Bryan Kian Hsiang Low

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Patrick JailletDugald C. Jackson Professor, EECS, MITGeverifieerd e-mailadres voor mit.edu
Zhongxiang DaiAssistant Professor, The Chinese University of Hong Kong, ShenzhenGeverifieerd e-mailadres voor cuhk.edu.cn
Trong Nghia HoangAssistant Professor, Washington State UniversityGeverifieerd e-mailadres voor wsu.edu
Xinyi XuPh.D. student, Department of Computer Science, National University of SingaporeGeverifieerd e-mailadres voor u.nus.edu
John M. DolanThe Robotics Institute, Carnegie Mellon UniversityGeverifieerd e-mailadres voor andrew.cmu.edu
Yao SHU (舒瑶)Incoming Assistant Professor, AI Thrust, HKUST (GZ)Geverifieerd e-mailadres voor gml.ac.cn
Quoc Phong NguyenA2I2 - Deakin UniversityGeverifieerd e-mailadres voor deakin.edu.au
Chen JieShenzhen UniversityGeverifieerd e-mailadres voor szu.edu.cn
Zhaoxuan WuNational University of SingaporeGeverifieerd e-mailadres voor u.nus.edu
Marcelo AngNational University of SingaporeGeverifieerd e-mailadres voor nus.edu.sg
Yehong ZhangPengcheng LaboratoryGeverifieerd e-mailadres voor pcl.ac.cn
Chuan-Sheng FooInstitute for Infocomm Research; A*STAR Centre for Frontier AI ResearchGeverifieerd e-mailadres voor cs.stanford.edu
Rachael Sim Hwee LingPh.D. candidate, Department of Computer Science, National University of SingaporeGeverifieerd e-mailadres voor u.nus.edu
See-Kiong NgInstitute of Data Science and School of Computing, National University of SingaporeGeverifieerd e-mailadres voor nus.edu.sg
Wee Kheng LeowNational University of SingaporeGeverifieerd e-mailadres voor comp.nus.edu.sg
Mohan KankanhalliProfessor of Computer Science, National University of SingaporeGeverifieerd e-mailadres voor comp.nus.edu.sg
Xiaoqiang LinNational University of SingaporeGeverifieerd e-mailadres voor u.nus.edu
Quang Minh HoangCarnegie Mellon UniversityGeverifieerd e-mailadres voor andrew.cmu.edu
pradeep k. khoslaChancellor, UC San DiegoGeverifieerd e-mailadres voor ucsd.edu
Arun VermaSingapore-MIT Alliance for Research and TechnologyGeverifieerd e-mailadres voor mit.edu

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Bryan Kian Hsiang Low

Associate Professor (with tenure), Department of Computer Science, National University of Singapore

Geverifieerd e-mailadres voor comp.nus.edu.sg - Homepage

Bayesian Optimization Gaussian Processes Federated Learning Data-centric AI Data Valuation


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection QP Nguyen, KW Lim, DM Divakaran, KH Low, MC Chan IEEE Conference on Communications and Network Security (CNS'19), 91-99, 2019	218*	2019
Collaborative Machine Learning with Incentive-Aware Model Rewards RHL Sim, Y Zhang, MC Chan, BKH Low 37th International Conference on Machine Learning (ICML-20), 8927-8936, 2020	173	2020
Multi-robot informative path planning for active sensing of environmental phenomena: A tale of two algorithms N Cao, KH Low, JM Dolan 12th International Conference on Autonomous Agents and Multiagent Systems …, 2013	145	2013
Adaptive multi-robot wide-area exploration and mapping KH Low, JM Dolan, P Khosla 7th International Conference on Autonomous Agents and Multiagent Systems …, 2008	142	2008
Federated Bayesian Optimization via Thompson Sampling Z Dai, KH Low, P Jaillet Advances in Neural Information Processing Systems 33: 34th Annual Conference …, 2020	140	2020
Variational Bayesian Unlearning QP Nguyen, BKH Low, P Jaillet Advances in Neural Information Processing Systems 33: 34th Annual Conference …, 2020	136	2020
Gaussian Process Decentralized Data Fusion and Active Sensing for Spatiotemporal Traffic Modeling and Prediction in Mobility-on-Demand Systems J Chen, KH Low, Y Yao, P Jaillet IEEE Transactions on Automation Science and Engineering 12 (3), 901-921, 2015	126	2015
Multi-Robot Active Sensing of Non-Stationary Gaussian Process-Based Environmental Phenomena R Ouyang, KH Low, J Chen, P Jaillet 13th International Conference on Autonomous Agents and Multiagent Systems …, 2014	113	2014
Information-theoretic approach to efficient adaptive path planning for mobile robotic environmental sensing KH Low, JM Dolan, P Khosla 19th International Conference on Automated Planning and Scheduling (ICAPS-09 …, 2009	112	2009
A Unifying Framework of Anytime Sparse Gaussian Process Regression Models with Stochastic Variational Inference for Big Data TN Hoang, QM Hoang, KH Low 32nd International Conference on Machine Learning (ICML-15), 569-578, 2015	110	2015
Autonomous personal vehicle for the first-and last-mile transportation services ZJ Chong, B Qin, T Bandyopadhyay, T Wongpiromsarn, ES Rankin, ... 5th IEEE International Conference on Cybernetics and Intelligent Systems and …, 2011	108	2011
A hybrid mobile robot architecture with integrated planning and control KH Low, WK Leow, MH Ang Jr First International Joint Conference on Autonomous Agents and Multiagent …, 2002	91	2002
Autonomic mobile sensor network with self-coordinated task allocation and execution KH Low, WK Leow, MH Ang Jr IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications …, 2006	88	2006
Gradient driven rewards to guarantee fairness in collaborative machine learning X Xu, L Lyu, X Ma, C Miao, CS Foo, BKH Low Advances in Neural Information Processing Systems 34: 35th Annual Conference …, 2021	87	2021
Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee FX Fan, Y Ma, Z Dai, W Jing, C Tan, BKH Low Advances in Neural Information Processing Systems 34: 35th Annual Conference …, 2021	87	2021
Information-based multi-fidelity Bayesian optimization Y Zhang, TN Hoang, BKH Low, M Kankanhalli NIPS Workshop on Bayesian Optimization, 2017	80	2017
Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond CK Ling, KH Low, P Jaillet 30th AAAI Conference on Artificial Intelligence (AAAI-16), 1860-1866, 2016	80	2016
Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks T Liu, BKH Low arXiv preprint arXiv:2305.14201, 2023	78	2023
Task allocation via self-organizing swarm coalitions in distributed mobile sensor network KH Low, WK Leow, MH Ang Jr 19th National Conference on Artificial Intelligence (AAAI-04), 28-33, 2004	77	2004
Decentralized Data Fusion and Active Sensing with Mobile Sensors for Modeling and Predicting Spatiotemporal Traffic Phenomena J Chen, KH Low, CKY Tan, A Oran, P Jaillet, JM Dolan, GS Sukhatme 28th Conference on Uncertainty in Artificial Intelligence (UAI-12), 163-173, 2012	75	2012

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