Tianjian Chen

According to our database, Tianjian Chen authored at least 54 papers between 2008 and 2024.

Collaborative distances:

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

2024

Enhanced Detection Classification via Clustering SVM for Various Robot Collaboration Task.

Rui Liu, Xuanzhen Xu, Yuwei Shen, Armando Zhu, Chang Yu, Tianjian Chen, Ye Zhang

CoRR, 2024

2022

Inspecting the Running Process of Horizontal Federated Learning via Visual Analytics.

Quan Li, Xiguang Wei, Huanbin Lin, Yang Liu, Tianjian Chen, Xiaojuan Ma

IEEE Trans. Vis. Comput. Graph., 2022

FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features.

Yang Liu, Xinwei Zhang, Yan Kang, Liping Li, Tianjian Chen, Mingyi Hong, Qiang Yang

IEEE Trans. Signal Process., 2022

RPS: a comprehensive database of RNAs involved in liquid-liquid phase separation.

Mengni Liu, Huiqin Li, Xiaotong Luo, Jieyi Cai, Tianjian Chen, Yubin Xie, Jian Ren, Zhixiang Zuo

Nucleic Acids Res., 2022

TIRSF: a web server for screening gene signatures to predict Tumor immunotherapy response.

Li Chen, Tianjian Chen, Ya Zhang, Haichen Lin, Ruihan Wang, Yihang Wang, Hongyu Li, Zhixiang Zuo, Jian Ren, Yubin Xie

Nucleic Acids Res., 2022

Edge Collaborative Task Scheduling and Resource Allocation Based on Deep Reinforcement Learning.

Tianjian Chen, Zengwei Lyu, Xiaohui Yuan, Zhenchun Wei, Lei Shi, Yuqi Fan

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

A Metaheuristic Approach to Emergency Vehicle Dispatch and Routing.

Aswin Raj Giri, Tianjian Chen, Vishnu Priya Rajendran, Alaa M. Khamis

Proceedings of the IEEE International Conference on Smart Mobility, 2022

2021

StarFL: Hybrid Federated Learning Architecture for Smart Urban Computing.

Anbu Huang, Yang Liu, Tianjian Chen, Yongkai Zhou, Quan Sun, Hongfeng Chai, Qiang Yang

ACM Trans. Intell. Syst. Technol., 2021

Co-designing hardware and control for robot hands.

Tianjian Chen, Zhanpeng He, Matei T. Ciocarlie

Sci. Robotics, 2021

FATE: An Industrial Grade Platform for Collaborative Learning With Data Protection.

Yang Liu, Tao Fan, Tianjian Chen, Qian Xu, Qiang Yang

J. Mach. Learn. Res., 2021

SecureBoost: A Lossless Federated Learning Framework.

Kewei Cheng, Tao Fan, Yilun Jin, Yang Liu, Tianjian Chen, Dimitrios Papadopoulos, Qiang Yang

IEEE Intell. Syst., 2021

Self-supervised Cross-silo Federated Neural Architecture Search.

Xinle Liang, Yang Liu, Jiahuan Luo, Yuanqin He, Tianjian Chen, Qiang Yang

CoRR, 2021

Federated Learning-Powered Visual Object Detection for Safety Monitoring.

Yang Liu, Anbu Huang, Yun Luo, He Huang, Youzhi Liu, Yuanyuan Chen, Lican Feng, Tianjian Chen, Han Yu, Qiang Yang

AI Mag., 2021

Exploring the "Double-Edged Sword" Effect of Auto-Insight Recommendation in Exploratory Data Analysis.

Quan Li, Huanbin Lin, Chun Feng Tang, Xiguang Wei, Zhenhui Peng, Xiaojuan Ma, Tianjian Chen

Proceedings of the Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), 2021

Design Paradigms Based on Spring Agonists for Underactuated Robot Hands: Concepts and Application.

Tianjian Chen, Tianyi Zhang, Matei T. Ciocarlie

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

2020

Underactuation Design for Tendon-Driven Hands via Optimization of Mechanically Realizable Manifolds in Posture and Torque Spaces.

Tianjian Chen, Long Wang, Maximilian Haas-Heger, Matei T. Ciocarlie

IEEE Trans. Robotics, 2020

A Sustainable Incentive Scheme for Federated Learning.

Han Yu, Zelei Liu, Yang Liu, Tianjian Chen, Mingshu Cong, Xi Weng, Dusit Niyato, Qiang Yang

IEEE Intell. Syst., 2020

A Secure Federated Transfer Learning Framework.

Yang Liu, Yan Kang, Chaoping Xing, Tianjian Chen, Qiang Yang

IEEE Intell. Syst., 2020

FedMVT: Semi-supervised Vertical Federated Learning with MultiView Training.

Yan Kang, Yang Liu, Tianjian Chen

CoRR, 2020

Backdoor attacks and defenses in feature-partitioned collaborative learning.

Yang Liu, Zhihao Yi, Tianjian Chen

CoRR, 2020

Privacy-Preserving Technology to Help Millions of People: Federated Prediction Model for Stroke Prevention.

Ce Ju, Ruihui Zhao, Jichao Sun, Xiguang Wei, Bo Zhao, Yang Liu, Hongshan Li, Tianjian Chen, Xinwei Zhang, Dashan Gao, Ben Tan, Han Yu, Yuan Jin

CoRR, 2020

Learning to Detect Malicious Clients for Robust Federated Learning.

Suyi Li, Yong Cheng, Wei Wang, Yang Liu, Tianjian Chen

CoRR, 2020

Warehouse Vis: A Visual Analytics Approach to Facilitating Warehouse Location Selection for Business Districts.

Quan Li, Qiangqiang Liu, Chunfeng Tang, Z. W. Li, S. C. Wei, X. R. Peng, M. H. Zheng, Tianjian Chen, Q. Yang

Comput. Graph. Forum, 2020

Federated learning for privacy-preserving AI.

Yong Cheng, Yang Liu, Tianjian Chen, Qiang Yang

Commun. ACM, 2020

A Visual Analytics Approach to Scheduling Customized Shuttle Buses via Perceiving Passengers' Travel Demands.

Qiang Qiang Liu, Quan Li, Chun Feng Tang, Huanbin Lin, Xiaojuan Ma, Tianjian Chen

Proceedings of the 31st IEEE Visualization Conference, 2020

Visual Analysis of Car-hailing Reimbursement Data for Overtime.

Qiang Qiang Liu, Quan Li, Chun Feng Tang, Huan Bin Lin, Zhenhui Peng, Zhi Wei Li, Tianjian Chen

Proceedings of the 22nd Eurographics Conference on Visualization, 2020

RPN: A Residual Pooling Network for Efficient Federated Learning.

Anbu Huang, Yuanyuan Chen, Yang Liu, Tianjian Chen, Qiang Yang

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Hardware as Policy: Mechanical and Computational Co-Optimization using Deep Reinforcement Learning.

Tianjian Chen, Zhanpeng He, Matei T. Ciocarlie

Proceedings of the 4th Conference on Robot Learning, 2020

MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon.

Quan Li, Huanbin Lin, Xiguang Wei, Yangkun Huang, Lixin Fan, Jian Du, Xiaojuan Ma, Tianjian Chen

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Friend Network as Gatekeeper: A Study of WeChat Users' Consumption of Friend-Curated Contents.

Quan Li, Zhenhui Peng, Haipeng Zeng, Qiaoan Chen, Lingling Yi, Ziming Wu, Xiaojuan Ma, Tianjian Chen

Proceedings of the Chinese CHI 2020: The eighth International Workshop of Chinese CHI, 2020

A Fairness-aware Incentive Scheme for Federated Learning.

Han Yu, Zelei Liu, Yang Liu, Tianjian Chen, Mingshu Cong, Xi Weng, Dusit Niyato, Qiang Yang

Proceedings of the AIES '20: AAAI/ACM Conference on AI, 2020

FedVision: An Online Visual Object Detection Platform Powered by Federated Learning.

Yang Liu, Anbu Huang, Yun Luo, He Huang, Youzhi Liu, Yuanyuan Chen, Lican Feng, Tianjian Chen, Han Yu, Qiang Yang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Federated Learning

Qiang Yang, Yang Liu, Yong Cheng, Yan Kang, Tianjian Chen, Han Yu

Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers, ISBN: 978-3-031-01585-4, 2019

Federated Machine Learning: Concept and Applications.

Qiang Yang, Yang Liu, Tianjian Chen, Yongxin Tong

ACM Trans. Intell. Syst. Technol., 2019

A Communication Efficient Vertical Federated Learning Framework.

Yang Liu, Yan Kang, Xinwei Zhang, Liping Li, Yong Cheng, Tianjian Chen, Mingyi Hong, Qiang Yang

CoRR, 2019

A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression.

Kai Yang, Tao Fan, Tianjian Chen, Yuanming Shi, Qiang Yang

CoRR, 2019

Abnormal Client Behavior Detection in Federated Learning.

Suyi Li, Yong Cheng, Yang Liu, Wei Wang, Tianjian Chen

CoRR, 2019

Federated Transfer Reinforcement Learning for Autonomous Driving.

Xinle Liang, Yang Liu, Tianjian Chen, Ming Liu, Qiang Yang

CoRR, 2019

HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography.

Dashan Gao, Ce Ju, Xiguang Wei, Yang Liu, Tianjian Chen, Qiang Yang

CoRR, 2019

Tendon-driven Underactuated Hand Design via Optimization of Mechanically Realizable Manifolds in Posture and Torque Spaces.

Tianjian Chen, Long Wang, Maximilian Haas-Heger, Matei T. Ciocarlie

CoRR, 2019

SecureBoost: A Lossless Federated Learning Framework.

Kewei Cheng, Tao Fan, Yilun Jin, Yang Liu, Tianjian Chen, Qiang Yang

CoRR, 2019

Multi-Agent Visualization for Explaining Federated Learning.

Xiguang Wei, Quan Li, Yang Liu, Han Yu, Tianjian Chen, Qiang Yang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Fair and Explainable Dynamic Engagement of Crowd Workers.

Han Yu, Yang Liu, Xiguang Wei, Chuyu Zheng, Tianjian Chen, Qiang Yang, Xiong Peng

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

An Ankle-Foot Prosthesis Emulator With Control of Plantarflexion and Inversion-Eversion Torque.

Myunghee Kim, Tianjian Chen, Tianyao Chen, Steven H. Collins

IEEE Trans. Robotics, 2018

Secure Federated Transfer Learning.

Yang Liu, Tianjian Chen, Qiang Yang

CoRR, 2018

Grasping Unknown Objects with Proprioception Using a Series-Elastic-Actuated Gripper.

Tianjian Chen, Matei T. Ciocarlie

CoRR, 2018

Proprioception-Based Grasping for Unknown Objects Using a Series-Elastic-Actuated Gripper.

Tianjian Chen, Matei T. Ciocarlie

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Underactuated Hand Design Using Mechanically Realizable Manifolds.

Tianjian Chen, Maximilian Haas-Heger, Matei T. Ciocarlie

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2016

A Hybrid Approach for Event Social Influence Visualization.

Wenqian Ji, Yan Tang, Pengju Ma, Shijie Tang, Zhipeng Fang, Xuan Li, Tianjian Chen

Proceedings of the 9th International Symposium on Visual Information Communication and Interaction, 2016

2015

The Impact of Natural Utilization of Traditional Chinese Cultural Elements on the User Experience in Mobile Interaction Design.

Tian Lei, Xu Liu, Lei Wu, Tianjian Chen, Yuhui Wang, Luyao Xiong, Shuaili Wei

Proceedings of the Cross-Cultural Design Applications in Mobile Interaction, Education, Health, Transport and Cultural Heritage, 2015

2014

Instant expert hunting: building an answerer recommender system for a large scale Q&A website.

Tianjian Chen, Jing Cai, Hao Wang, Yu Dong

Proceedings of the Symposium on Applied Computing, 2014

Building a Massive Stream Computing Platform for Flexible Applications.

Tianjian Chen, Zhengrui Man, Hao Li, Xin Sun, Raymond K. Wong, Zhiwei Yu

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

2012

Enlister: baidu's recommender system for the biggest chinese Q&A website.

Qiwen Liu, Tianjian Chen, Jing Cai, Dianhai Yu

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

2008

Modeling and Simulation of Dynamic Competition Based on Agent.

Yanhua Shao, Jianshi Li, Feng Tian, Tianjian Chen, Jinrong Wang

Proceedings of the International Conference on Computer Science and Software Engineering, 2008