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Employment (1)

Academia Sinica: Taipei, TW

Research Fellow (Institute of Information Science)
Employment
Source: Self-asserted source
Meng Chang Chen

Education and qualifications (1)

UCLA: Los Angeles, CA, US

1983-10 to 1989-03 | Ph.D. (Dept of Computer Science)
Education
Source: Self-asserted source
Meng Chang Chen

Works (11)

Enhancing PM2.5 prediction by mitigating annual data drift using wrapped loss and neural networks

PLOS ONE
2025-02-11 | Journal article
DOI: 10.1371/journal.pone.0314327
Contributors: Md Khalid Hossen; Kristofer Lasko; Yan-Tsung Peng; Meng Chang Chen
Source: check_circle
Crossref

Attention-Based API Locating for Malware Techniques

IEEE Transactions on Information Forensics and Security
2024 | Journal article
DOI: 10.1109/TIFS.2023.3330337
Contributors: Guo-Wei Wong; Yi-Ting Huang; Ying-Ren Guo; Yeali Sun; Meng Chang Chen
Source: check_circle
Crossref

Unleashing Malware Analysis and Understanding With Generative AI

IEEE Security & Privacy
2024 | Journal article
DOI: 10.1109/MSEC.2024.3384415
Contributors: Yeali S. Sun; Zhi-Kang Chen; Yi-Ting Huang; Meng Chang Chen
Source: check_circle
Crossref

MITREtrieval: Retrieving MITRE Techniques From Unstructured Threat Reports by Fusion of Deep Learning and Ontology

IEEE Transactions on Network and Service Management
2024-08 | Journal article
DOI: 10.1109/TNSM.2024.3401200
Contributors: Yi-Ting Huang; R. Vaitheeshwari; Meng-Chang Chen; Ying-Dar Lin; Ren-Hung Hwang; Po-Ching Lin; Yuan-Cheng Lai; Eric Hsiao-Kuang Wu; Chung-Hsuan Chen; Zi-Jie Liao et al.
Source: check_circle
Crossref

Sparse Grid Imputation Using Unpaired Imprecise Auxiliary Data: Theory and Application to PM2.5 Estimation

ACM Transactions on Knowledge Discovery from Data
2024-04-30 | Journal article
DOI: 10.1145/3634751
Contributors: Ming-Chuan Yang; Guo-Wei Wong; Meng Chang Chen
Source: check_circle
Crossref

Extreme Event Discovery With Self-Attention for PM2.5 Anomaly Prediction

IEEE Intelligent Systems
2023-03 | Journal article
DOI: 10.1109/MIS.2023.3236561
Contributors: Hsin-Chih Yang; Ming-Chuan Yang; Guo-Wei Wong; Meng Chang Chen
Source: check_circle
Crossref

Using Satellite Data on Remote Transportation of Air Pollutants for PM2.5 Prediction in Northern Taiwan

2022-08-30 | Preprint
DOI: 10.36227/techrxiv.13734067
Contributors: George Kibirige; Ming-Chuan Yang; Chao-Lin Liu; Meng Chang Chen
Source: check_circle
Crossref

Using Satellite Data on Remote Transportation of Air Pollutants for PM2.5 Prediction in Northern Taiwan

2022-08-30 | Preprint
DOI: 10.36227/techrxiv.13734067.v2
Contributors: George Kibirige; Ming-Chuan Yang; Chao-Lin Liu; Meng Chang Chen
Source: check_circle
Crossref

Using Satellite Data on Remote Transportation of Air Pollutants for PM2.5 Prediction in Northern Taiwan

2021-02-13 | Preprint
DOI: 10.36227/techrxiv.13734067.v1
Contributors: George Kibirige; Ming-Chuan Yang; Chao-Lin Liu; Meng Chang Chen
Source: check_circle
Crossref

Hardware-Assisted MMU Redirection for In-Guest Monitoring and API Profiling

IEEE Transactions on Information Forensics and Security
2020 | Journal article
DOI: 10.1109/TIFS.2020.2969514
Contributors: Shun-Wen Hsiao; Yeali S. Sun; Meng Chang Chen
Source: check_circle
Crossref

Tagging Malware Intentions by Using Attention-Based Sequence-to-Sequence Neural Network

2019 | Book chapter
DOI: 10.1007/978-3-030-21548-4_38
Contributors: Yi-Ting Huang; Yu-Yuan Chen; Chih-Chun Yang; Yeali Sun; Shun-Wen Hsiao; Meng Chang Chen
Source: check_circle
Crossref

Peer review (3 reviews for 3 publications/grants)

Review activity for Atmospheric pollution research journal. (1)
Review activity for Computers & electrical engineering. (1)
Review activity for Computers & security. (1)
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