Yichen Zhou

According to our database, Yichen Zhou authored at least 44 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A multi-step regularity assessment and joint prediction system for ordering time series based on entropy and deep learning.

Yichen Zhou, Wenhe Han, Heng Zhou

Auton. Intell. Syst., December, 2024

Approximation trees: statistical reproducibility in model distillation.

Yichen Zhou, Zhengze Zhou, Giles Hooker

Data Min. Knowl. Discov., September, 2024

MetaFormer Baselines for Vision.

Weihao Yu, Chenyang Si, Pan Zhou, Mi Luo, Yichen Zhou, Jiashi Feng, Shuicheng Yan, Xinchao Wang

IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

A terpenoids database with the chemical content as a novel agronomic trait.

Wenqian Li, Yinliang Chen, Ruofei Yang, Zilong Hu, Shaozhong Wei, Sheng Hu, Xinjun Xiong, Meijuan Wang, Ammar Lubeiny, Xiaohua Li, Minglei Feng, Shuang Dong, Xinlu Xie, Chao Nie, Jingyi Zhang, Yunhao Luo, Yichen Zhou, Ruodi Liu, Jinhai Pan, De-Xin Kong, Xuebo Hu

Database J. Biol. Databases Curation, January, 2024

In-Context Fine-Tuning for Time-Series Foundation Models.

Abhimanyu Das, Matthew Faw, Rajat Sen, Yichen Zhou

CoRR, 2024

Robustness to Model Approximation, Learning, and Sample Complexity in Wasserstein Regular MDPs.

Yichen Zhou, Yanglei Song, Serdar Yüksel

CoRR, 2024

An adaptive dimension-reduction Chebyshev metamodel.

Yichen Zhou, Feng Li, Hongfeng Li, Shijun Qu

Adv. Eng. Softw., 2024

Towards Safe and Efficient Last-Mile Delivery: A Multi-Modal Socially Aware Navigation Framework for Autonomous Robots on Pedestrian-Crowded Sidewalks.

Yichen Zhou, Mingxing Wen, Xun Chen, Chunyang Zhao, Jiajie Guo, Jun Zhang, Yufeng Yue, Yingchong Ma

Proceedings of the IEEE International Conference on Cybernetics and Intelligent Systems, 2024

A decoder-only foundation model for time-series forecasting.

Abhimanyu Das, Weihao Kong, Rajat Sen, Yichen Zhou

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Dynamic point cloud compression with spatio-temporal transformer-style modeling.

Yichen Zhou, Xinfeng Zhang, Xiaoqi Ma, Yingzhan Xu, Kai Zhang, Li Zhang

Proceedings of the Data Compression Conference, 2024

2023

Reliability-based design optimization of a car body using dimension- reduced Chebyshev polynomial.

Feng Li, Yichen Zhou, Tonghui Wei, Hongfeng Li

Qual. Reliab. Eng. Int., February, 2023

GCM: Efficient video recognition with glance and combine module.

Yichen Zhou, Ziyuan Huang, Xulei Yang, Marcelo H. Ang, Teck Khim Ng

Pattern Recognit., 2023

Application of a record linkage software to identify mortality of enrolees of large integrated healthcare organisations.

Yichen Zhou, Zhi Liang, Sungching Glenn, Wansu Chen, Fagen Xie

Int. J. Bus. Intell. Data Min., 2023

Generalized Damping Torque Analysis of Ultra-Low Frequency Oscillation in the Jerk Space.

Yichen Zhou, Yang Yang, Tao Zhou, Yonggang Li

CoRR, 2023

Robust distillation for worst-class performance: on the interplay between teacher and student objectives.

Serena Lutong Wang, Harikrishna Narasimhan, Yichen Zhou, Sara Hooker, Michal Lukasik, Aditya Krishna Menon

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Traversability Analysis for Unmanned Ground Vehicles Based on Multi-modal Information Fusion.

Mingxing Wen, Jiajie Guo, Yichen Zhou, Jun Zhang, Yufeng Yue, Danwei Wang

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

ViNavUT: Vison Based Navigation System for Unmanned Tractor in Airport.

Yichen Zhou, Mingxing Wen, Jun Zhang, Danwei Wang

Proceedings of the IEEE International Conference on Cybernetics and Intelligent Systems, 2023

2022

Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution.

Yichen Zhou, Giles Hooker

J. Mach. Learn. Res., 2022

Co-evolution-based parameter learning for remote sensing scene classification.

Di Zhang, Yichen Zhou, Jiaqi Zhao, Yong Zhou

Int. J. Wavelets Multiresolution Inf. Process., 2022

Decision tree boosted varying coefficient models.

Yichen Zhou, Giles Hooker

Data Min. Knowl. Discov., 2022

Robust Distillation for Worst-class Performance.

Serena Lutong Wang, Harikrishna Narasimhan, Yichen Zhou, Sara Hooker, Michal Lukasik, Aditya Krishna Menon

CoRR, 2022

Mugs: A Multi-Granular Self-Supervised Learning Framework.

Pan Zhou, Yichen Zhou, Chenyang Si, Weihao Yu, Teck Khim Ng, Shuicheng Yan

CoRR, 2022

Inception Transformer.

Chenyang Si, Weihao Yu, Pan Zhou, Yichen Zhou, Xinchao Wang, Shuicheng Yan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-Attribute Joint Point Cloud Super-Resolution with Adversarial Feature Graph Networks.

Yichen Zhou, Xinfeng Zhang, Shanshe Wang, Lin Li

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022

MetaFormer is Actually What You Need for Vision.

Weihao Yu, Mi Luo, Pan Zhou, Chenyang Si, Yichen Zhou, Xinchao Wang, Jiashi Feng, Shuicheng Yan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

A Novel Transformers Fault Diagnosis Method Based on Probabilistic Neural Network and Bio-Inspired Optimizer.

Lingyu Tao, Xiaohui Yang, Yichen Zhou, Li Yang

Sensors, 2021

Malicious Mode Attack on EV Coordinated Charging Load and MIADRC Defense Strategy.

Yichen Zhou, Weidong Liu, Jing Ma, Xinghao Zhen, Yonggang Li

CoRR, 2021

Preliminary Study on Forced Oscillation of Power System with Quadratic Nonlinearity.

Yichen Zhou, Jianwei Wu

CoRR, 2021

Distilling Double Descent.

Andrew Cotter, Aditya Krishna Menon, Harikrishna Narasimhan, Ankit Singh Rawat, Sashank J. Reddi, Yichen Zhou

CoRR, 2021

2020

Towards Accurate Human Pose Estimation in Videos of Crowded Scenes.

Li Yuan, Shuning Chang, Xuecheng Nie, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Jiashi Feng, Shuicheng Yan

CoRR, 2020

A Simple Baseline for Pose Tracking in Videos of Crowded Scenes.

Li Yuan, Shuning Chang, Ziyuan Huang, Yichen Zhou, Yunpeng Chen, Xuecheng Nie, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan

CoRR, 2020

Toward Accurate Person-level Action Recognition in Videos of Crowded Scenes.

Li Yuan, Yichen Zhou, Shuning Chang, Ziyuan Huang, Yunpeng Chen, Xuecheng Nie, Tao Wang, Jiashi Feng, Shuicheng Yan

CoRR, 2020

ID Preserving Face Super-Resolution Generative Adversarial Networks.

Jinning Li, Yichen Zhou, Jie Ding, Cen Chen, Xulei Yang

IEEE Access, 2020

Approximate Heavily-Constrained Learning with Lagrange Multiplier Models.

Harikrishna Narasimhan, Andrew Cotter, Yichen Zhou, Serena Lutong Wang, Wenshuo Guo

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Toward Accurate Person-level Action Recognition in Videos of Crowed Scenes.

Li Yuan, Yichen Zhou, Shuning Chang, Ziyuan Huang, Yupeng Chen, Xuecheng Nie, Tao Wang, Jiashi Feng, Shuicheng Yan

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Towards Accurate Human Pose Estimation in Videos of Crowded Scenes.

Shuning Chang, Li Yuan, Xuecheng Nie, Ziyuan Huang, Yichen Zhou, Yupeng Chen, Jiashi Feng, Shuicheng Yan

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

A Simple Baseline for Pose Tracking in Videos of Crowed Scenes.

Li Yuan, Shuning Chang, Ziyuan Huang, Yichen Zhou, Yupeng Chen, Xuecheng Nie, Francis E. H. Tay, Jiashi Feng, Shuicheng Yan

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019

Toward Expressive Multi-Platform Teleoperation: Laban-Inspired Concurrent Operation of Multiple Joints on the Rethink Robotics Baxter Robot in Static and Dynamic Tasks.

Yichen Zhou, Maxwell Asselmeier, Amy LaViers

Proceedings of the 6th International Conference on Movement and Computing, 2019

2018

A Deep-Learning-Based Fashion Attributes Detection Model.

Menglin Jia, Yichen Zhou, Mengyun Shi, Bharath Hariharan

CoRR, 2018

Approximation Trees: Statistical Stability in Model Distillation.

Yichen Zhou, Zhengze Zhou, Giles Hooker

CoRR, 2018

2017

A Data-driven Process Recommender Framework.

Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Semi-Synthetic Trauma Resuscitation Process Data Generator.

Sen Yang, Yichen Zhou, Yifeng Guo, Richard A. Farneth, Ivan Marsic, Randall S. Burd

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

2015

Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition.

Skyler Seto, Wenyu Zhang, Yichen Zhou

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

2011

Seismic Wave Propagation Simulation Using Accelerated Support Operator Rupture Dynamics on Multi-GPU.

Yichen Zhou, Shenyi Song, Tingxing Dong, David A. Yuen

Proceedings of the 14th IEEE International Conference on Computational Science and Engineering, 2011