Hyung-Jeong Yang

151 papers A* 8A 1B 12C 1Journal 88Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AttCo: Attention-based co-Learning fusion of deep feature representation for medical image segmentation using multimodality. Neural Networks Duy-Phuong Dao, Hyung-Jeong Yang, Soo-Hyung Kim, Sae-Ryung Kang
2026	A*	`conf`	Exploring the Effects of Support Type and Task Difficulty for Virtual Assistants as Social Companions. CHI Sei Kang, Yunsu Lee, Gun A. Lee, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Seungwon Kim
2026	—	`conf`	Free-Controlling Facial Expressions during User-to-User Communication in VR. CHI Extended Abstracts Jaejoon Jeong, Gun A. Lee, Soo-Hyung Kim, Hyung-Jeong Yang, Ji-Eun Shin, Seungwon Kim
2026	J	`jnl`	Leveraging deep visual geometry group network for facial emotion recognition through RGB and thermal image fusion. Multim. Tools Appl. Tuan-Khoi Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Seung-Won Kim, Ji-Eun Shin
2026	J	`jnl`	Multi-modal adaptive empathy assessment in online dyadic interaction using bi-directional multi-layer perceptron-mixer and dynamic weights fusion. Eng. Appl. Artif. Intell. Eunchae Lim, Hwaryung Lee, Ji-Eun Shin, Hyung-Jeong Yang, Soo-Hyung Kim, Seungwon Kim, Aera Kim
2026	J	`jnl`	Multi-stage wavelet-attention deep learning for brain MRI classification. Multim. Syst. Tuan-Khoi Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Myungeun Lee
2025	B	`conf`	A Time-Aware Mental State Space for Multimodal Depression Detection on Social Media. CogSci Quang Vinh Nguyen, Dong Thanh Nguyen, Duc Duy Nguyen, Doan Khai Ta, Hai Binh Nguyen, Ji-Eun Shin, Seungwon Kim, Hyung-Jeong Yang, Soo-Hyung Kim
2025	J	`jnl`	A lightweight approach based on cross-modality for depression detection. Comput. Biol. Medicine Eunchae Lim, Min Jhon, Ju-Wan Kim, Soo-Hyung Kim, Seungwon Kim, Hyung-Jeong Yang
2025	B	`conf`	ATL-Diff: Audio-Driven Talking Head Generation with Early Landmarks-Guide Noise Diffusion. AVSS Thanh Hoang Son Vo, Quang-Vinh Nguyen, Seungwon Kim, Hyung-Jeong Yang, Soonja Yeom, Soo-Hyung Kim
2025	J	`jnl`	ATL-Diff: Audio-Driven Talking Head Generation with Early Landmarks-Guide Noise Diffusion. CoRR Hoang-Son Vo, Quang-Vinh Nguyen, Seungwon Kim, Hyung-Jeong Yang, Soonja Yeom, Soo-Hyung Kim
2025	J	`jnl`	Anatomical Attention Alignment representation for Radiology Report Generation. CoRR Quang Vinh Nguyen, Minh Duc Nguyen, Thanh Hoang Son Vo, Hyung-Jeong Yang, Soo-Hyung Kim
2025	—	`conf`	Attention-VR: predicting VIMS from attention-weighted multi-modal movement data. ISMAR-Adjunct Eunhee Chang, Eunchae Lim, Hyunwoo Cho, Jonathon Derek Hart, Arindam Dey, Zehua Zhang, Hyung-Jeong Yang, Mark Billinghurst
2025	A*	`conf`	Design and Evaluation of a Virtual Agent for Interpersonal Emotion Regulation in VR. ISMAR Sei Kang, Gun A. Lee, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Jaejoon Jeong, Myungho Lee, Seungwon Kim
2025	J	`jnl`	Dual-stream transformer approach for pain assessment using visual-physiological data modeling. PeerJ Comput. Sci. Minh-Duc Nguyen, Hyung-Jeong Yang, Duy-Phuong Dao, Soo-Hyung Kim, Seung-Won Kim, Ji-Eun Shin, Ngoc Anh Thi Nguyen, Trong-Nghia Nguyen
2025	B	`conf`	Effects of Co-speech Gesture Size of Virtual Agents on Persuasive Communication. VRST Gayun Suh, Gun A. Lee, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Jaejoon Jeong, Sei Kang, Seungwon Kim
2025	J	`jnl`	Latent Behavior Diffusion for Sequential Reaction Generation in Dyadic Setting. CoRR Minh-Duc Nguyen, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Seung-Won Kim
2025	J	`jnl`	Longitudinal Alzheimer's Disease Progression Prediction With Modality Uncertainty and Optimization of Information Flow. IEEE J. Biomed. Health Informatics Duy-Phuong Dao, Hyung-Jeong Yang, Jahae Kim, Ngoc-Huynh Ho
2025	J	`jnl`	Multi-horizon event detection for in-hospital clinical deterioration using dual-channel graph attention network. Int. J. Medical Informatics Thanh Cong Do, Hyung-Jeong Yang, Soo-Hyung Kim, Bo-Gun Kho, Jin-Kyung Park
2025	J	`jnl`	Multilevel spatial-temporal feature analysis for generic event boundary detection in videos. Comput. Vis. Image Underst. Van Thong Huynh, Seungwon Kim, Hyung-Jeong Yang, Soo-Hyung Kim
2025	J	`jnl`	Power of Multi-Modality Variables in Predicting Parkinson's Disease Progression. IEEE J. Biomed. Health Informatics Yishan Jiang, Hyung-Jeong Yang, Jahae Kim, Zhenzhou Tang, Xiukai Ruan
2025	J	`jnl`	Switch fusion for continuous emotion estimation from multiple physiological signals. Biomed. Signal Process. Control. Ngoc Tu Vu, Van Thong Huynh, Seung-Won Kim, Ji-Eun Shin, Hyung-Jeong Yang, Soo-Hyung Kim
2025	J	`jnl`	Temporal variational autoencoder model for in-hospital clinical emergency prediction. Biomed. Signal Process. Control. Trong-Nghia Nguyen, Soo-Hyung Kim, Bo-Gun Kho, Nhu-Tai Do, Ngumimi Karen Iyortsuun, Guee-Sang Lee, Hyung-Jeong Yang
2025	A*	`conf`	Three Techniques for Enhancing Emotional Expression on Embodied Avatar Face in VR. ISMAR Jaejoon Jeong, Gun A. Lee, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Gayun Suh, Sei Kang, Seungwon Kim
2025	—	`conf`	Willingness to Interact: Social Resources Facilitate Pulling Actions toward Social Avatars in Virtual Reality. VR Workshops Jaejoon Jeong, Hwaryung Lee, Ji-Eun Shin, Daeun Kim, Sei Kang, Gun A. Lee, Soo-Hyung Kim, Hyung-Jeong Yang, Seungwon Kim
2024	J	`jnl`	A Survey on Identifying Empathic Expression in Remote Collaboration From Empathic Computing. IEEE Access Prabesh Paudel, Hyung-Jeong Yang, Anjitha Divakaran, Seung-Won Kim, Ji-Eun Shin, Soo-Hyung Kim
2024	J	`jnl`	A comparison between centralized and asynchronous federated learning approaches for survival outcome prediction using clinical and PET data from non-small cell lung cancer patients. Comput. Methods Programs Biomed. Thi Tuong Vi Vo, Tae-ho Shin, Hyung-Jeong Yang, Sae-Ryung Kang, Soo-Hyung Kim
2024	—	`conf`	Adaptive Cross-Modal Representation Learning for Heterogeneous Data Types in Alzheimer Disease Progression Prediction with Missing Time Point and Modalities. ICPR (12) S. P. Dhivyaa, Duy-Phuong Dao, Hyung-Jeong Yang, Jahae Kim
2024	J	`jnl`	Additive Cross-Modal Attention Network (ACMA) for Depression Detection Based on Audio and Textual Features. IEEE Access Ngumimi Karen Iyortsuun, Soo-Hyung Kim, Hyung-Jeong Yang, Seung-Won Kim, Min Jhon
2024	J	`jnl`	Conditional Diffusion Model for Longitudinal Medical Image Generation. CoRR Duy-Phuong Dao, Hyung-Jeong Yang, Jahae Kim
2024	J	`jnl`	Effect of the Hand and Gaze Pointers in Remote Collaboration. IEEE Access Jihye Shin, Gayun Suh, Soo-Hyung Kim, Hyung-Jeong Yang, Ji-Eun Shin, Gun Lee, Seungwon Kim
2024	J	`jnl`	Explainable Deep Contrastive Federated Learning System for Early Prediction of Clinical Status in Intensive Care Unit. IEEE Access Trong-Nghia Nguyen, Hyung-Jeong Yang, Bo-Gun Kho, Sae-Ryung Kang, Soo-Hyung Kim
2024	—	`conf`	Latent Behavior Diffusion for Sequential Reaction Generation in Dyadic Setting. ICPR (25) Minh-Duc Nguyen, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Seung-Won Kim
2024	J	`jnl`	Leveraging WaveNet for Dynamic Listening Head Modeling from Speech. CoRR Minh-Duc Nguyen, Hyung-Jeong Yang, Seung-Won Kim, Ji-Eun Shin, Soo-Hyung Kim
2024	J	`jnl`	Mental workload estimation with electroencephalogram signals by combining multi-space deep models. Biomed. Signal Process. Control. Hong Hai Nguyen, Ngumimi Karen Iyortsuun, Seungwon Kim, Hyung-Jeong Yang, Soo-Hyung Kim
2024	—	`conf`	Modality Weights Based Fusion Model for Social Perception Prediction in Video, Audio, and Text. MuSe@ACM Multimedia Eunchae Lim, Hyeon-Ji Yang, Hyung-Jeong Yang, Soo-Hyung Kim, Seungwon Kim, Ji-Eun Shin, Aera Kim
2024	J	`jnl`	Multigradient Siamese Temporal Model for the Prediction of Clinical Events in Rapid Response Systems. IEEE Intell. Syst. Trong-Nghia Nguyen, Soo-Hyung Kim, Bo-Gun Kho, Hyung-Jeong Yang
2024	B	`conf`	Multiple Facial Reaction Generation Using Gaussian Mixture of Models and Multimodal Bottleneck Transformer. FG Dang-Khanh Nguyen, Prabesh Paudel, Seung-Won Kim, Ji-Eun Shin, Soo-Hyung Kim, Hyung-Jeong Yang
2024	J	`jnl`	Residual Relation-Aware Attention Deep Graph-Recurrent Model for Emotion Recognition in Conversation. IEEE Access Anh-Quang Duong, Ngoc-Huynh Ho, Sudarshan Pant, Seungwon Kim, Soo-Hyung Kim, Hyung-Jeong Yang
2024	A*	`conf`	The RayHand Navigation: A Virtual Navigation Method with Relative Position between Hand and Gaze-Ray. CHI Sei Kang, Jaejoon Jeong, Gun A. Lee, Soo-Hyung Kim, Hyung-Jeong Yang, Seungwon Kim
2024	J	`jnl`	Transformer with Leveraged Masked Autoencoder for video-based Pain Assessment. CoRR Minh-Duc Nguyen, Hyung-Jeong Yang, Soo-Hyung Kim, Ji-Eun Shin, Seung-Won Kim
2024	B	`conf`	Vector Quantized Diffusion Models for Multiple Appropriate Reactions Generation. FG Minh-Duc Nguyen, Hyung-Jeong Yang, Ngoc-Huynh Ho, Soo-Hyung Kim, Seungwon Kim, Ji-Eun Shin
2024	J	`jnl`	iTa-DFiE: An Innovative Tensor Algebra-Based Detection Framework for Incomplete Noninvasive Electroencephalography. IEEE Access Thi Anh Ngoc Nguyen, Quang-Bang Tao, Hyung-Jeong Yang, Hieu Trung Huynh, Nguyen Tran Quoc Vinh, Duy Khanh Ninh
2023	J	`jnl`	A transformer-based approach to video frame-level prediction in Affective Behaviour Analysis In-the-wild. CoRR Dang-Khanh Nguyen, Ngoc-Huynh Ho, Sudarshan Pant, Hyung-Jeong Yang
2023	J	`jnl`	Cross-Modality Learning by Exploring Modality Interactions for Emotion Reasoning. IEEE Access Thi-Dung Tran, Ngoc-Huynh Ho, Sudarshan Pant, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee
2023	A*	`conf`	DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation. ACM Multimedia Vu Ngoc Tu, Van Thong Huynh, Hyung-Jeong Yang, Soo-Hyung Kim, Shah Nawaz, Karthik Nandakumar, Muhammad Zaigham Zaheer
2023	J	`jnl`	DCTM: Dilated Convolutional Transformer Model for Multimodal Engagement Estimation in Conversation. CoRR Vu Ngoc Tu, Van Thong Huynh, Hyung-Jeong Yang, Muhammad Zaigham Zaheer, Shah Nawaz, Karthik Nandakumar, Soo-Hyung Kim
2023	J	`jnl`	Effect of Auto-Erased Sketch Cue in Multiuser Surgical Planning Virtual Reality Collaboration System. IEEE Access Suyeon Park, Gayun Suh, Soo-Hyung Kim, Hyung-Jeong Yang, Gun A. Lee, Seungwon Kim
2023	J	`jnl`	Empirical study for human engagement in collaborative robot programming. J. Integr. Des. Process. Sci. Joao Paulo Jacomini Prioli, Shengyu Liu, Yinfeng Shen, Van Thong Huynh, Jeremy L. Rickli, Hyung-Jeong Yang, Soo-Hyung Kim, Kyoung-Yun Kim
2023	J	`jnl`	GazeHand: A Gaze-Driven Virtual Hand Interface. IEEE Access Jaejoon Jeong, Soo-Hyung Kim, Hyung-Jeong Yang, Gun A. Lee, Seungwon Kim
2023	J	`jnl`	Generic Event Boundary Detection in Video with Pyramid Features. CoRR Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2023	J	`jnl`	Mental Workload Estimation with Electroencephalogram Signals by Combining Multi-Space Deep Models. CoRR Hong Hai Nguyen, Ngumimi Karen Iyortsuun, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2023	J	`jnl`	Multi-Label Multimodal Emotion Recognition With Transformer-Based Fusion and Emotion-Level Representation Learning. IEEE Access Duy Le Hoai, Guee-Sang Lee, Soo-Hyung Kim, Seungwon Kim, Hyung-Jeong Yang
2023	—	`conf`	Multiscale Transformer-Based for Multimodal Affective States Estimation from Physiological Signals. ACPR (3) Vu Ngoc Tu, Van Thong Huynh, Hyung-Jeong Yang, Soo-Hyung Kim
2023	J	`jnl`	Pain Recognition With Physiological Signals Using Multi-Level Context Information. IEEE Access Kim Ngan Phan, Ngumimi Karen Iyortsuun, Sudarshan Pant, Hyung-Jeong Yang, Soo-Hyung Kim
2023	J	`jnl`	PhyMER: Physiological Dataset for Multimodal Emotion Recognition With Personality as a Context. IEEE Access Sudarshan Pant, Hyung-Jeong Yang, Eunchae Lim, Soo-Hyung Kim, Seok Bong Yoo
2023	J	`jnl`	Prediction of Survival of Glioblastoma Patients Using Local Spatial Relationships and Global Structure Awareness in FLAIR MRI Brain Images. IEEE Access Minh-Trieu Tran, Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee
2023	J	`jnl`	Prediction of evoked expression from videos with temporal position fusion. Pattern Recognit. Lett. Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2023	J	`jnl`	Rapid Response System Based on Graph Attention Network for Predicting In-Hospital Clinical Deterioration. IEEE Access Thanh Cong Do, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, Bo-Gun Kho
2023	J	`jnl`	Robust Human Face Emotion Classification Using Triplet-Loss-Based Deep CNN Features and SVM. Sensors Irfan Haider, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2023	J	`jnl`	Self-Relation Attention and Temporal Awareness for Emotion Recognition via Vocal Burst. Sensors Dang-Linh Trinh, Minh-Cong Vo, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2022	—	`conf`	Affective Behavior Analysis Using Action Unit Relation Graph and Multi-task Cross Attention. ECCV Workshops (6) Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2022	J	`jnl`	An Attention-based Method for Action Unit Detection at the 3rd ABAW Competition. CoRR Duy Le Hoai, Eunchae Lim, Eunbin Choi, Sieun Kim, Sudarshan Pant, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2022	—	`conf`	An Attention-based Method for Multi-label Facial Action Unit Detection. CVPR Workshops Duy Le Hoai, Eunchae Lim, Eunbin Choi, Sieun Kim, Sudarshan Pant, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2022	J	`jnl`	An Ensemble Approach for Multiple Emotion Descriptors Estimation Using Multi-task Learning. CoRR Irfan Haider, Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2022	J	`jnl`	Facial Expression Recognition Using a Temporal Ensemble of Multi-Level Convolutional Neural Networks. IEEE Trans. Affect. Comput. Hai Duong Nguyen, Sun-Hee Kim, Guee-Sang Lee, Hyung-Jeong Yang, In Seop Na, Soo-Hyung Kim
2022	J	`jnl`	Fine-tuning Wav2vec for Vocal-burst Emotion Recognition. CoRR Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2022	J	`jnl`	Korean Drama Scene Transcript Dataset for Emotion Recognition in Conversations. IEEE Access Sudarshan Pant, Eunchae Lim, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim, Young-Shin Kang, Hyerim Jang
2022	—	`conf`	Little Flower at Memotion 2.0 2022 : Ensemble of Multi-Modal Model using Attention Mechanism in MEMOTION Analysis (short paper). DE-FACTIFY@AAAI Kim Ngan Phan, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim
2022	J	`jnl`	Multi-task Cross Attention Network in Facial Behavior Analysis. CoRR Dang-Khanh Nguyen, Sudarshan Pant, Ngoc-Huynh Ho, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2022	B	`conf`	Positional Multi-Cross-Attention for Bone Age Estimation Using Deep Multiple Instance Learning. ICPR Thanh Cong Do, Hyung-Jeong Yang, Sae-Ryung Kang, Soo-Hyung Kim, Guee-Sang Lee, Jung-Joon Min
2022	J	`jnl`	Predicting progression of Alzheimer's disease using forward-to-backward bi-directional network with integrative imputation. Neural Networks Ngoc-Huynh Ho, Hyung-Jeong Yang, Jahae Kim, Duy-Phuong Dao, Hyuk-Ro Park, Sudarshan Pant
2022	B	`conf`	Survival Analysis based on Lung Tumor Segmentation using Global Context-aware Transformer in Multimodality. ICPR Duy-Phuong Dao, Hyung-Jeong Yang, Ngoc-Huynh Ho, Sudarshan Pant, Soo-Hyung Kim, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang
2022	J	`jnl`	WeDea: A New EEG-Based Framework for Emotion Recognition. IEEE J. Biomed. Health Informatics Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Sunil Kumar Prabhakar, Seong-Whan Lee
2021	—	`conf`	A Study on Test-Time Augmentation and Attention Mechanism in DeepLabv3+ for Deep Learning-Based Segmentation. MediaEval Sy-Phuc Pham, Hyung-Jeong Yang, Duy-Phuong Dao, Soo-Hyung Kim, Guee-Sang Lee
2021	J	`jnl`	AsEmo: Automatic Approach for EEG-Based Multiple Emotional State Identification. IEEE J. Biomed. Health Informatics Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Seong-Whan Lee
2021	J	`jnl`	Children Emotion Regulation: Development of Neural Marker by Investigating Human Brain Signals. IEEE Trans. Instrum. Meas. Raja Majid Mehmood, Hyung-Jeong Yang, Sun-Hee Kim
2021	J	`jnl`	Context-Aware Emotion Recognition Based on Visual Relationship Detection. IEEE Access Hoang Manh Hung, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2021	J	`jnl`	Context-Aware Emotion Recognition in the Wild Using Spatio-Temporal and Temporal-Pyramid Models. Sensors Nhu-Tai Do, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, Soonja Yeom
2021	J	`jnl`	D2C-Based Hybrid Network for Predicting Group Cohesion Scores. IEEE Access Dang Xuan Tien, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2021	J	`jnl`	Deep Graph Fusion Based Multimodal Evoked Expressions From Large-Scale Videos. IEEE Access Ngoc-Huynh Ho, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Seok Bong Yoo
2021	—	`conf`	Deep Learning Based Ensemble Approach for 3D MRI Brain Tumor Segmentation. BrainLes@MICCAI (2) Tien-Bach-Thanh Do, Dang-Linh Trinh, Minh-Trieu Tran, Guee-Sang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2021	J	`jnl`	Deep neural network-based fusion model for emotion recognition using visual data. J. Supercomput. Luu Ngoc Do, Hyung-Jeong Yang, Hai Duong Nguyen, Soo-Hyung Kim, Guee-Sang Lee, In Seop Na
2021	J	`jnl`	EEG-Based Emotion Recognition by Convolutional Neural Network with Multi-Scale Kernels. Sensors Phan Tran Dac Thinh, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2021	—	`conf`	Emotion Recognition With Sequential Multi-task Learning Technique. ICCVW Phan Tran Dac Thinh, Hoang Manh Hung, Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee
2021	J	`jnl`	Emotion Recognition with Incomplete Labels Using Modified Multi-task Learning Technique. CoRR Phan Tran Dac Thinh, Hoang Manh Hung, Hyung-Jeong Yang, Soo-Hyung Kim, Guee-Sang Lee
2021	J	`jnl`	End-to-End Learning for Multimodal Emotion Recognition in Video With Adaptive Loss. IEEE Multim. Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2021	J	`jnl`	Esophagus Segmentation in CT Images via Spatial Attention Network and STAPLE Algorithm. Sensors Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee, In-Jae Oh, Sae-Ryung Kang
2021	J	`jnl`	Korean video dataset for emotion recognition in the wild. Multim. Tools Appl. Trinh Le Ba Khanh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang, Eu-Tteum Baek
2021	—	`conf`	Multi-modal Stress Recognition Using Temporal Convolution and Recurrent Network with Positional Embedding. MuSe @ ACM Multimedia Anh-Quang Duong, Ngoc-Huynh Ho, Hyung-Jeong Yang, Guee-Sang Lee, Soo-Hyung Kim
2021	—	`conf`	Multimodal Convolutional Neural Network Model for Protective Behavior Detection based on Body Movement Data. ACII (Workshops and Demos) Kim Ngan Phan, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2021	J	`jnl`	Real-time virtual mouse system using RGB-D images and fingertip detection. Multim. Tools Appl. Dinh-Son Tran, Ngoc-Huynh Ho, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee
2021	J	`jnl`	Temporal Convolution Networks with Positional Encoding for Evoked Expression Estimation. CoRR Van Thong Huynh, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim
2021	—	`conf`	The 2nd Korean Emotion Recognition Challenge: Methods and Results. IW-FCV Songa Kim, Van Thong Huynh, Dung Tran Thi, Aran Oh, Guee-Sang Lee, Hyung-Jeong Yang, Soo-Hyung Kim
2021	J	`jnl`	eRAD-Fe: Emotion Recognition-Assisted Deep Learning Framework. IEEE Trans. Instrum. Meas. Sun-Hee Kim, Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Seong-Whan Lee
2020	—	`conf`	Artefact Detection and Segmentation Using Cascade R-CNN and U-Net. EndoCV@ISBI Hoang Manh Hung, Phan Tran Dac Thinh, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee
2020	—	`conf`	Deep Learning-Based Inpainting for Chest X-ray Image. SMA Minh-Trieu Tran, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2020	J	`jnl`	Distance Error Correction in Time-of-Flight Cameras Using Asynchronous Integration Time. Sensors Eu-Tteum Baek, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Hieyong Jeong
2020	—	`conf`	Image and Encoded Text Fusion for Deep Multi-Modal Clustering. SMA Truong-Dong Do, Kyungbaek Kim, Hyuk Ro Park, Hyung-Jeong Yang
2020	—	`conf`	Improving Recurrent Gate Mechanism For Time-to-Conversion Prediction Of Alzheimer's Disease. SMA Duy-Phuong Dao, Ngoc-Huynh Ho, Jahae Kim, Hyung-Jeong Yang
2020	—	`conf`	Multi-Task with Variational Autoencoder for Lung Cancer Prognosis on Clinical Data. SMA Thanh-Hung Vo, Gueesang Lee, Hyung-Jeong Yang, Sae-Ryung Kang, In-Jae Oh, Soo-Hyung Kim
2020	J	`jnl`	Multimodal Approach of Speech Emotion Recognition Using Multi-Level Multi-Head Fusion Attention-Based Recurrent Neural Network. IEEE Access Ngoc-Huynh Ho, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee
2020	—	`conf`	Multimodal Fusion with Attention Mechanism for Trustworthiness Prediction in Car Advertisements. SMA Van Thong Huynh, Hyung-Jeong Yang, Guee-Sang Lee, Jung Hee Kim, Soo-Hyung Kim
2020	B	`conf`	Multimodality Pain and related Behaviors Recognition based on Attention Learning. FG Van Thong Huynh, Hyung-Jeong Yang, Gueesang Lee, Soo-Hyung Kim
2020	—	`conf`	Multiple Models Using Temporal Feature Learning for Emotion Recognition. SMA Hoang Manh Hung, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2020	—	`conf`	Multitask Learning with Boundary Awareness for Skin Lesion Segmentation. SMA Phan Tran Dac Thinh, Soo-Hyung Kim, Hyung-Jeong Yang, Guee-Sang Lee
2020	J	`jnl`	Parameter Estimation Using Unscented Kalman Filter on the Gray-Box Model for Dynamic EEG System Modeling. IEEE Trans. Instrum. Meas. Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Raja Majid Mehmood, Seong-Whan Lee
2020	J	`jnl`	Pyramid With Super Resolution for In-the-Wild Facial Expression Recognition. IEEE Access Thanh-Hung Vo, Gueesang Lee, Hyung-Jeong Yang, Soo-Hyung Kim
2020	J	`jnl`	Semantic Segmentation of the Eye With a Lightweight Deep Network and Shape Correction. IEEE Access Van Thong Huynh, Hyung-Jeong Yang, Gueesang Lee, Soo-Hyung Kim
2020	J	`jnl`	Variants of BERT, Random Forests and SVM approach for Multimodal Emotion-Target Sub-challenge. CoRR Hoang Manh Hung, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee
2019	B	`conf`	A 3d Face Modeling Approach for in-The-Wild Facial Expression Recognition on Image Datasets. ICIP Son Thai Ly, Nhu-Tai Do, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2019	J	`jnl`	A novel 2D and 3D multimodal approach for in-the-wild facial expression recognition. Image Vis. Comput. Son Thai Ly, Nhu-Tai Do, Soo-Hyung Kim, Hyung-Jeong Yang, Gueesang Lee
2019	—	`conf`	Audio-Video Based Emotion Recognition Using Minimum Cost Flow Algorithm. ICCV Workshops Xuan-Bac Nguyen, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2019	B	`conf`	Continuous Hand Gesture Spotting and Classification Using 3D Finger Joints Information. ICIP Nguyen Ngoc Hoang, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2019	—	`conf`	Emotion Recognition by Integrating Eye Movement Analysis and Facial Expression Model. ICMLSC Van Thong Huynh, Hyung-Jeong Yang, Gueesang Lee, Soo-Hyung Kim, In Seop Na
2019	B	`conf`	Engagement Intensity Prediction withFacial Behavior Features. ICMI Van Thong Huynh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang
2019	—	`conf`	Eye Semantic Segmentation with A Lightweight Model. ICCV Workshops Van Thong Huynh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang
2019	J	`jnl`	Eye Semantic Segmentation with a Lightweight Model. CoRR Van Thong Huynh, Soo-Hyung Kim, Gueesang Lee, Hyung-Jeong Yang
2019	J	`jnl`	Facial Emotion Recognition Using an Ensemble of Multi-Level Convolutional Neural Networks. Int. J. Pattern Recognit. Artif. Intell. Hai Duong Nguyen, Soonja Yeom, Gueesang Lee, Hyung-Jeong Yang, In Seop Na, Soo-Hyung Kim
2019	B	`conf`	Group-level Cohesion Prediction using Deep Learning Models with A Multi-stream Hybrid Network. ICMI Dang Xuan Tien, Soo-Hyung Kim, Hyung-Jeong Yang, Gueesang Lee, Thanh-Hung Vo
2019	—	`conf`	Multimodal 2D and 3D for In-The-Wild Facial Expression Recognition. CVPR Workshops Son Thai Ly, Nhu-Tai Do, Gueesang Lee, Soo-Hyung Kim, Hyung-Jeong Yang
2019	J	`jnl`	Real-time event detection using recurrent neural network in social sensors. Int. J. Distributed Sens. Networks Van Quan Nguyen, Tien Nguyen Anh, Hyung-Jeong Yang
2019	J	`jnl`	Regenerative Semi-Supervised Bidirectional W-Network-Based Knee Bone Tumor Classification on Radiographs Guided by Three-Region Bone Segmentation. IEEE Access Ngoc-Huynh Ho, Hyung-Jeong Yang, Soo-Hyung Kim, Sung Taek Jung, Sang-Don Joo
2018	—	`conf`	Audio-based emotion recognition using GMM supervector an SVM linear kernel. ICMLSC Dinh-Son Tran, Hyung-Jeong Yang, Soo-Hyung Kim, Gueesang Lee, Luu Ngoc Do, Ngoc-Huynh Ho, Van Quan Nguyen
2018	—	`conf`	Learning to detect tables in document images using line and text information. ICMLSC Thong Huynh-Van, Khuong Nguyen-An, Trinh Le Ba Khanh, Hyung-Jeong Yang, Tuan Anh Tran, Soo-Hyung Kim
2018	—	`conf`	Low-Feature Extraction for Multi-label Patterns Analyzing in Complex Time Series Mining. ACIIDS (1) Thi Anh Ngoc Nguyen, Trung Hung Vo, Sun-Hee Kim, Tran Quoc Vinh Nguyen, A-Ran Oh, Hyung-Jeong Yang
2018	J	`jnl`	Non-white matter tissue extraction and deep convolutional neural network for Alzheimer's disease detection. Soft Comput. Tien Duong Vu, Ngoc-Huynh Ho, Hyung-Jeong Yang, Jahae Kim, Ho-Chun Song
2017	J	`jnl`	DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data. J. Inf. Sci. Eng. Sun-Hee Kim, Lei Li, Christos Faloutsos, Hyung-Jeong Yang, Seong-Whan Lee
2017	J	`jnl`	FitMine: automatic mining for time-evolving signals of cardiotocography monitoring. Data Min. Knowl. Discov. Sun-Hee Kim, Hyung-Jeong Yang, Seong-Whan Lee
2017	J	`jnl`	HOKF: High Order Kalman Filter for Epilepsy Forecasting Modeling. Biosyst. Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Sunhee Kim
2017	—	`conf`	Multimodal learning using convolution neural network and Sparse Autoencoder. BigComp Tien Duong Vu, Hyung-Jeong Yang, Van Quan Nguyen, A-Ran Oh, Mi-Sun Kim
2017	—	`conf`	Real-Time Earthquake Detection Using Convolutional Neural Network and Social Data. BigMM Van Quan Nguyen, Hyung-Jeong Yang, Kyungbaek Kim, A-Ran Oh
2016	J	`jnl`	A technique for the concept-based detection of functional modules in an interaction network. Inf. Process. Lett. Jong-Min Park, Hyung-Jeong Yang, Jae-Dong Yang, Dong-Hoon Choi
2016	J	`jnl`	Hidden discriminative features extraction for supervised high-order time series modeling. Comput. Biol. Medicine Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Sun-Hee Kim
2015	—	`ch.`	3D Human Face Recognition Using Sift Descriptors of Face's Feature Regions. New Trends in Computational Collective Intelligence Hong Quy Nguyen, Nguyen Hoang Quoc, Nguyen Tran Lan Anh, Hyung-Jeong Yang, Pham The Bao
2015	J	`jnl`	An Application of Tucker Decomposition for Detecting Epilepsy EEG signals. J. Multim. Inf. Syst. Thao Nguyen Thieu, Hyung-Jeong Yang
2015	C	`conf`	Diagnosis of Epilepsy in Patients Based on the Classification of EEG Signals Using Fast Fourier Transform. IEA/AIE Thao Nguyen Thieu, Hyung-Jeong Yang
2015	—	`conf`	Fast Fourier Transform and Tucker Decomposition for Feature Extraction in EEG Signals. BigDAS Thao Nguyen Thieu, Hyung-Jeong Yang, Sun-Hee Kim, Aran Oh
2015	—	`conf`	Feature extraction from covariance by using kernel method for classifying polysomnographys data. IMCOM Hong Quy Nguyen, Hyung-Jeong Yang, Thao Nguyen Thieu
2014	J	`jnl`	A Harmonic Linear Dynamical System for Prominent ECG Feature Extraction. Comput. Math. Methods Medicine Thi Anh Ngoc Nguyen, Hyung-Jeong Yang, Sun-Hee Kim, Luu Ngoc Do
2013	J	`jnl`	Coercively Adjusted Auto Regression Model for Forecasting in Epilepsy EEG. Comput. Math. Methods Medicine Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang
2013	—	`conf`	EEG-MINE: Mining and Understanding Epilepsy Data. PAKDD Workshops Sun-Hee Kim, Christos Faloutsos, Hyung-Jeong Yang
2011	J	`jnl`	Incremental expectation maximization principal component analysis for missing value imputation for coevolving EEG data. J. Zhejiang Univ. Sci. C Sun-Hee Kim, Hyung-Jeong Yang, Kam Swee Ng
2009	J	`jnl`	Hidden pattern discovery on event related potential EEG signals. Biosyst. Kam Swee Ng, Hyung-Jeong Yang, Sun-Hee Kim
2009	—	`conf`	Incremental non-gaussian analysis of microarray gene expression data. DTMBIO Kam Swee Ng, Hyung-Jeong Yang, Sun-Hee Kim
2007	—	`conf`	Cognitive States Detection in fMRI using incremental P. ICCSA Workshops Minh-Tuan T. Hoang, Yonggwan Won, Hyung-Jeong Yang
2005	A*	`conf`	ViVo: Visual Vocabulary Construction for Mining Biomedical Images. ICDM Arnab Bhattacharya, Vebjorn Ljosa, Jia-Yu Pan, Mark R. Verardo, Hyung-Jeong Yang, Christos Faloutsos, Ambuj K. Singh
2004	A	`conf`	Automatic image captioning. ICME Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, Christos Faloutsos
2004	A*	`conf`	Automatic multimedia cross-modal correlation discovery. KDD Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
2004	—	`conf`	GCap: Graph-Based Automatic Image Captioning. MDDE Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
2004	—	`conf`	GCap: Graph-based Automatic Image Captioning. CVPR Workshops Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
2004	A*	`conf`	MMSS: Multi-Modal Story-Oriented Video Summarization. ICDM Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos