Hoong Chuin Lau

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Aldy GunawanAssociate Professor of Computer Science (Practice), Singapore Management UniversityVerified email at smu.edu.sg
Shih-Fen ChengAmazon / School of Computing and Information Systems, Singapore Management UniversityVerified email at smu.edu.sg
Nguyen Duc ThienIBMVerified email at ibm.com
Pradeep VarakanthamProfessor of Computer Science, Lee Kuan Yew Fellow, Director of CARE.AI lab, School of Computing andVerified email at smu.edu.sg
Akshat KumarAssociate Professor, School of Information Systems, Singapore ManagementVerified email at smu.edu.sg
William YeohWashington University in St. LouisVerified email at wustl.edu
Cen ChenEast China Normal UniversityVerified email at dase.ecnu.edu.cn
Stephanus Daniel HandokoSingapore Management UniversityVerified email at smu.edu.sg
Dr Archan MISRA _Vice Provost (Research) & Professor, School of Computing and Information SystemsVerified email at smu.edu.sg
Steven HalimAssociate Professor, School of Computing, National University of SingaporeVerified email at comp.nus.edu.sg
Na FuResearch Fellow, Singapore Management UniversityVerified email at smu.edu.sg
Mustafa MısırAssoc. Prof. of Data and Computational Science, Duke Kunshan UniversityVerified email at duke.edu
Thivya KandappuAssistant Professor, Singapore Management UniversityVerified email at smu.edu.sg
Mark GohNUSVerified email at nus.edu.sg
Randy TandriansyahSingapore Management UniveristyVerified email at smu.edu.sg
Pieter VansteenwegenKU Leuven Mobility Research CenterVerified email at kuleuven.be
Waldy JoeAI Research Center, Hyundai Motor Group Innovation Center in SingaporeVerified email at hmgics.com
Truc Viet LeEFG InternationalVerified email at efgbank.com
Teng Teck Hou 邓德豪Data Analytics - Strategic Technology Centre (DA STC), Group Technology Office (GTO), ST EngineeringVerified email at defence.stengg.com
Siyuan LiuSmeal College of Business, Pennsylvania State UniversityVerified email at psu.edu

Hoong Chuin Lau

Professor of Computer Science, Singapore Management University

Verified email at smu.edu.sg - Homepage

AI for Social Good Data-Driven Optimization Transportation and Logistics Quantum Computing


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Orienteering problem: A survey of recent variants, solution approaches and applications A Gunawan, HC Lau, P Vansteenwegen European Journal of Operational Research 255 (2), 315-332, 2016	745	2016
Vehicle routing problem with time windows and a limited number of vehicles HC Lau, M Sim, KM Teo European journal of operational research 148 (3), 559-569, 2003	430	2003
Pickup and delivery with time windows: Algorithms and test case generation HC Lau, Z Liang International Journal on Artificial Intelligence Tools 11 (03), 455-472, 2002	182	2002
On the complexity of manpower shift scheduling HC Lau Computers & Operations Research 23 (1), 93-102, 1996	176	1996
Collaborative urban logistics–synchronizing the last mile a Singapore research perspective R De Souza, M Goh, HC Lau, WS Ng, PS Tan Procedia-Social and Behavioral Sciences 125, 422-431, 2014	142	2014
Credit assignment for collective multiagent RL with global rewards DT Nguyen, A Kumar, HC Lau Advances in neural information processing systems 31, 2018	120	2018
An intelligent brokering system to support multi-agent web-based 4th party logistics HC Lau, YG Goh 14th IEEE International Conference on Tools with Artificial Intelligence …, 2002	107	2002
Evaluation of time-varying availability in multi-echelon spare parts systems with passivation HC Lau, H Song, CT See, SY Cheng European Journal of Operational Research 170 (1), 91-105, 2006	105	2006
Deep reinforcement learning approach to solve dynamic vehicle routing problem with stochastic customers W Joe, HC Lau Proceedings of the international conference on automated planning and …, 2020	98	2020
Augmenting decisions of taxi drivers through reinforcement learning for improving revenues T Verma, P Varakantham, S Kraus, HC Lau Proceedings of the International Conference on Automated Planning and …, 2017	94	2017
On the strategy of supply hubs for cost reduction and responsiveness E Barnes, J Dai, S Deng, D Down, M Goh, HC Lau, M Sharafali White Paper, ISyE (Georgia Tech) and TLI-AP (NUS), 2000	88	2000
Task allocation via multi-agent coalition formation: Taxonomy, algorithms and complexity HC Lau, L Zhang Proceedings. 15th IEEE International Conference on Tools with Artificial …, 2003	84	2003
Optimizing service systems based on application-level QoS Q Liang, X Wu, HC Lau IEEE Transactions on Services Computing 2 (2), 108-121, 2009	79	2009
Master physician scheduling problem A Gunawan, HC Lau Journal of the Operational Research Society 64 (3), 410-425, 2013	78	2013
Low-degree graph partitioning via local search with applications to constraint satisfaction, max cut, and coloring M Halldórsson, HC Lau Journal of Graph Algorithms and Applications 1 (3), 1-13, 1997	70	1997
Well-tuned algorithms for the team orienteering problem with time windows A Gunawan, HC Lau, P Vansteenwegen, K Lu Journal of the Operational Research Society 68 (8), 861-876, 2017	66*	2017
A hybrid heuristic algorithm for the 2D variable-sized bin packing problem S Hong, D Zhang, HC Lau, XX Zeng, YW Si European Journal of Operational Research 238 (1), 95-103, 2014	66	2014
Distributed Gibbs: A memory-bounded sampling-based DCOP algorithm DT Nguyen, W Yeoh, HC Lau IFAAMAS, 2013	63	2013
Policy gradient with value function approximation for collective multiagent planning DT Nguyen, A Kumar, HC Lau Advances in neural information processing systems 30, 2017	62	2017
TASKer: Behavioral insights via campus-based experimental mobile crowd-sourcing T Kandappu, N Jaiman, R Tandriansyah, A Misra, SF Cheng, C Chen, ... Proceedings of the 2016 ACM International Joint Conference on Pervasive and …, 2016	62	2016

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