Personal profile
Research Interests
Applied Probability, Statistical Computing, Statistical Inference, Monte Carlo Method, Big data analysis
Experience
1996/8 ~ 2002/7 Associate Professor, Institute of Statistics, National Chiao Tung University
2002/8 ~ 2021/1 Professor, Institute of Statistics, National Chiao Tung University
2021/2 ~ present Professor, Institute of Statistics, National Yang Ming Chiao Tung University
Education/Academic qualification
PhD, The University of Chicago
Award Date: 8 Jun 1996
External positions
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Collaborations and top research areas from the last five years
Projects
- 15 Finished
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小樣本類神經網路中的統計推論
Hung, H.-N. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Statistical inference in Neural Network
Hung, H.-N. (PI)
1/08/21 → 28/02/23
Project: Government Ministry › Other Government Ministry Institute
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Statistical inference in Neural Network
Hung, H.-N. (PI)
1/08/20 → 28/02/21
Project: Government Ministry › Other Government Ministry Institute
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Test of High Dimensional Mean
Hung, H.-N. (PI)
1/08/19 → 31/01/21
Project: Government Ministry › Other Government Ministry Institute
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高維度時修正 Hotelling T 統計量之進階研究
Hung, H.-N. (PI)
1/08/18 → 31/07/19
Project: Government Ministry › Other Government Ministry Institute
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On Defending against Label Flipping Poisoning Attack for Personalized Federated Learning
Chen, Y. C., Hung, H. N., Yang, S. R., Chou, Y. C. & Lin, P., 2025, 21st International Wireless Communications and Mobile Computing Conference, IWCMC 2025. Institute of Electrical and Electronics Engineers Inc., p. 1041-1046 6 p. (21st International Wireless Communications and Mobile Computing Conference, IWCMC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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On Poisoning Attacks and Defenses for LSTM Time Series Prediction Models: Speed Prediction as an Example
Chen, Y. Y., Hung, H. N., Yang, S. R., Yen, C. C. & Lin, P., 2024, 20th International Wireless Communications and Mobile Computing Conference, IWCMC 2024. Institute of Electrical and Electronics Engineers Inc., p. 610-615 6 p. (20th International Wireless Communications and Mobile Computing Conference, IWCMC 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
CalibrationTalk: A Farming Sensor Failure Detection and Calibration Technique
Lin, Y.-W., Lin, Y.-B. & Hung, H.-N., 15 Apr 2021, In: IEEE Internet of Things Journal. 8, 8, p. 6893-6903 11 p., 9253648.Research output: Contribution to journal › Article › peer-review
20 Scopus citations -
SensorTalk: An IoT Device Failure Detection and Calibration Mechanism for Smart Farming
Lin, Y.-B., Lin, Y.-W., Lin, J.-Y. & Hung, H.-N., 4 Nov 2019, In: Sensors (Basel, Switzerland). 19, 21, 20 p., 4788.Research output: Contribution to journal › Article › peer-review
Open Access45 Scopus citations -
Short-Term Traffic Prediction for Edge Computing-Enhanced Autonomous and Connected Cars
Yang, S. R., Su, Y. J., Chang, Y. Y. & Hung, H.-N., Apr 2019, In: IEEE Transactions on Vehicular Technology. 68, 4, p. 3140-3153 14 p., 8641378.Research output: Contribution to journal › Article › peer-review
61 Scopus citations