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BibTeX records: Tianjian Chen
@article{DBLP:journals/nar/LiuLLCCXRZ22, author = {Mengni Liu and Huiqin Li and Xiaotong Luo and Jieyi Cai and Tianjian Chen and Yubin Xie and Jian Ren and Zhixiang Zuo}, title = {{RPS:} a comprehensive database of RNAs involved in liquid-liquid phase separation}, journal = {Nucleic Acids Res.}, volume = {50}, number = {{D1}}, pages = {347--355}, year = {2022}, url = {https://doi.org/10.1093/nar/gkab986}, doi = {10.1093/NAR/GKAB986}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nar/LiuLLCCXRZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nar/ChenCZLWWLZRX22, author = {Li Chen and Tianjian Chen and Ya Zhang and Haichen Lin and Ruihan Wang and Yihang Wang and Hongyu Li and Zhixiang Zuo and Jian Ren and Yubin Xie}, title = {{TIRSF:} a web server for screening gene signatures to predict Tumor immunotherapy response}, journal = {Nucleic Acids Res.}, volume = {50}, number = {{W1}}, pages = {761--767}, year = {2022}, url = {https://doi.org/10.1093/nar/gkac374}, doi = {10.1093/NAR/GKAC374}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nar/ChenCZLWWLZRX22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsp/LiuZKLCHY22, author = {Yang Liu and Xinwei Zhang and Yan Kang and Liping Li and Tianjian Chen and Mingyi Hong and Qiang Yang}, title = {FedBCD: {A} Communication-Efficient Collaborative Learning Framework for Distributed Features}, journal = {{IEEE} Trans. Signal Process.}, volume = {70}, pages = {4277--4290}, year = {2022}, url = {https://doi.org/10.1109/TSP.2022.3198176}, doi = {10.1109/TSP.2022.3198176}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsp/LiuZKLCHY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/LiWLLCM22, author = {Quan Li and Xiguang Wei and Huanbin Lin and Yang Liu and Tianjian Chen and Xiaojuan Ma}, title = {Inspecting the Running Process of Horizontal Federated Learning via Visual Analytics}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {28}, number = {12}, pages = {4085--4100}, year = {2022}, url = {https://doi.org/10.1109/TVCG.2021.3074010}, doi = {10.1109/TVCG.2021.3074010}, timestamp = {Thu, 23 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/LiWLLCM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sm/GiriCRK22, author = {Aswin Raj Giri and Tianjian Chen and Vishnu Priya Rajendran and Alaa M. Khamis}, title = {A Metaheuristic Approach to Emergency Vehicle Dispatch and Routing}, booktitle = {{IEEE} International Conference on Smart Mobility, {SM} 2022, New Alamein, Egypt, March 6-7, 2022}, pages = {27--31}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SM55505.2022.9758285}, doi = {10.1109/SM55505.2022.9758285}, timestamp = {Sat, 09 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sm/GiriCRK22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wasa/ChenLYWSF22, author = {Tianjian Chen and Zengwei Lyu and Xiaohui Yuan and Zhenchun Wei and Lei Shi and Yuqi Fan}, editor = {Lei Wang and Michael Segal and Jenhui Chen and Tie Qiu}, title = {Edge Collaborative Task Scheduling and Resource Allocation Based on Deep Reinforcement Learning}, booktitle = {Wireless Algorithms, Systems, and Applications - 17th International Conference, {WASA} 2022, Dalian, China, November 24-26, 2022, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {13473}, pages = {598--606}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-19211-1\_49}, doi = {10.1007/978-3-031-19211-1\_49}, timestamp = {Fri, 18 Nov 2022 20:51:16 +0100}, biburl = {https://dblp.org/rec/conf/wasa/ChenLYWSF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/LiuHLHLCFCYY21, author = {Yang Liu and Anbu Huang and Yun Luo and He Huang and Youzhi Liu and Yuanyuan Chen and Lican Feng and Tianjian Chen and Han Yu and Qiang Yang}, title = {Federated Learning-Powered Visual Object Detection for Safety Monitoring}, journal = {{AI} Mag.}, volume = {42}, number = {2}, pages = {19--27}, year = {2021}, url = {https://doi.org/10.1609/aimag.v42i2.15095}, doi = {10.1609/AIMAG.V42I2.15095}, timestamp = {Wed, 19 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aim/LiuHLHLCFCYY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/ChengFJLCPY21, author = {Kewei Cheng and Tao Fan and Yilun Jin and Yang Liu and Tianjian Chen and Dimitrios Papadopoulos and Qiang Yang}, title = {SecureBoost: {A} Lossless Federated Learning Framework}, journal = {{IEEE} Intell. Syst.}, volume = {36}, number = {6}, pages = {87--98}, year = {2021}, url = {https://doi.org/10.1109/MIS.2021.3082561}, doi = {10.1109/MIS.2021.3082561}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/ChengFJLCPY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/LiuFCXY21, author = {Yang Liu and Tao Fan and Tianjian Chen and Qian Xu and Qiang Yang}, title = {{FATE:} An Industrial Grade Platform for Collaborative Learning With Data Protection}, journal = {J. Mach. Learn. Res.}, volume = {22}, pages = {226:1--226:6}, year = {2021}, url = {http://jmlr.org/papers/v22/20-815.html}, timestamp = {Mon, 12 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/LiuFCXY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/scirobotics/ChenHC21, author = {Tianjian Chen and Zhanpeng He and Matei T. Ciocarlie}, title = {Co-designing hardware and control for robot hands}, journal = {Sci. Robotics}, volume = {6}, number = {54}, pages = {2133}, year = {2021}, url = {https://doi.org/10.1126/scirobotics.abg2133}, doi = {10.1126/SCIROBOTICS.ABG2133}, timestamp = {Thu, 16 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/scirobotics/ChenHC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/HuangLCZSCY21, author = {Anbu Huang and Yang Liu and Tianjian Chen and Yongkai Zhou and Quan Sun and Hongfeng Chai and Qiang Yang}, title = {StarFL: Hybrid Federated Learning Architecture for Smart Urban Computing}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {12}, number = {4}, pages = {43:1--43:23}, year = {2021}, url = {https://doi.org/10.1145/3467956}, doi = {10.1145/3467956}, timestamp = {Sat, 26 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tist/HuangLCZSCY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/ChenZC21, author = {Tianjian Chen and Tianyi Zhang and Matei T. Ciocarlie}, title = {Design Paradigms Based on Spring Agonists for Underactuated Robot Hands: Concepts and Application}, booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA} 2021, Xi'an, China, May 30 - June 5, 2021}, pages = {7100--7106}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICRA48506.2021.9561832}, doi = {10.1109/ICRA48506.2021.9561832}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icra/ChenZC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iui/LiLTWPMC21, author = {Quan Li and Huanbin Lin and Chun Feng Tang and Xiguang Wei and Zhenhui Peng and Xiaojuan Ma and Tianjian Chen}, editor = {Dorota Glowacka and Vinayak R. Krishnamurthy}, title = {Exploring the "Double-Edged Sword" Effect of Auto-Insight Recommendation in Exploratory Data Analysis}, booktitle = {Joint Proceedings of the {ACM} {IUI} 2021 Workshops co-located with 26th {ACM} Conference on Intelligent User Interfaces {(ACM} {IUI} 2021), College Station, United States, April 13-17, 2021}, series = {{CEUR} Workshop Proceedings}, volume = {2903}, publisher = {CEUR-WS.org}, year = {2021}, url = {https://ceur-ws.org/Vol-2903/IUI21WS-ESIDA-2.pdf}, timestamp = {Fri, 10 Mar 2023 16:23:10 +0100}, biburl = {https://dblp.org/rec/conf/iui/LiLTWPMC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-11896, author = {Xinle Liang and Yang Liu and Jiahuan Luo and Yuanqin He and Tianjian Chen and Qiang Yang}, title = {Self-supervised Cross-silo Federated Neural Architecture Search}, journal = {CoRR}, volume = {abs/2101.11896}, year = {2021}, url = {https://arxiv.org/abs/2101.11896}, eprinttype = {arXiv}, eprint = {2101.11896}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-11896.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cacm/ChengLCY20, author = {Yong Cheng and Yang Liu and Tianjian Chen and Qiang Yang}, title = {Federated learning for privacy-preserving {AI}}, journal = {Commun. {ACM}}, volume = {63}, number = {12}, pages = {33--36}, year = {2020}, url = {https://doi.org/10.1145/3387107}, doi = {10.1145/3387107}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cacm/ChengLCY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/LiLTLWPZCY20, author = {Quan Li and Qiangqiang Liu and Chunfeng Tang and Z. W. Li and S. C. Wei and X. R. Peng and M. H. Zheng and Tianjian Chen and Q. Yang}, title = {Warehouse Vis: {A} Visual Analytics Approach to Facilitating Warehouse Location Selection for Business Districts}, journal = {Comput. Graph. Forum}, volume = {39}, number = {3}, pages = {483--495}, year = {2020}, url = {https://doi.org/10.1111/cgf.13996}, doi = {10.1111/CGF.13996}, timestamp = {Tue, 23 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/LiLTLWPZCY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/YuLLCCWNY20, author = {Han Yu and Zelei Liu and Yang Liu and Tianjian Chen and Mingshu Cong and Xi Weng and Dusit Niyato and Qiang Yang}, title = {A Sustainable Incentive Scheme for Federated Learning}, journal = {{IEEE} Intell. Syst.}, volume = {35}, number = {4}, pages = {58--69}, year = {2020}, url = {https://doi.org/10.1109/MIS.2020.2987774}, doi = {10.1109/MIS.2020.2987774}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/YuLLCCWNY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/LiuKXCY20, author = {Yang Liu and Yan Kang and Chaoping Xing and Tianjian Chen and Qiang Yang}, title = {A Secure Federated Transfer Learning Framework}, journal = {{IEEE} Intell. Syst.}, volume = {35}, number = {4}, pages = {70--82}, year = {2020}, url = {https://doi.org/10.1109/MIS.2020.2988525}, doi = {10.1109/MIS.2020.2988525}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/LiuKXCY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/trob/ChenWHC20, author = {Tianjian Chen and Long Wang and Maximilian Haas{-}Heger and Matei T. Ciocarlie}, title = {Underactuation Design for Tendon-Driven Hands via Optimization of Mechanically Realizable Manifolds in Posture and Torque Spaces}, journal = {{IEEE} Trans. Robotics}, volume = {36}, number = {3}, pages = {708--723}, year = {2020}, url = {https://doi.org/10.1109/TRO.2020.2971428}, doi = {10.1109/TRO.2020.2971428}, timestamp = {Wed, 15 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/trob/ChenWHC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LiuHLHLCFCYY20, author = {Yang Liu and Anbu Huang and Yun Luo and He Huang and Youzhi Liu and Yuanyuan Chen and Lican Feng and Tianjian Chen and Han Yu and Qiang Yang}, title = {FedVision: An Online Visual Object Detection Platform Powered by Federated Learning}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {13172--13179}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i08.7021}, doi = {10.1609/AAAI.V34I08.7021}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LiuHLHLCFCYY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aies/0001LLCCWNY20, author = {Han Yu and Zelei Liu and Yang Liu and Tianjian Chen and Mingshu Cong and Xi Weng and Dusit Niyato and Qiang Yang}, editor = {Annette N. Markham and Julia Powles and Toby Walsh and Anne L. Washington}, title = {A Fairness-aware Incentive Scheme for Federated Learning}, booktitle = {{AIES} '20: {AAAI/ACM} Conference on AI, Ethics, and Society, New York, NY, USA, February 7-8, 2020}, pages = {393--399}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3375627.3375840}, doi = {10.1145/3375627.3375840}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aies/0001LLCCWNY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cchi/LiPZCYWMC20, author = {Quan Li and Zhenhui Peng and Haipeng Zeng and Qiaoan Chen and Lingling Yi and Ziming Wu and Xiaojuan Ma and Tianjian Chen}, title = {Friend Network as Gatekeeper: {A} Study of WeChat Users' Consumption of Friend-Curated Contents}, booktitle = {Chinese {CHI} 2020: The eighth International Workshop of Chinese CHI, Honolulu, HI, USA, April, 2020}, pages = {21--31}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3403676.3403679}, doi = {10.1145/3403676.3403679}, timestamp = {Thu, 10 Feb 2022 11:04:20 +0100}, biburl = {https://dblp.org/rec/conf/cchi/LiPZCYWMC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chi/LiLWHFDMC20, author = {Quan Li and Huanbin Lin and Xiguang Wei and Yangkun Huang and Lixin Fan and Jian Du and Xiaojuan Ma and Tianjian Chen}, editor = {Regina Bernhaupt and Florian 'Floyd' Mueller and David Verweij and Josh Andres and Joanna McGrenere and Andy Cockburn and Ignacio Avellino and Alix Goguey and Pernille Bj{\o}n and Shengdong Zhao and Briane Paul Samson and Rafal Kocielnik}, title = {MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon}, booktitle = {{CHI} '20: {CHI} Conference on Human Factors in Computing Systems, Honolulu, HI, USA, April 25-30, 2020}, pages = {1--12}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3313831.3376281}, doi = {10.1145/3313831.3376281}, timestamp = {Wed, 04 May 2022 13:02:17 +0200}, biburl = {https://dblp.org/rec/conf/chi/LiLWHFDMC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/corl/ChenHC20, author = {Tianjian Chen and Zhanpeng He and Matei T. Ciocarlie}, editor = {Jens Kober and Fabio Ramos and Claire J. Tomlin}, title = {Hardware as Policy: Mechanical and Computational Co-Optimization using Deep Reinforcement Learning}, booktitle = {4th Conference on Robot Learning, CoRL 2020, 16-18 November 2020, Virtual Event / Cambridge, MA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {155}, pages = {1158--1173}, publisher = {{PMLR}}, year = {2020}, url = {https://proceedings.mlr.press/v155/chen21a.html}, timestamp = {Tue, 18 Oct 2022 08:35:37 +0200}, biburl = {https://dblp.org/rec/conf/corl/ChenHC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/HuangCLCY20, author = {Anbu Huang and Yuanyuan Chen and Yang Liu and Tianjian Chen and Qiang Yang}, editor = {Giuseppe De Giacomo and Alejandro Catal{\'{a}} and Bistra Dilkina and Michela Milano and Sen{\'{e}}n Barro and Alberto Bugar{\'{\i}}n and J{\'{e}}r{\^{o}}me Lang}, title = {{RPN:} {A} Residual Pooling Network for Efficient Federated Learning}, booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence {(PAIS} 2020)}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {325}, pages = {1223--1229}, publisher = {{IOS} Press}, year = {2020}, url = {https://doi.org/10.3233/FAIA200222}, doi = {10.3233/FAIA200222}, timestamp = {Fri, 09 Apr 2021 18:50:05 +0200}, biburl = {https://dblp.org/rec/conf/ecai/HuangCLCY20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vissym/LiuLTLPLC20, author = {Qiang Qiang Liu and Quan Li and Chun Feng Tang and Huan Bin Lin and Zhenhui Peng and Zhi Wei Li and Tianjian Chen}, editor = {Jan Byska and Stefan J{\"{a}}nicke}, title = {Visual Analysis of Car-hailing Reimbursement Data for Overtime}, booktitle = {22nd Eurographics Conference on Visualization, EuroVis 2020 - Posters, Norrk{\"{o}}ping, Sweden, May 25-29, 2020 [online only]}, pages = {21--23}, publisher = {Eurographics Association}, year = {2020}, url = {https://doi.org/10.2312/eurp.20201119}, doi = {10.2312/EURP.20201119}, timestamp = {Mon, 06 Feb 2023 12:28:38 +0100}, biburl = {https://dblp.org/rec/conf/vissym/LiuLTLPLC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/visualization/LiuLTLMC20, author = {Qiang Qiang Liu and Quan Li and Chun Feng Tang and Huanbin Lin and Xiaojuan Ma and Tianjian Chen}, title = {A Visual Analytics Approach to Scheduling Customized Shuttle Buses via Perceiving Passengers' Travel Demands}, booktitle = {31st {IEEE} Visualization Conference, {IEEE} {VIS} 2020 - Short Papers, Virtual Event, USA, October 25-30, 2020}, pages = {76--80}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/VIS47514.2020.00022}, doi = {10.1109/VIS47514.2020.00022}, timestamp = {Tue, 09 Feb 2021 15:32:14 +0100}, biburl = {https://dblp.org/rec/conf/visualization/LiuLTLMC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-06202, author = {Yang Liu and Anbu Huang and Yun Luo and He Huang and Youzhi Liu and Yuanyuan Chen and Lican Feng and Tianjian Chen and Han Yu and Qiang Yang}, title = {FedVision: An Online Visual Object Detection Platform Powered by Federated Learning}, journal = {CoRR}, volume = {abs/2001.06202}, year = {2020}, url = {https://arxiv.org/abs/2001.06202}, eprinttype = {arXiv}, eprint = {2001.06202}, timestamp = {Wed, 22 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-06202.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-08600, author = {Anbu Huang and Yuanyuan Chen and Yang Liu and Tianjian Chen and Qiang Yang}, title = {{RPN:} {A} Residual Pooling Network for Efficient Federated Learning}, journal = {CoRR}, volume = {abs/2001.08600}, year = {2020}, url = {https://arxiv.org/abs/2001.08600}, eprinttype = {arXiv}, eprint = {2001.08600}, timestamp = {Wed, 22 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-08600.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2002-00211, author = {Suyi Li and Yong Cheng and Wei Wang and Yang Liu and Tianjian Chen}, title = {Learning to Detect Malicious Clients for Robust Federated Learning}, journal = {CoRR}, volume = {abs/2002.00211}, year = {2020}, url = {https://arxiv.org/abs/2002.00211}, eprinttype = {arXiv}, eprint = {2002.00211}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2002-00211.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-10517, author = {Ce Ju and Ruihui Zhao and Jichao Sun and Xiguang Wei and Bo Zhao and Yang Liu and Hongshan Li and Tianjian Chen and Xinwei Zhang and Dashan Gao and Ben Tan and Han Yu and Yuan Jin}, title = {Privacy-Preserving Technology to Help Millions of People: Federated Prediction Model for Stroke Prevention}, journal = {CoRR}, volume = {abs/2006.10517}, year = {2020}, url = {https://arxiv.org/abs/2006.10517}, eprinttype = {arXiv}, eprint = {2006.10517}, timestamp = {Thu, 23 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-10517.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-03608, author = {Yang Liu and Zhihao Yi and Tianjian Chen}, title = {Backdoor attacks and defenses in feature-partitioned collaborative learning}, journal = {CoRR}, volume = {abs/2007.03608}, year = {2020}, url = {https://arxiv.org/abs/2007.03608}, eprinttype = {arXiv}, eprint = {2007.03608}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-03608.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-04460, author = {Tianjian Chen and Zhanpeng He and Matei T. Ciocarlie}, title = {Hardware as Policy: Mechanical and Computational Co-Optimization using Deep Reinforcement Learning}, journal = {CoRR}, volume = {abs/2008.04460}, year = {2020}, url = {https://arxiv.org/abs/2008.04460}, eprinttype = {arXiv}, eprint = {2008.04460}, timestamp = {Fri, 14 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-04460.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2008-10838, author = {Yan Kang and Yang Liu and Tianjian Chen}, title = {FedMVT: Semi-supervised Vertical Federated Learning with MultiView Training}, journal = {CoRR}, volume = {abs/2008.10838}, year = {2020}, url = {https://arxiv.org/abs/2008.10838}, eprinttype = {arXiv}, eprint = {2008.10838}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2008-10838.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-02531, author = {Quan Li and Zhenhui Peng and Haipeng Zeng and Qiaoan Chen and Lingling Yi and Ziming Wu and Xiaojuan Ma and Tianjian Chen}, title = {Friend Network as Gatekeeper: {A} Study of WeChat Users' Consumption of Friend-Curated Contents}, journal = {CoRR}, volume = {abs/2009.02531}, year = {2020}, url = {https://arxiv.org/abs/2009.02531}, eprinttype = {arXiv}, eprint = {2009.02531}, timestamp = {Wed, 16 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-02531.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-02538, author = {Qiang Qiang Liu and Quan Li and Chun Feng Tang and Huanbin Lin and Xiaojuan Ma and Tianjian Chen}, title = {A Visual Analytics Approach to Scheduling Customized Shuttle Buses via Perceiving Passengers' Travel Demands}, journal = {CoRR}, volume = {abs/2009.02538}, year = {2020}, url = {https://arxiv.org/abs/2009.02538}, eprinttype = {arXiv}, eprint = {2009.02538}, timestamp = {Wed, 16 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-02538.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-01483, author = {Tianjian Chen and Tianyi Zhang and Matei T. Ciocarlie}, title = {Design Paradigms Based on Spring Agonists for Underactuated Robot Hands: Concepts and Application}, journal = {CoRR}, volume = {abs/2011.01483}, year = {2020}, url = {https://arxiv.org/abs/2011.01483}, eprinttype = {arXiv}, eprint = {2011.01483}, timestamp = {Fri, 13 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-01483.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/synthesis/2019YangLCKCY, author = {Qiang Yang and Yang Liu and Yong Cheng and Yan Kang and Tianjian Chen and Han Yu}, title = {Federated Learning}, series = {Synthesis Lectures on Artificial Intelligence and Machine Learning}, publisher = {Morgan {\&} Claypool Publishers}, year = {2019}, url = {https://doi.org/10.2200/S00960ED2V01Y201910AIM043}, doi = {10.2200/S00960ED2V01Y201910AIM043}, isbn = {978-3-031-00457-5}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/series/synthesis/2019YangLCKCY.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/YangLCT19, author = {Qiang Yang and Yang Liu and Tianjian Chen and Yongxin Tong}, title = {Federated Machine Learning: Concept and Applications}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {10}, number = {2}, pages = {12:1--12:19}, year = {2019}, url = {https://doi.org/10.1145/3298981}, doi = {10.1145/3298981}, timestamp = {Thu, 13 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tist/YangLCT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/WeiLL0CY19, author = {Xiguang Wei and Quan Li and Yang Liu and Han Yu and Tianjian Chen and Qiang Yang}, editor = {Sarit Kraus}, title = {Multi-Agent Visualization for Explaining Federated Learning}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {6572--6574}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/960}, doi = {10.24963/IJCAI.2019/960}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/WeiLL0CY19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/0001LWZCYP19, author = {Han Yu and Yang Liu and Xiguang Wei and Chuyu Zheng and Tianjian Chen and Qiang Yang and Xiong Peng}, editor = {Sarit Kraus}, title = {Fair and Explainable Dynamic Engagement of Crowd Workers}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {6575--6577}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/961}, doi = {10.24963/IJCAI.2019/961}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/0001LWZCYP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1901-08755, author = {Kewei Cheng and Tao Fan and Yilun Jin and Yang Liu and Tianjian Chen and Qiang Yang}, title = {SecureBoost: {A} Lossless Federated Learning Framework}, journal = {CoRR}, volume = {abs/1901.08755}, year = {2019}, url = {http://arxiv.org/abs/1901.08755}, eprinttype = {arXiv}, eprint = {1901.08755}, timestamp = {Thu, 27 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1901-08755.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-04885, author = {Qiang Yang and Yang Liu and Tianjian Chen and Yongxin Tong}, title = {Federated Machine Learning: Concept and Applications}, journal = {CoRR}, volume = {abs/1902.04885}, year = {2019}, url = {http://arxiv.org/abs/1902.04885}, eprinttype = {arXiv}, eprint = {1902.04885}, timestamp = {Thu, 27 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-04885.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-11293, author = {Tianjian Chen and Long Wang and Maximilian Haas{-}Heger and Matei T. Ciocarlie}, title = {Tendon-driven Underactuated Hand Design via Optimization of Mechanically Realizable Manifolds in Posture and Torque Spaces}, journal = {CoRR}, volume = {abs/1905.11293}, year = {2019}, url = {http://arxiv.org/abs/1905.11293}, eprinttype = {arXiv}, eprint = {1905.11293}, timestamp = {Wed, 01 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-11293.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-05784, author = {Dashan Gao and Ce Ju and Xiguang Wei and Yang Liu and Tianjian Chen and Qiang Yang}, title = {{HHHFL:} Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography}, journal = {CoRR}, volume = {abs/1909.05784}, year = {2019}, url = {http://arxiv.org/abs/1909.05784}, eprinttype = {arXiv}, eprint = {1909.05784}, timestamp = {Thu, 23 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-05784.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-06001, author = {Xinle Liang and Yang Liu and Tianjian Chen and Ming Liu and Qiang Yang}, title = {Federated Transfer Reinforcement Learning for Autonomous Driving}, journal = {CoRR}, volume = {abs/1910.06001}, year = {2019}, url = {http://arxiv.org/abs/1910.06001}, eprinttype = {arXiv}, eprint = {1910.06001}, timestamp = {Thu, 27 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-06001.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-09933, author = {Suyi Li and Yong Cheng and Yang Liu and Wei Wang and Tianjian Chen}, title = {Abnormal Client Behavior Detection in Federated Learning}, journal = {CoRR}, volume = {abs/1910.09933}, year = {2019}, url = {http://arxiv.org/abs/1910.09933}, eprinttype = {arXiv}, eprint = {1910.09933}, timestamp = {Tue, 28 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-09933.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-00513, author = {Kai Yang and Tao Fan and Tianjian Chen and Yuanming Shi and Qiang Yang}, title = {A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression}, journal = {CoRR}, volume = {abs/1912.00513}, year = {2019}, url = {http://arxiv.org/abs/1912.00513}, eprinttype = {arXiv}, eprint = {1912.00513}, timestamp = {Wed, 12 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-00513.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1912-11187, author = {Yang Liu and Yan Kang and Xinwei Zhang and Liping Li and Yong Cheng and Tianjian Chen and Mingyi Hong and Qiang Yang}, title = {A Communication Efficient Vertical Federated Learning Framework}, journal = {CoRR}, volume = {abs/1912.11187}, year = {2019}, url = {http://arxiv.org/abs/1912.11187}, eprinttype = {arXiv}, eprint = {1912.11187}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1912-11187.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/trob/KimCCC18, author = {Myunghee Kim and Tianjian Chen and Tianyao Chen and Steven H. Collins}, title = {An Ankle-Foot Prosthesis Emulator With Control of Plantarflexion and Inversion-Eversion Torque}, journal = {{IEEE} Trans. Robotics}, volume = {34}, number = {5}, pages = {1183--1194}, year = {2018}, url = {https://doi.org/10.1109/TRO.2018.2830372}, doi = {10.1109/TRO.2018.2830372}, timestamp = {Sat, 24 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/trob/KimCCC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/ChenHC18, author = {Tianjian Chen and Maximilian Haas{-}Heger and Matei T. Ciocarlie}, title = {Underactuated Hand Design Using Mechanically Realizable Manifolds}, booktitle = {2018 {IEEE} International Conference on Robotics and Automation, {ICRA} 2018, Brisbane, Australia, May 21-25, 2018}, pages = {7392--7398}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICRA.2018.8462972}, doi = {10.1109/ICRA.2018.8462972}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/icra/ChenHC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/ChenC18, author = {Tianjian Chen and Matei T. Ciocarlie}, title = {Proprioception-Based Grasping for Unknown Objects Using a Series-Elastic-Actuated Gripper}, booktitle = {2018 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2018, Madrid, Spain, October 1-5, 2018}, pages = {6675--6681}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/IROS.2018.8593787}, doi = {10.1109/IROS.2018.8593787}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/iros/ChenC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-09665, author = {Tianjian Chen and Maximilian Haas{-}Heger and Matei T. Ciocarlie}, title = {Underactuated Hand Design Using Mechanically Realizable Manifolds}, journal = {CoRR}, volume = {abs/1803.09665}, year = {2018}, url = {http://arxiv.org/abs/1803.09665}, eprinttype = {arXiv}, eprint = {1803.09665}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-09665.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-09674, author = {Tianjian Chen and Matei T. Ciocarlie}, title = {Grasping Unknown Objects with Proprioception Using a Series-Elastic-Actuated Gripper}, journal = {CoRR}, volume = {abs/1803.09674}, year = {2018}, url = {http://arxiv.org/abs/1803.09674}, eprinttype = {arXiv}, eprint = {1803.09674}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-09674.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1812-03337, author = {Yang Liu and Tianjian Chen and Qiang Yang}, title = {Secure Federated Transfer Learning}, journal = {CoRR}, volume = {abs/1812.03337}, year = {2018}, url = {http://arxiv.org/abs/1812.03337}, eprinttype = {arXiv}, eprint = {1812.03337}, timestamp = {Thu, 27 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1812-03337.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vinci/JiTMTFLC16, author = {Wenqian Ji and Yan Tang and Pengju Ma and Shijie Tang and Zhipeng Fang and Xuan Li and Tianjian Chen}, editor = {Andreas Kerren and Kang Zhang}, title = {A Hybrid Approach for Event Social Influence Visualization}, booktitle = {Proceedings of the 9th International Symposium on Visual Information Communication and Interaction, {VINCI} 2016, Dallas, TX, USA, September 24-26, 2016}, pages = {117--121}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2968220.2968246}, doi = {10.1145/2968220.2968246}, timestamp = {Tue, 06 Nov 2018 16:57:23 +0100}, biburl = {https://dblp.org/rec/conf/vinci/JiTMTFLC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hci/LeiLWCWXW15, author = {Tian Lei and Xu Liu and Lei Wu and Tianjian Chen and Yuhui Wang and Luyao Xiong and Shuaili Wei}, editor = {Pei{-}Luen Patrick Rau}, title = {The Impact of Natural Utilization of Traditional Chinese Cultural Elements on the User Experience in Mobile Interaction Design}, booktitle = {Cross-Cultural Design Applications in Mobile Interaction, Education, Health, Transport and Cultural Heritage - 7th International Conference, {CCD} 2015, Held as Part of {HCI} International 2015, Los Angeles, CA, USA, August 2-7, 2015, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9181}, pages = {46--56}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-20934-0\_5}, doi = {10.1007/978-3-319-20934-0\_5}, timestamp = {Tue, 14 May 2019 10:00:43 +0200}, biburl = {https://dblp.org/rec/conf/hci/LeiLWCWXW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/CollinsKCC15, author = {Steven H. Collins and Myunghee Kim and Tianjian Chen and Tianyao Chen}, title = {An ankle-foot prosthesis emulator with control of plantarflexion and inversion-eversion torque}, booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA} 2015, Seattle, WA, USA, 26-30 May, 2015}, pages = {1210--1216}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ICRA.2015.7139345}, doi = {10.1109/ICRA.2015.7139345}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icra/CollinsKCC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdata/ChenMLSWY14, author = {Tianjian Chen and Zhengrui Man and Hao Li and Xin Sun and Raymond K. Wong and Zhiwei Yu}, title = {Building a Massive Stream Computing Platform for Flexible Applications}, booktitle = {2014 {IEEE} International Congress on Big Data, Anchorage, AK, USA, June 27 - July 2, 2014}, pages = {414--421}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/BigData.Congress.2014.67}, doi = {10.1109/BIGDATA.CONGRESS.2014.67}, timestamp = {Thu, 24 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdata/ChenMLSWY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sac/ChenCWD14, author = {Tianjian Chen and Jing Cai and Hao Wang and Yu Dong}, editor = {Yookun Cho and Sung Y. Shin and Sang{-}Wook Kim and Chih{-}Cheng Hung and Jiman Hong}, title = {Instant expert hunting: building an answerer recommender system for a large scale Q{\&}A website}, booktitle = {Symposium on Applied Computing, {SAC} 2014, Gyeongju, Republic of Korea - March 24 - 28, 2014}, pages = {260--265}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2554850.2554915}, doi = {10.1145/2554850.2554915}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sac/ChenCWD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/LiuCCY12, author = {Qiwen Liu and Tianjian Chen and Jing Cai and Dianhai Yu}, editor = {Padraig Cunningham and Neil J. Hurley and Ido Guy and Sarabjot Singh Anand}, title = {Enlister: baidu's recommender system for the biggest chinese Q{\&}A website}, booktitle = {Sixth {ACM} Conference on Recommender Systems, RecSys '12, Dublin, Ireland, September 9-13, 2012}, pages = {285--288}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2365952.2366016}, doi = {10.1145/2365952.2366016}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/recsys/LiuCCY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/csse/ShaoLTCW08, author = {Yanhua Shao and Jianshi Li and Feng Tian and Tianjian Chen and Jinrong Wang}, title = {Modeling and Simulation of Dynamic Competition Based on Agent}, booktitle = {International Conference on Computer Science and Software Engineering, {CSSE} 2008, Volume 1: Artificial Intelligence, December 12-14, 2008, Wuhan, China}, pages = {1226--1229}, publisher = {{IEEE} Computer Society}, year = {2008}, url = {https://doi.org/10.1109/CSSE.2008.1221}, doi = {10.1109/CSSE.2008.1221}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/csse/ShaoLTCW08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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