College of Computer Science

2025

A Decentralized Approach to Parking Space Management With Fine-Grained Permission Level Using Blockchain Technology

Yeh, L. Y., Hung, C. H., Tsai, P. T. & Huang, J. L., 2025, In: IEEE Internet of Things Journal. 12, 3, p. 2749-2762 14 p.

Research output: Contribution to journal › Article › peer-review

AMD GPU-Based Selected Acceleration of PRACH and PUSCH in 5G NR

Kuo, N. Y. & Hsu, T. Y., 2025, In: IEEE Access. 13, p. 30365-30376 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

A note on the k-restriction problem

Lin, J. Y. & Tsai, S. C., Jan 2025, In: Information Processing Letters. 187, 106515.

Research output: Contribution to journal › Article › peer-review

A Recipe for CAC: Mosaic-Based Generalized Loss for Improved Class-Agnostic Counting

Chou, T. H., Wang, B., Chiu, W. C. & Chen, J. C., 2025, Computer Vision – ACCV 2024 - 17th Asian Conference on Computer Vision, Proceedings. Cho, M., Laptev, I., Tran, D., Yao, A. & Zha, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 413-428 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15477 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A survey on self-supervised learning for non-sequential tabular data

Wang, W. Y., Du, W. W., Xu, D., Wang, W. & Peng, W. C., Jan 2025, In: Machine Learning. 114, 1, 16.

Research output: Contribution to journal › Review article › peer-review

Open Access

Best of Both Sides: Integration of Absolute and Relative Depth Sensing Modalities Based on iToF and RGB Cameras

Fang, I. S., Chiu, W. C. & Chen, Y. S., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 463-479 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15316 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Blind Super Resolution with Reference Images and Implicit Degradation Representation

Do, H. P., Hu, P. C., Hsueh, H. C., Liu, C. K., Tran, V. H. & Huang, C. C., 2025, Computer Vision – ACCV 2024 - 17th Asian Conference on Computer Vision, Proceedings. Cho, M., Laptev, I., Tran, D., Yao, A. & Zha, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 38-53 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15475 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

DA²: Degree-Accumulated Data Augmentation on Point Clouds with Curriculum Dynamic Threshold Selection

Tai, T. C., Do-Tran, N. T., Le, N. H. L., Li, Y. H. & Huang, C. C., 2025, Computer Vision – ACCV 2024 - 17th Asian Conference on Computer Vision, Proceedings. Cho, M., Laptev, I., Tran, D., Yao, A. & Zha, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-19 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15480 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Designing and Evaluating an Immersive Extended Reality (XR) Learning Experience for Computer Science and Engineering Students

Chang, H. T., Chuang, J. H., Hsieh, C. M., Chang, H. Y. & Wang, C. C., 2025, In: International Journal of Engineering Education. 41, 1, p. 209-220 12 p.

Research output: Contribution to journal › Article › peer-review

Domain-Adaptive Video Deblurring via Test-Time Blurring

He, J. T., Tsai, F. J., Wu, J. H., Peng, Y. T., Tsai, C. C., Lin, C. W. & Lin, Y. Y., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 125-142 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15088 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Early Time Series Anomaly Prediction with Multi-Objective Optimization

Chao, T. E., Huang, Y., Dai, H., Yen, G. G. & Tseng, V. S., 2025, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 9, 1, p. 972-987 16 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Efficient Adversarial Attacks Against DRL-Based Resource Allocation in Intelligent O-RAN for V2X

Ergu, Y. A., Nguyen, V. L., Hwang, R. H., Lin, Y. D., Cho, C. Y., Yang, H. K., Shin, H. & Duong, T. Q., 2025, In: IEEE Transactions on Vehicular Technology. 74, 1, p. 1674-1686 13 p.

Research output: Contribution to journal › Article › peer-review

Efficient genome sequence compression via the fusion of MDL-based heuristics

Nawaz, M. Z., Nawaz, M. S., Fournier-Viger, P., Nawaz, S., Lin, J. C. W. & Tseng, V. S., Aug 2025, In: Information Fusion. 120, 103083.

Research output: Contribution to journal › Article › peer-review

Enhancing Anchor-Based Weakly Supervised Referring Expression Comprehension with Cross-Modality Attention

Chu, T. Y., Lin, Y. X., Huang, C. C. & Hua, K. L., 2025, Computer Vision – ACCV 2024 - 17th Asian Conference on Computer Vision, Proceedings. Cho, M., Laptev, I., Tran, D., Yao, A. & Zha, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 131-147 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15474 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Enhancing can security with ML-based IDS: Strategies and efficacies against adversarial attacks

Lin, Y. D., Chan, W. H., Lai, Y. C., Yu, C. M., Wu, Y. S. & Lee, W. B., Apr 2025, In: Computers and Security. 151, 104322.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Estimation of Hand-Interacting Object Poses with Boundary Guidance

Fu, S. Y. & Lin, I. C., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 125-140 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15317 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Fund transfer fraud detection: Analyzing irregular transactions and customer relationships with self-attention and graph neural networks

Shih, Y. C., Dai, T. S., Chen, Y. P., Ti, Y. W., Wang, W. H. & Kuo, Y., 1 Jan 2025, In: Expert Systems with Applications. 259, 125211.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

GenRC: Generative 3D Room Completion from Sparse Image Collections

Li, M. F., Ku, Y. F., Yen, H. X., Liu, C., Liu, Y. L., Chen, A. Y. C., Kuo, C. H. & Sun, M., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 146-163 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15095 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

HaGAR: Hardness-aware Generative Adversarial Recommender

Lee, Y. H., Ying, J. J. C. & Tseng, V. S., 10 Mar 2025, WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 838-846 9 p. (WSDM 2025 - Proceedings of the 18th ACM International Conference on Web Search and Data Mining).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Improving Visual Object Tracking through Visual Prompting

Chen, S. F., Chen, J. C., Jhuo, I. H. & Lin, Y. Y., 2025, (Accepted/In press) In: IEEE Transactions on Multimedia.

Research output: Contribution to journal › Article › peer-review

Open Access

Let the noise flow away: combating noisy labels using normalizing flows

Su, K. A., Su, Y. H., Lien, Y. H. & Wang, Y. S., Jan 2025, In: Machine Learning. 114, 1, 11.

Research output: Contribution to journal › Article › peer-review

Open Access

Offloading in V2X with road side units: Deep reinforcement learning

Yahya, W., Lin, Y. D., Marzuk, F., Chołda, P. & Lai, Y. C., Feb 2025, In: Vehicular Communications. 51, 100862.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Optimizing the Ratio-Based Offloading in Federated Cloud-Edge Systems: A MADRL Approach

Tadele, S. B., Yahya, W., Kar, B., Lin, Y. D., Lai, Y. C. & Wakgra, F. G., 2025, In: IEEE Transactions on Network Science and Engineering. 12, 1, p. 463-475 13 p.

Research output: Contribution to journal › Article › peer-review

P4+NFV: Optimal offloading from P4 switches to NFV for diverse traffic streams

Sharma, S., Lai, Y. C., Gumaste, A. & Lin, Y. D., Feb 2025, In: Computer Networks. 257, 110907.

Research output: Contribution to journal › Article › peer-review

Predicting Longitudinal Visual Field Progression with Class Imbalanced Data

Chen, L., Chen, C. H., Wang, W., Lu, D. W. & Tseng, V. S., 2025, (Accepted/In press) In: IEEE Journal of Biomedical and Health Informatics.

Research output: Contribution to journal › Article › peer-review

Seamless-Through-Breaking: Rethinking Image Stitching for Optimal Alignment

Chen, K. Y., Garg, A. & Wang, Y. S., 2025, Computer Vision – ACCV 2024 - 17th Asian Conference on Computer Vision, Proceedings. Cho, M., Laptev, I., Tran, D., Yao, A. & Zha, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 455-469 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15476 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Seeking Stability for Multi-Leader Stackelberg Game as an Incentive Mechanism for Multi-Requester Federated Learning

Cho, M. C., Yen, L. H. & Wang, J. X., 2025, In: IEEE Access. 13, p. 5922-5936 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

ShuttleFlow: learning the distribution of subsequent badminton shots using normalizing flows

Lien, Y. H., Lian, C. T. & Wang, Y. S., Feb 2025, In: Machine Learning. 114, 2, 39.

Research output: Contribution to journal › Article › peer-review

Open Access

Side information-driven image coding for hybrid machine–human vision

Zhang, Z., Liu, Y. & Peng, W. H., Dec 2025, In: Eurasip Journal on Image and Video Processing. 2025, 1, 3.

Research output: Contribution to journal › Article › peer-review

Open Access

Single-Image Driven 3D Viewpoint Training Data Augmentation for Effective Label Recognition

Huang, Y. C., Chen, H. Y., Hung, C. J., Chuang, J. H. & Hwang, J. N., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 196-211 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15332 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Support of MISRA C++ Analyzer for Reliability of Embedded Systems

Lin, C. C., Chu, W. H., Chang, C. H., Liao, H. H., Yang, C. C., Lee, J. K., You, Y. P. & Hsieh, T. Y., 22 Jan 2025, In: ACM Transactions on Cyber-Physical Systems. 9, 1, 9.

Research output: Contribution to journal › Article › peer-review

Open Access

TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration

Wang, H. H., Tsai, F. J., Lin, Y. Y. & Lin, C. W., 2025, Computer Vision – ACCV 2024 - 17th Asian Conference on Computer Vision, Proceedings. Cho, M., Laptev, I., Tran, D., Yao, A. & Zha, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-19 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15475 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TRACE: Relationship Analysis and Causal Factor Extraction in Cyber Threat Intelligence Reports

Vaitheeshwari, R., Wu, E. H. K., Lin, Y. D., Hwang, R. H., Lin, P. C., Lai, Y. C. & Ali, A., 2025, (Accepted/In press) In: IEEE Transactions on Dependable and Secure Computing.

Research output: Contribution to journal › Article › peer-review

Using Infrared Raman Spectroscopy with Machine Learning and Deep Learning as an Automatic Textile-Sorting Technology for Waste Textiles

Tsai, P. F. & Yuan, S. M., Jan 2025, In: Sensors. 25, 1, 57.

Research output: Contribution to journal › Article › peer-review

Open Access

Using Large Language Models for Efficient Cancer Registry Coding in the Real Hospital Setting: A Feasibility Study

Wang, C. K., Ke, C. R., Huang, M. S., Chong, I. W., Yang, Y. H., Tseng, V. S. & Dai, H. J., 2025, In: Pacific Symposium on Biocomputing. 30, p. 121-137 17 p.

Research output: Contribution to journal › Article › peer-review

2024

3GPP Edge–Fog federation: Transparent 3rd-party authentication and application mobility

Ali, A., Islam, M., Mallick, T., Islam, M. S., Sakib, S., Shohrab Hossain, M. & Lin, Y. D., 1 Jun 2024, In: Computer Communications. 222, p. 220-229 10 p.

Research output: Contribution to journal › Article › peer-review

A 40-nm 13.88-TOPS/W FC-DNN Engine for 16-bit Intelligent Audio Processing Featuring Weight-Sharing and Approximate Computing

Lin, T. J., Li, Z., Chen, Y. C., Liu, C. T., Chen, T. F. & Wang, J. S., 2024, 2024 IEEE Hot Chips 36 Symposium, HCS 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE Hot Chips 36 Symposium, HCS 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abnormal Vibration Detection by 2D Digital Image Correlation Analysis

Sun, Y. H., Yue, H. C., Chen, Y. A., Lin, C. K. & Tseng, Y. C., 2024, ISPCE-AS 2024 - IEEE International Symposium on Product Compliance Engineering-Asia 2024. Institute of Electrical and Electronics Engineers Inc., (ISPCE-AS 2024 - IEEE International Symposium on Product Compliance Engineering-Asia 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Accelerated Policy Gradient: On the Convergence Rates of the Nesterov Momentum for Reinforcement Learning

Chen, Y. J., Huang, N. C., Lee, C. P. & Hsieh, P. C., 2024, In: Proceedings of Machine Learning Research. 235, p. 6881-6949 69 p.

Research output: Contribution to journal › Conference article › peer-review

Accurate Mental Stress Detection Using Sequential Backward Selection and Adaptive Synthetic Methods

Tseng, H. C., Tai, K. Y., Ma, Y. Z., Van, L. D., Ko, L. W. & Jung, T. P., 2024, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32, p. 3095-3103 9 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

Accurate Neural Network Option Pricing Methods with Control Variate Techniques and Data Synthesis/Cleaning with Financial Rationality

Hsu, C. W., Dai, T. S., Wang, C. J. & Chen, Y. P., 21 Oct 2024, CIKM 2024 - Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 860-869 10 p. (International Conference on Information and Knowledge Management, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A Deep Learning Approach to Classify Fabry Cardiomyopathy from Hypertrophic Cardiomyopathy Using Cine Imaging on Cardiac Magnetic Resonance

Chen, W. W., Kuo, L., Lin, Y. X., Yu, W. C., Tseng, C. C., Lin, Y. J., Huang, C. C., Chang, S. L., Wu, J. C. H., Chen, C. K., Weng, C. Y., Chan, S., Lin, W. W., Hsieh, Y. C., Lin, M. C., Fu, Y. C., Chen, T., Chen, S. A. & Lu, H. H. S., 2024, In: International Journal of Biomedical Imaging. 2024, 6114826.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

A Deep Learning-Based Cloud-Edge Healthcare System With Time-of-Flight Cameras

Lee, S. Y., Huang, T. Y., Yen, C. Y., Lee, I. P., Chen, J. Y. & Huang, C. R., 1 Mar 2024, In: IEEE Sensors Journal. 24, 5, p. 7064-7074 11 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Advance Path Loss Model for Distance Estimation Using LoRaWAN Network's Received Signal Strength Indicator (RSSI)

Vo, H., Hoang Long Nguyen, V., Tran, V. L., Ferrero, F., Lee, F. Y. & Tsai, M. H., 2024, In: IEEE Access. 12, p. 83205-83216 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

5 Scopus citations

AERIAL VIEW RIVER LANDFORM VIDEO SEGMENTATION: A WEAKLY SUPERVISED CONTEXT-AWARE TEMPORAL CONSISTENCY DISTILLATION APPROACH

Chen, C. H., Chen, C. M., Cheng, W. H. & Huang, C. C., 2024, 2024 IEEE International Conference on Image Processing, ICIP 2024 - Proceedings. IEEE Computer Society, p. 984-990 7 p. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A First Physical-World Trajectory Prediction Attack via LiDAR-induced Deceptions in Autonomous Driving

Lou, Y., Zhu, Y., Song, Q., Tan, R., Qiao, C., Lee, W. B. & Wang, J., 2024, Proceedings of the 33rd USENIX Security Symposium. USENIX Association, p. 6291-6308 18 p. (Proceedings of the 33rd USENIX Security Symposium).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

al-BERT: a semi-supervised denoising technique for disease prediction

Tseng, Y. C., Kuo, C. W., Peng, W. C. & Hung, C. C., Dec 2024, In: BMC medical informatics and decision making. 24, 1, 127.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Scopus citations

Alleviating Radial Distortion Effect for Accurate, Iterative Camera Calibration Using Principal Lines

Chuang, J. H. & Chen, H. Y., 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, 5027811.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

A Local-Pattern Related Look-Up Table

Shih, C. C., Wei, T. H., Wu, T. R. & Wu, I. C., 1 Jun 2024, In: IEEE Transactions on Games. 16, 2, p. 282-290 9 p.

Research output: Contribution to journal › Article › peer-review

Open Access

A Low-Complexity Reconfigurable FFT Processor for Four Data Overlapping Modes

Van, L. D., Wang, Y. H., Huang, S. J. & Chen, S. G., 2024, APCCAS and PrimeAsia 2024 - 2024 IEEE 20th Asia Pacific Conference on Circuits and Systems and IEEE Asia Pacific Conference on Postgraduate Research in Microelectronics Electronics, Proceeding. Institute of Electrical and Electronics Engineers Inc., p. 40-44 5 p. (APCCAS and PrimeAsia 2024 - 2024 IEEE 20th Asia Pacific Conference on Circuits and Systems and IEEE Asia Pacific Conference on Postgraduate Research in Microelectronics Electronics, Proceeding).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

College of Computer Science

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