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Name Huei-Fang Yang
Title Assistant Professor
Research Interests Artificial intelligence; deep learning; computer vision
Office CM 4066
Phone 4716
Email hfyang@mis.nsysu.edu.tw


Education 2011, Ph.D., Computer Science and Engineering, Texas A&M University
Experience 2019-08-01 ~ , National Sun Yat-sen University, Dept. Information Management, Assistant Professor
2018-02-01 ~ 2019-07-31, National University of Kaohsiung, Dept. Comp. Sci and Info. Eng., Assistant Professor
Category Year Title
Journal Article 2021 Cheng-Hao Tu, Huei-Fang Yang, Shih-Min Yang, Mei-Chen Yeh, and Chu-Song Chen (2021). SemanticHash: Hash coding via semantics-guided label prototype learning. IEEE Trans. Artificial Intelligence (TAI). (其他期刊)
Journal Article 2021 Huei-Fang Yang, Cheng-Hao Tu, and Chu-Song Chen (2021). Learning binary hash codes based on adaptable label representations. IEEE Trans. Neural Networks and Learning Systems (TNNLS). (SCIE)
Journal Article 2020 Huei-Fang Yang, Kevin Lin, Ting-Yen Chen, and Chu-Song Chen (2020). Cross-batch reference learning for deep retrieval. IEEE Trans. Neural Networks and Learning Systems (TNNLS), 31(9), 3145–3158. (SCIE)
Journal Article 2018 Huei-Fang Yang, Kevin Lin, and Chu-Song Chen (2018). Supervised learning of semantics-preserving hash via deep convolutional neural networks. IEEE Trans. Pattern Analysis and Machine Intelligence (TPAMI), 40(2), 437–451. (SCIE)
Journal Article 2018 Huei-Fang Yang, Bo-Yao Lin, Kuang-Yu Chang, and Chu-Song Chen (2018). Joint estimation of age and expression by combining scattering and convolutional networks. ACM Trans. Multimedia Computing, Communications, and Applications (TOMM), 40(1), 9:1–9:18. (SCIE)
Journal Article 2018 Huei-Fang Yang, Ting-Yen Chen, Cheng-Hao Tu, and Chu-Song Chen (2018). Equivalent scanning network of unpadded CNNs. IEEE Signal Processing Letters (SPL), 25(10), 1590–1594. (SCIE)
Conference Paper 2019 Huei-Fang Yang, Cheng-Hao Tu, and Chu-Song Chen (2019). Adaptive labeling for hash code learning via neural networks. IEEE Int. Conf. Image Processing (ICIP), Taiwan.
Conference Paper 2019 Huei-Fang Yang, Cheng-Hao Tu, and Chu-Song Chen (2019). Adaptive labeling for hash code learning via neural networks. CVPR Workshop (CVPRW) on Compact and Efficient Feature Representation and Learning in Computer Vision (CEFRL), United States.
Conference Paper 2018 Huei-Fang Yang, Cheng-Hao Tu, and Chu-Song Chen (2018). Supervised representation hash codes learning. International Computer Symposium (ICS), Taiwan.
Year Title
2020

Deep binary representation learning for image retrieval: from supervised to semi-supervised, unsupervised and zero-shot learning. Ministry of Science and Techonology (109-2221-E-110-063-MY3)

2019

Style-aware fashion item recommendation. Ministry of Science and Technology (107-2218-E-110-020-MY2)

Year Semester Required / Selected Department Course Code Course
109 2 Required Department of Information Management MIS326 MULTIMEDIA NETWORK PROJECT (I)
109 2 Required Si Wan College GEAE2429 INTRODUCTION TO ARTIFICIAL INTELLIGENCE
109 2 Required Department of Information Management MIS205 DATABASE MANAGEMENT
109 2 Selected Department of Information Management MIS604D SEMINAR
109 1 Selected Department of Information Management MIS131 INTRODUCTION TO COMPUTER SCIENCE PRACTICE
109 1 Selected Department of Information Management MIS583 DEEP LEARNING
109 1 Required Si Wan College GEAE2429 INTRODUCTION TO ARTIFICIAL INTELLIGENCE
109 1 Required Department of Information Management MIS101 BASIC COMPUTER CONCEPTS
109 1 Required Department of Information Management MIS426 MULTIMEDIA NETWORK PROJECT (II)
108 3 Selected Department of Information Management MIS962 SEMINAR(II)
108 2 Required Si Wan College GEAE2429 INTRODUCTION TO ARTIFICIAL INTELLIGENCE
108 2 Required Department of Information Management MIS326 MULTIMEDIA NETWORK PROJECT (I)
108 2 Required Department of Information Management MIS205 DATABASE MANAGEMENT
108 1 Selected Department of Information Management MIS583 DEEP LEARNING
108 1 Selected Department of Information Management MIS131 INTRODUCTION TO COMPUTER SCIENCE PRACTICE
108 1 Required Department of Information Management MIS101 BASIC COMPUTER CONCEPTS
Year Name Degree Title
Year Title Awarding Organization
2020 University New Faculty Incentives National Sun Yat-sen University
2020 Sun Yat-sen Distinguished Junior Management Scholar National Sun Yat-sen University, College of Management
2019 Academic Research Incentives National Sun Yat-sen University
2019 University New Faculty Incentives National Sun Yat-sen University
2019 Sun Yat-sen Distinguished Junior Management Scholar National Sun Yat-sen University, College of Management
Period Activity Description Role