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
Waldy JoeAI Research Center, Hyundai Motor Group Innovation Center in SingaporeVerified email at hmgics.com
Pieter VansteenwegenKU Leuven Mobility Research CenterVerified email at kuleuven.be
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 Optimization


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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	774	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	431	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	181	2002
On the complexity of manpower shift scheduling HC Lau Computers & Operations Research 23 (1), 93-102, 1996	177	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	124	2018
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	110	2020
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	106	2006
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	106	2002
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	95	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	85	2003
Master physician scheduling problem A Gunawan, HC Lau Journal of the Operational Research Society 64 (3), 410-425, 2013	81	2013
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
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	68*	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	68	2014
Policy gradient with value function approximation for collective multiagent planning DT Nguyen, A Kumar, HC Lau Advances in neural information processing systems 30, 2017	67	2017
Distributed Gibbs: A memory-bounded sampling-based DCOP algorithm DT Nguyen, W Yeoh, HC Lau IFAAMAS, 2013	64	2013
A state aggregation approach for stochastic multiperiod last-mile ride-sharing problems L Agussurja, SF Cheng, HC Lau Transportation Science 53 (1), 148-166, 2019	63	2019

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