Seungjun Baek

Orcid: 0000-0002-1226-0147

Affiliations:
  • Korea University, Department of Computer and Communications, Seoul, Korea
  • University of Texas at Austin, Department of electrical and computer engineering, TX, USA (PhD 2007)


According to our database1, Seungjun Baek authored at least 42 papers between 2004 and 2024.

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Bibliography

2024
Optimal Scheduling for Uncoded and Coded Multicast in Millimeter Wave Networks Leveraging Directionality and Reflections.
IEEE Trans. Mob. Comput., September, 2024

Practical and Efficient Coded Transmission for Full-Duplex Relay Networks Without CSI.
IEEE/ACM Trans. Netw., June, 2024

Measuring Sample Importance in Data Pruning for Training LLMs from a Data Compression Perspective.
CoRR, 2024

Hierarchical Position Embedding of Graphs with Landmarks and Clustering for Link Prediction.
CoRR, 2024

Dual Domain Diffusion Guidance for 3D CBCT Metal Artifact Reduction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

NeBLa: Neural Beer-Lambert for 3D Reconstruction of Oral Structures from Panoramic Radiographs.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
NeBLa: Neural Beer-Lambert for 3D Reconstruction of Oral Structures from Panoramic Radiographs.
CoRR, 2023

Contrastive Learning for Action Assessment Using Graph Convolutional Networks With Augmented Virtual Joints.
IEEE Access, 2023

3D Teeth Reconstruction from Panoramic Radiographs Using Neural Implicit Functions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Automatic Segmentation of Internal Tooth Structure from CBCT Images Using Hierarchical Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Federated Semi-Supervised Segmentation with Randomized Weight Perturbation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022
Channel-Aware Scheduling for Coded Packet Broadcasting in Full-Duplex Relay Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

Optimal Multicast Scheduling for Switched Beamforming Systems Leveraging Reflections.
Proceedings of the 96th Vehicular Technology Conference, 2022

ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph Completion.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
Hopfield-type neural ordinary differential equation for robust machine learning.
Pattern Recognit. Lett., 2021

Optimal Multicast Scheduling for Millimeter Wave Networks Leveraging Directionality and Reflections.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020
Blockchain of Finite-Lifetime Blocks With Applications to Edge-Based IoT.
IEEE Internet Things J., 2020

Low-Complexity Coded Transmission Without CSI for Full-Duplex Relay Networks.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Cooperative Buffer-Aided Relaying Using Full-Duplex Relays With Flow Control.
IEEE Trans. Veh. Technol., 2019

2018
Statistical Multiplexing and Traffic Shaping Games for Network Slicing.
IEEE/ACM Trans. Netw., 2018

A robust proposal generation method for text lines in natural scene images.
Neurocomputing, 2018

Joint load balancing and energy saving algorithm for virtual network embedding in infrastructure providers.
Comput. Commun., 2018

2017
Energy-Efficient Collection of Sparse Data in Wireless Sensor Networks Using Sparse Random Matrices.
ACM Trans. Sens. Networks, 2017

Multicast Scheduling for Relay-Based Heterogeneous Networks Using Rateless Codes.
IEEE Trans. Mob. Comput., 2017

Joint routing and scheduling for data collection with compressive sensing to achieve order-optimal latency.
Int. J. Distributed Sens. Networks, 2017

2016
Opportunistic Scheduling of Randomly Coded Multicast Transmissions at Half-Duplex Relay Stations.
IEEE Trans. Inf. Theory, 2016

Application of precise indoor position tracking to immersive virtual reality with translational movement support.
Multim. Tools Appl., 2016

Distributed Power Allocation for Femtocell Networks Subject to Macrocell SINR Balancing.
IEEE Commun. Lett., 2016

2015
Minimum Cost Data Aggregation for Wireless Sensor Networks Computing Functions of Sensed Data.
J. Sensors, 2015

2014
Securing one-way hash chain based incentive mechanism for vehicular ad hoc networks.
Peer-to-Peer Netw. Appl., 2014

A Highly Parallelized Decoder for Random Network Coding leveraging GPGPU.
Comput. J., 2014

A Resource Allocation Game for Femtocell Networks and Constrained Equilibria.
Proceedings of the IEEE 79th Vehicular Technology Conference, 2014

2013
Sufficient Conditions on Stable Recovery of Sparse Signals With Partial Support Information.
IEEE Signal Process. Lett., 2013

Compressive data aggregation in wireless sensor networks using sub-Gaussian random matrices.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

2012
Opportunistic Feedback and Scheduling to Reduce Packet Delays in Heterogeneous Wireless Systems.
IEEE Trans. Veh. Technol., 2012

Reducing delays by network coding for wireless broadcasting in networks using relay stations.
Proceedings of the 23rd IEEE International Symposium on Personal, 2012

2011
Delay-optimal opportunistic scheduling and approximations: the log rule.
IEEE/ACM Trans. Netw., 2011

Retrieval of the Extreme Values under Deadline Constraints in Wireless Sensor Networks.
Sensors, 2011

2007
Spatial energy balancing through proactive multipath routing in wireless multihop networks.
IEEE/ACM Trans. Netw., 2007

Spatial Model for Energy Burden Balancing and Data Fusion in Sensor Networks Detecting Bursty Events.
IEEE Trans. Inf. Theory, 2007

2005
Spatial energy balancing in large-scale wireless multihop networks.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

2004
Minimizing energy consumption in large-scale sensor networks through distributed data compression and hierarchical aggregation.
IEEE J. Sel. Areas Commun., 2004


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