publication

Journal
  1. Nicholas A Coles, Bartosz Perz, Maciej Behnke, Johannes C. Eichstaedt, Soo-Hyung Kim, Tu N Vu, Chirag Raman, Julian Tejada, Van Thong Huynh, et al., "Big team science reveals promises and limitations of machine learning efforts to model the physiological basis of affective experience", Journal Submitted, 2024.
  2. Ngoc Tu Vu, Van Thong Huynh, Seung Won Kim, Ji Eun Shin, Hyung-Jeong Yang, Soo-Hyung Kim, "Switch Fusion for Continuous Emotion Estimation from Multiple Physiological Signals", Biomedical Signal Processing and Control, 172 (2025) 107831.
  3. Van Thong Huynh, Seungwon Kim, Hyung-Jeong Yang, Soo-Hyung Kim, "Multilevel Spatial-Temporal Feature Analysis for Generic Event Boundary Detection in Videos", Journal Submitted, 2024.
  4. Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, "Prediction of Evoked Expression from Videos with Temporal Position Fusion", Pattern Recognition Letters, Vol. 172, pp. 245-251, August 2023. (2023 IF: 5.1).
  5. J.P.J. Prioli, S. Liu, Y. Shen, Van Thong Huynh, J. Rickli , Hyung-Jeong Yang, Soo-Hyung Kim, Kyoung-Yun Kim, “Empirical study for worker engagement in collaborative robot programming”, Journal of Integrated Design and Process Science, Vol. 26, no. 2, pp. 159-181, 2023. (2023 IF: 0.6).
  6. Huynh Van Thong, Hyung-Jeong Yang, Guee-Sang Lee, Soo Hyung Kim, “End-to-End Learning for Multimodal Emotion Recognition in Video with Adaptive Loss”, IEEE MultiMedia, Vol. 28, No. 2, pp. 59-66, April-June 2021. (2021 IF: 5.633, JCR10%).
  7. Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, "Semantic Segmentation of the Eye with a Lightweight Deep Network and Shape Correction", IEEE Access, Vol. 8, pp. 131967-131974, July 2020. (2020 IF: 3.367).
Conference
  1. Ngoc Tu Vu, Van Thong Huynh, Hyung-Jeong Yang and Soo-Hyung Kim, "Multiscale Transformer-Based for Multimodal Affective States Estimation from Physiological Signals", Proc. 2023 Asian Conference on Pattern Recognition (ACPR 2023), Lecture Notes in Computer Science (Springer), vol 14408, pp. 113-122, Kitakyushu, Japan, Nov. 2023.
  2. Nguyen Quang Vinh, Van Thong Huynh, Soo-Hyung Kim, "Adapt Distinct Semantics for Uncertain Areas in Polyp Segmentation", Proc. 2023 Britich Machine Vision Conference (BMVC 2023), Aberdeen, UK, Nov. 2023.
  3. Ngoc Tu Vu, Van Thong Huynh, Hyung-Jeong Yang, Soo-Hyung Kim, Shah Nawaz, Karthik Nandakumar, M. Zaigham Zaheer, “DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation”, Proc. 31st ACM Int. Conf. Multimedia, pp. 9521–9525, Ottawa, Canada, Oct. 2023.
  4. Ngoc Tu Vu, Van Thong Huynh, Trong Nghia Nguyen, Soo-Hyung Kim, "Ensemble Spatial and Temporal Vision Transformer for Action Units Detection", Proc. CVPR 2023 Workshop and Competition on Affective Behavior Analysis in-the-wild, pp. 5769-5775, Vancouver, Canada, June 2023.
  5. Kim Ngan Phan, Hong-Hai Nguyen, Van-Thong Huynh, Soo-Hyung Kim, "Facial Expression Classification using Fusion of Deep Neural Network in Video", Proc. CVPR Workshop and Competition on Affective Behavior Analysis in-the-wild (ABAW), pp. 2506-2510, New Orleans, USA, June 2022.
  6. Hong-Hai Nguyen, Van-Thong Huynh, Soo-Hyung Kim, "An Ensemble Approach for Facial Expression Analysis and Action Unit Detection in-the-wild Video", Proc. CVPR Workshop and Competition on Affective Behavior Analysis in-the-wild (ABAW), pp. 2511-2516, New Orleans, USA, June 2022.
  7. Songa Kim, Van Thong Huynh, Dung Tran Thi, Aran Oh, Guee-Sang Lee, Hyung-Jeong Yang, and Soo-Hyung Kim, "The 2nd Korean Emotion Recognition Challenge: Methods and Results", Proc. Int. Workshop on Frontiers in Computer Vision(IWFCV 2021), Daegu, Korea, pp. 176-183, Feb. 2021.
  8. Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, "Multimodality Pain and related Behaviors Recognition based on Attention Learning", Proc. 15th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2020), doi: 10.1109/FG47880.2020.00034, pp. 814-818, Buenos Aires, Argentina, Nov. 2020.
  9. Van Thong Huynh, Aran Oh, Soo-Hyung Kim, Guee-Sang Lee, and Hyung-Jeong Yang, "Estimate Engagement Intensity with Eye Movements," Proc. Int. Workshop on Frontiers in Computer Vision(IWFCV 2020), Kagoshima, Japan, Feb. 2020.
  10. Van Thong Huynh, Soo-Hyung Kim, Guee-Sang Lee, Hyung-Jeong Yang, "Eye Semantic Segmentation with A Lightweight Model", Proc. 2019 IEEE Int. Conf. Computer Vision Workshop - Eye Tracking for VR and AR (ICCVW 2019), pp. 3704-3707, Seoul, Korea, Nov. 2019.
  11. Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, "Engagement Intensity Prediction with Facial Behavior Features", Proc. 2019 ACM Int. Conf. Multimodal Interaction(ICMI 2019), pp. 567-571, Suzhou, China, Oct. 2019.