Yu-Te Ku, Feng-Hao Liu, Chih-Fan Hsu, Ming-Ching Chang, Shih-Hao Hung, I-Ping Tu, and Wei-Chao Chen, "Optimizing Encrypted Neural Networks: Model Design, Quantization and Fine-Tuning Using FHEW/TFHE", The 25th Privacy Enhancing Technologies Symposium (PoPETs), 2025
Yu Xiao, Feng-Hao Liu, Yu-Te Ku, Ming-Chien Ho, Chih-Fan Hsu, Ming-Ching Chang, Shih-Hao Hung, Wei-Chao Chen, "GPU Acceleration for FHEW/TFHE Bootstrapping," IACR Transactions on Cryptographic Hardware and Embedded Systems, Vol. 2025, Issue 1, pp. 314-339
Chih-Fan Hsu, Yi-Chen Li, Chung-Chi Tsai, Jian-Kai Wang, and Cheng-Hsin Hsu, "Federated Learning Using Multi-Modal Sensors with Heterogeneous Privacy Sensitivity Levels," ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol. 20, No. 11, Article No. 350, 2024
Chih-Fan Hsu, Yu-Lun Chang, Chun-Ying Huang, and Xin Liu, "Measuring Objective Visual Quality of Real-time Communication Systems in the Wild," International Journal of Semantic Computing, Vol. 16, No. 02, pp. 257-280, 2022 (BigMM extension)
Cheng-Hao Wu, Chih-Fan Hsu, Tzu-Kuan Hung, Carsten Griwodz, Wei Tsang Ooi, and Cheng-Hsin Hsu, "Quantitative Comparison of Point Cloud Compression Algorithms with PCC Arena," IEEE Transactions on Multimedia, Volume: 25, pp.3073-3088, 2022
Chih-Fan Hsu, Tse-Hou Hung, and Cheng-Hsin Hsu, "Optimizing Immersive Video Coding Configurations Using Deep Learning: A Case Study on TMIV," ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol. 18, Issue 1, Article No. 19, 2022
Chih-Fan Hsu, Yu-Shuen Wang, Chin-Laung Lei, and Kuan-Ta Chen, "Look at Me! Correcting Eye Gaze in Live Video Communication," ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol. 15, Issue 2, Article No. 38, 2019
Haw-Shiuan Chang, Chih-Fan Hsu, Tobias Hoßfeld, and Kuan-Ta Chen, "Active Learning for Crowdsourced QoE Modeling", IEEE Transactions on Multimedia, Vol. 20, Issue 12, pp. 3337-3352, 2018
Chih-Fan Hsu, Ching-Ling Fan, Tsung-Han Tsai, Chun-Ying Huang, Cheng-Hsin Hsu, and Kuan-Ta Chen, "Toward an Adaptive Screencast Platform: Measurement and Optimization," ACM Transactions on Multimedia Computing Communications and Applications, Vol. 12, Issue 5s, Article No. 79, 2016
Mei-Chen Yeh, Chih-Fan Hsu, and Chia-Ju Lu, "Fast salient object detection through efficient subwindow search," Pattern Recognition Letters, Vol. 46, pp. 60-66, 2014
Jung-Ming Wang, Chih-Fan Hsu, Sei-Wang Chen, and Chiou-Shann Fuh, "Generation of Environmental Representation of Large Indoor Parking Lot," Neural Information Processing, Vol. 7664, pp. 307-315, 2012
Yen-Jen Lai, Po-Hsiung Lin, Chih-Fan Hsu, and Yu-Lun Chang, "Cloud and Fog Monitoring Simplified: Preliminary Validation of the Dark Channel Model with Ceilometer Observations," EGU General Assembly 2025, Vienna, Austria, 27 Apr–2 May 2025, EGU25-21131
Yu Xiao, Feng-Hao Liu, Yu-Te Ku, Ming-Chien Ho, Chih-Fan Hsu, Ming-Ching Chang, Shih-Hao Hung, Wei-Chao Chen, "GPU Acceleration for FHEW/TFHE Bootstrapping," IACR Transactions on Cryptographic Hardware and Embedded Systems, (1), 314-339, 2025
Ming-Chien Ho, Yu-Te Ku, Yu Xiao, Feng-Hao Liu, Chih-Fan Hsu, Ming-Ching Chang, Shih-Hao Hung, and Wei-Chao Chen. 2024.Invited Paper: Efficient Design of TFHE Bootstrapping Implementation with Scalable Parameters. In 2024 IEEE/ACM International Conference On Computer Aided Design (ICCAD).
Yi-Chen Li, Chih-Fan Hsu, JianKai Wang, Chung-Chi Tsai, Cheng-Hsin Hsu, "MAFS: Modality-Aware Federated Semi-Supervised Learning with Selective Data Sharing Specified by Individual Clients," The 6th ACM International Conference on Multimedia in Asia (MMAsia '24), Article 33, 1–8, 2024
Po-Hsuan Huang, Chia-Ching Lin, Chih-Fan Hsu, Ming-Ching Chang, Wei-Chao Chen, "Learning With Instance-Dependent Noisy Labels By Anchor Hallucination And Hard Sample Label Correction," IEEE International Conference on Image Processing (ICIP), pp. 901-907, 2024
Tzu-Li Liu, Yu-Te Ku, Ming-Chien Ho, Feng-Hao Liu, Ming-Ching Chang, Chih-Fan Hsu, Wei-Chao Chen, and Shih-Hao Hung, "An Efficient CKKS-FHEW/TFHE Hybrid Encrypted Inference Framework," ESORICS 2023 International Workshops, vol 14399, 2023
Ke-Han Li, Chih-Fan Hsu, Ming-Ching Chang, Feng-Hao Liu, Shao-Yi Chien, and Wei-Chao Chen, "Region-aware Photo Assurance System for Image Authentication," IEEE International Conference on Multimedia Information Processing and Retrieval (IEEE MIPR), pp. 1-6, 2023
Ke-Han Li, Chih-Fan Hsu, Yu-Sheng Lin, Shao-Yi Chien, and Wei-Chao Chen, "Configuration through Optimization for In-Memory Computing Hardware and Simulators," 2022 IEEE Workshop on Signal Processing Systems (SiPS), pp. 1-6, 2022
Yuanjie Chen, Chih-Fan Hsu, Chung-Chi Tsai, and Cheng-Hsin Hsu, "HPFL: Federated Learning Using Sensors with Diverse Privacy Sensitivity Levels," ACMMM M4MM workshop, 2022
Chih-Fan Hsu, Ming-Ching Chang, Wei-Chao Chen, "A Robust Collaborative Learning Framework Using Data Digests and Synonyms to Represent Absent Clients," IEEE International Conference on Multimedia Information Processing and Retrieval (IEEE MIPR), 2022
Chih-Fan Hsu, Jing-Lun Huang, Feng-Hao Liu, Ming-Ching Chang, Wei-Chao Chen, "FedTrust: Towards Building Secure Robust and Trustworthy Moderators for Federated Learning," IEEE International Conference on Multimedia Information Processing and Retrieval (IEEE MIPR), 2022
Ping-Jui Chuang, Chih-Fan Hsu, Yung-Tien Chu, Szu-Chun Huang, Chun-Ying Huang, "Towards a Utopia of Dataset Sharing: A Case Study on Machine Learning-based Malware Detection Algorithms," ACM AsiaCSS, pp. 479-493, 2022
Chih-Fan Hsu, Chun-Ying Huang, and Xin Liu, "Measuring Objective Visual Quality to Real-time Communication Systems in the Wild," IEEE International Conference on Multimedia (BigMM), pp. 9-16, 2021
Cheng-Hao Wu, Chih-Fan Hsu, Ting-Chun Kuo, Carsten Griwodz, Michael Riegler, Géraldine Morin, and Cheng-Hsin Hsu, "PCC arena: a benchmark platform for point cloud compression algorithms," Proceedings of the 12th ACM International Workshop on Immersive Mixed and Virtual Environment Systems, pp. 1-6, 2020
Chih-Fan Hsu, Yu-Cheng Chen, Yu-Shuen Wang, Chin-Laung Lei, and Kuan-Ta Chen, "Realizing the Real-time Gaze Redirection System with Convolutional Neural Network," ACM Multimedia Systems Conference 2018 (Demo), Amsterdam, Netherlands, 2018
Chih-Fan Hsu, Anthony Chen, Cheng-Hsin Hsu, Chun-Ying Huang, Chin-Laung Lei, and Kuan-Ta Chen, "Is Foveated Rendering Perceivable in Virtual Reality? Exploring the Efficiency and Consistency of Quality Assessment Methods," Proceeding of ACM Multimedia 2017, CA, USA, 2017
Chun-Ming Chang, Cheng-Hsin Hsu, Chih-Fan Hsu, and Kuan-Ta Chen, " Performance Measurements of Virtual Reality Systems: Quantifying the Timing and Positioning Accuracy," Proceeding of ACM Multimedia 2016, Amsterdam, The Netherlands, 2016
Chun-Ying Huang, Ching-Ling Fan, Chih-Fan Hsu, Hsin-Yu Chang, Tsung-Han Tsai, Kuan-Ta Chen, and Cheng-Hsin Hsu, " Smart Beholder: An Extensible Smart Lenses Platform," ACM Multimedia 2016 (Open Source Software Competition Track), Amsterdam, The Netherlands, 2016
Chih-Fan Hsu, Tsung-Han Tsai, Chun-Ying Huang, Cheng-Hsin Hsu, and Kuan-Ta Chen, "Screencast Dissected: Performance Measurements and Design Considerations," Proceeding of ACM Multimedia Systems 2015, Portland, USA, 2015
Chih-Fan Hsu, De-Yu Chen, Chun-Ying Huang, Cheng-Hsin Hsu, and Kuan-Ta Chen, "Screencast in the Wild: Performance and Limitations," Proceeding of ACM Multimedia 2014 (Short), Florida, USA, 2014
Chia-Ju Lu, Chih-Fan Hsu, and Mei-Chen Yeh, "Real-time Salient Object Detection," Proceeding of ACM Multimedia (Demo), Barcelona, Spain, 2013
Jung-Ming Wang, Chih-Fan Hsu, Sei-Wang Chen, and Chiou-Shann Fuh, "Generation of Environmental Representation of Large Indoor Parking Lot," The 19th International Conference on Neural Information Processing (ICONIP), Doha, Qatar, 2012
Jung-Ming Wang, Chih-Fan Hsu, Sei-Wang Chen, and Chiou-Shann Fuh, "Extracting Facial Features Using a Camera During Driving," Proceeding of the 14th International IEEE Conference on Intelligent Transportation Systems, Washington DC, USA, 2011
Chih-Fan Hsu and Sei-Wang Chen, "Automatic Parking Based on Bird’s-eye View Image," Proceeding of the 23rd IPPR Conference on CVGIP, Kaohsiung, Taiwan, 2010