Tianjian Chen

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 55

Top Topics

Logistic Regression

Visual Analytics

Reinforcement Learning

Top Venues

IEEE Intell. Syst.

ACM Trans. Intell. Syst. Technol.

Publications

Rui Liu, Xuanzhen Xu, Yuwei Shen, Armando Zhu, Chang Yu, Tianjian Chen, Ye Zhang
Enhanced Detection Classification via Clustering SVM for Various Robot Collaboration Task. CoRR (2024)
Mengni Liu, Huiqin Li, Xiaotong Luo, Jieyi Cai, Tianjian Chen, Yubin Xie, Jian Ren, Zhixiang Zuo
RPS: a comprehensive database of RNAs involved in liquid-liquid phase separation. Nucleic Acids Res. 50 (D1) (2022)
Tianjian Chen, Zengwei Lyu, Xiaohui Yuan, Zhenchun Wei, Lei Shi, Yuqi Fan
Edge Collaborative Task Scheduling and Resource Allocation Based on Deep Reinforcement Learning. WASA (3) (2022)
Aswin Raj Giri, Tianjian Chen, Vishnu Priya Rajendran, Alaa Khamis
A Metaheuristic Approach to Emergency Vehicle Dispatch and Routing. SM (2022)
Yang Liu, Xinwei Zhang, Yan Kang, Liping Li, Tianjian Chen, Mingyi Hong, Qiang Yang
FedBCD: A Communication-Efficient Collaborative Learning Framework for Distributed Features. IEEE Trans. Signal Process. 70 (2022)
Li Chen, Tianjian Chen, Ya Zhang, Haichen Lin, Ruihan Wang, Yihang Wang, Hongyu Li, Zhixiang Zuo, Jian Ren, Yubin Xie
TIRSF: a web server for screening gene signatures to predict Tumor immunotherapy response. Nucleic Acids Res. 50 (W1) (2022)
Quan Li, Xiguang Wei, Huanbin Lin, Yang Liu, Tianjian Chen, Xiaojuan Ma
Inspecting the Running Process of Horizontal Federated Learning via Visual Analytics. IEEE Trans. Vis. Comput. Graph. 28 (12) (2022)
Yang Liu, Tao Fan, Tianjian Chen, Qian Xu, Qiang Yang
FATE: An Industrial Grade Platform for Collaborative Learning With Data Protection. J. Mach. Learn. Res. 22 (2021)
Quan Li, Huanbin Lin, Chun Feng Tang, Xiguang Wei, Zhenhui Peng, Xiaojuan Ma, Tianjian Chen
Exploring the "Double-Edged Sword" Effect of Auto-Insight Recommendation in Exploratory Data Analysis. IUI Workshops (2021)
Tianjian Chen, Tianyi Zhang, Matei T. Ciocarlie
Design Paradigms Based on Spring Agonists for Underactuated Robot Hands: Concepts and Application. ICRA (2021)
Xinle Liang, Yang Liu, Jiahuan Luo, Yuanqin He, Tianjian Chen, Qiang Yang
Self-supervised Cross-silo Federated Neural Architecture Search. CoRR (2021)
Kewei Cheng, Tao Fan, Yilun Jin, Yang Liu, Tianjian Chen, Dimitrios Papadopoulos, Qiang Yang
SecureBoost: A Lossless Federated Learning Framework. IEEE Intell. Syst. 36 (6) (2021)
Tianjian Chen, Zhanpeng He, Matei T. Ciocarlie
Co-designing hardware and control for robot hands. Sci. Robotics 6 (54) (2021)
Yang Liu, Anbu Huang, Yun Luo, He Huang, Youzhi Liu, Yuanyuan Chen, Lican Feng, Tianjian Chen, Han Yu, Qiang Yang
Federated Learning-Powered Visual Object Detection for Safety Monitoring. AI Mag. 42 (2) (2021)
Anbu Huang, Yang Liu, Tianjian Chen, Yongkai Zhou, Quan Sun, Hongfeng Chai, Qiang Yang
StarFL: Hybrid Federated Learning Architecture for Smart Urban Computing. ACM Trans. Intell. Syst. Technol. 12 (4) (2021)
Quan Li, Zhenhui Peng, Haipeng Zeng, Qiaoan Chen, Lingling Yi, Ziming Wu, Xiaojuan Ma, Tianjian Chen
Friend Network as Gatekeeper: A Study of WeChat Users' Consumption of Friend-Curated Contents. CCHI (2020)
Tianjian Chen, Zhanpeng He, Matei T. Ciocarlie
Hardware as Policy: Mechanical and Computational Co-Optimization using Deep Reinforcement Learning. CoRL (2020)
Suyi Li, Yong Cheng, Wei Wang, Yang Liu, Tianjian Chen
Learning to Detect Malicious Clients for Robust Federated Learning. CoRR (2020)
Yang Liu, Yan Kang, Chaoping Xing, Tianjian Chen, Qiang Yang
A Secure Federated Transfer Learning Framework. IEEE Intell. Syst. 35 (4) (2020)
Yong Cheng, Yang Liu, Tianjian Chen, Qiang Yang
Federated learning for privacy-preserving AI. Commun. ACM 63 (12) (2020)
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
Privacy-Preserving Technology to Help Millions of People: Federated Prediction Model for Stroke Prevention. CoRR (2020)
Han Yu, Zelei Liu, Yang Liu, Tianjian Chen, Mingshu Cong, Xi Weng, Dusit Niyato, Qiang Yang
A Fairness-aware Incentive Scheme for Federated Learning. AIES (2020)
Qiang Qiang Liu, Quan Li, Chun Feng Tang, Huanbin Lin, Xiaojuan Ma, Tianjian Chen
A Visual Analytics Approach to Scheduling Customized Shuttle Buses via Perceiving Passengers' Travel Demands. IEEE VIS (Short Papers) (2020)
Yang Liu, Anbu Huang, Yun Luo, He Huang, Youzhi Liu, Yuanyuan Chen, Lican Feng, Tianjian Chen, Han Yu, Qiang Yang
FedVision: An Online Visual Object Detection Platform Powered by Federated Learning. AAAI (2020)
Tianjian Chen, Tianyi Zhang, Matei T. Ciocarlie
Design Paradigms Based on Spring Agonists for Underactuated Robot Hands: Concepts and Application. CoRR (2020)
Yang Liu, Zhihao Yi, Tianjian Chen
Backdoor attacks and defenses in feature-partitioned collaborative learning. CoRR (2020)
Qiang Qiang Liu, Quan Li, Chun Feng Tang, Huanbin Lin, Xiaojuan Ma, Tianjian Chen
A Visual Analytics Approach to Scheduling Customized Shuttle Buses via Perceiving Passengers' Travel Demands. CoRR (2020)
Tianjian Chen, Zhanpeng He, Matei T. Ciocarlie
Hardware as Policy: Mechanical and Computational Co-Optimization using Deep Reinforcement Learning. CoRR (2020)
Anbu Huang, Yuanyuan Chen, Yang Liu, Tianjian Chen, Qiang Yang
RPN: A Residual Pooling Network for Efficient Federated Learning. ECAI (2020)
Qiang Qiang Liu, Quan Li, Chun Feng Tang, Huan Bin Lin, Zhenhui Peng, Zhi Wei Li, Tianjian Chen
Visual Analysis of Car-hailing Reimbursement Data for Overtime. EuroVis (Posters) (2020)
Han Yu, Zelei Liu, Yang Liu, Tianjian Chen, Mingshu Cong, Xi Weng, Dusit Niyato, Qiang Yang
A Sustainable Incentive Scheme for Federated Learning. IEEE Intell. Syst. 35 (4) (2020)
Yang Liu, Anbu Huang, Yun Luo, He Huang, Youzhi Liu, Yuanyuan Chen, Lican Feng, Tianjian Chen, Han Yu, Qiang Yang
FedVision: An Online Visual Object Detection Platform Powered by Federated Learning. CoRR (2020)
Anbu Huang, Yuanyuan Chen, Yang Liu, Tianjian Chen, Qiang Yang
RPN: A Residual Pooling Network for Efficient Federated Learning. CoRR (2020)
Yan Kang, Yang Liu, Tianjian Chen
FedMVT: Semi-supervised Vertical Federated Learning with MultiView Training. CoRR (2020)
Quan Li, Huanbin Lin, Xiguang Wei, Yangkun Huang, Lixin Fan, Jian Du, Xiaojuan Ma, Tianjian Chen
MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon. CHI (2020)
Tianjian Chen, Long Wang, Maximilian Haas-Heger, Matei T. Ciocarlie
Underactuation Design for Tendon-Driven Hands via Optimization of Mechanically Realizable Manifolds in Posture and Torque Spaces. IEEE Trans. Robotics 36 (3) (2020)
Quan Li, Zhenhui Peng, Haipeng Zeng, Qiaoan Chen, Lingling Yi, Ziming Wu, Xiaojuan Ma, Tianjian Chen
Friend Network as Gatekeeper: A Study of WeChat Users' Consumption of Friend-Curated Contents. CoRR (2020)
Xinle Liang, Yang Liu, Tianjian Chen, Ming Liu, Qiang Yang
Federated Transfer Reinforcement Learning for Autonomous Driving. CoRR (2019)
Kewei Cheng, Tao Fan, Yilun Jin, Yang Liu, Tianjian Chen, Qiang Yang
SecureBoost: A Lossless Federated Learning Framework. CoRR (2019)
Dashan Gao, Ce Ju, Xiguang Wei, Yang Liu, Tianjian Chen, Qiang Yang
HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography. CoRR (2019)
Tianjian Chen, Long Wang, Maximilian Haas-Heger, Matei T. Ciocarlie
Tendon-driven Underactuated Hand Design via Optimization of Mechanically Realizable Manifolds in Posture and Torque Spaces. CoRR (2019)
Yang Liu, Yan Kang, Xinwei Zhang, Liping Li, Yong Cheng, Tianjian Chen, Mingyi Hong, Qiang Yang
A Communication Efficient Vertical Federated Learning Framework. CoRR (2019)
Suyi Li, Yong Cheng, Yang Liu, Wei Wang, Tianjian Chen
Abnormal Client Behavior Detection in Federated Learning. CoRR (2019)
Kai Yang, Tao Fan, Tianjian Chen, Yuanming Shi, Qiang Yang
A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression. CoRR (2019)
Qiang Yang, Yang Liu, Tianjian Chen, Yongxin Tong
Federated Machine Learning: Concept and Applications. CoRR (2019)
Qiang Yang, Yang Liu, Tianjian Chen, Yongxin Tong
Federated Machine Learning: Concept and Applications. ACM Trans. Intell. Syst. Technol. 10 (2) (2019)
Xiguang Wei, Quan Li, Yang Liu, Han Yu, Tianjian Chen, Qiang Yang
Multi-Agent Visualization for Explaining Federated Learning. IJCAI (2019)
Han Yu, Yang Liu, Xiguang Wei, Chuyu Zheng, Tianjian Chen, Qiang Yang, Xiong Peng
Fair and Explainable Dynamic Engagement of Crowd Workers. IJCAI (2019)
Myunghee Kim, Tianjian Chen, Tianyao Chen, Steven H. Collins
An Ankle-Foot Prosthesis Emulator With Control of Plantarflexion and Inversion-Eversion Torque. IEEE Trans. Robotics 34 (5) (2018)
Tianjian Chen, Matei T. Ciocarlie
Grasping Unknown Objects with Proprioception Using a Series-Elastic-Actuated Gripper. CoRR (2018)
Yang Liu, Tianjian Chen, Qiang Yang
Secure Federated Transfer Learning. CoRR (2018)
Tianjian Chen, Matei T. Ciocarlie
Proprioception-Based Grasping for Unknown Objects Using a Series-Elastic-Actuated Gripper. IROS (2018)
Tianjian Chen, Maximilian Haas-Heger, Matei T. Ciocarlie
Underactuated Hand Design Using Mechanically Realizable Manifolds. ICRA (2018)
Tianjian Chen, Maximilian Haas-Heger, Matei T. Ciocarlie
Underactuated Hand Design Using Mechanically Realizable Manifolds. CoRR (2018)
Wenqian Ji, Yan Tang, Pengju Ma, Shijie Tang, Zhipeng Fang, Xuan Li, Tianjian Chen
A Hybrid Approach for Event Social Influence Visualization. VINCI (2016)
Steven H. Collins, Myunghee Kim, Tianjian Chen, Tianyao Chen
An ankle-foot prosthesis emulator with control of plantarflexion and inversion-eversion torque. ICRA (2015)
Tian Lei, Xu Liu, Lei Wu, Tianjian Chen, Yuhui Wang, Luyao Xiong, Shuaili Wei
The Impact of Natural Utilization of Traditional Chinese Cultural Elements on the User Experience in Mobile Interaction Design. HCI (13) (2015)
Tianjian Chen, Zhengrui Man, Hao Li, Xin Sun, Raymond K. Wong, Zhiwei Yu
Building a Massive Stream Computing Platform for Flexible Applications. BigData Congress (2014)
Tianjian Chen, Jing Cai, Hao Wang, Yu Dong
Instant expert hunting: building an answerer recommender system for a large scale Q&A website. SAC (2014)
Qiwen Liu, Tianjian Chen, Jing Cai, Dianhai Yu
Enlister: baidu's recommender system for the biggest chinese Q&A website. RecSys (2012)
Yanhua Shao, Jianshi Li, Feng Tian, Tianjian Chen, Jinrong Wang
Modeling and Simulation of Dynamic Competition Based on Agent. CSSE (1) (2008)