Seongmin Park

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 47

Top Topics

Security Problems

Implicit Feedback

Weakly Supervised

Top Venues

Publications

Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi
Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment. ACL (1) (2024)
Seongmin Park, Hyungmin Kim, Hyunhak Kim, Jungwook Choi
Pruning With Scaled Policy Constraints for Light-Weight Reinforcement Learning. IEEE Access 12 (2024)
Seongmin Park, Kyungho Kim, Jaejin Seo, Jihwa Lee
Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space. CoRR (2024)
Minjae Lee, Seongmin Park, Hyungmin Kim, Minyong Yoon, Janghwan Lee, Jun Won Choi, Nam Sung Kim, Mingu Kang, Jungwook Choi
SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving. HPCA (2024)
Kyungho Kim, Seongmin Park, Junseo Lee, Jihwa Lee
Non-Essential Is NEcessary: Order-agnostic Multi-hop Question Generation. LREC/COLING (2024)
Kyungho Kim, Seongmin Park, Jihwa Lee
RT-VQ2A2: Real Time Vector Quantized Question Answering with ASR. LREC/COLING (2024)
Seongmin Park, Kyungho Kim, Jaejin Seo, Jihwa Lee
Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space. ICASSP (2024)
Janghwan Lee, Seongmin Park, Sukjin Hong, Minsoo Kim, Du-Seong Chang, Jungwook Choi
Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment. CoRR (2024)
Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers. EACL (2023)
Seongmin Park, Mincheol Yoon, Jae-woong Lee, Hogun Park, Jongwuk Lee
Toward a Better Understanding of Loss Functions for Collaborative Filtering. CoRR (2023)
Seongmin Park, Myeongsu Lee, Sarang Na, Joonhyung Lim
Destructive Malwares on MITRE ATT&CK Tactics for Cyber Warfare: A Brief Survey and Analysis. MobiSec (2023)
Seongmin Park, Jinkyu Seo, Jihwa Lee
Unsupervised Dialogue Topic Segmentation in Hyperdimensional Space. INTERSPEECH (2023)
Seongmin Park, Mincheol Yoon, Jae-woong Lee, Hogun Park, Jongwuk Lee
Toward a Better Understanding of Loss Functions for Collaborative Filtering. CIKM (2023)
Jae-woong Lee, Seongmin Park, Mincheol Yoon, Jongwuk Lee
uCTRL: Unbiased Contrastive Representation Learning via Alignment and Uniformity for Collaborative Filtering. CoRR (2023)
Minjae Lee, Hyungmin Kim, Seongmin Park, Minyong Yoon, Janghwan Lee, Junwon Choi, Mingu Kang, Jungwook Choi
PillarAcc: Sparse PointPillars Accelerator for Real-Time Point Cloud 3D Object Detection on Edge Devices. CoRR (2023)
Jae-woong Lee, Seongmin Park, Mincheol Yoon, Jongwuk Lee
uCTRL: Unbiased Contrastive Representation Learning via Alignment and Uniformity for Collaborative Filtering. SIGIR (2023)
Seongmin Park, Kyungho Kim, Jihwa Lee
Cross-task Knowledge Transfer for Extremely Weakly Supervised Text Classification. ACL (Findings) (2023)
Minsoo Kim, Kyuhong Shim, Seongmin Park, Wonyong Sung, Jungwook Choi
Teacher Intervention: Improving Convergence of Quantization Aware Training for Ultra-Low Precision Transformers. CoRR (2023)
Seongmin Park, Jinkyu Seo, Jihwa Lee
Unsupervised Dialogue Topic Segmentation in Hyperdimensional Space. CoRR (2023)
Suk-Ju Hong, Seongmin Park, Chang-Hyup Lee, Sungjay Kim, Seung-Woo Roh, Nandita Irsaulul Nurhisna, Ghiseok Kim
Application of X-Ray Imaging and Convolutional Neural Networks in the Prediction of Tomato Seed Viability. IEEE Access 11 (2023)
Seongmin Park, Jihwa Lee
LIME: Weakly-Supervised Text Classification Without Seeds. CoRR (2022)
Joonsang Yu, Junki Park, Seongmin Park, Minsoo Kim, Sihwa Lee, Dong Hyun Lee, Jungwook Choi
NN-LUT: neural approximation of non-linear operations for efficient transformer inference. DAC (2022)
Seongmin Park, Dongchan Shin, Jihwa Lee
Leveraging Non-dialogue Summaries for Dialogue Summarization. CoRR (2022)
Seongmin Park, Wonyong Sung, Jungwook Choi
Regularizing Activation Distribution for Ultra Low-bit Quantization-Aware Training of MobileNets. SiPS (2022)
Seongmin Park, Gilsu Jeon, Suwon Seong, Yoonyoung Chung
2T Neuromorphic Device based on oxide semiconductor with High Linearity and Symmetry for High-Precision Training. ISOCC (2022)
Jae-woong Lee, Seongmin Park, Joonseok Lee, Jongwuk Lee
Bilateral Self-unbiased Learning from Biased Implicit Feedback. CoRR (2022)
Jae-woong Lee, Seongmin Park, Joonseok Lee, Jongwuk Lee
Bilateral Self-unbiased Learning from Biased Implicit Feedback. SIGIR (2022)
Seongmin Park, SungMoon Kwon, Youngkwon Park, Dowon Kim, Ilsun You
Session Management for Security Systems in 5G Standalone Network. IEEE Access 10 (2022)
Seongmin Park, Jihwa Lee
LIME: Weakly-Supervised Text Classification without Seeds. COLING (2022)
Seongmin Park, Beomseok Kwon, Jieun Lim, Kyuyoung Sim, Taeho Kim, Jungwook Choi
Automatic Network Adaptation for Ultra-Low Uniform-Precision Quantization. CoRR (2022)
Dowon Kim, Ilsun You, Seongmin Park, SungMoon Kwon
Building and Utilizing Small-Scale Testbed for Research on 5G SA Network-Related Security Vulnerabilities. MobiSec (2022)
Seongmin Park, Jihwa Lee
Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion. CoRR (2022)
Seongmin Park, Ilsun You, Hoonyong Park, Dowon Kim
Analyzing RRC Replay Attack and Securing Base Station with Practical Method. ARES (2022)
Yunsik Kim, Jinpyeo Jeung, Yonghun Song, Hyungmin Ko, Seongmin Park, Hyuk Park, Gilsu Jeon, Yoonyoung Chung
A Wearable System for Heart Rate Recovery Evaluation with Real-Time Classification on Exercise Condition. EMBC (2021)
Jae-woong Lee, Seongmin Park, Jongwuk Lee
Dual Unbiased Recommender Learning for Implicit Feedback. SIGIR (2021)
HyungJin Cho, Seongmin Park, Youngkwon Park, Bomin Choi, Dowon Kim, Kangbin Yim
Analysis against Security Issues of Voice over 5G. IEICE Trans. Inf. Syst. (11) (2021)
SungMoon Kwon, Seongmin Park, HyungJin Cho, Youngkwon Park, Dowon Kim, Kangbin Yim
Towards 5G-based IoT security analysis against Vo5G eavesdropping. Computing 103 (3) (2021)
Seongmin Park, Dongchan Shin, Sangyoun Paik, Subong Choi, Alena Kazakova, Jihwa Lee
Improving Distinction between ASR Errors and Speech Disfluencies with Feature Space Interpolation. CoRR (2021)
Seongmin Park, Jihwa Lee
Finetuning Pretrained Transformers into Variational Autoencoders. CoRR (2021)
Seongmin Park, Daeun Kim, Youngkwon Park, HyungJin Cho, Dowon Kim, SungMoon Kwon
5G Security Threat Assessment in Real Networks. Sensors 21 (16) (2021)
Joonsang Yu, Junki Park, Seongmin Park, Minsoo Kim, Sihwa Lee, Dong Hyun Lee, Jungwook Choi
NN-LUT: Neural Approximation of Non-Linear Operations for Efficient Transformer Inference. CoRR (2021)
Seongmin Park, HyungJin Cho, Youngkwon Park, Bomin Choi, Dowon Kim, Kangbin Yim
Security Problems of 5G Voice Communication. WISA (2020)
Seongmin Park, Bomin Choi, Youngkwon Park, Dowon Kim, Eunseon Jeong, Kangbin Yim
Vestiges of Past Generation: Threats to 5G Core Network. IMIS (2020)
Seongmin Park, Juneyeun Kim, Kookrae Cho, Dae Hyun Yum
Finding the key length of a Vigenère cipher: How to improve the twist algorithm. Cryptologia 44 (3) (2020)
Seongmin Park, Sekwon Kim, Kyungho Son, Hwankuk Kim, Junyoung Park, Kangbin Yim
Real threats using GTP protocol and countermeasures on a 4G mobile grid computing environment. Int. J. Web Grid Serv. 13 (1) (2017)
Eunhye Ko, Seongmin Park, Sekwon Kim, Kyungho Son, Hwankuk Kim
SIP amplification attack analysis and detection in VoLTE service network. ICOIN (2016)
Sanghwan Oh, Hanchul Bae, Seongmin Park, Hwankuk Kim
Real-Time Malicious Script Blocking Technology at the Host-Level. BWCCA (2016)
Seongmin Park, Sekwon Kim, Kyungho Son, Hwankuk Kim
Security Threats and Countermeasure Frame Using a Session Control Mechanism on VoLTE. BWCCA (2015)
Soo Chung, Tu San Park, Soo-Hyun Park, Joon Yong Kim, Seongmin Park, Daesik Son, Young Min Bae, Seong In Cho
Colorimetric Sensor Array for White Wine Tasting. Sensors 15 (8) (2015)
Seongmin Park, Sekwon Kim, JooHyung Oh, Myoungsun Noh, Chaetae Im
Threats and Countermeasures on a 4G Mobile Network. IMIS (2014)
Thu-Thuy Do, Daeyoung Kim, Tomás Sánchez López, Hyunhak Kim, Seongki Hong, Minh-Long Pham, Kwangyong Lee, Seongmin Park
An Evolvable Operating System for Wireless Sensor Networks. Int. J. Softw. Eng. Knowl. Eng. 15 (2) (2005)