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PHI LE NGUYEN

Hanoi University of Science and Technology
School of Information and Communication Technology

Short Bio

Phi Le Nguyen received her B.E. and M.S. degrees from the University of Tokyo in 2007 and 2010, respectively. She received her Ph.D. in Informatics from The Graduate University for Advanced Studies, National Institute of Informatics, Tokyo, Japan in 2019. Currently, she is an assistant professor at the School of Information and Communication, Hanoi University of Science and Technology, Vietnam. Her research interests include network architectures, applied AI in networking, Internet of Thing networks, mobile edge computing networks, crowdsensing, data mining.

Current and Past Positions

11/2010 – Present: Lecturer at Department of Software engineering, School of Information and Communication Technology, Hanoi University of Science and Technology.

Education

  • Ph.D., Informatics, The Graduate University for Advanced Studies (SOKENDAI) in Alliance with Japan National Institute of Informatics, 2019
  • M.S., Frontier Informatics, The University of Tokyo, 2010
  • B.E., Information and Communication Engineering, The University of Tokyo, 2007

Awards and Honors

Grants for research

  • "Fi-Mi: A Fine-grained AI-based Mobile Air Quality Monitoring and Forecasting System", VINIF.2020.DA09, A grant from VINIF for 2 years (PI), 2019-2021
  • "Exploiting Discrete Structures in Performance Optimization of Autonomous Networks", 102.01-2019.302, A grant from NAFOSTED for 2 years (PI), 2019-2021
  • "Nghiên cứu xây dựng giải pháp co dãn tài nguyên hiệu quả cho các dịch vụ IoT có đặc trưng động trong tính toán đám mây và tính toán biên", B2020-BKA-13, A grant from Vietnam Ministry of Education for 2 years (PI), 2019-2021
  • "Towards energy unlimited IoT networks by nature-inspired algorithms", 102.01-2019.304, A grant from NAFOSTED for 2 years (member), 2019-2021
  • "Vietnamese OCR recognition model development", A grant from NAVER cooporation for 1 year (member), 2021-2022
  • "VAIPE: AI-assisted IoT-enabled personalized health care monitoring and supporting system for Vietnamese", VINIF.2021.DA128, A grant from VINIF for 3 years (Member), 2021-2024
  • "Discrete structures and Applications", 102.01-2020.23, A grant from NAFOSTED for 2 years (member), 2020-2022

Awards

  • NII best student award in 2018.
  • Best paper award at ICT-DM 2018.
  • Student award at Japan SINET Ideathon competition, 2018.
  • Monbusho (Monbukagakusho) scholarship for a three-year PhD program offered by Japanese Government, 2016.
  • Best paper award at SoICT 2015.
  • Best paper award at ISSNIP 2014.
  • Monbusho (Monbukagakusho) scholarship for a two-year M.S program offered by Japanese Government, 2007.
  • Monbusho (Monbukagakusho) scholarship for a four-year B.S program offered by Japanese Government, 2002.

Teaching

  • IT Japanese: JP3120, JP3130.
  • Information Security: IT4015, IT4012E, IT4015, IT4012.
  • Network security: IT4262.

Transaction Papers

  1. La Van Quan, Minh Hieu Nguyen, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen, "On the Global Maximization of Network Lifetime in Wireless Rechargeable Sensor Networks", IEEE/ACM Transaction on Sensor Networks, 2021 (Accepted), (SCIMago Q2, IF: 2.5).
  2. Viet Dung Nguyen, Phi Le Nguyen, Kien Nguyen, Phan Thuan Do, "Constant Approximation for Opportunistic Sensing in Mobile Air Quality Monitoring System", Computer Networks Journal, 2021, (SCIMago Q1, IF: 4.4).
  3. Thuy Dung Nguyen, Tuyen Nguyen, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen, "Joint Optimization of Charging Location and Time for Network Lifetime Extension in WRSNs", IEEE Transactions on Green Communications and Networking, 2021. (SCIMago Q1).
  4. Tran Thi Huong, Le Van Cuong, Ngo Minh Hai, Phi Le Nguyen, Le Trong Vinh, Huynh Thi Thanh Binh, "A bi-level optimized charging algorithm for energy depletion avoidance in wireless rechargeable sensor networks", Applied Intelligence, 2021. (SCIMago Q2).
  5. Phi Le Nguyen, Nang Hung Nguyen, Tuan Anh Nguyen Dinh, Khanh Le, Thanh Hung Nguyen, Kien Nguyen, "QIH: an Efficient Q-learning Inspired Hole-Bypassing Routing Protocol for WSNs", IEEE Access, Vol. 4. (SCIMago Q1, IF: 3.3).
  6. Van Quan La, Anh Duy Nguyen, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen, "An On-demand Charging for Connected Target Coverage in WRSNs using Fuzzy Logic and Q-learning", MDPI Sensors, 21(16), 5520. (SCIMago Q2, IF: 3.576).
  7. Kien Nguyen, Phi Le Nguyen, Li Zhe-tao, Hiroo Sekiya, "Empowering 5G Mobile Devices with Network Softwarization", IEEE Transactions on Network and Service Management, 2021 (SCIMagoQ1, IF: 4.1).
  8. Minh Hieu Nguyen, Phi Le Nguyen, Kien Nguyen, Van An Le, Thanh-Hung Nguyen, Yusheng Ji, "PM2.5 Prediction Using Genetic Algorithm-based Feature Selection and Encoder-Decoder Model", IEEE Access, 2021 (SCIMagoQ1, IF: 3.7).
  9. Van Nguyen, Chi-Hieu Nguyen, Phi Le Nguyen, Tien Van Do, Imrich Chlamtac, “Energy-efficient routing in the proximity of a complicated hole in wireless sensor networks”, Wireless Networks, 2021. (SCIMago Q2, IF: 2.357).
  10. Phi Le Nguyen, Yusheng Ji, Minh Khiem Pham, Hieu Le, Thanh Hung Nguyen, “(1+epsilon)2- and Polynomial-Time Approximation Algorithms for Network Lifetime Maximization with Relay Hop Bounded Connected Target Coverage in WSNs”, IEEE Sensors Journal, 2021. (SCIMago Q1, IF: 3.037).
  11. Phi Le Nguyen, Thanh Hung Nguyen, Kien Nguyen, “A Path-Length Efficient, Low-Overhead, Load-Balanced Routing Protocol for Maximum Network Lifetime in Wireless Sensor Networks with Holes”, MDPI Sensors, 20(9), 2020. (SCIMago Q1, IF: 3.03).
  12. Phi Le Nguyen, Nguyen Thi Hanh, Nguyen Tien Khuong, Huynh Thi Thanh Binh, Yusheng Ji, “Node placement for connected target coverage in wireless sensor networks with dynamic sinks”, Pervasive and Mobile Computing, Volume 59, 2019. (SCIMago Q1, IF: 2.57).
  13. Phi Le Nguyen, Kien Nguyen, Huy Vu, Yusheng Ji, “TELPAC: A Time and Energy Efficient Protocol for Locating and Patching Coverage Holes in WSNs”, Journal of Network and Computer Applications, Volume 147, 1 December 2019, 102439. (SCIMago Q1, IF: 5.2).
  14. Phi Le Nguyen, Yusheng Ji, Zhi Liu, Huy Vu, Khanh-Van Nguyen, ”Distributed Hole-Bypassing Protocol in WSNs with Constant Stretch and Load Balancing”, Computer Networks journal 129 (2017), pp. 232-250. (SCIMago Q1, IF: 3.0).
  15. Khanh-Van Nguyen, Phi Le Nguyen, Quoc Huy Vu, Tien Van Do, “An Energy Efficient and Load Balanced Distributed Routing Scheme for Wireless Sensor Networks with Holes”, Journal of Systems and Software, Volume 123, 2017. (SCIMago Q1, IF: 2.56).
  16. Khanh-Van Nguyen, Phi Le Nguyen, Hau Phan, Trong D. Nguyen, “A Distributed Algorithm for Monitoring an Expanding Hole In Wireless Sensor Networks”, An International Journal of Computing and Informatics, Vol 40 (No 2), 2016.
  17. Le Phi Nguyen, Khanh-Van Nguyen, “On hole approximation algorithms in wireless sensor networks”, Journal of Computer Science and Cybernetics, Volume 30 (4), 2014.

Conference Papers

  1. Hieu Dinh, Nang Hung Nguyen, Trung Thanh Nguyen,Thanh Hung Nguyen, Truong Thao Nguyen†, Phi Le Nguyen, "Deep Reinforcement Learning-based Offloading for Latency Minimization in 3-tier V2X Networks", WCNC 2022 (Accepted).
  2. Tuan Anh Nguyen Dinh, Anh Duy Nguyen, Truong Thao Nguyen, Thanh Hung Nguyen, Phi Le Nguyen, "Spatial-temporal Coverage Maximization in Vehicle-based Mobile Crowdsensing for Air Quality Monitoring", WCNC 2022 (Accepted).
  3. Thanh Thi-Hien Duong, Manh Nguyen Huu, Thi-Hai Nghiem, Thi-Lan Le, Phi Le Nguyen, Quoc-Cuong Nguyen, "Visual-guided audio source separation: an empirical study", MAPR 2021 .
  4. Trung Thanh Nguyen, Truong Thao Nguyen, Tuan Anh Nguyen Dinh, Thanh-Hung Nguyen, Phi Le Nguyen, "Q-learning-based Opportunistic Communication for Real-time Mobile Air Quality Monitoring Systems", IPCCC 2021.
  5. Thanh Le-Cong, Xuan Bach Le D., Phi Le Nguyen and Quyet Thang Huynh, "Usability and Aesthetics: Better Together for Automated Repair of Web Pages", ISSRE 2021.
  6. Viet An Nguyen, Viet Hung , Van Sang Doan, Thanh Hung Nguyen, Phan Thuan Do, Kien Nguyen, Phi Le Nguyen, Minh Thuy Le, "Realizing Mobile Air Quality Monitoring System: Architectural Concept and Device Prototype", Asia Pacific Conference on Communications (APCC 2021).
  7. Thanh T. H. Duong, Phi Le Nguyen, Hong-Son Nguyen, Duc-Chien Nguyen, Huy Phan, Ngoc Q. K. Duong, "Speaker count: a new building block for speaker diarization", APSIPA 2021.
  8. Nang Hung Nguyen, Phi Le Nguyen, Hieu Dinh, Thanh Hung Nguyen, Kien Nguyen, “Multi-Agent Multi-Armed Bandit Learning for Offloading Delay Minimization in V2X Networks”, IThe 19th IEEE international conference on embedded and ubiquitous computing (EUC 2021).
  9. Do Bao Son, Vu Tri An, Trinh Thu Hai, Binh Minh Nguyen, Phi Le Nguyen, Huynh Thi Thanh Binh, “Fuzzy Deep Q-learning Task Offloading in Delay Constrained Vehicular Fog Computing”, International Joint Conference on Neural Network, IJCNN 2021.
  10. Tran Bao Hieu, Hoang Duc Viet, Nguyen Manh Hiep, Pham Ngoc Bao Anh, Nguyen Duc Anh, Hoang Gia Bao, Hai-Phong Bui, Thanh Hung Nguyen, Phi Le Nguyen, Thi-Lan Le, “MC-OCR Challenge 2021: A Multi-modal Approach for Mobile-Captured Vietnamese Receipts Recognition”, The 15th IEEE-RIVF International Conference on Computing and Communication Technologies, RIVF 2021.
  11. Anh Duy Nguyen, Viet Hung Vu, Minh Hieu Nguyen, Duc Viet Hoang, Thanh Hung Nguyen, Kien Nguyen, Phi Le Nguyen, “Efficient Prediction of Discharge and Water Levels Using Ensemble Learning and Singular-Spectrum Analysis-based Denoising”, The 34th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems IEA/AIE 2021.
  12. Van An Le, Tien Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Rajendra Akerkar, Yusheng Ji, “GCRINT: Network Traffic Imputation Using Graph Convolutional Recurrent Neural Network”, IEEE International Conference on Communications (ICC2021), Virtual / Montreal.
  13. Van An Le, Tien Thanh Le, Phi Le Nguyen, Huynh Thi Thanh Binh, Yusheng Ji, “Multi-time-step Segment Routing based Traffic Engineering Leveraging Traffic Prediction”, IFIP/IEEE International Symposium on Integrated Network Management (IM2021), Bordeaux, France.
  14. Le Hoai Anh, Chu Manh Hai, Nguyen Phu Truong, Thanh-Hung Nguyen, Phi Le Nguyen, “Optimal Deployment of Vehicular Mobile Air Quality Monitoring Systems”, NICS, 2020.
  15. Viet Dung Nguyen, Phi Le Nguyen, Trung Hieu Nguyen, Kien Nguyen, Phan Thuan Do, “An (e-1)/(2e-1)-Approximation Algorithm for Maximizing the Coverage Capability in Vehicle-based Mobile Air Quality Monitoring Systems”, The 19th IEEE International Symposium on Network Computing and Applications (NCA 2020), 24-27 November 2020.
  16. La Van Quan, Phi Le Nguyen, Thanh-Hung Nguyen, Kien Nguyen, “Q-learning-based, Optimized On-demand Charging Algorithm in WRSN”, The 19th IEEE International Symposium on Network Computing and Applications (NCA 2020), 24-27 November 2020, Virtual conference.
  17. Bao Hieu Tran, Thanh Le-Cong, Huu Manh Nguyen, Duc Anh Le, Thanh Hung Nguyen, Phi Le Nguyen, “SAFL: A Self-Attention Scene Text Recognizer with Focal Loss”, 19th IEEE International Conference On Machine Learning And Applications (ICMLA 2020), December 14-17, 2020, MIAMI, FLORIDA.
  18. Phi Le Nguyen, Ren-Hung Hwang, Pham Minh Khiem, Kien Nguyen, Ying-Dar Lin, “Modeling and Minimizing Latency in Three-tier V2X Networks”, The 2020 IEEE Global Communications Conference (IEEE GLOBECOM), 8–10 December 2020, Taipei, Taiwan.
  19. Viet-Dung Nguyen, Phi Le Nguyen, Trung Hieu Nguyen, Phan Thuan Do, “A 1/2-Approximation Algorithm for Target Coverage Problem in Mobile Air Quality Monitoring Systems”, The 2020 IEEE Global Communications Conference (IEEE GLOBECOM), 8–10 December 2020, Taipei, Taiwan.
  20. Manh Hung Dinh, Ngoc Thach Hoang, Mai Phuong Nguyen, Phi Le Nguyen, Phan Thuan Do, “Node Deployment Optimization for Target Coverage and Connectivity in WSNs with a Delay-constrained Mobile Sink”, ICCE 2020.
  21. Huong Tran, Thi Thanh Binh Huynh, Phi Le Nguyen, Cao Thanh Long Doan, Dinh An Vuong and Trong Vinh Le, “Optimizing Charging Locations and Charging Time for Energy Depletion Avoidance in WRSNs”, the 2020 IEEE Congress on Evolutionary Computation (IEEE CEC 2020), 19 – 24th July, 2020, Glasgow (UK).
  22. Huynh Thi Thanh Binh, Phi Le Nguyen, Nguyen Binh Minh, Trinh Thu Hai, Ngo Quang Minh, Do Bao Son, “A Reinforcement Learning Algorithm for Resource Provisioning in Mobile Edge Computing Network”, The International Joint Conference on Neural Networks (IJCNN 2020), 19 – 24th July, 2020, Glasgow (UK).
  23. Tran Thi Huong, Phi Le Nguyen, Huynh Thi Thanh Binh, Kien Nguyen, Ngo Minh Hai, Le Trong Vinh, “Genetic Algorithm-based Periodic Charging Scheme for Energy Depletion Avoidance in WRSNs”, IEEE Wireless Communications and Networking Conference (WCNC 2020), 25-28 May 2020 // Virtual Conference.
  24. La Van Quan, Thanh Hung Nguyen, Phi Le Nguyen, “Extending Network Lifetime by Exploiting Wireless Charging in WSN”, RIVF 2020.
  25. Phi Le Nguyen, Thanh Hung Nguyen, Kien Nguyen, “A Dynamic Routing Protocol for Maximizing Network Lifetime in WSNs with Holes”, SoICT 2019.
  26. Khanh Le, Nguyen Thanh Hung, Kien Nguyen, Phi Le Nguyen, “Exploiting Q-learning in Extending the Network Lifetime of Wireless Sensor Networks with Holes”, 25th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2019, Tianjin, China, 2019.
  27. Nguyen Thanh Trung, Nguyen Thanh Hung, Phi Le Nguyen, “Network Lifetime Maximization for Full Area Coverage in Wireless Sensor Networks”, The 25th Asia-Pacific Conference on Communications (APCC), 2019.
  28. Quyet-Thang Huynh, Dinh-Dien Tran, Thi-Mai-Anh Bui, Phi Le Nguyen, "Development of Rules and Algorithms for Model-Driven Code Generator with UWE Approach", SoMeT 2019.
  29. Huynh Quyet Thang, Dinh-Dien Tran, Duc-Man Nguyen, Nhu-Hang Ha, Thi-Mai-Anh Bui, Phi Le Nguyen, "Generating Test Data for Blackbox Testing from UML-Based Web Engineering Content and Presentation Models", INISCOM 2019.
  30. Van An Le, Phi Le Nguyen, Yusheng Ji, “Deep Convolutional LSTM Network-based Traffic Matrix Prediction with Partial Information”, IFIP/IEEE IM 2019, Washington, USA.
  31. Phi Le Nguyen, Yusheng Ji, Khanh Le, Thanh-Hung Nguyen, “Routing in the Vicinity of Multiple Holes in WSNs”, ICT-DM 2018, Sendai, Japan. (best student paper award)
  32. Nguyen Thi Hanh, Phi Le Nguyen, Phan Thanh Tuyen, Huynh Thi Thanh Binh, Ernest Kurniawan, Yusheng Ji, “Node Placement for Target Coverage and Network Connectivity in WSNs with Multiple Sinks”, the 15th Annual IEEE Consumer Communications & Networking Conference, IEEE CCNC 2018, Las Vegas, USA.
  33. Phi Le Nguyen, Yusheng Ji, Khanh Le, Thanh-Hung Nguyen, ”Load Balanced and Constant Stretch Routing in the Vicinity of Holes in WSNs”, the 15th Annual IEEE Consumer Communications & Networking Conference, IEEE CCNC 2018, Las Vegas, USA.
  34. Phi Le Nguyen, Yusheng Ji, Trung Thanh Nguyen, Thanh-Hung Nguyen, “Constant Stretch and Load Balanced Routing Protocol for Bypassing Multiple Holes in Wireless Sensor Networks”, The 16th IEEE International Symposium on Network Computing and Applications (NCA 2017), Boston, USA.
  35. Phi Le Nguyen, Yusheng Ji, Thanh Trung Nguyen, Thanh-Hung Nguyen, “A Delay-Guaranteed Geographic Routing Protocol with Hole Avoidance in WSNs”, the 14th IEEE International Conference on Mobile Ad hoc and Sensor Systems (MASS) will be held in Orlando, Florida, USA, on October 22-25, 2017, Florida, USA.
  36. Phi Le Nguyen, Khanh Van Nguyen, Huy Vu, Yusheng Ji, “A Time and Energy Efficient Protocol for Locating Coverage Holes in WSNs”, the 41st IEEE Conference on Local Computer Networks (LCN’16), Dubai.
  37. Nguyen Duc Trong, Nguyen Phi Le, Phan Van Hau, Nguyen Khanh Van, “A Distributed Protocol for Detecting and Updating Hole Boundary in Wireless Sensor Networks”, the Sixth Symposium on Information and Communication Technology (SoICT’15), Hanoi, Vietnam (Best paper award).
  38. Phi Le Nguyen, Duc-Trong Nguyen, Khanh-Van Nguyen, “Load Balanced Routing with Constant Stretch for Wireless Sensor Network with Holes”, the 9th IEEE International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP’14), Singapore (Best paper award).
  39. Phi Le Nguyen and Khanh-Van Nguyen, “Hole Approximation-Dissemination Scheme for Bounded-Stretch Routing in Sensor Networks”, the 10th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS’14), USA.
  40. Phi Le Nguyen, Trung Hieu Nguyen, Khanh Van Nguyen, “ELBAR: Efficient Load Balanced Routing Scheme for Wireless Sensor Networks with Holes”, the Third Symposium on Information and Communication Technology (SoICT’12), Hanoi, Vietnam.
  41. Phi Le Nguyen, Trung Hieu Nguyen, Tien Quan Bui and Khanh Van Nguyen, “Efficient Approximation of Routing Holes in Wireless Sensor Networks”, the Second Symposium on Information and Communication Technology (SoICT’11), Hanoi, Vietnam., Vietnam, 2011.
  42. N. P. Le, T. Morohashi, H. Imaizumi, and H. Morikawa, “A Performance Evaluation of Energy Efficient Schemes for Green Office Networks”, IEEE Green Technologies Conference, Dallas, USA, 2010.

Technical Reports

  1. Phi Le Nguyen, Vu Quoc Huy, Yusheng Ji, “Hole Aware Real-time Routing Protocol in WSNs”, IEICE, 2017-01-CQ, Jan. 2017, Japan.
  2. Phi Le Nguyen, Yusheng Ji, Thanh Trung Nguyen, Thanh-Hung Nguyen, “Hole Bypassing Geographic Routing Protocol with Delay Guarantee in WSNs”, IEICE, IN 2016-163, March 2017, Japan
  3. Phi Le Nguyen, Yusheng Ji, “Load Balanced Geographic Routing in the Vicinity of Holes in WSNs”, IEICE, September 2017, Japan.
  4. Phi Le Nguyen, Yusheng Ji, Le Hieu, Nguyen Duc Anh, Van An Le, Thanh Hung Nguyen, “Network Lifetime Maximization with Full Area Coverage in WSNs”, IEICE, Vol. 118, No. 192, CQ2018-54, pp. 47-52, Aug. 2018, Japan.
  5. Van An Le, Phi Le Nguyen, Yusheng Ji, “Traffic Matrix Prediction based on Bidirectional Recurrent Neural Network and Long Short-Term Memory”, IEICE, Vol. 118, No. 140, CQ2018-40, pp. 51-56, July 2018, Japan.

TPC member

  • ICCE 2022, Globecom 2022, ICC 2022, VTC 2021, ATC 2021, PRICAI 2021, SoICT 2021, MAPR 2021, AI4IoT-2020, SoICT 2019, IEEE ICC'20-CQRM symposium, IEEE ICC'21-CQRM symposium, EAI MONAMI 2020, ICCE 2020

Reviewer

  • Peer-to-Peer Networking and Applications, IEEE sensors, IEEE Transactions on Vehicular Technology, IEEE Communications Letters, International Journal of Distributed Sensor Networks, IEICE Transactions on Communications, Journal of Computer Networks and Communications, Wireless Communications and Mobile Computing, Journal of Central South University.
  • CVPR 2022, MDM 2020, AI4IoT 2020, IEEE ICCE 2020, IEEE ICC'20 - CQRM Symposium, IEEE WCNC 2020, IEEE WCNC 2019, SoICT 2019, ISCIT'19, ICC'18 AHSN, IEEE WCNC 2017, IEEE Globecom 2017 AHSN, VTC2017-Fall, GC12 NGNI, CHANTS 2017, ICCIT 2017.

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Chú ý:
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  • Hệ Việt Nhật --> Ngành Công nghệ thông tin
  • Hệ ICT --> Information Technology
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