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research [2021/11/22 13:29] Quan Thanh Tho [Projects] |
research [2024/01/17 14:55] (current) Quan Thanh Tho [Research Group] |
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====== Research Group ====== | ====== Research Group ====== | ||
- | Dr. Quan Thanh Tho is currently leading a research group so-called [[http://www.cse.hcmut.edu.vn/~save|SAVE]] (Laboratory of Systems Analysis and VErification), which aims at employing formal methods and data mining for analysing and verifying a system properties. Our group includes some experienced researchers and numerous overseas consultants and collaborators in [[http://www.univ-paris13.fr/|Paris 13]] ,[[http://www.comp.nus.edu.sg/|NUS]] (Singapore),[[http://www.ntu.edu.sg/|NTU]] (Singapore), [[http://www.epfl.ch/index.en.html|EPFL]] (Switzerland), [[http://www.labri.fr/|Labri ]] (France),[[http://www.jaist.ac.jp/|JAIST ]] (Japan). | + | Dr. Quan Thanh Tho is currently leading a research group so-called URA (Unlimited Research group on AI), which aims at theorerical research and applications of AI. Our group includes some experienced researchers and numerous overseas consultants and collaborators in [[https://www.smu.edu.sg/|SMU]] (Singapore), [[http://www.univ-paris13.fr/|Paris 13]], [[http://www.comp.nus.edu.sg/|NUS]] (Singapore),[[http://www.ntu.edu.sg/|NTU]] (Singapore), [[http://www.epfl.ch/index.en.html|EPFL]] (Switzerland), [[http://www.labri.fr/|Labri ]] (France),[[http://www.jaist.ac.jp/|JAIST ]] (Japan). |
- | We also collaborate with some industry partners including [[https://www.bosch.com.vn/|Bosch]], [[http://www.logigear.vn/|LoGiGear]], [[http://www.elarion.com/|LARION Computing]], [[http://ftri.fpt.edu.vn/|FPT Technology Research Institute]], [[http://www.younetco.com/|YouNet]], [[https://dena.com/intl/company/overview/|DeNA]], [[https://digi-texx.vn//|Digi Texx]], [[http://www.cyberlogitec.com.vn/|Cyber Logitec]], [[http://rever.com.vn/|Rever]], [[https://truongminhthinh.com/|Truong Minh Thinh]],[[https://www.kms-technology.com/|KMS Technology]] and [[http://vietnamblockchain.asia/|Vietnam Blockchain Corporation]]. | + | We also collaborate with some industry partners including [[https://www.bosch.com.vn/|Bosch]], [[http://www.logigear.vn/|LoGiGear]], [[http://www.elarion.com/|LARION Computing]], [[http://ftri.fpt.edu.vn/|FPT Technology Research Institute]], [[http://www.younetco.com/|YouNet]], [[https://dena.com/intl/company/overview/|DeNA]], [[https://digi-texx.vn//|Digi Texx]], [[http://www.cyberlogitec.com.vn/|Cyber Logitec]], [[http://rever.com.vn/|Rever]], [[https://truongminhthinh.com/|Truong Minh Thinh]],[[https://www.kms-technology.com/|KMS Technology]], [[http://vietnamblockchain.asia/|Vietnam Blockchain Corporation]], [[https://indivisys.vn/|Individuals System]],[[https://www.devup.vn/|DevUP]]. |
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Implementation of NSGA-II by Python: https://pypi.org/project/nsga-2/ | Implementation of NSGA-II by Python: https://pypi.org/project/nsga-2/ | ||
- | Using LCA (a logic-based extension of FCA) to analyze virus behaviours: http://marchgen.3forcom.info/ | + | Using LCA (a logic-based extension of FCA) to analyze virus behaviours: http://marchgen.3forcom.info/ |
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+ | An online tool for Vietnamese-Bahnaric translation: https://www.ura.hcmut.edu.vn/bahnar/nmt/, iOS and Android versions can be downloaded at : https://apps.apple.com/vn/app/d%E1%BB%8Bch-thu%E1%BA%ADt-ba-na/id6462193072?l=vi and https://play.google.com/store/apps/details?id=com.hcmut.bahnar&pli=1 | ||
+ | |||
+ | NAWAL: A self-supervised algorithm for graph alignment: https://drive.google.com/drive/folders/1hmcl4uW5cvzLy--TGeg-vlBI4Ca0j8W4?fbclid=IwAR0-Zs8qEz3aN_QZ_CZKHotvtM8gHJxBhAvPth0B0xcxMTubX9UXW-3_OC4 | ||
+ | |||
+ | URA-LLaMa: Vietnamese large language models fine-tuned from LLaMa-2 https://huggingface.co/ura-hcmut | ||
====== Projects ====== | ====== Projects ====== | ||
- | * **A research on artificial intelligence methodology to support advanced analytic and geological, geophysical, and production data interpretation to improve the efficiency of Hai Thach – Moc Tinh gas condensate field operation - Lot 05-2; 05-3, Bien Dong, Vietnam** - Key National Project (2021-2024) | + | * **Developing efficient methods for mining high utility itemsets on hierarchical databases** - Funded by VNU-HCM (2023-2025) - B2023-28-02 |
+ | * **An AI System for Monitoring and Prediction of Anomalies in 4G Radio Network** - Funded by VNPT, 2022-2023 | ||
+ | * **A multivariate time-series deep-learning model for an online powermetry prediction** (PI) Funded by VNU-HCM (2021-2023) - C2021-20-13 | ||
+ | * **Intelligent Chatbot for Real Estate Domain** - Funded by Hung Thinh Group, 2021-2022 | ||
+ | * **Human and Algorithms for Detecting and Counter-attacking Fake Medical News** - Collaborated with EPFL (Switzerland) - Funded by Nafosted (PI), 2021-2023 | ||
+ | * **A research on Artificial Intelligence methodology to support advanced analytic and geological, geophysical, and production data interpretation to improve the efficiency of Hai Thach – Moc Tinh gas condensate field operation - Lot 05-2; 05-3, Bien Dong, Vietnam** - Key National Project (2021-2024) | ||
* **Computer Vision for Japanese Water Clock** - funded by Cube System Vietnam (2021) | * **Computer Vision for Japanese Water Clock** - funded by Cube System Vietnam (2021) | ||
* **Intelligent UI Design System** - funded by KMS (2021) | * **Intelligent UI Design System** - funded by KMS (2021) |