Yichen Chen

According to our database, Yichen Chen authored at least 23 papers between 2014 and 2024.

Collaborative distances:

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

2024

Recent methodological advances in federated learning for healthcare.

Fan Zhang, Daniel Kreuter, Yichen Chen, Sören Dittmer, Samuel Tull, Tolou Shadbahr, Martijn Schut, Folkert W. Asselbergs, Sujoy Kar, Suthesh Sivapalaratnam, Sophie Williams, Mickey Koh, Yvonne Henskens, Bart de Wit, Umberto D'alessandro, Bubacarr Bah, Ousman Secka, Parashkev Nachev, Rajeev Gupta, Sara Trompeter, Nancy Boeckx, Christine van Laer, Gordon A. Awandare, Kwabena Sarpong, Lucas Amenga-Etego, Mathie Leers, Mirelle Huijskens, Samuel McDermott, Willem H. Ouwehand, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb, Nicholas S. Gleadall, Michael Roberts

Patterns, 2024

360ORB-SLAM: A Visual SLAM System for Panoramic Images with Depth Completion Network.

Yichen Chen, Yuqi Pan, Ruyu Liu, Haoyu Zhang, Guodao Zhang, Bo Sun, Jianhua Zhang

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

2023

Recent Methodological Advances in Federated Learning for Healthcare.

Fan Zhang, Daniel Kreuter, Yichen Chen, Sören Dittmer, Samuel Tull, Tolou Shadbahr, BloodCounts Collaboration, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb, Nicholas S. Gleadall, Michael Roberts

CoRR, 2023

Digital Twin Tracking Dataset (DTTD): A New RGB+Depth 3D Dataset for Longer-Range Object Tracking Applications.

Weiyu Feng, Seth Z. Zhao, Chuanyu Pan, Adam Chang, Yichen Chen, Zekun Wang, Allen Y. Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Snowfall Microphysics Characterized by PARSIVEL Disdrometer Observations in Beijing from 2020 to 2022.

Yonghai Shen, Yichen Chen, Yongheng Bi, Daren Lyu, Hongbin Chen, Shu Duan

Remote. Sens., December, 2022

Analyses of DSD Vertical Evolution and Rain Variation Mechanism in Stratiform Cloud Cases Using Micro Rain Radar.

Ningkun Ma, Yichen Chen, Zuo Jia, Liping Liu, Xincheng Ma, Yu Huang

Remote. Sens., 2022

Characteristics of Summer Hailstorms Observed by Radar and Himawari-8 in Beijing, China.

Yingying Jing, Yichen Chen, Xincheng Ma, Jianli Ma, Xia Li, Ningkun Ma, Kai Bi

Remote. Sens., 2022

2021

Hydrometeor Classification of Winter Precipitation in Northern China Based on Multi-Platform Radar Observation System.

Yichen Chen, Xiang'e Liu, Kai Bi, Delong Zhao

Remote. Sens., 2021

2020

On the Complexity of Markov Decision Problems

Yichen Chen

PhD thesis, 2020

Towards a Framework for Automatic Firewalls Configuration via Argumentation Reasoning.

Erisa Karafili, Fulvio Valenza, Yichen Chen, Emil C. Lupu

Proceedings of the NOMS 2020, 2020

2019

Approximation Hardness for A Class of Sparse Optimization Problems.

Yichen Chen, Yinyu Ye, Mengdi Wang

J. Mach. Learn. Res., 2019

Adjustments of multi-sample U-statistics to right censored data and confounding covariates.

Yichen Chen, Somnath Datta

Comput. Stat. Data Anal., 2019

2018

Scalable Bilinear π Learning Using State and Action Features.

Yichen Chen, Lihong Li, Mengdi Wang

CoRR, 2018

Fully Decentralized Authentication and Revocation Scheme in Data Sharing Systems.

Xiehua Li, Jie Jiang, Yichen Chen

Proceedings of the 17th IEEE International Conference On Trust, 2018

Scalable Bilinear Learning Using State and Action Features.

Yichen Chen, Lihong Li, Mengdi Wang

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Lower Bound On the Computational Complexity of Discounted Markov Decision Problems.

Yichen Chen, Mengdi Wang

CoRR, 2017

Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions.

Yichen Chen, Dongdong Ge, Mengdi Wang, Zizhuo Wang, Yinyu Ye, Hao Yin

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

An Improved Method of Genetic Algorithm to Solve the Variable Speed Limit Problem with Constraint Conditions.

Yishui Shui, Fang Li, Yichen Chen, Wei Chen

Int. J. Online Eng., 2016

Stochastic Primal-Dual Methods and Sample Complexity of Reinforcement Learning.

Yichen Chen, Mengdi Wang

CoRR, 2016

An online primal-dual method for discounted Markov decision processes.

Mengdi Wang, Yichen Chen

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015

Random Multi-Constraint Projection: Stochastic Gradient Methods for Convex Optimization with Many Constraints.

Mengdi Wang, Yichen Chen, Jialin Liu, Yuantao Gu

CoRR, 2015

2014

POLA: A privacy-preserving protocol for location-based real-time advertising.

Yiming Pang, Yichen Chen, Peiyuan Liu, Fudong Qiu, Fan Wu, Guihai Chen

Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014

Conventionalizing Common Sense for Chinese Textual Entailment Recognition.

Shengjian Ni, Yichen Chen, Dong-Hong Ji

Proceedings of the Chinese Lexical Semantics - 15th Workshop, 2014