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Kian Hsiang Low

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

28

Venues

7

Active years

2001–2019

Best venue rank

A*

Where they publish

Papers

28 indexed papers, newest first.

YearVenueTitleAuthors
2019AAAICollective Online Learning of Gaussian Processes in Massive Multi-Agent Systems.Trong Nghia Hoang, Quang Minh Hoang, Kian Hsiang Low, Jonathan P. How
2018AAAIDecentralized High-Dimensional Bayesian Optimization With Factor Graphs.Trong Nghia Hoang, Quang Minh Hoang, Ruofei Ouyang, Kian Hsiang Low
2018AAAIGaussian Process Decentralized Data Fusion Meets Transfer Learning in Large-Scale Distributed Cooperative Perception.Ruofei Ouyang, Kian Hsiang Low
2017AAAIA Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression.Quang Minh Hoang, Trong Nghia Hoang, Kian Hsiang Low
2016AAAIGaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond.Chun Kai Ling, Kian Hsiang Low, Patrick Jaillet
2016AAAINear-Optimal Active Learning of Multi-Output Gaussian Processes.Yehong Zhang, Trong Nghia Hoang, Kian Hsiang Low, Mohan S. Kankanhalli
2016IJCAIDrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks.Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua
2016ISMConcept Based Hybrid Fusion of Multimodal Event Signals.Yuhui Wang, Christian von der Weth, Yehong Zhang, Kian Hsiang Low, Vivek K. Singh, Mohan S. Kankanhalli
2015AAAIParallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation.Kian Hsiang Low, Jiangbo Yu, Jie Chen, Patrick Jaillet
2014AAAIGP-Localize: Persistent Mobile Robot Localization Using Online Sparse Gaussian Process Observation Model.Nuo Xu, Kian Hsiang Low, Jie Chen, Keng Kiat Lim, Etkin Baris Ozgul
2014ECAINo One is Left "Unwatched": Fairness in Observation of Crowds of Mobile Targets in Active Camera Surveillance.Prabhu Natarajan, Kian Hsiang Low, Mohan S. Kankanhalli
2013IJCAIA General Framework for Interacting Bayes-Optimally with Self-Interested Agents using Arbitrary Parametric Model and Model Prior.Trong Nghia Hoang, Kian Hsiang Low
2013IJCAIInteractive POMDP Lite: Towards Practical Planning to Predict and Exploit Intentions for Interacting with Self-Interested Agents.Trong Nghia Hoang, Kian Hsiang Low
2013ICRAAdaptive sensing of time series with application to remote exploration.David R. Thompson, Nathalie Cabrol, P. Michael Furlong, Craig Hardgrove, Kian Hsiang Low, Jeffrey Moersch, David Wettergreen
2013UAIParallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations.Jie Chen, Nannan Cao, Kian Hsiang Low, Ruofei Ouyang, Colin Keng-Yan Tan, Patrick Jaillet
2012AAMASIntention-aware planning under uncertainty for interacting with self-interested, boundedly rational agents.Trong Nghia Hoang, Kian Hsiang Low
2012AAMASDecentralized active robotic exploration and mapping for probabilistic field classification in environmental sensing.Kian Hsiang Low, Jie Chen, John M. Dolan, Steve A. Chien, David R. Thompson
2012AAMASDecision-theoretic approach to maximizing observation of multiple targets in multi-camera surveillance.Prabhu Natarajan, Trong Nghia Hoang, Kian Hsiang Low, Mohan S. Kankanhalli
2012UAIDecentralized Data Fusion and Active Sensing with Mobile Sensors for Modeling and Predicting Spatiotemporal Traffic Phenomena.Jie Chen, Kian Hsiang Low, Colin Keng-Yan Tan, Ali Oran, Patrick Jaillet, John M. Dolan, Gaurav S. Sukhatme
2007ICRAAdaptive Sampling for Multi-Robot Wide-Area Exploration.Kian Hsiang Low, Geoffrey J. Gordon, John M. Dolan, Pradeep K. Khosla
2007ICRAA Transparent Bilateral Controller for Teleoperation Considering the Transition of Motion.Heng Wang, Kian Hsiang Low, Michael Yu Wang
2005ICRAA Mapping Method for Telemanipulation of the Non-Anthropomorphic Robotic Hands with Initial Experimental Validation.Heng Wang, Kian Hsiang Low, Michael Yu Wang, Feng Gong
2004AAAITask Allocation via Self-Organizing Swarm Coalitions in Distributed Mobile Sensor Network.Kian Hsiang Low, Wee Kheng Leow, Marcelo H. Ang Jr.
2004ICRAReactive, Distributed Layered Architecture for Resource-bounded Multi-robot Cooperation: Application to Mobile Sensor Network Coverage.Kian Hsiang Low, Wee Kheng Leow, Marcelo H. Ang Jr.
2003IJCAIAction Selection for Single- and Multi-Robot Tasks Using Cooperative Extended Kohonen Maps.Kian Hsiang Low, Wee Kheng Leow, Marcelo H. Ang Jr.
2003ICRAEnhancing the reactive capabilities of integrated planning and control with cooperative extended kohonen maps.Kian Hsiang Low, Wee Kheng Leow, Marcelo H. Ang Jr.
2002ICRAIntegrated Planning and Control of Mobile Robot with Self-Organizing Neural Network.Kian Hsiang Low, Wee Kheng Leow, Marcelo H. Ang
2001ICRACombined Use of Ground Learning Model and Active Compliance to the Motion Control of Walking Robotic Legs.Debao Zhou, Kian Hsiang Low