic Gradient Method for -Regularized Optimization
T Chen, T Ding, B Ji, G Wang, J Tian, Y Shi, S Yi, X Tu, Z Zhu
European Conference on Machine Learning, 2020
20*2020
OTOV2: Automatic, Generic, User-Friendly
T Chen, L Liang, T Ding, Z Zhu, I Zharkov
The Eleventh International Conference on Learning Representations, 2023
162023
Evolution of co-operation among mobile agents with different influence
Z Wang, T Chen, X Wang, J Jin, M Li
Physica A: Statistical Mechanics and its Applications 392 (19), 4655-4662, 2013
152013
Neural network compression via sparse optimization
T Chen, B Ji, Y Shi, T Ding, B Fang, S Yi, X Tu
arXiv preprint arXiv:2011.04868, 2020
142020
FaRSA for ℓ1-regularized convex optimization: local convergence and numerical experience
T Chen, FE Curtis, DP Robinson
Optimization Methods and Software 33 (2), 396-415, 2018
112018
A Fast Reduced-Space Algorithmic Framework for Sparse Optimization
T Chen
Johns Hopkins University, 2018
92018
Transferable adversarial examples can efficiently fool topic models
Z Wang, Y Zheng, H Zhu, C Yang, T Chen
Computers & Security 118, 102749, 2022
82022
A Half-Space Stochastic Projected Gradient Method for Group Sparsity Regularization
T Chen, G Wang, D Tianyu, B Ji, S Yi, Z Zhu
8*2020
Lorashear: Efficient large language model structured pruning and knowledge recovery
T Chen, T Ding, B Yadav, I Zharkov, L Liang
arXiv preprint arXiv:2310.18356, 2023
62023
Sparsity-guided Network Design for Frame Interpolation
T Ding, L Liang, Z Zhu, T Chen, I Zharkov
arXiv preprint arXiv:2209.04551, 2022
52022
FSCNN: A Fast Sparse Convolution Neural Network Inference System
T Chen, Y Shi, S Yi
5*2021
Signature verification
T Chen, S Yi
US Patent 11,450,150, 2022
4*2022
OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators
T Chen, T Ding, Z Zhu, Z Chen, HT Wu, I Zharkov, L Liang
arXiv preprint arXiv:2312.09411, 2023
3*2023
The efficiency spectrum of large language models: An algorithmic survey
T Ding, T Chen, H Zhu, J Jiang, Y Zhong, J Zhou, G Wang, Z Zhu, ...
arXiv preprint arXiv:2312.00678, 2023
32023
An Adaptive Half-Space Projection Method for Stochastic Optimization Problems with Group Sparse Regularization
Y Dai, T Chen, G Wang, D Robinson
Transactions on Machine Learning Research, 2023
32023
System and method for drawing beautification
T Chen, X Tu, S Yi, KT Beck, RL Townsend, ML Fu
US Patent 10,733,710, 2020
22020
MAT: Mixed-Strategy Game of Adversarial Training in Fine-tuning
Z Zhong, T Chen, Z Wang
IJCAI, 2023
12023
系统目前无法执行此操作,请稍后再试。
文章 1–20