| Name | Huei-Fang Yang |
|---|---|
| Title | Assistant Professor |
| Research Interests | Artificial intelligence; deep learning; computer vision |
| Office | CM 4066 |
| Phone | 4716 |
| 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 |
|---|