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Hoong Chuin Lau
Person information
- unicode name: 刘洪泉
- affiliation: Singapore Management University
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2020 – today
- 2024
- [j42]Ningyi Xie
, Xinwei Lee
, Dongsheng Cai
, Yoshiyuki Saito
, Nobuyoshi Asai
, Hoong Chuin Lau
:
A feasibility-preserved quantum approximate solver for the Capacitated Vehicle Routing Problem. Quantum Inf. Process. 23(8): 291 (2024) - [c164]Robbert Reijnen, Yingqian Zhang, Hoong Chuin Lau, Zaharah Allah Bukhsh:
Online Control of Adaptive Large Neighborhood Search Using Deep Reinforcement Learning. ICAPS 2024: 475-483 - [i12]Paul Mingzheng Tang, Kenji Kah Hoe Leong, Nowshad Shaik, Hoong Chuin Lau:
Automated Conversion of Static to Dynamic Scheduler via Natural Language. CoRR abs/2405.06697 (2024) - 2023
- [j41]Waldy Joe
, Hoong Chuin Lau
:
Coordinating Multi-party Vehicle Routing with Location Congestion via Iterative Best Response. SN Comput. Sci. 4(2): 157 (2023) - [c163]Quang Anh Pham, Hoong Chuin Lau
, Minh Hoàng Hà, Lam Vu:
An Efficient Hybrid Genetic Algorithm for the Quadratic Traveling Salesman Problem. ICAPS 2023: 343-351 - [c162]Minghui Tan, Kar Way Tan
, Hoong Chuin Lau
:
A Big Data Approach to Augmenting the Huff Model with Road Network and Mobility Data for Store Footfall Prediction. IEEE Big Data 2023: 1533-1538 - [c161]Zhiqin Zhang, Waldy Joe, Yuyang Er, Hoong Chuin Lau
:
When Routing Meets Recommendation: Solving Dynamic Order Recommendations Problem in Peer-to-Peer Logistics Platforms. ICCL 2023: 18-35 - [c160]Tran Phong, Hoong Chuin Lau:
Generative STResnet for Crime Prediction. Tiny Papers @ ICLR 2023 - [c159]Waldy Joe, Hoong Chuin Lau
:
Learning to Send Reinforcements: Coordinating Multi-Agent Dynamic Police Patrol Dispatching and Rescheduling via Reinforcement Learning. IJCAI 2023: 153-161 - [c158]Ambrogio Maria Bernardelli
, Stefano Gualandi
, Hoong Chuin Lau
, Simone Milanesi
:
The BeMi Stardust: A Structured Ensemble of Binarized Neural Networks. LION 2023: 443-458 - [c157]Songhan Wong
, Waldy Joe
, Hoong Chuin Lau
:
Dynamic Police Patrol Scheduling with Multi-Agent Reinforcement Learning. LION 2023: 567-582 - [i11]Ningyi Xie, Xinwei Lee, Dongsheng Cai, Yoshiyuki Saito, Nobuyoshi Asai, Hoong Chuin Lau:
A Feasibility-Preserved Quantum Approximate Solver for the Capacitated Vehicle Routing Problem. CoRR abs/2308.08785 (2023) - [i10]Paul Mingzheng Tang, Ba Phong Tran, Hoong Chuin Lau
:
Individually Rational Collaborative Vehicle Routing through Give-And-Take Exchanges. CoRR abs/2308.16501 (2023) - 2022
- [j40]Ruidian Song
, Hoong Chuin Lau
, Xue Luo
, Lei Zhao
:
Coordinated Delivery to Shopping Malls with Limited Docking Capacity. Transp. Sci. 56(2): 501-527 (2022) - [c156]Jonathan Chase, Siong Thye Goh, Tran Phong, Hoong Chuin Lau:
OFFICERS: Operational Framework for Intelligent Crime-and-Emergency Response Scheduling. ICAPS 2022: 444-452 - [c155]Waldy Joe, Hoong Chuin Lau, Jonathan Pan:
Reinforcement Learning Approach to Solve Dynamic Bi-objective Police Patrol Dispatching and Rescheduling Problem. ICAPS 2022: 453-461 - [c154]Siong Thye Goh, Jianyuan Bo, Sabrish Gopalakrishnan, Hoong Chuin Lau
:
Techniques to enhance a QUBO solver for permutation-based combinatorial optimization. GECCO Companion 2022: 2223-2231 - [c153]Whei Yeap Suen, Matthieu Parizy, Hoong Chuin Lau
:
Enhancing a QUBO solver via data driven multi-start and its application to vehicle routing problem. GECCO Companion 2022: 2251-2257 - [c152]Jonathan Chase, Jingfeng Yang, Hoong Chuin Lau
:
Risk-Aware Procurement Optimization in a Global Technology Supply Chain. ICCL 2022: 382-396 - [i9]Robbert Reijnen, Yingqian Zhang
, Hoong Chuin Lau, Zaharah Allah Bukhsh
:
Operator Selection in Adaptive Large Neighborhood Search using Deep Reinforcement Learning. CoRR abs/2211.00759 (2022) - [i8]Ambrogio Maria Bernardelli, Stefano Gualandi, Hoong Chuin Lau, Simone Milanesi:
The BeMi Stardust: a Structured Ensemble of Binarized Neural Networks. CoRR abs/2212.03659 (2022) - 2021
- [c151]Jonathan Chase, Tran Phong, Kang Long, Tony Le, Hoong Chuin Lau:
GRAND-VISION: An Intelligent System for Optimized Deployment Scheduling of Law Enforcement Agents. ICAPS 2021: 459-467 - [c150]Arambam James Singh, Akshat Kumar, Hoong Chuin Lau:
Learning and Exploiting Shaped Reward Models for Large Scale Multiagent RL. ICAPS 2021: 588-596 - [c149]Arambam James Singh, Akshat Kumar, Hoong Chuin Lau:
Approximate Difference Rewards for Scalable Multigent Reinforcement Learning. AAMAS 2021: 1655-1657 - [c148]Waldy Joe
, Hoong Chuin Lau
:
Coordinating Multi-party Vehicle Routing with Location Congestion via Iterative Best Response. EUMAS 2021: 72-88 - [c147]Jingfeng Yang, Hoong Chuin Lau
:
A Learning and Optimization Framework for Collaborative Urban Delivery Problems with Alliances. ICCL 2021: 316-331 - [c146]Tian Huang
, Siong Thye Goh
, Sabrish Gopalakrishnan, Tao Luo
, Qianxiao Li, Hoong Chuin Lau:
QROSS: QUBO Relaxation Parameter optimisation via Learning Solver Surrogates. ICDCS Workshops 2021: 35-40 - [c145]Whei Yeap Suen, Chun Yat Lee, Hoong Chuin Lau:
Quantum-inspired algorithm for Vehicle Sharing Problem. QCE 2021: 17-23 - [i7]Tian Huang, Siong Thye Goh, Sabrish Gopalakrishnan, Tao Luo, Qianxiao Li, Hoong Chuin Lau:
QROSS: QUBO Relaxation Parameter Optimisation via Learning Solver Surrogates. CoRR abs/2103.10695 (2021) - 2020
- [c144]Waldy Joe, Hoong Chuin Lau:
Deep Reinforcement Learning Approach to Solve Dynamic Vehicle Routing Problem with Stochastic Customers. ICAPS 2020: 394-402 - [c143]Arambam James Singh, Akshat Kumar, Hoong Chuin Lau:
Hierarchical Multiagent Reinforcement Learning for Maritime Traffic Management. AAMAS 2020: 1278-1286 - [c142]Bertran Queck, Hoong Chuin Lau
:
A Genetic Algorithm to Minimise the Number of Vehicles in the Electric Vehicle Routing Problem. ICCL 2020: 200-214
2010 – 2019
- 2019
- [j39]Qu Wei, Zhaoxia Guo, Hoong Chuin Lau
, Zhenggang He:
An artificial bee colony-based hybrid approach for waste collection problem with midway disposal pattern. Appl. Soft Comput. 76: 629-637 (2019) - [j38]Duc Thien Nguyen, William Yeoh
, Hoong Chuin Lau
, Roie Zivan:
Distributed Gibbs: A Linear-Space Sampling-Based DCOP Algorithm. J. Artif. Intell. Res. 64: 705-748 (2019) - [j37]Lucas Agussurja, Shih-Fen Cheng
, Hoong Chuin Lau
:
A State Aggregation Approach for Stochastic Multiperiod Last-Mile Ride-Sharing Problems. Transp. Sci. 53(1): 148-166 (2019) - [c141]Arambam James Singh, Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau
:
Multiagent Decision Making For Maritime Traffic Management. AAAI 2019: 6171-6178 - [c140]Tanvi Verma, Pradeep Varakantham, Hoong Chuin Lau:
Entropy Based Independent Learning in Anonymous Multi-Agent Settings. ICAPS 2019: 655-663 - [c139]Baoxiang Li, Shashi Shekhar Jha
, Hoong Chuin Lau
:
Route Planning for a Fleet of Electric Vehicles with Waiting Times at Charging Stations. EvoCOP 2019: 66-82 - [c138]Saumya Bhatnagar, Akshat Kumar, Hoong Chuin Lau
:
Decision Making for Improving Maritime Traffic Safety Using Constraint Programming. IJCAI 2019: 5794-5800 - [c137]Jonathan Chase, Duc Thien Nguyen, Haiyang Sun, Hoong Chuin Lau
:
Improving Law Enforcement Daily Deployment Through Machine Learning-Informed Optimization under Uncertainty. IJCAI 2019: 5815-5821 - [p2]Mustafa Misir
, Hoong Chuin Lau
:
Towards Personalized Data-Driven Bundle Design with QoS Constraint. Business and Consumer Analytics: New Ideas 2019: 865-909 - 2018
- [j36]Aldy Gunawan, Hoong Chuin Lau
, Kun Lu:
ADOPT: Combining parameter tuning and Adaptive Operator Ordering for solving a class of Orienteering Problems. Comput. Ind. Eng. 121: 82-96 (2018) - [j35]Thivya Kandappu, Archan Misra
, Shih-Fen Cheng
, Randy Tandriansyah, Hoong Chuin Lau
:
Obfuscation At-Source: Privacy in Context-Aware Mobile Crowd-Sourcing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(1): 16:1-16:24 (2018) - [j34]Pradeep Varakantham
, Akshat Kumar, Hoong Chuin Lau
, William Yeoh
:
Risk-Sensitive Stochastic Orienteering Problems for Trip Optimization in Urban Environments. ACM Trans. Intell. Syst. Technol. 9(3): 24:1-24:25 (2018) - [j33]Shih-Fen Cheng
, Cen Chen, Thivya Kandappu, Hoong Chuin Lau
, Archan Misra
, Nikita Jaiman, Randy Tandriansyah, Desmond Koh:
Scalable Urban Mobile Crowdsourcing: Handling Uncertainty in Worker Movement. ACM Trans. Intell. Syst. Technol. 9(3): 26:1-26:24 (2018) - [c136]Lucas Agussurja, Akshat Kumar, Hoong Chuin Lau:
Resource-Constrained Scheduling for Maritime Traffic Management. AAAI 2018: 6086-6093 - [c135]Pallavi Manohar, Pradeep Varakantham, Hoong Chuin Lau:
Bounded Rank Optimization for Effective and Efficient Emergency Response. ICAPS 2018: 375-382 - [c134]Teck-Hou Teng, Hoong Chuin Lau
, Aldy Gunawan:
Instance-Specific Selection of AOS Methods for Solving Combinatorial Optimisation Problems via Neural Networks. LION 2018: 98-114 - [c133]Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau:
Credit Assignment For Collective Multiagent RL With Global Rewards. NeurIPS 2018: 8113-8124 - [c132]Ketki Kulkarni
, Hoong Chuin Lau
, Hai Wang
, Sathyavarathan Sivabalasingam, Khiem Trong Tran:
Design and Implementation of Decision Support for Traffic Management at multipurpose Port Gates. WSC 2018: 2909-2920 - [i6]Tanvi Verma, Pradeep Varakantham, Hoong Chuin Lau:
Entropy Controlled Non-Stationarity for Improving Performance of Independent Learners in Anonymous MARL Settings. CoRR abs/1803.09928 (2018) - [i5]Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau:
Policy Gradient With Value Function Approximation For Collective Multiagent Planning. CoRR abs/1804.02884 (2018) - 2017
- [j32]Aldy Gunawan, Hoong Chuin Lau
, Pieter Vansteenwegen
, Kun Lu:
Well-tuned algorithms for the Team Orienteering Problem with Time Windows. J. Oper. Res. Soc. 68(8): 861-876 (2017) - [j31]Truc Viet Le, Richard Jayadi Oentaryo, Siyuan Liu, Hoong Chuin Lau
:
Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction. IEEE Trans. Big Data 3(2): 194-207 (2017) - [c131]Cen Chen, Zachary B. Rubinstein, Stephen F. Smith, Hoong Chuin Lau:
Scalable Approaches to Home Health Care Scheduling Problems with Uncertainty. AAAI Workshops 2017 - [c130]Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau:
Collective Multiagent Sequential Decision Making Under Uncertainty. AAAI 2017: 3036-3043 - [c129]Cen Chen, Zachary B. Rubinstein, Stephen F. Smith, Hoong Chuin Lau:
Tackling Large-Scale Home Health Care Delivery Problem with Uncertainty. ICAPS 2017: 358-366 - [c128]Tanvi Verma, Pradeep Varakantham, Sarit Kraus, Hoong Chuin Lau:
Augmenting Decisions of Taxi Drivers through Reinforcement Learning for Improving Revenues. ICAPS 2017: 409-418 - [c127]Teck-Hou Teng, Hoong Chuin Lau, Akshat Kumar:
Coordinating Vessel Traffic to Improve Safety and Efficiency. AAMAS 2017: 141-149 - [c126]Teck-Hou Teng, Hoong Chuin Lau, Akshat Kumar:
A Multi-Agent System for Coordinating Vessel Traffic. AAMAS 2017: 1814-1816 - [c125]Akihito Sudo, Teck-Hou Teng, Hoong Chuin Lau
, Yoshihide Sekimoto:
Predicting Indoor Crowd Density using Column-Structured Deep Neural Network. PredictGIS@SIGSPATIAL 2017: 7:1-7:7 - [c124]Baoxiang Li, Hoong Chuin Lau
:
A Combinatorial Auction for Transportation Matching Service: Formulation and Adaptive Large Neighborhood Search Heuristic. ICCL 2017: 127-142 - [c123]Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau:
Policy Gradient With Value Function Approximation For Collective Multiagent Planning. NIPS 2017: 4319-4329 - [c122]Thivya Kandappu, Archan Misra
, Shih-Fen Cheng
, Hoong Chuin Lau
:
Privacy in context-aware mobile crowdsourcing systems. PerCom Workshops 2017: 231-236 - [c121]Jonathan Chase, Jiali Du, Na Fu, Truc Viet Le, Hoong Chuin Lau
:
Law enforcement resource optimization with response time guarantees. SSCI 2017: 1-7 - [c120]Wenjie Wang, Hoong Chuin Lau
, Shih-Fen Cheng
:
Exact and heuristic approaches for the multi-agent orienteering problem with capacity constraints. SSCI 2017: 1-7 - [c119]Ketki Kulkarni
, Khiem Trong Tran, Hai Wang
, Hoong Chuin Lau
:
Efficient gate system operations for a multipurpose port using simulation-optimization. WSC 2017: 3090-3101 - [i4]Truc Viet Le, Richard Jayadi Oentaryo, Siyuan Liu, Hoong Chuin Lau:
Local Gaussian Processes for Efficient Fine-Grained Traffic Speed Prediction. CoRR abs/1708.08079 (2017) - 2016
- [j30]Hoong Chuin Lau
, Zhi Yuan, Aldy Gunawan:
Patrol scheduling in urban rail network. Ann. Oper. Res. 239(1): 317-342 (2016) - [j29]Aldy Gunawan, Hoong Chuin Lau
, Pieter Vansteenwegen
:
Orienteering Problem: A survey of recent variants, solution approaches and applications. Eur. J. Oper. Res. 255(2): 315-332 (2016) - [j28]Hoong Chuin Lau
, Günther R. Raidl, Pascal Van Hentenryck:
New developments in metaheuristics and their applications - Selected extended contributions from the 10th Metaheuristics International Conference (MIC 2013). J. Heuristics 22(4): 359-363 (2016) - [j27]Stephanus Daniel Handoko, Hoong Chuin Lau
, Shih-Fen Cheng
:
Achieving Economic and Environmental Sustainabilities in Urban Consolidation Center With Bicriteria Auction. IEEE Trans Autom. Sci. Eng. 13(4): 1471-1479 (2016) - [c118]Pradeep Varakantham, Na Fu, Hoong Chuin Lau:
A Proactive Sampling Approach to Project Scheduling under Uncertainty. AAAI 2016: 3195-3201 - [c117]Lucas Agussurja, Hoong Chuin Lau, Shih-Fen Cheng:
Achieving Stable and Fair Profit Allocation with Minimum Subsidy in Collaborative Logistics. AAAI 2016: 3785-3792 - [c116]Na Fu, Pradeep Varakantham, Hoong Chuin Lau:
Robust Partial Order Schedules for RCPSP/max with Durational Uncertainty. ICAPS 2016: 124-130 - [c115]Duc Thien Nguyen, Akshat Kumar, Hoong Chuin Lau, Daniel Sheldon:
Approximate Inference Using DC Programming For Collective Graphical Models. AISTATS 2016: 685-693 - [c114]Hala Mostafa, Akshat Kumar, Hoong Chuin Lau
:
Simultaneous Optimization and Sampling of Agent Trajectories over a Network. AAMAS Workshops (Visionary Papers) 2016: 50-66 - [c113]Truc Viet Le, Siyuan Liu, Hoong Chuin Lau:
Reinforcement Learning Framework for Modeling Spatial Sequential Decisions under Uncertainty: (Extended Abstract). AAMAS 2016: 1449-1450 - [c112]Hoong Chuin Lau, Aldy Gunawan, Pradeep Varakantham, Wenjie Wang:
PRESS: PeRsonalized Event Scheduling recommender System (Demonstration). AAMAS 2016: 1513-1515 - [c111]Thivya Kandappu, Archan Misra
, Shih-Fen Cheng
, Nikita Jaiman, Randy Tandriansyah, Cen Chen, Hoong Chuin Lau
, Deepthi Chander, Koustuv Dasgupta:
Campus-Scale Mobile Crowd-Tasking: Deployment & Behavioral Insights. CSCW 2016: 798-810 - [c110]Truc Viet Le, Siyuan Liu, Hoong Chuin Lau
:
A Reinforcement Learning Framework for Trajectory Prediction Under Uncertainty and Budget Constraint. ECAI 2016: 347-354 - [c109]Aldy Gunawan, Hoong Chuin Lau
, Pradeep Varakantham
, Wenjie Wang:
An Intelligent System for Personalized Conference Event Recommendation and Scheduling. ECAI 2016: 1797-1802 - [c108]Thivya Kandappu, Nikita Jaiman, Randy Tandriansyah, Archan Misra
, Shih-Fen Cheng
, Cen Chen, Hoong Chuin Lau
, Deepthi Chander, Koustuv Dasgupta:
TASKer: behavioral insights via campus-based experimental mobile crowd-sourcing. UbiComp 2016: 392-402 - [c107]Aldy Gunawan, Hoong Chuin Lau
, Mustafa Misir
:
Designing and Comparing Multiple Portfolios of Parameter Configurations for Online Algorithm Selection. LION 2016: 91-106 - [c106]Teck-Hou Teng, Stephanus Daniel Handoko, Hoong Chuin Lau
:
Self-organizing Neural Network for Adaptive Operator Selection in Evolutionary Search. LION 2016: 187-202 - [c105]Teck-Hou Teng, Shih-Fen Cheng
, Trong Nghia Truong, Hoong Chuin Lau
:
Managing egress of crowd during infrastructure disruption. WSC 2016: 1316-1327 - 2015
- [j26]Na Fu, Hoong Chuin Lau
, Pradeep Varakantham
:
Robust execution strategies for project scheduling with unreliable resources and stochastic durations. J. Sched. 18(6): 607-622 (2015) - [c104]Aldy Gunawan, Hoong Chuin Lau, Mustafa Misir:
Designing a Portfolio of Parameter Configurations for Online Algorithm Selection. AAAI Workshop: Algorithm Configuration 2015 - [c103]Sandhya Saisubramanian, Pradeep Varakantham, Hoong Chuin Lau:
Risk Based Optimization for Improving Emergency Medical Systems. AAAI 2015: 702-708 - [c102]Richard Jayadi Oentaryo, Stephanus Daniel Handoko, Hoong Chuin Lau:
Algorithm Selection via Ranking. AAAI 2015: 1826-1832 - [c101]Pradeep Varakantham, Hala Mostafa, Na Fu, Hoong Chuin Lau:
DIRECT: A Scalable Approach for Route Guidance in Selfish Orienteering Problems. AAMAS 2015: 483-491 - [c100]Truc Viet Le, Siyuan Liu, Hoong Chuin Lau, Ramayya Krishnan:
Predicting Bundles of Spatial Locations from Learning Revealed Preference Data. AAMAS 2015: 1121-1129 - [c99]Cen Chen, Shih-Fen Cheng, Archan Misra, Hoong Chuin Lau:
Multi-Agent Task Assignment for Mobile Crowdsourcing under Trajectory Uncertainties. AAMAS 2015: 1715-1716 - [c98]Duc Thien Nguyen, Hoong Chuin Lau
, Akshat Kumar:
Decomposition techniques for urban consolidation problems. CASE 2015: 57-62 - [c97]Stephanus Daniel Handoko, Hoong Chuin Lau
:
Efficient order sharing with privacy preservation via double auction with split delivery. CASE 2015: 69-74 - [c96]Stephanus Daniel Handoko, Hoong Chuin Lau
, Abhishek Gupta
, Yew-Soon Ong
, Chen Kim Heng, Puay Siew Tan
:
Solving multi-vehicle profitable tour problem via knowledge adoption in evolutionary bi-level programming. CEC 2015: 2713-2720 - [c95]Aldy Gunawan, Hoong Chuin Lau
, Kun Lu:
An Iterated Local Search Algorithm for Solving the Orienteering Problem with Time Windows. EvoCOP 2015: 61-73 - [c94]Chen Wang, Hoong Chuin Lau
, Yun Fong Lim
:
A Rolling Horizon Auction Mechanism and Virtual Pricing of Shipping Capacity for Urban Consolidation Centers. ICCL 2015: 422-436 - [c93]Jiali Du, Shih-Fen Cheng
, Hoong Chuin Lau
:
Designing Bus Transit Services for Routine Crowd Situations at Large Event Venues. ICCL 2015: 704-718 - [c92]Cen Chen, Shih-Fen Cheng, Hoong Chuin Lau, Archan Misra:
Towards City-Scale Mobile Crowdsourcing: Task Recommendations under Trajectory Uncertainties. IJCAI 2015: 1113-1119 - [c91]Mustafa Misir
, Stephanus Daniel Handoko, Hoong Chuin Lau
:
ADVISER: A Web-Based Algorithm Portfolio Deviser. LION 2015: 23-28 - [c90]Mustafa Misir
, Stephanus Daniel Handoko, Hoong Chuin Lau
:
OSCAR: Online Selection of Algorithm Portfolios with Case Study on Memetic Algorithms. LION 2015: 59-73 - [c89]Qian Li, Hoong Chuin Lau
:
A Layered Hidden Markov Model for Predicting Human Trajectories in a Multi-floor Building. WI-IAT (2) 2015: 344-351 - [c88]Larry J. J. Lin, Shih-Fen Cheng
, Hoong Chuin Lau
:
Building crowd movement model using sample-based mobility survey. WSC 2015: 139-150 - 2014
- [j25]Shaohui Hong, Defu Zhang, Hoong Chuin Lau
, Xiangxiang Zeng
, Yain-Whar Si
:
A hybrid heuristic algorithm for the 2D variable-sized bin packing problem. Eur. J. Oper. Res. 238(1): 95-103 (2014) - [j24]Hao Lan Zhang
, Hoong Chuin Lau
:
Agent-based problem solving methods in Big Data environment. Web Intell. Agent Syst. 12(4): 343-345 (2014) - [j23]Cen Chen, Shih-Fen Cheng
, Hoong Chuin Lau
:
Multi-agent orienteering problem with time-dependent capacity constraints. Web Intell. Agent Syst. 12(4): 347-358 (2014) - [c87]Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein, Chongjie Zhang:
Decentralized Multi-Agent Reinforcement Learning in Average-Reward Dynamic DCOPs. AAAI 2014: 1447-1455 - [c86]Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau, Shlomo Zilberstein, Chongjie Zhang:
Decentralized multi-agent reinforcement learning in average-reward dynamic DCOPs. AAMAS 2014: 1341-1342 - [c85]Truc Viet Le, Siyuan Liu, Hoong Chuin Lau, Ramayya Krishnan:
A quantitative analysis of decision process in social groups using human trajectories. AAMAS 2014: 1425-1426 - [c84]Shih-Fen Cheng, Duc Thien Nguyen, Hoong Chuin Lau:
Mechanisms for arranging ride sharing and fare splitting for last-mile travel demands. AAMAS 2014: 1505-1506 - [c83]Aldy Gunawan, Kien Ming Ng
, Kim Leng Poh, Hoong Chuin Lau
:
Hybrid metaheuristics for solving the quadratic assignment problem and the generalized quadratic assignment problem. CASE 2014: 119-124 - [c82]Stephanus Daniel Handoko, Duc Thien Nguyen, Hoong Chuin Lau
:
An auction mechanism for the last-mile deliveries via urban consolidation centre. CASE 2014: 607-612 - [c81]Stephanus Daniel Handoko, Duc Thien Nguyen, Zhi Yuan, Hoong Chuin Lau
:
Reinforcement learning for adaptive operator selection in memetic search applied to quadratic assignment problem. GECCO (Companion) 2014: 193-194 - [c80]Mustafa Misir
, Stephanus Daniel Handoko, Hoong Chuin Lau
:
Building algorithm portfolios for memetic algorithms. GECCO (Companion) 2014: 197-198 - [c79]Aldy Gunawan, Hoong Chuin Lau
:
Second order-response surface model for the automated parameter tuning problem. IEEM 2014: 652-656 - [c78]Zhi Yuan, Stephanus Daniel Handoko, Duc Thien Nguyen, Hoong Chuin Lau
:
An Empirical Study of Off-Line Configuration and On-Line Adaptation in Operator Selection. LION 2014: 62-76 - [c77]Hoong Chuin Lau:
Last-mile delivery in smart cities. SoICT 2014: 5 - [c76]Chen Wang, Stephanus Daniel Handoko, Hoong Chuin Lau
:
An auction with rolling horizon for urban consolidation centre. SOLI 2014: 438-443 - [i3]Na Fu, Hoong Chuin Lau, Pradeep Varakantham, Fei Xiao:
Robust Local Search for Solving RCPSP/max with Durational Uncertainty. CoRR abs/1401.4595 (2014) - 2013
- [j22]Aldy Gunawan, Hoong Chuin Lau
:
Master physician scheduling problem. J. Oper. Res. Soc. 64(3): 410-425 (2013) - [j21]Lindawati, Hoong Chuin Lau
, David Lo
:
Clustering of search trajectory and its application to parameter tuning. J. Oper. Res. Soc. 64(12): 1742-1752 (2013) - [c75]Pradeep Varakantham
, Na Fu, William Yeoh
, Shih-Fen Cheng
, Hoong Chuin Lau
:
Budgeted Personalized Incentive Approaches for Smoothing Congestion in Resource Networks. ADT 2013: 375-386 - [c74]Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau:
Distributed Gibbs: a memory-bounded sampling-based DCOP algorithm. AAMAS 2013: 167-174 - [c73]Ajay S. Aravamudhan, Archan Misra
, Hoong Chuin Lau
:
"Network-theoretic" queuing delay estimation in theme park attractions. CASE 2013: 776-782 - [c72]Kar Way Tan
, Wei Hao Tan, Hoong Chuin Lau
:
Improving patient length-of-stay in emergency department through dynamic resource allocation policies. CASE 2013: 984-989 - [c71]Zhi Yuan, Thomas Stützle
, Marco Antonio Montes de Oca, Hoong Chuin Lau
, Mauro Birattari
:
An analysis of post-selection in automatic configuration. GECCO 2013: 1557-1564 - [c70]Pradeep Varakantham, Hoong Chuin Lau, Zhi Yuan:
Scalable Randomized Patrolling for Securing Rapid Transit Networks. IAAI 2013: 1563-1568 - [c69]Hoong Chuin Lau, Lucas Agussurja, Shih-Fen Cheng, Pang Jin Tan:
A Multi-Objective Memetic Algorithm for Vehicle Resource Allocation in Sustainable Transportation Planning. IJCAI 2013: 2833-2839 - [c68]Divyan Munirathnam Konidala, Robert H. Deng
, Yingjiu Li, Hoong Chuin Lau
, Stephen E. Fienberg:
Anonymous Authentication of Visitors for Mobile Crowd Sensing at Amusement Parks. ISPEC 2013: 174-188 - [c67]Hoong Chuin Lau
, Tuan Anh Hoang:
Risk Minimization of Disjunctive Temporal Problem with Uncertainty. KSE (2) 2013: 223-236 - [c66]Lindawati, Zhi Yuan, Hoong Chuin Lau
, Feida Zhu
:
Automated Parameter Tuning Framework for Heterogeneous and Large Instances: Case Study in Quadratic Assignment Problem. LION 2013: 423-437 - [c65]Shih-Fen Cheng
, Larry Lin, Jiali Du, Hoong Chuin Lau
, Pradeep Varakantham
:
An agent-based simulation approach to experience management in theme parks. WSC 2013: 1527-1538 - [c64]Kar Way Tan
, Hoong Chuin Lau
, Francis Chun Yue Lee:
Improving patient length-of-stay in emergency department through dynamic queue management. WSC 2013: 2362-2373 - 2012
- [j20]Na Fu, Hoong Chuin Lau
, Pradeep Varakantham
, Fei Xiao:
Robust Local Search for Solving RCPSP/max with Durational Uncertainty. J. Artif. Intell. Res. 43: 43-86 (2012) - [j19]Shih-Fen Cheng
, John Tajan, Hoong Chuin Lau
:
Robust distributed scheduling via time-period aggregation. Web Intell. Agent Syst. 10(3): 305-318 (2012) - [c63]Long-Foong Liow, Shih-Fen Cheng
, Hoong Chuin Lau
:
Niche-seeking in influence maximization with adversary. ICEC 2012: 107-112 - [c62]Jong Han Park, Jae Kyu Lee, Hoong Chuin Lau
:
Bidder behaviors in repeated B2B procurement auctions. ICEC 2012: 145-152 - [c61]Duc Thien Nguyen, William Yeoh, Hoong Chuin Lau:
Stochastic dominance in stochastic DCOPs for risk-sensitive applications. AAMAS 2012: 257-264 - [c60]Geoffrey J. Gordon, Pradeep Varakantham, William Yeoh, Hoong Chuin Lau, Ajay S. Aravamudhan, Shih-Fen Cheng:
Lagrangian relaxation for large-scale multi-agent planning. AAMAS 2012: 1227-1228 - [c59]Kar Way Tan
, Chao Wang, Hoong Chuin Lau
:
Improving patient flow in emergency department through dynamic priority queue. CASE 2012: 125-130 - [c58]Shih-Fen Cheng
, Duc Thien Nguyen, Hoong Chuin Lau
:
A Mechanism for Organizing Last-Mile Service Using Non-dedicated Fleet. IAT 2012: 85-89 - [c57]Geoffrey J. Gordon, Pradeep Varakantham
, William Yeoh
, Hoong Chuin Lau
, Ajay S. Aravamudhan, Shih-Fen Cheng
:
Lagrangian Relaxation for Large-Scale Multi-agent Planning. IAT 2012: 494-501 - [c56]Hoong Chuin Lau
, Zhengping Li, Xin Du, Heng Jiang, Robert De Souza:
Logistics orchestration modeling and evaluation for humanitarian relief. SOLI 2012: 25-30 - [c55]Lucas Agussurja, Hoong Chuin Lau:
Toward Large-Scale Agent Guidance in an Urban Taxi Service. UAI 2012: 36-43 - [c54]Hoong Chuin Lau, William Yeoh, Pradeep Varakantham, Duc Thien Nguyen, HuaXing Chen:
Dynamic Stochastic Orienteering Problems for Risk-Aware Applications. UAI 2012: 448-458 - [e1]Robert J. Kauffman, Martin Bichler, Hoong Chuin Lau
, Yinping Yang, Christopher C. Yang:
Fourteenth International Conference on Electronic Commerce, ICEC '12, Singapore, August 7-8, 2012. ACM 2012, ISBN 978-1-4503-1197-7 [contents] - [i2]Lucas Agussurja, Hoong Chuin Lau:
Toward Large-Scale Agent Guidance in an Urban Taxi Service. CoRR abs/1210.4849 (2012) - [i1]Hoong Chuin Lau, William Yeoh, Pradeep Varakantham, Duc Thien Nguyen, HuaXing Chen:
Dynamic Stochastic Orienteering Problems for Risk-Aware Applications. CoRR abs/1210.4874 (2012) - 2011
- [j18]Hoong Chuin Lau
, Zhengyi John Zhao, Shuzhi Sam Ge
, Tong Heng Lee:
Allocating Resources in Multiagent Flowshops With Adaptive Auctions. IEEE Trans Autom. Sci. Eng. 8(4): 732-743 (2011) - [c53]Kar Way Tan
, Na Fu, Hoong Chuin Lau
:
Improving Service through Just-in-Time Concept in a Dynamic Operational Environment. HICSS 2011: 1-9 - [c52]HuaXing Chen, Hoong Chuin Lau
:
A math-heuristic approach for integrated resource scheduling in a maritime logistics facility. IEEM 2011: 195-199 - [c51]Shaowei Wang, David Lo
, Lingxiao Jiang
, Lucia, Hoong Chuin Lau
:
Search-based fault localization. ASE 2011: 556-559 - [c50]Lindawati, Hoong Chuin Lau
, David Lo
:
Instance-Based Parameter Tuning via Search Trajectory Similarity Clustering. LION 2011: 131-145 - [c49]Aldy Gunawan, Hoong Chuin Lau
, Lindawati:
Fine-Tuning Algorithm Parameters Using the Design of Experiments Approach. LION 2011: 278-292 - [c48]Lucas Agussurja, Hoong Chuin Lau
:
A POMDP Model for Guiding Taxi Cruising in a Congested Urban City. MICAI (1) 2011: 415-428 - 2010
- [j17]Hoong Chuin Lau
, Jie Pan, Huawei Song:
Periodic Resource Reallocation in Two-Echelon Repairable Item Inventory Systems. IEEE Trans Autom. Sci. Eng. 7(3): 474-485 (2010) - [c47]Na Fu, Pradeep Varakantham, Hoong Chuin Lau:
Towards Finding Robust Execution Strategies for RCPSP/max with Durational Uncertainty. ICAPS 2010: 73-80 - [c46]Steven O. Kimbrough, Ann Kuo, Hoong Chuin Lau
:
Effective heuristic methods for finding non-optimal solutions of interest in constrained optimization models. GECCO 2010: 295-296 - [c45]Steven O. Kimbrough, Ann Kuo, Hoong Chuin Lau
:
On decision support for deliberating with constraints in constrained optimization models. GECCO (Companion) 2010: 1833-1840 - [c44]HuaXing Chen, Hoong Chuin Lau
:
Decentralized Resource Allocation and Scheduling via Walrasian Auctions with Negotiable Agents. IAT 2010: 356-360 - [c43]Ramesh Thangarajoo, Hoong Chuin Lau
:
Distributed Route Planning and Scheduling via Hybrid Conflict Resolution. IAT 2010: 374-378
2000 – 2009
- 2009
- [j16]Qianhui Althea Liang, Xindong Wu, Hoong Chuin Lau
:
Optimizing Service Systems Based on Application-Level QoS. IEEE Trans. Serv. Comput. 2(2): 108-121 (2009) - [j15]Zhengyi John Zhao, Hoong Chuin Lau
, Shuzhi Sam Ge
:
Integrated Resource Allocation and Scheduling in a Bidirectional Flowshop With Multimachine and COS Constraints. IEEE Trans. Syst. Man Cybern. Part C 39(2): 190-200 (2009) - [j14]Lucas Agussurja, Hoong Chuin Lau
:
The price of stability in selfish scheduling games. Web Intell. Agent Syst. 7(4): 321-332 (2009) - [c42]Jilian Zhang, Hoong Chuin Lau
, Jialie Shen:
Setting discrete bid levels adaptively in repeated auctions. ICEC 2009: 195-204 - [c41]Ireneus Rudolf Wior, Zheng Zhao, Ming Luo, Jing-Bing Zhang, Shuzhi Sam Ge
, Hoong Chuin Lau
:
Conceptual framework of a dynamic resource allocation test bed and its practical realization with ProModel. CCA/ISIC 2009: 1613-1618 - 2008
- [j13]Guang Feng, Hoong Chuin Lau
:
Efficient algorithms for machine scheduling problems with earliness and tardiness penalties. Ann. Oper. Res. 159(1): 83-95 (2008) - [j12]Hoong Chuin Lau
, Lucas Agussurja, Ramesh Thangarajoo:
Real-time supply chain control via multi-agent adjustable autonomy. Comput. Oper. Res. 35(11): 3452-3464 (2008) - [c40]Hoong Chuin Lau
, Zhengyi John Zhao, Shuzhi Sam Ge
, Tong Heng Lee:
Utility pricing auction for multi-period resource allocation in multi-machine flow shop problems. ICEC 2008: 5:1-5:9 - [c39]Jong Han Park, Jae Kyu Lee, Hoong Chuin Lau
:
Relationship preserving auction for repeated e-procurement. ICEC 2008: 35:1-35:9 - [c38]Ramesh Thangarajoo, Lucas Agussurja, Hoong Chuin Lau:
A Hybrid Approach to Convoy Movement Planning in an Urban City. AAAI 2008: 1738-1744 - [c37]Na Fu, Hoong Chuin Lau, Fei Xiao:
Generating Robust Schedules Subject to Resource and Duration Uncertainties. ICAPS 2008: 83-90 - [c36]Hoong Chuin Lau
, Kong Wei Lye, Viet Bang Nguyen:
A Combinatorial Auction Framework for Solving Decentralized Scheduling Problems (Extended Abstract). CPAIOR 2008: 333-337 - [c35]Shih-Fen Cheng
, John Tajan, Hoong Chuin Lau
:
Distributing Complementary Resources across Multiple Periods with Stochastic Demand: Hedging via Time Frame Aggregation. IAT 2008: 373-379 - [c34]Qianhui Liang, Hoong Chuin Lau
, Xindong Wu:
Robust Application-Level QoS Management in Service-Oriented Systems. ICEBE 2008: 239-246 - 2007
- [j11]Hoong Chuin Lau
, Wee Chong Wan, Steven Halim, Kaiyang Toh:
A software framework for fast prototyping of meta-heuristics hybridization. Int. Trans. Oper. Res. 14(2): 123-141 (2007) - [c33]Zhengyi John Zhao, Thin Yin Leong, Shuzhi Sam Ge
, Hoong Chuin Lau
:
Bidirectional Flow Shop Scheduling with Multi-Machine Capacity and Critical Operation Sequencing. ISIC 2007: 446-451 - [c32]Hoong Chuin Lau, Thomas Ou, Fei Xiao:
Robust Local Search and Its Application to Generating Robust Schedules. ICAPS 2007: 208-215 - [c31]Steven Halim, Roland H. C. Yap, Hoong Chuin Lau
:
An Integrated White+Black Box Approach for Designing and Tuning Stochastic Local Search. CP 2007: 332-347 - [c30]Lucas Agussurja, Hoong Chuin Lau:
The Price of Stability in Selfish Scheduling Games. IAT 2007: 305-311 - [c29]Hoong Chuin Lau
, Shih-Fen Cheng
, Thin Yin Leong, Jong Han Park, Zhengyi John Zhao:
Multi-Period Combinatorial Auction Mechanism for Distributed Resource Allocation and Scheduling. IAT 2007: 407-411 - [p1]Steven Halim, Hoong Chuin Lau
:
Tuning Tabu Search Strategies Via Visual Diagnosis. Metaheuristics 2007: 365-388 - 2006
- [j10]Hoong Chuin Lau
, Trung Hieu Ngo, Bao Nguyen Nguyen:
Finding a length-constrained maximum-sum or maximum-density subtree and its application to logistics. Discret. Optim. 3(4): 385-391 (2006) - [j9]Hoong Chuin Lau
, Huawei Song, Chuen Teck See, Siew Yen Cheng:
Evaluation of time-varying availability in multi-echelon spare parts systems with passivation. Eur. J. Oper. Res. 170(1): 91-105 (2006) - [c28]Huawei Song, Hoong Chuin Lau
:
Two-Instant Reallocation in Two-Echelon Spare Parts Inventory Systems. CASE 2006: 342-345 - [c27]Steven Halim, Roland H. C. Yap, Hoong Chuin Lau:
Visualization for Analyzing Trajectory-Based Metaheuristic Search Algorithms. ECAI 2006: 703-704 - [c26]Hoong Chuin Lau
, Guan Li Soh, Wee Chong Wan:
Dynamic Multi-Linked Negotiations in Multi-Echelon Production Scheduling Networks. IAT 2006: 498-505 - [c25]Hoong Chuin Lau
, Jia Li, Roland H. C. Yap:
Robust Controllability of Temporal Constraint Networks under Uncertainty. ICTAI 2006: 288-296 - [c24]Hoong Chuin Lau
, Ramesh Thangarajoo, Kien Ming Ng
:
A Hybrid MIP/Heuristic Model for Experience Based Driver Assignment. ICTAI 2006: 407-415 - [c23]Steven Halim, Roland H. C. Yap, Hoong Chuin Lau
:
Viz: a visual analysis suite for explaining local search behavior. UIST 2006: 57-66 - 2005
- [c22]Hoong Chuin Lau
, Huawei Song:
Evaluation of time-varying availability in multi-echelon inventory system under combat damage. CASE 2005: 226-231 - [c21]Hoong Chuin Lau
, Lucas Agussurja, Ramesh Thangarajoo:
Partial Adjustable Autonomy in Multi-Agent Environment and Its Application to Military Logistics. IAT 2005: 152-156 - [c20]Hoong Chuin Lau
, Lei Zhang, Chang Liu:
Solving Generalized Open Constraint Optimization Problem Using Two-level Multi-agent Framework. IAT 2005: 558-564 - [c19]Hoong Chuin Lau
, Thomas Ou, Melvyn Sim
:
Robust Temporal Constraint Network. ICTAI 2005: 82-88 - [c18]Hoong Chuin Lau
, Hui Wang:
A multi-agent approach for solving optimization problems involving expensive resources. SAC 2005: 79-83 - 2004
- [j8]Yuyue Song, Hoong Chuin Lau
:
A periodic-review inventory model with application to the continuous-review obsolescence problem. Eur. J. Oper. Res. 159(1): 110-120 (2004) - [c17]Hoong Chuin Lau, Kien Ming Ng, Xiaotao Wu:
Transport Logistics Planning with Service-Level Constraints. AAAI 2004: 519-524 - [c16]Hoong Chuin Lau
, Wee Chong Wan, Min Kwang Lim, Steven Halim:
A Development Framework for Rapid Meta-Heuristics Hybridization. COMPSAC 2004: 362-367 - [c15]Hoong Chuin Lau
, Lei Zhang:
A Two-Level Framework for Coalition Formation via Optimization and Agent Negotiation. IAT 2004: 441-445 - 2003
- [j7]Hoong Chuin Lau
, Melvyn Sim
, Kwong Meng Teo:
Vehicle routing problem with time windows and a limited number of vehicles. Eur. J. Oper. Res. 148(3): 559-569 (2003) - [c14]Hoong Chuin Lau
, Wei Sian Lim:
Multi-agent Coalition via Autonomous Price Negotiation in a Real-Time Web Environment. IAT 2003: 580-583 - [c13]Hoong Chuin Lau
, Lei Zhang:
Task Allocation via Multi-Agent Coalition Formation: Taxonomy, Algorithms and Complexity. ICTAI 2003: 346-350 - 2002
- [j6]Hoong Chuin Lau
:
A New Approach for Weighted Constraint Satisfaction. Constraints An Int. J. 7(2): 151-165 (2002) - [j5]Hoong Chuin Lau
, Zhe Liang:
Pickup and Delivery with Time Windows: Algorithms and Test Case Generation. Int. J. Artif. Intell. Tools 11(3): 455-472 (2002) - [c12]Hoong Chuin Lau, Qi Zhang Liu, Hirotaka Ono:
Integrating Local Search and Network Flow to Solve the Inventory Routing Problem. AAAI/IAAI 2002: 9-14 - [c11]Hoong Chuin Lau, Yuyue Song:
Combining Two Heuristics to Solve a Supply Chain Optimization Problem. ECAI 2002: 581-585 - [c10]Hoong Chuin Lau
, Yam Guan Goh:
An Intelligent Brokering System to Support Multi-Agent Web-Based 4th-Party Logistics. ICTAI 2002: 154- - 2001
- [c9]Hoong Chuin Lau
, Zhe Liang:
Pickup and Delivery with Time Windows: Algorithms and Test Case Generation. ICTAI 2001: 333-340 - 2000
- [j4]Hoong Chilin Lau
, Qi Zhang Liu:
Collaborative Model and Algorithms for Supporting Real-Time Distribution Logistics Systems. Electron. Notes Discret. Math. 4: 17-31 (2000) - [c8]Hoong Chuin Lau, Andrew Lim, Qi Zhang Liu:
Solving a Supply Chain Optimization Problem Collaboratively. AAAI/IAAI 2000: 780-785
1990 – 1999
- 1999
- [c7]Chia Jim Tong, Hoong Chuin Lau, Andrew Lim
:
Ant Colony Optimization for the Ship Berthing Problem. ASIAN 1999: 359-370 - 1997
- [j3]Magnús M. Halldórsson
, Hoong Chuin Lau:
Low-degree Graph Partitioning via Local Search with Applications to Constraint Satisfaction, Max Cut, and Coloring. J. Graph Algorithms Appl. 1(3): 1-13 (1997) - 1996
- [j2]Hoong Chuin Lau
:
On the complexity of manpower shift scheduling. Comput. Oper. Res. 23(1): 93-102 (1996) - [j1]Hoong Chuin Lau, Osamu Watanabe:
Randomized Approximation of the Constraint Satisfaction Problem. Nord. J. Comput. 3(4): 405-424 (1996) - [c6]Hoong Chuin Lau
:
Probabilistic Analysis of Local Search and NP-Completeness Result for Constraint Satisfaction (Extended Abstract). COCOON 1996: 371-380 - [c5]Hoong Chuin Lau:
A New Approach for Weighted Constraint Satisfaction: Theoretical and Computational Results. CP 1996: 323-337 - [c4]Hoong Chuin Lau:
Probabilistic Analysis of Local Search on Random Instances of Constraint Satisfaction. ECAI 1996: 195-199 - [c3]Hoong Chuin Lau, Osamu Watanabe
:
Randomized Approximation of the Constraint Satisfaction Problem (Extended Abstract). SWAT 1996: 76-87 - 1995
- [c2]Hoong Chuin Lau:
Approximation of Constraint Satisfaction via Local Search (Extended Abstract). WADS 1995: 461-472 - 1994
- [c1]Hoong Chuin Lau
:
Manpower Scheduling with Shift Change Constraints. ISAAC 1994: 616-624
Coauthor Index
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