Ongoing Grants 2024-2029, PI, AISG, Learning Assisted Human-AI Collaboration for Combinatorial Optimization 2024-2029, NTU PI, A*STAR, CL3 - LLM Based Smart Assistant System 2024-2025, PI, AISG 100E4R, Prescriptive Analytics with DRL-Enabled Model 2023-2026, Team PI, MTC-IAF PP, Distributed Smart Value Chain (DSVC) 2023-2026, Co-PI, MTC-IAF PP, Physics and Knowledge Transfer-based Cognitive Digital Twin for Advanced Battery Analytics 2023-2025 PI, MOE Tier-1, Artificial Intelligence for Quantitative Trading Completed Grants 2023-2025, PI, S-Lab, Research and Application of Deep Reinforcement Learning in Retail Logistics Supply Chain Optimization 2021-2024 PI, MOE Tier-1, Never-Ending Deep Learning Agent for Non-stationary Data Streams 2021-2024 Co-PI, A*STAR, A Simulation and Policy Evaluation Toolset for Smart Urban Mobility Systems with Emerging Technologies 2023-2024, Co-PI, MOE Tier-1, Virality Modelling and Analysis of Firm-specific Information on Social Media 2022-2024 Co-PI, MOE Tier-1, Parking Supply Planning In Future Mobility System With Autonomous Vehicles 2014-2023 Co-PI, A*STAR SIMTech, Complex Systems in Manufacturing Operations and Supply Chain Networks 2019-2022 Lead PI, RIE 2020 Advanced Manufacturing and Engineering (AME) IAF-PP, Cyber-Physical Production System (CPPS) - Towards Contextual and Intelligent Response 2018-2022 PI, SINTEL-NTU Cognitive & Artificial Intelligence Joint Lab, An Integrated Planning Framework for Resource Allocation in Complex Environment 2020-2022 Co-PI, NISTH Seed Grant, Screening and accuracy nudging to combat misinformation on COVID-19: AI-based prototype development and pilot intervention 2018-2021 PI, Delta-NTU Corporate Lab, Personalized Recommendation for Smart Learning in Enterprise 2017-2021 PI, BMW Asia Pte Ltd, BMW Tech Office Singapore - Personal Assist I 2018-2021 PI, Henkel Global Supply Chain B.V, Sourcing Robotics: Intelligent sourcing agent 2018-2020 PI, ST Engineering-NTU Corporate Lab, Multi-robot System Architecture 2013-2020 PI, RR: Agent-based Simulation for EDP 2018-2020 PI, MOE AcRF Tier 1: Link Prediction in Signed Social Networks 2017-2019 International Collaborator, National Natural Science Foundation of China (NSFC), Quality Evaluation of Online Opinions by Leveraging Trust Theory and Machine Learning 2016-2019 International Collaborator, National Natural Science Foundation of China (NSFC), Reaseach on Sparsity Trust Theory and Its Applications 2015-2018 PI, Telenor-NTU Joint R&D: Whom-to-Follow Recommender Systems in Interest-Social Networks 2014-2018 PI, Rolls-Royce@NTU Corporate Lab, Framework for Rapid Simulation of Complex Business Systems 2016-2018 International Collaborator, National Natural Science Foundation of China (NSFC), Design of Fast Trust Establishment Method for Trusted Industrial Control Systems 2014-2018 PI, MOE AcRF Tier 1: Multi-Agent Multi-Objective Vehicle Routing 2013-2018 PI, BMW NTU Future Mobility Research Lab funded by BMW ASIA PTE LTD: Stochastic Vehicle Routing 2013-2015 NTU PI, A*STAR SERC Grant: Security, Privacy And tRust FrameworK (SPARK) platform for Large-Scale Heterogeneous Wireless Sensor and Actuator Networks 2013-2015 Co-PI, MOE AcRF Tier 2: Detecting Frauds in Publicly Traded Chinese Firms (multidisciplinary research with Nanyang Business School) 2013-2015 Co-PI, MOE AcRF Tier 1: Do Business Executives' Twitter and Weibo Accounts Contain Useful Information about their Personalities that can Help Predict their Corporate Decisions? (multidisciplinary research with Nanyang Business School and School of Humanities and Social Sciences) 2012-2015 PI, MOE AcRF Tier 2: ROSE (Reputable Opinion Social Environment) via Connectors, Mavens and Salesmen (multidisciplinary research with School of Humanities and Social Sciences) 2014-2015 PI, SIMTech, A Validation Study of Agent-based Model Comparing with Traditional Models under the Scenario of Supply Chain (Risk) Management 2012-2014 PI, ACI Seed Funding: A Cultural Study on Trust in Online Social Networks (multidisciplinary research with Information Management of Nanjing University, China) 2010-2014 Co-PI, A*STAR SERC Grant: User and Domain-Driven Data Analytics as a Service Framework (UDDDASF) 2011-2013 PI, MOE AcRF Tier 1: Towards Effective Trust Management with Desired Properties for VANETs 2012-2013 PI, COE-SCE Seed Fund: Formal Modeling and Analysis of Collaborative Security 2010-2012 PI, NTU Start-Up Grant: Distributed Trust Modeling for Real-time Environments and in Scenarios of System Security
	1. Post-doc Research Fellow position is available Post-doc Research Fellow position is available for 2 years at the School of Computer Engineering (http://www.ntu.edu.sg/SCE) and Nanyang Business School (http://www.nbs.ntu.edu.sg), Nanyang Technological University, starting immediately. You will be conducting research in the area of artificial intelligence and multiagent systems. The salary is highly competitive. Requirements include: (1) PhD degree in CS or a related discipline; (2) Sufficient knowledge and experience in AI related research; (3) Excellent English writing skills. If interested, please send a detailed CV to: zhangj AT ntu.edu.sg
	2. Scholarships are available for PhD study Opportunity for PhD study with full scholarship available at the School of Computer Engineering, Nanyang Technological University (http://www.ntu.edu.sg/SCE/). Research directions include (but not limited to): Artificial Intelligence and Multi-agent Systems; Trust Modeling and Incentive Mechanism Design; Social Networks; Recommender Systems. Requirements include: (1) Bachelor or Master's degree in CS or a related discipline; (2) High GPA; and (3) Good programming and analysis skills Interested students please send a brief CV and unofficial transcript to: zhangj AT ntu.edu.sg
	3. SINGA Scholarships are available for PhD study Opportunity for PhD study with full SINGA scholarship available at the SIMTech-NTU Joint Lab on Complex Systems. Research directions include (but not limited to) to the general areas in Artificial Intelligence and Multi-agent Systems. Requirements include: (1) Bachelor or Master's degree in CS or a related discipline; (2) High GPA; and (3) Good programming and analysis skills Interested students please send a brief CV and unofficial transcript to: zhangj AT ntu.edu.sg
	4. Funding available for Project Officer and Research Associate positions Project Officer and Research Associate positions are available for 1 to 2 years at the School of Computer Engineering, Nanyang Technological University (http://www.ntu.edu.sg/SCE/). You will be improving on existing methodologies and applying research results to the development of systems. The potential projects for research and development include (but not limited to) artificial intelligence and multiagent systems. Requirements include: (1) Bachelor, Master's, or PhD degree in CS or a related discipline; (2) Excellent programming and problem analysis skills. If interested, please send a detailed CV to: zhangj AT ntu.edu.sg
	5. Opportunities for Exchange Students Opportunities for Exchange Students are available at the School of Computer Engineering, Nanyang Technological University (http://www.ntu.edu.sg/SCE/). You will be studying in an English environment surrounded by excellent professors and talented students from all over the world. You will also have the opportunity to be involved in advanced research in Artificial Intelligence, Multi-agent Systems, and Information Systems. Requirements include: (1) Currently involved in Master or PhD study in CS or a related discipline; (2) Passionate in learning and conducting research and development. If interested, please send a brief CV and unofficial transcript to: zhangj AT ntu.edu.sg