Selected Publications

YH Jang, IS Song, S Baek (2025). Root Completion from Intraoral Scans of Tooth Crowns using Diffusion with Patch Perturbation. In Winter Conference on Applications of Computer Vision (WACV ‘26), round 1 early accept (top 6%).

MJ Kim, MS Kim, S Baek (2025). ContextFace: Generating Facial Expressions from Emotional Contexts. In Internationl Conference on Computer Vision (ICCV ‘25).

D Kwon, S Kim, IS Song, S Baek (2025). DuoDent: Tooth Generation using Dual-Stream Diffusion with Normal Consistency. In International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI ‘25).

J Sim, S Lee, S Kim, S Jeong, J Yoon, S Baek (2025). Diagnosis of carpal tunnel syndrome using deep learning with comparative guidance. In Clinical Neurophysiology.

Y Choi, C Park, SJ Baek (2025). DynASyn: Multi-subject personalization enabling dynamic action synthesis. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2025).

M Kim, S Baek (2025). Syntriever: How to train your retriever with synthetic data from LLMs. In Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL Findings 2025).

B Jiang, C Chen, SJ Baek, S Liu, C Li, C Wu, R Yin (2024). Joint Device Selection and Bandwidth Allocation for Layerwise Federated Learning. In IEEE GlobeComm.

M Kim, C Park, S Baek (2024). QPaug: Question and passage augmentation for open-domain question answering of LLMs. In Proceedings of Empirical Methods in Natural Language Processing (EMNLP Findings ‘24).

SH Kim, Y Choi, J Na, IS Song, YS Lee, BY Hwang, HK Lim, SJ Baek (2024). Best of Both Modalities: Fusing CBCT and Intraoral Scan Data Into a Single Tooth Image. In International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI).

M Kim, SJ Baek (2024). Hierarchical Position Embedding of Graphs with Landmarks and Clustering for Link Prediction. In Proceedings of the ACM Web Conference (WWW ‘24).

S Park, S Kim, D Kwon, Y Jang, IS Song, SJ Baek (2024). NeBLa: Neural beer-lambert for 3D reconstruction of oral structures from panoramic radiographs. In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI ‘24).

C Chen, SJ Baek, R Yin, S Yang, X Yu, C Li (2024). Practical and efficient coded transmission for full-duplex relay networks without CSI. In IEEE/ACM Transactions on Networking.

DW Kim, JE Park, MJ Kim, SH Byun, CI Jung, HM Jeong, SR Woo, KH Lee, SN Yang, SJ Baek (2024). Automatic assessment of upper extremity function and mobile application for self-administered stroke rehabilitation. In IEEE Transactions on Neural Systems and Rehabilitation Engineering.

IS Cho, C Chen, SJ Baek (2024). Optimal Scheduling for Uncoded and Coded Multicast in Millimeter Wave Networks Leveraging Directionality and Reflections. In IEEE Transactions on Mobile Computing.

S Lee, SJ Baek, JS Yoon (2024). Distinguishing lumbar radiculopathy using AI-assisted quantitative muscle ultrasound-pilot study. In Brain and Spine.

Y Choi, D Kwon, SJ Baek (2024). Dual domain diffusion guidance for 3D CBCT metal artifact reduction. In Winter Conference on Applications of Computer Vision (WACV ‘24).

JM Kim, JE Park, SJ Baek, SN Yang (2023). Quantitative analysis of temporal parameters correlated with aspiration and lesion location in stroke patients. In Dysphagia.

SY Jeong, JM Kim, JE Park, SJ Baek, SN Yang (2023). Application of deep learning technology for temporal analysis of videofluoroscopic swallowing studies. In Scientific Reports.

D Shin, B Kim, S Baek (2023). Cemb-sam: Segment anything model with condition embedding for joint learning from heterogeneous datasets. In International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI) Workshop on Foundation Models for General Medical AI..

SH Kim, IS Song, SJ Baek (2023). Automatic segmentation of internal tooth structure from CBCT images using hierarchical deep learning. In International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI).

S Park, S Kim, IS Song, SJ Baek (2023). 3D teeth reconstruction from panoramic radiographs using neural implicit functions. In International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI).

CI Joung, S Byun, S Baek (2023). Contrastive learning for action assessment using graph convolutional networks with augmented virtual joints. In IEEE Access.

SW Kim, S Kim, D Shin, JH Choi, JS Sim, S Baek, JS Yoon (2023). Feasibility of artificial intelligence assisted quantitative muscle ultrasound in carpal tunnel syndrome. In BMC Musculoskeletal Disorders.

M Yu, S Kim, S Baek (2023). Federated Semi-Supervised Segmentation with Randomized Weight Perturbation. In IEEE 20th International Symposium on Biomedical Imaging (ISBI).

JE Park, SH Park, JH Lee, BJ Ryu, SY Hwang, SJ Baek, SN Yang (2023). The reliability and validity of the Korean version of the reaching performance scale for stroke after translation and cross-cultural adaptation. In Medicine Journal.

C Chen, Z Li, SJ Baek, R Yin, X Yu, C Li (2022). Optimal multicast scheduling for switched beamforming systems leveraging reflections. In IEEE Vehicular Technology Conference.

M Kim, SJ Baek (2022). Comdense: combined dense embedding of relation-aware and common features for knowledge graph completion. In International Conference on Pattern Recognition (ICPR).

C Chen, R Huang, SJ Baek, R Yin, X Yu, C Li (2022). Channel-aware scheduling for coded packet broadcasting in full-duplex relay networks. In IEEE WCNC.

B Kim, M Yu, S Kim, JS Yoon, SJ Baek (2022). Scale-attentional U-Net for the segmentation of the median nerve in ultrasound images. In UltraSonography.

Y Lee, SJ Baek (2022). Keyword Spotting with Synthetic Data using Heterogeneous Knowledge Distillation. In InterSpeech.

YH Shin, SJ Baek (2021). Hopfield-type neural ordinary differential equation for robust machine learning. In Pattern Recognition Letters.

IS Cho, SJ Baek (2021). Optimal multicast scheduling for millimeter wave networks leveraging directionality and reflections. In IEEE INFOCOM.

C Chen, Z Meng, SJ Baek, X Yu, C Li, R Yin (2020). Low-complexity coded transmission without CSI for full-duplex relay networks. In IEEE GlobeComm.

I Cho, Y Lee, S.J. Baek (2020). Real-Time Inter-Vehicle Data Fusion based on A New Metric for Evidence Distance in Autonomous Vehicle Systems. In Applied Sciences.

C Chen, Z Meng, S Baek, X Yu, C Li, R Yin (2020). Low-Complexity Coded Transmission Without CSI for Full-Duplex Relay Networks. In IEEE Globecom 2020.

C, Pyoung, S. Baek (2020). Blockchain of Finite-Lifetime Blocks with Applications to Edge-based IoT. In IEEE Internet of Things (IoT) Journal (저널 랭킹 상위 1.6%, Computer Science, Information Systems분야).

Y, Shin, S. Baek (2019). Cooperative Buffer-Aided Relaying Using Full-Duplex Relays With Flow Control. In IEEE Transactions on Vehicular Technology, (저널 랭킹 상위 7.2%, Transportation Science & Technology 분야).

Jiaxiao Zheng, Pablo Caballero, Gustavo de Veciana, S.J. Baek, Albert Banchs (2018). Statistical Multiplexing and Traffic Shaping Games for Network Slicing. In IEEE/ACM Transactions on Networking (저널 랭킹 상위 10%, Computer Science, Methods & Theory 분야).

Kun Fan, S.J. Baek (2018). A Robust Proposal Generation Method for Text Lines in Natural Scene Images. In Neurocomputing (저널 랭킹 상위 17.6%, Computer Science, Artificial Intelligence 분야).

CK Pyoung, S.J. Baek (2018). Joint Load Balancing and Energy Saving Algorithm for Virtual Network Embedding in Infrastructure Providers. In Computer Communications (저널 랭킹 상위 14.4%, Computer Science Information Systems 분야.

C. Chen, S.J. Baek (2017). Multicast Scheduling for Relay-based Heterogeneous Networks using Rateless Codes. In IEEE Transactions on Mobile Computing (저널 랭킹 상위 8.5%, Computer Science Information Systems 분야).

S.J. Baek, JS Park (2017). Delay-Optimal Scheduling for Two-Hop Relay Networks with Randomly Varying Connectivity: Join the Shortest Queue-Longest Connected Queue Policy. In Mathematical Problems in Engineering.

X. Yu, S.J. Baek (2017). Joint routing and scheduling for data collection with compressive sensing to achieve order-optimal latency. In International Journal of Distributed Sensor Networks.

X. Yu, S.J. Baek (2017). Energy-Efficient Collection of Sparse Data in Wireless Sensor Networks Using Sparse Random Matrices. In ACM Transactions on Sensor Networks.

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In-Sop Cho, S.J. Baek (2016). Distributed Power Allocation for Femtocell Networks Subject to Macrocell SINR Balancing. In IEEE Communication Letters.

C. Chen, S.J. Baek, G. de Veciana (2016). Opportunistic Scheduling of Randomly Coded Multicast Transmissions at Half-Duplex Relay Stations. In IEEE Transactions on Information Theory.

J. Shin, G An, JS Park, SJ Baek, K. Lee (2016). Application of precise indoor position tracking to immersive virtual reality with translational movement support. In Multimedia Tools and Applications.

C. Chen, K. Lee, JS Park, SJ Baek (2015). Minimum Cost Data Aggregation for Wireless Sensor Networks Computing Functions of Sensed Data. In Journal of Sensors.

JS Park, S.J. Baek (2014). Securing one-way hash chain based incentive mechanism for vehicular ad hoc networks. In Peer-to-Peer Networking and Applications.

JS Park, S.J. Baek, K. Lee (2014). A Highly Parallelized Decoder for Random Network Coding leveraging GPGPU. In The Computer Journal.

X. Yu, Seung Jun Baek (2013). Sufficient Conditions on Stable Recovery of Sparse Signals With Partial Support Information. In IEEE Signal Processing Letters.

JS Park, S.J.Baek (2012). Integrating Random Network Coding with On-Demand Multicast Routing Protocol. In ETRI Journal.

S.J.Baek, G. de Veciana (2012). Opportunistic Feedback and Scheduling to Reduce Packet Delays in Heterogeneous Wireless Systems. In IEEE Transactions on Vehicular Technology.

Seung Jun Baek (2012). Reducing Feedback Overhead in Opportunistic Scheduling of Wireless Networks Exploiting Overhearing. In KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS.

B. Sadig, S.J. Baek, G. de Veciana (2011). Delay-Optimal Opportunistic Scheduling and Approximations: The Log Rule. In IEEE/ACM Transactions on Networking.

Seung Jun Baek, Xiaohan Yu, Kyogu Lee, Hyunhak Kim (2011). Retrieval of the Extreme Values under Deadline Constraints in Wireless Sensor Networks. In Sensors.