Academic Qualification
Ph.D. in South China University of Technology
Master in Jinan University and University of Macau
Bachelor in Guangzhou University
Teaching Area
Business Analysis and Decision Making
Information Technology
Research Area
Pandemic and Epidemic Dynamics and Prediction
Human-Robot Interaction
Statistical Learning
Big Data Analysis and Applications
Artificial Intelligence in Healthcare
Working Experience
Aug. 2017 ~ present, Professor, Department of Engineering and Science, Faculty of Innovation Engineering, MUST
May 2021 ~ present, PI, Guangzhou Laboratory (National Laboratory)
May 2021 ~ present, Associate Researcher, Guangdong Nanshan Innovative Medicine Research Institute
Aug. 2017 ~ Jul. 2018, Visiting Researcher, Automation and Energy Laboratory, University of Saarland, Germany
Jan. 2016 ~ Jul. 2017, Executive Director and Deputy CEO, Parafuturo de Macau Investment Development Co., Ltd.
Jun. 2015 ~ Dec. 2015, Visiting Scholar, Discrete Event Systems Laboratory, New Jersey Institute of Technology, USA
November 2011 - May 2013, Postdoctoral Visiting Researcher, Smart City Research Center, Fudan University
Sep. 2003 ~ May 2015, Director, Macau University of Science and Technology Research Office
Aug. 2002 ~ Aug. 2003, Assistant Dean, Huasoft Software College, Guangzhou University
Nov. 1996 ~ Aug. 2002, Co-Founder & Technical Director, NetCraft Information Technology (Macau) Co., Ltd.
Academic Publication (selected)
1. X. Li, H. He, G. Lu, P. Yue, J. Chen, Z. Yang and C. Hon, “TCM-DS: A Large Language Model for Intelligent Traditional Chinese Medicine Edible Herbal Formulas Recommendations,” Chinese Medicine, vol. 20, no. 191, November, 2025. DOI: 10.1186/s13020-025-01249-0. (Q1, IF: 5.7)
2. X. Zheng, Z. Cheng, J. Cheng, C. Hon, and Y. Yang, “Blaschke Learning Machine: A Novel and Efficient Continual Learning Classifier Toward Intelligent Fault Diagnosis,” Mechanical Systems and Signal Processing, vol. 239, Oct., 2025, pp. 113350. DOI: 10.1016/j.ymssp.2025.113350. (Q1, IF: 8.9)
3. N. Sun, X. Shao, C. Hou, X. Wei, W. Lin, Y. Yang, L. Chen, C. Hon, and G. Zhu, “Feasibility of Eliminating Adult Hepatitis B in Guangdong by 2030: A Modeling Study,” Infectious Disease Modelling, vol. 11, Mar., 2026, pp. 191–202. DOI: 10.1016/j.idm.2025.09.008. (Q2, IF: 2.5)
4. Q. Yang, H. Yang, C. Hon, and T. Qian, “ Boundedness of Commutator and Hörmander Condition,” Acta Mathematica Scientia, vol. 45, Sep., 2025, no. 5, pp. 2171–2189,
DOI: 10.1007/s10473-025-0519-6. (Q1, IF: 1.1)
5. X. Wang, J. Luo, X. Cai, R. Liu, Y. Li, and C. Hon, “DeepHVI: A Multimodal Deep Learning Framework for Predicting Human–Virus Protein–Protein Interactions Using Protein Language Models,” Biosafety and Health, vol. 7, Aug., 2025, no. 4, pp. 257–266. DOI: 10.1016/j.bsheal.2025.07.005. (Q2, IF: 3.0)
6. X. Li, H. He, J. Huang, R. Liu, T. Qian and C. Hon, "ASFM-AFD: Multimodal Fusion of AFD-Optimized LiDAR and Camera Data for Paper Defect Detection," IEEE Transactions on Instrumentation and Measurement, vol. 74, 2025, pp. 1-14, Art no. 3545514, DOI: 10.1109/TIM.2025.3580902. (Q1, IF: 5.9)
7. W. He, J. Wu, C. H. Chen, A. Finley, H. Wang, H. Huang, C. Ng, T. Chui, J. Zhang, and C. Hon, “Predicting COVID-19 vaccination timing by integrating the theory of planned behavior and the diffusion of innovations: A cross-sectional survey in Macao, China,”Journal of Thoracic Disease, vol. 17, May, 2025, no. 5, pp. 2813–2826. DOI: 10.21037/jtd-24-1313. (Q3, IF: 1.9)
8. M. Ji, Y. Guo, Y. Pei, Z. Qin, W. Liu, and C. Hon, “Research on a Broadband Optical Monitoring Method with an Improved Error Compensation Mechanism,” Coatings, vol. 15, May, 2025, no. 5, pp. 551. DOI: 10.3390/coatings15050551. (Q2, IF: 2.8)
9. W. Qu, R. Chen, Y. Wang, Z. Zeng, C. Gao, W. Pan, T. Qian, C. Hon, and Z. Yang, “A Novel Matching Pursuit Modeling Strategy Based on Adaptive Fourier Decomposition Theory for Predicting Antigenic Variation of Influenza A (H1N1),” China CDC Weekly, vol. 7, Apr., 2025, no. 14, pp. 473. DOI: 10.46234/ccdcw2025.078. (Q2, IF: 2.9)
10. X. Li, Y. Lin, W. He, R. Liu, A. L. Oliveira, T. Qian, J. Zheng, and C. Hon, “Enhancing the Interpretation of Spirometry: Joint Utilization of N-Order Adaptive Fourier Decomposition and Deep Learning Techniques,” IEEE Transactions on Instrumentation and Measurement, vol. 74, Apr., 2025, Art no. 5026514. DOI: 10.1109/TIM.2025.3557112. (Q1, IF: 5.9)
11. H. Yang, C. Hon, Q. Yang, and T. Qian, “A Necessary and Sufficient Condition for a TM System to Be an Unconditional Basis,” Complex Variables and Elliptic Equations, Mar., 2025, pp. 1–10. DOI: 10.1080/17476933.2025.2467980. (Q3, IF: 0.6)
12. A. Chen, X. Li, K. Cen, and C. Hon, “Adaptive Grasp Pose Optimization for Robotic Arms Using Low-Cost Depth Sensors in Complex Environments,” Sensors, vol. 25,Feb., 2025, no. 3, pp. 909. DOI: 10.3390/s25030909. (Q2, IF: 3.5)
13. Y. Wang, Y. Liu, J. Liang, J. Sun, M. Zhang, Z. Chang, Y. Guo, W. Zeng, T. Liu, et al., “Epidemiology Dynamic of Common Respiratory Virus in Spring, 2018–2023 in Guangdong Province, China,” Journal of Thoracic Disease, vol. 17, Jan., 2025, no. 1, pp. 518. DOI:10.21037/jtd-23-1638. (Q3, IF:1.9)
14. A. Finley, W. He, H. Huang, and C. Hon, “Analyzing the Effectiveness of Carbon Pricing Instruments in Reducing Carbon Emissions in Major Asian Economies,” Sustainability, vol. 16, Dec., 2024, no. 23, pp. 10542. DOI:10.3390/su162310542. (Q2, IF: 3.3)
15. Y. Li, D. Wang, X. Li, Y. Zhai, and C. Hon, “Misinformation Features Detection in Weibo: Unsupervised Learning, Latent Dirichlet Allocation, and Network Structure,” IEEE Access, vol. 12, Nov., 2024, pp. 166977-166987. DOI:10.1109/ACCESS.2024.3494015. (Q2, IF: 3.6)
16. C. Hon, Z. Liu, T. Qian, W. Qu, and J. Zhao, “Trends by Adaptive Fourier Decomposition and Application in Prediction,” International Journal of Wavelets, Multiresolution and Information Processing, vol. 22, Mar., 2024, no.5, pp. 2450023. DOI: 10.1142/S0219691324500140. (Q4, IF: 0.8)
17. Z. Zeng, Y. Liu, W. Jin, J. Liang, J. Chen, R. Chen, Q. Li, W. Guan, L. Liang, and C. Hon, “Molecular Epidemiology and Phylogenetic Analysis of Influenza Viruses A (H3N2) and B/Victoria During the COVID-19 Pandemic in Guangdong, China,” Infectious Diseases of Poverty, vol. 13, May, 2024, no. 1, pp. 56. DOI: 10.1186/s40249-024-01218-z. (Q1, IF: 5.5)
18. Z. Wang, L. Shen, Y. Yang, Y. Ma, C. M. Wong, Z. Liu, C. Lin, C. T. Hon, and T. Qian, “A Least-Square Unified Framework for Spatial Filtering in SSVEP-Based BCIs,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 32, Jul., 2024, pp. 2270-2481. DOI: 10.1109/TNSRE.2024.3424410. (Q1, IF: 5.2)
19. M. C. Nunes, E. Thommes, H. Fröhlich, A. Flahault, J. Arino, and M. Baguelin, “Redefining Pandemic Preparedness: Multidisciplinary Insights from the CERP Modelling Workshop in Infectious Diseases, Workshop Report,” Infectious Disease Modelling, vol. 9, Jun., 2024, no.2, pp. 501–518. DOI: 10.1016/j.idm.2024.02.008. (Q2, IF: 2.5)
20. Z. Zeng, J. Liang, Z. Lin, W. Guan, Y. He, Q. Li, L. Liang, W. Pan, Z. Liu, and G. Lu, “The Impact of Medical Resources and Oral Antiviral Drugs on SARS-CoV-2 Mortality—Hong Kong SAR, China, 2022,” China CDC Weekly, vol. 6, May, 2024, no.21, pp. 469. DOI: 10.46234/ccdcw2024.092. (Q2, IF: 2.9)
21. Z. Liu, G. Lu, C. Vong, Z. Zeng, W. He, Z. Lin, C. Lin, K. Hsieh, Z. Yang, A. L. Oliveira, and C. Hon,“Adaptive Fourier decomposition of the first three SARS-CoV-2 infection waves with epidemic intervention – London, UK, 2020–2022,”China CDC Weekly, vol. 6, May, 2024, no. 21, pp. 478–486. DOI: 10.46234/ccdcw2024.093. (Q2, IF: 2.9)
22. Y. Wang, C. Yang, Y. Liu, J. Zhang, W. Qu, J. Liang, C. Tu, Q. Mai, and K. Mai, “Seroprevalence of Avian Influenza A (H5N6) Virus Infection, Guangdong Province, China, 2022,” Emerging Infectious Diseases, vol. 30, Apr., 2024, no. 4, pp. 826. DOI: 10.3201/eid3004.231226. (Q1, IF: 6.6)
23. J. Liang, Y. Wang, Z. Lin, W. He, J. Sun, Q. Li, M. Zhang, Z. Chang, and Y. Guo, “Influenza and COVID-19 Co-infection and Vaccine Effectiveness Against Severe Cases: A Mathematical Modeling Study,” Frontiers in Cellular and Infection Microbiology, vol. 14, May, 2024, pp. 1347710. DOI: 10.3389/fcimb.2024.1347710. (Q1, IF: 4.8)
24. F. L. Chen, D. L. Liu, W. J. Ren, H. M. Xiong, L. P. Bai, W. Zhang, C. Hon, and Z. H. Jiang, “Atrachinenins D–S, Novel Meroterpenoids with Geranyl Hydroquinone Moiety from Atractylodes chinensis by the LC/MS-based Molecular Decoy and Targeted Isolation,” Bioorganic Chemistry, vol. 144, Apr., 2024, pp. 107111. DOI: 10.1016/j.bioorg.2024.107111. (Q1, IF: 4.7)
25. X. Li, H. Yan, K. Cui, Z. Li, R. Liu, G. Lu, K. C. Hsieh, X. Liu, and C. Hon, “A Novel Hybrid YOLO Approach for Precise Paper Defect Detection with a Dual-Layer Template and an Attention Mechanism,” IEEE Sensors Journal, vol. 24, Jul., 2024, no.7, pp. 11651–11669. DOI: 10.1109/JSEN.2024.3356356. (Q1, IF: 4.5)
26. K. Wong, B. Wang, K. Hsieh, C. Hon, Z. Zeng, L. Ngai, Z. Liu, Y. Wang, and S. Hon, “Text Analysis of Macao’s COVID-19 Prevention and Control Policies: Discussion on Strategy Evolution and Public Health Capabilities,” Journal of Thoracic Disease, vol. 16, Jan., 2024, no.1, pp. 632. DOI: 10.21037/jtd-23-1818. (Q3, IF: 1.9)
27. J. Liang, Y. Wang, Y. Liu, Q. Li, Z. Zeng, Z. Yang, and C. Hon, “Epidemiology Dynamic of the Common Respiratory Virus in Winter-Spring, 2018–2023 in Guangdong Province, China,” Journal of Thoracic Disease, vol. 15, Dec., 2023, no. 12, pp.7165. DOI: 10.21037/jtd-23-833. (Q3, IF: 1.9)
28. Q. Yang, H. Yang, and C. Hon, “Distribution of Large Value Points via Frequency and Wellposedness of Navier–Stokes Equations,” Journal of Differential Equations, vol. 376, Dec., 2023, pp. 574–605. DOI: 10.1016/j.jde.2023.08.036. (Q1, IF: 2.3)
29. G. Lu, Z. Yang, W. Qu, T. Qian, Z. Liu, W. He, Z. Lin, and C. Hon, “Daily Fluctuations in COVID-19 Infection Rates under Tokyo’s Epidemic Prevention Measures—New Evidence from Adaptive Fourier Decomposition,” Frontiers in Public Health, vol. 11, Mar., 2023, pp:1245572. DOI: 10.3389/fpubh.2023.1245572. (Q1, IF: 3.4)
30. C. Hon, J. Liang, R. Chen, Z. Lin, Y. Wang, W. He, R. Liu, J. Sun, Q. Li, and L. Liang, “Temporary Impact on Medical System and Effectiveness of Mitigation Strategies after COVID-19 Policy Adjustment in China: A Modeling Study,” Frontiers in Public Health, vol. 11, Jul., 2023, pp. 1259084. DOI: 10.3389/fpubh.2023.1259084. (Q1, IF: 3.4)
31. J. Liang, Z. Liu, R. Liu, Q. Li, C. Hon, N. Zhong, and Z. Yang, “Early Epidemic Control Reduced Burden of Omicron BA.5 Infection in Partially Vaccinated Community,” Journal of Thoracic Disease, vol. 15, Dec., 2023, no.12, pp. 7162. DOI: 10.21037/jtd-22-1824. (Q3, IF: 1.9)
32. C. Hon, I. T. Leong, T. Qian, H. Yang, and B. Zou, “Unconditional Basis Constructed from Parameterised Szegö Kernels in Analytic ”Complex Analysis and Operator Theory, vol. 17, Jun., 2023, no. 6, pp. 84. DOI: 10.1007/s11785-023-01384-2. (Q2, IF: 0.8)
33. J. Liang, Z. Zeng, Q. Li, W. Guan, Z. Yang, and C. Hon, “Challenge on Prediction of Influenza Virus and SARS-CoV-2 Virus Co-circulation,” Interdisciplinary Medicine, vol. 1, Feb., 2023, no. 2, pp. e20220006. DOI: 10.1002/INMD.20220006. (Q1, IF: 13.6)
34. Z. Zeng, W. Qu, R. Liu, W. Guan, J. Liang, Z. Lin, E. H. Y. Lau, C. Hon, and Z. Yang, “Real-Time Assessment of COVID-19 Epidemic in Guangdong Province, China Using Mathematical Models,” Journal of Thoracic Disease, vol. 15, Mar., 2023, no. 3, pp.1517. DOI: 10.21037/jtd-23-47. (Q3, IF: 1.9)
35. L. Xu, T. Chen, Z. Hou, W. Zhang, C. Hon, X. Wang, D. Wang, L. Chen, and W. Zhu, “Knowledge Graph-Based Reinforcement Federated Learning for Chinese Question and Answering,” IEEE Transactions on Computational Social Systems, vol. 11, Jan., 2023, no.1, pp. 1035–1045. DOI: 10.1109/TCSS.2023.3246795. (Q1, IF: 4.9)
36. T. Chen, B. Zhang, X. Wang, W. Zhang, C. Hon, W. Di, L. Chen, Q. Li, and F. Y. Wang, “Public Opinion Evolution in Cyberspace: A Case Analysis of Pelosi’s Visit to Taiwan,” IEEE Transactions on Computational Social Systems, vol. 11, Aug., 2023, no.1, pp. 319–329. DOI:
10.1109/TCSS.2023.3239046. (Q1, IF: 4.9)
37. J. Liang, R. Liu, W. He, Z. Zeng, Y. Wang, B. Wang, L. Liang, and T. Zhang, “Infection Rates of 70% of the Population Observed within 3 Weeks after Release of COVID-19 Restrictions in Macao, China,” The Journal of Infection, vol. 86, Apr., 2023, no. 4, pp. 402. DOI: 10.1016/j.jinf.2023.01.029. (Q1, IF: 11.9)
38. S. Liu, J. Lai, Y. Feng, Y. Zhuo, H. Zhang, Y. Chen, J. Li, X. Mei, Y. Zeng, and J. Su, “Acetyl-CoA Carboxylase 1 Depletion Suppresses De Novo Fatty Acid Synthesis and Mitochondrial β-Oxidation in Castration-Resistant Prostate Cancer Cells,” Journal of Biological Chemistry, vol. 299, Jan., 2023, no. 1, pp. 101501. DOI: 10.1016/j.jbc.2022.102720. (Q2, IF:3.9)
39. W. Cai, Z. Yang, J. Liang, Z. Lin, Y. Ma, C. Chen, Y. Li, Y. Li, Z. Mai, and K. Mai, “How Fast and How Well the Omicron Epidemic Was Curtailed: A Guangzhou Experience to Share,” Frontiers in Public Health, vol. 10, Jun., 2022, pp. 979063. DOI: 10.3389/fpubh.2022.979063. (Q1, IF: 3.4)
40. Z. Zeng, T. Wu, Z. Lin, L. Luo, Z. Lin, W. Guan, J. Liang, M. Yu, P. Guan, and W. He, “Containment of SARS-CoV-2 Delta Strain in Guangzhou, China by Quarantine and Social Distancing: A Modelling Study,” Scientific Reports, vol. 12, Jan., 2022, no. 1, pp. 21096. DOI: 10.1038/s41598-022-21674-7. (Q1, IF: 3.9)
41. Z. Han, Y. Feng, Y. Deng, Z. Tang, S. Cai, Y. Zhuo, Y. Liang, J. Ye, and Z. Cai, “Integrated Analysis Reveals Prognostic Value and Progression-Related Role of AMIGO2 in Prostate Cancer,” Translational Andrology and Urology, vol. 11, Jul., 2022, no.7, pp. 914. DOI: 10.21037/tau-21-1148. (Q3, IF: 1.7)
42. L. Luo, Z. Yang, J. Liang, Y. Ma, H. Wang, C. Hon, M. Jiang, Z. Lin, and W. Guan, “Crucial Control Measures to Contain China’s First Delta Variant Outbreak,” National Science Review, vol. 9, Apr., 2022, no.4, pp. nwac004. DOI: 10.1093/nsr/nwac004. (Q1, IF: 17.1)
43. Z. Zeng, W. Guan, Y. Liu, Z. Lin, W. Liang, B. Chen, T. Wu, and Y. Wang, “Different Circulation Pattern of Multiple Respiratory Viruses in Southern China during the COVID-19 Pandemic,” Frontiers in Microbiology, vol. 12, Dec., 2022, pp. 801946. DOI: 10.3389/fmicb.2021.801946. (Q1, IF:4.5)
44. H. B. Zhao, Y. R. Zeng, Z. D. Han, Y. J. Zhuo, Y. K. Liang, C. T. Hon, S. Wan, and S. Wu, “Novel Immune-Related Signature for Risk Stratification and Prognosis in Prostatic Adenocarcinoma,” Cancer Science, vol. 112, Oct., 2021, no. 4, pp. 4365–4376. DOI: 10.1111/cas.15062. (Q2, IF: 4.3)
45. S. Cai, Y. Feng, J. Ye, Y. Deng, Z. Cai, X. Zhu, R. Liu, Y. Zhang, Z. Zou, and Z. Tang, “The Prognostic Roles of CYP19A1 Expression in Bladder Cancer Patients of Different Genders,” Translational Andrology and Urology, vol. 10, Sep., 2021, no. 9, pp. 3579. DOI: 10.21037/tau-21-400. (Q3, IF:1.7)
46. R. Liu, Y. Feng, Y. Deng, Z. Zou, J. Ye, Z. Cai, X. Zhu, Y. Liang, J. Lu, and H. Zhang, “A HIF1α-GPD1 Feedforward Loop Inhibits the Progression of Renal Clear Cell Carcinoma via Mitochondrial Function and Lipid Metabolism,” Journal of Experimental & Clinical Cancer Research, vol. 40, Jan., 2021, no.1, pp. 188. DOI: 10.1186/s13046-021-01996-6. (Q1, IF: 12.8)
47. F. Choi, C. T. Hon, Y. H. Mao, and I. K. W. Lai, “Sustainable Development for Small Economy and Diversification from a Dominant Industry: Evidence from Macao,” Sustainability, vol. 11, Jun., 2019, Art no. 6, pp. 1626. DOI: 10.3390/su11061626. (Q2, IF: 3.3)
48. M. Ghahramani, M. C. Zhou, and C. T. Hon, “Extracting Significant Mobile Phone Interaction Patterns Based on Community Structures,” IEEE Transactions on Intelligent Transportation Systems, vol. 20, Mar., 2019, no. 3, pp. 1031–1041. DOI: 10.1109/TITS.2018.2836800. (Q1, IF: 8.4)
49. M. Ghahramani, M. C. Zhou, and C. T. Hon, “Mobile Phone Data Analysis: A Spatial Exploration toward Hotspot Detection,” IEEE Transactions on Automation Science and Engineering, vol. 16, Jan., 2019, no. 4, pp. 351–362. DOI: 10.1109/TASE.2018.2795241. (Q1, IF: 6.4)
50. Y. An, N. Q. Wu, C. T. Hon, and Z. W. Li, “Scheduling of Crude Oil Operations in Refinery without Sufficient Charging Tanks Using Petri Nets,” Applied Sciences, vol. 7, Jun., 2017, no. 6, pp. 564. DOI: 10.3390/app7060564. (Q2, IF: 2.4)
51. M. H. Ghahramani, M. C. Zhou, and C. T. Hon, “Toward Cloud Computing QoS Architecture: Analysis of Cloud Systems and Cloud Services,” IEEE/CAA Journal of Automatica Sinica, vol. 4, Jan., 2017, no.1, pp. 6–18. DOI: 10.1109/JAS.2017.7510313. (Q1, IF: 11.8)
52. Y. F. Chen, A. Al-Ahmari, C. T. Hon, and N. Q. Wu, “Equivalent Transformation of Nonlinear Constraints to Linear Constraints in Petri Nets,” Mathematical Problems in Engineering, vol. 2015, Jan., 2015, no.1, pp. 640917. DOI: 10.1155/2015/640917. (Q3, IF:1.4)
J. Zhang, M. Khalgui, W. M. Boussahel, G. Frey, C. T. Hon, N. Wu, and Z. Li, “Modeling and Verification of Reconfigurable and Energy-Efficient Manufacturing Systems,” Discrete Dynamics in Nature and Society, vol. 2015, Jan., 2015, no. 1, pp. 813476. DOI: 10.1155/2015/813476. (Q2, IF: 1.2)
Research Grants
1. Ministry of Science and Technology of the People’s Republic of China - National Key Research and Development Program, Research on New Coronavirus Epidemic Early Warning and Prediction Model Based on Big Data, No.2023YFC3041800, MOP5017320, PI
2. Ministry of Science and Technology of the People’s Republic of China - National Key Research and Development Program, Prediction and Early Warning of Novel Coronavirus Pandemic Variants and Feature Analysis, No.2023YFC3041600, MOP1110400, PI
3. FDCT Funding Scheme for Laboratories and R&D Centers, Respiratory Disease AI Laboratory on Epidemic Intelligence and Medical Big Data Instrument Applications, No.005/2022/ALC, MOP14915000, PI
4. Joint Funding Scheme for NSFC-FDCT Project, Adaptive Fourier Decomposition Model-based Seasonal Influenza Virus Hemagglutinin Protein Antigenicity Evolution Prediction Study, No.0111/2023/AFJ, MOP1914000, PI
5. Self-supporting Program of Guangzhou Laboratory, Research and develop an integrated system for accurate forecasting of major national epidemics, No.SRPG22-007, RMB2300000,PI
6. Key Research and Development Program of Guangzhou Science and Technology Bureau, Construction of Novel Coronavirus Artificial Intelligence Prediction and Early Warning System, No. 2022B01W0003, RMB300000, PI
7. FDCT, Printing Defect Detection Method and Application Based on Broad Learning System, No.0055/2020/A2 , MOP649000, PI
8. Department of Science and Technology of Guangdong Province, Construction and Application of High-Precision Prediction Model for the Spread of Novel Coronavirus, No.2021A1111120009, MOP 60000,PI
9. Macau University of Science and Technology, Social Network Analysis and Its Predictive Research in "COVID-19" Epidemic Prevention and Control, No.FRG-20-021-MISE, MOP 100000,PI
10. FDCT, Robot Assitant in Vehicle, No.0014/2018/AIR, MOP 1378000, PI
11. FDCT, Research and development of a small smart Traditional Chinese Medicine pharmacy for the elderly in the community, No.0010/2021/A, MOP 307000, PI
12. FDCT, Active interaction system of campus security patrol robot, No.0006/2021/AMR, MOP 250000, PI
13. FDCT, Intelligent Aftermarket Car-mounted Robot, No.0001/2023/EIB1, MOP1436000,PI
14. FDCT, Intelligent Collaborative Operation System for Unmanned Drones and Unmanned Vehicles in Security Patrol Scenarios, No.0015/2023/EIA2, MOP 820000, Co-PI
15. FDCT, Chatbot Research and Development Based on NLP and Deep Learning, No.078/2017/AIR, MOP 1320000, PI
16. FDCT, Intelligent Hotel Robot - Unmanned Hotel, No.079/2017/AIR, MOP 565000, PI
17. FDCT, Key Technology Research of Artificial Intelligence for Lung Function Based on AFD and Wavelet Analysis, No.0020/2023/RIB1, MOP1914000, Co-PI
18. FDCT, Research on the Prediction of the Spread of Respiratory Tract Epidemics Based on Tourism Transportation Network Analysis, No.0045/2021/A, MOP 457200, Co-PI
19. Shijiazhuang Yiling Pharmaceutical Co., Ltd., Prediction and Evaluation of the Preventive Effect of Lianhua Qingwen on COVID-19, RMB200000, PI
20. Southeast University, Blowing Sensation and Health, RMB300000, PI
Professional Certification and Awards
2024 - Second Prize, Civil Aviation Science and Technology Award of the China Air Transport Association, Key Technologies and Applications of Wide-Angle Unlimited Display Systems
2024 - First Prize, Civil Aviation Science and Technology Award of the China Air Transport Association, Research and Application of Key Technologies for High-Level Multi-Model Full-Motion Simulators
2024 - Third Prize, Science and Technology Awards of the Macao Special Administrative Region, DiXcovery: A Nationwide AI-Based Prediction and Early Warning System for Respiratory Infectious Diseases
2021 - Excellence Award, Guangdong-Hong Kong-Macao Greater Bay Area High-Value Patent Layout Competition.
2019 - Top 20 Most Popular Commercial Service Robots, Kirin Cup, China Service Robot and Special Robot Industry Alliance.
2017 - Best Commercial Robot, Shanghai International Service Robot Exhibition, China Service Robot Industry Alliance.
2016 - Silver Award, Geneva International Exhibition of Inventions (Second Inventor).
2016 - Third Prize, Science and Technology Invention Award, Macao SAR Government, DAA-based reverse secondary authentication technology.
2015 - Merit Award (First Place in Tourism Category), Asia Pacific Infocommunications Awards (APICTA).
2014 - Merit Award (2nd Place in Information Security Category), Asia Pacific Infocommunication Awards (APICTA).
2012 - Third Prize, Scientific and Technological Invention Award, Macao SAR Government, Ultra-small Network Intrusion Detector Based on SVM Classification Algorithm.
