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Mã NNC: CB.1492702

TS Huỳnh Văn Thống

Cơ quan/đơn vị công tác: Trường Đại học Bách khoa - Đại học Quốc gia TP. Hồ Chí Minh

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Danh sách các Bài báo/Công bố KH&CN
Danh sách các Nhiệm vụ KH&CN đã tham gia

[1]	Big team science reveals promises and limitations of machine learning efforts to model physiological markers of affective experience Nicholas A. Coles, Bartosz Perz, Maciej Behnke, Johannes C. Eichstaedt, Soo Hyung Kim, Tu N. Vu, Chirag Raman, Julian Tejada, Van-Thong Huynh, Guangyi Zhang, Tanming Cui, Sharanyak Podder, Rushi Chavda, Shubham Pandey, Arpit Upadhyay, Jorge I. Padilla-Buritica, Carlos J. Barrera Causil, Linying Ji, Felix Dollack, Kiyoshi Kiyokawa, Huakun Liu, Monica Perusquia-Hernandez, Hideaki Uchiyama, Xin Wei, Houwei Cao, Ziqing Yang, Alessia Iancarelli, Kieran McVeigh, Yiyu Wang, Isabel M. Berwian, Jamie C. Royal Society Open Science, Volume 12, Issue 6, 241778, June 2025 - Năm xuất bản: 2025; ISSN/ISBN:
[2]	Engagement Intensity Prediction with Facial Behavior Features Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim 2019 ACM Int. Conf. Multimodal Interaction (ICMI 2019), pp. 567-571 - Năm xuất bản: 2019; ISSN/ISBN:
[3]	Multimodality Pain and related Behaviors Recognition based on Attention Learning Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), pp. 814-818 - Năm xuất bản: 2020; ISSN/ISBN:
[4]	Ensemble Spatial and Temporal Vision Transformer for Action Units Detection Ngoc Tu Vu, Van Thong Huynh, Trong Nghia Nguyen, Soo-Hyung Kim 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Năm xuất bản: 2023; ISSN/ISBN:
[5]	Multiscale Transformer-Based for Multimodal Affective States Estimation from Physiological Signals Ngoc Tu Vu, Van Thong Huynh, Hyung-Jeong Yang and Soo-Hyung Kim Asian Conference on Pattern Recognition (ACPR 2023), Lecture Notes in Computer Science (Springer), vol 14408, pp. 113-122 - Năm xuất bản: 2023; ISSN/ISBN:
[6]	Apparatus and Method for Identifying Emotion by Gaze Movement Analysis Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, Van Thong Huynh, Aran Oh Korea Patent Registration Number: 10-2204743 https://doi.org/10.8080/1020190089540 - Năm xuất bản: 2021; ISSN/ISBN:
[7]	Multilevel spatial-temporal feature analysis for generic event boundary detection in videos Van Thong Huynh, Seungwon Kim, Hyung-Jeong Yang, Soo-Hyung Kim Computer Vision and Image Understanding Volume 259, September 2025, 104429 https://doi.org/10.1016/j.cviu.2025.104429 - Năm xuất bản: 2025; ISSN/ISBN:
[8]	Semantic Segmentation of the Eye with a Lightweight Deep Network and Shape Correction Huynh, Van Thong; Yang, Hyung-Jeong; Lee, Guee-Sang; Kim, Soo-Hyung IEEE Access 8, 131967-131974 - Năm xuất bản: 2020; ISSN/ISBN:
[9]	End-to-End Learning for Multimodal Emotion Recognition in Video with Adaptive Loss Huynh, Van Thong; Yang, Hyung-Jeong; Lee, Guee-Sang; Kim, Soo-Hyung IEEE MultiMedia 28 (2), 59-66 https://ieeexplore.ieee.org/document/9431699 - Năm xuất bản: 2021; ISSN/ISBN:
[10]	Empirical study for human engagement in collaborative robot programming Jacomini Prioli, Joao Paulo; Liu, Shengyu; Shen, Yinfeng; Huynh, Van Thong; Rickli, Jeremy L.; Yang, Hyung-Jeong; Kim, Soo-Hyung; Kim, Kyoung-Yun Journal of Integrated Design and Process Science 26 (2), 159-181 - Năm xuất bản: 2023; ISSN/ISBN:
[11]	Switch fusion for continuous emotion estimation from multiple physiological signals Vu, Ngoc Tu; Huynh, Van Thong; Kim, Seung-Won; Shin, Ji-eun; Yang, Hyung-Jeong; Kim, Soo-Hyung Biomedical Signal Processing and Control 107, 107831 https://www.sciencedirect.com/science/article/pii/S1746809425003428 - Năm xuất bản: 2025; ISSN/ISBN:
[12]	Prediction of evoked expression from videos with temporal position fusion Huynh, Van Thong; Yang, Hyung-Jeong; Lee, Guee-Sang; Kim, Soo-Hyung Pattern Recognition Letters 172, 245-251 https://www.sciencedirect.com/science/article/abs/pii/S016786552300199X - Năm xuất bản: 2023; ISSN/ISBN:
[13]	The 2nd Korean Emotion Recognition Challenge: Methods and Results Kim, Songa; Huynh, Van Thong; Thi, Dung Tran; Oh, Aran; Lee, Guee-Sang; Yang, Hyung-Jeong; Kim, Soo-Hyung Communications in Computer and Information Science - Năm xuất bản: 2021; ISSN/ISBN:
[14]	An Ensemble Approach for Facial Behavior Analysis in-the-wild Video Nguyen, Hong-Hai; Huynh, Van-Thong; Kim, Soo-Hyung IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops - Năm xuất bản: 2022; ISSN/ISBN:
[15]	DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation Tu, Vu Ngoc; Huynh, Van Thong; Yang, Hyung-Jeong; Kim, Soo-Hyung; Nawaz, Shah; Nandakumar, Karthik; Zaheer, M. Zaigham MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia - Năm xuất bản: 2023; ISSN/ISBN:
[16]	An Ensemble Approach for Facial Behavior Analysis in-the-wild Video Nguyen, Hong-Hai; Huynh, Van-Thong; Kim, Soo-Hyung IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops - Năm xuất bản: 2022; ISSN/ISBN: 2160-7508
[17]	Apparatus and Method for Identifying Emotion by Gaze Movement Analysis Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, Van Thong Huynh, Aran Oh Korea Patent Registration Number: 10-2204743 https://doi.org/10.8080/1020190089540 - Năm xuất bản: 2021; ISSN/ISBN:
[18]	Big team science reveals promises and limitations of machine learning efforts to model physiological markers of affective experience Nicholas A. Coles, Bartosz Perz, Maciej Behnke, Johannes C. Eichstaedt, Soo Hyung Kim, Tu N. Vu, Chirag Raman, Julian Tejada, Van-Thong Huynh, Guangyi Zhang, Tanming Cui, Sharanyak Podder, Rushi Chavda, Shubham Pandey, Arpit Upadhyay, Jorge I. Padilla-Buritica, Carlos J. Barrera Causil, Linying Ji, Felix Dollack, Kiyoshi Kiyokawa, Huakun Liu, Monica Perusquia-Hernandez, Hideaki Uchiyama, Xin Wei, Houwei Cao, Ziqing Yang, Alessia Iancarelli, Kieran McVeigh, Yiyu Wang, Isabel M. Berwian, Jamie C. Royal Society Open Science, Volume 12, Issue 6, 241778, June 2025 - Năm xuất bản: 2025; ISSN/ISBN: 2054-5703
[19]	DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation Tu, Vu Ngoc; Huynh, Van Thong; Yang, Hyung-Jeong; Kim, Soo-Hyung; Nawaz, Shah; Nandakumar, Karthik; Zaheer, M. Zaigham MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia - Năm xuất bản: 2023; ISSN/ISBN:
[20]	Empirical study for human engagement in collaborative robot programming Jacomini Prioli, Joao Paulo; Liu, Shengyu; Shen, Yinfeng; Huynh, Van Thong; Rickli, Jeremy L.; Yang, Hyung-Jeong; Kim, Soo-Hyung; Kim, Kyoung-Yun Journal of Integrated Design and Process Science 26 (2), 159-181 - Năm xuất bản: 2023; ISSN/ISBN: 1875-8959
[21]	End-to-End Learning for Multimodal Emotion Recognition in Video with Adaptive Loss Huynh, Van Thong; Yang, Hyung-Jeong; Lee, Guee-Sang; Kim, Soo-Hyung IEEE MultiMedia 28 (2), 59-66 https://ieeexplore.ieee.org/document/9431699 - Năm xuất bản: 2021; ISSN/ISBN: 1941-0166
[22]	Engagement Intensity Prediction with Facial Behavior Features Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim 2019 ACM Int. Conf. Multimodal Interaction (ICMI 2019), pp. 567-571 - Năm xuất bản: 2019; ISSN/ISBN:
[23]	Ensemble Spatial and Temporal Vision Transformer for Action Units Detection Ngoc Tu Vu, Van Thong Huynh, Trong Nghia Nguyen, Soo-Hyung Kim 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) - Năm xuất bản: 2023; ISSN/ISBN:
[24]	Multilevel spatial-temporal feature analysis for generic event boundary detection in videos Van Thong Huynh, Seungwon Kim, Hyung-Jeong Yang, Soo-Hyung Kim Computer Vision and Image Understanding Volume 259, September 2025, 104429 https://doi.org/10.1016/j.cviu.2025.104429 - Năm xuất bản: 2025; ISSN/ISBN: 1090-235X
[25]	Multimodality Pain and related Behaviors Recognition based on Attention Learning Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), pp. 814-818 - Năm xuất bản: 2020; ISSN/ISBN:
[26]	Multiscale Transformer-Based for Multimodal Affective States Estimation f-rom Physiological Signals Ngoc Tu Vu, Van Thong Huynh, Hyung-Jeong Yang and Soo-Hyung Kim Asian Conference on Pattern Recognition (ACPR 2023), Lecture Notes in Computer Science (Springer), vol 14408, pp. 113-122 - Năm xuất bản: 2023; ISSN/ISBN:
[27]	Prediction of evoked expression f-rom videos with temporal position fusion Huynh, Van Thong; Yang, Hyung-Jeong; Lee, Guee-Sang; Kim, Soo-Hyung Pattern Recognition Letters 172, 245-251 https://www.sciencedirect.com/science/article/abs/pii/S016786552300199X - Năm xuất bản: 2023; ISSN/ISBN: 0167-8655
[28]	Semantic Segmentation of the Eye with a Lightweight Deep Network and Shape Correction Huynh, Van Thong; Yang, Hyung-Jeong; Lee, Guee-Sang; Kim, Soo-Hyung IEEE Access 8, 131967-131974 - Năm xuất bản: 2020; ISSN/ISBN: 2169-3536
[29]	Switch fusion for continuous emotion estimation f-rom multiple physiological signals Vu, Ngoc Tu; Huynh, Van Thong; Kim, Seung-Won; Shin, Ji-eun; Yang, Hyung-Jeong; Kim, Soo-Hyung Biomedical Signal Processing and Control 107, 107831 https://www.sciencedirect.com/science/article/pii/S1746809425003428 - Năm xuất bản: 2025; ISSN/ISBN: 1746-8108
[30]	The 2nd Korean Emotion Recognition Challenge: Methods and Results Kim, Songa; Huynh, Van Thong; Thi, Dung Tran; Oh, Aran; Lee, Guee-Sang; Yang, Hyung-Jeong; Kim, Soo-Hyung Communications in Computer and Information Science - Năm xuất bản: 2021; ISSN/ISBN: 1865-0929