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2. Conference Papers
Department of Software and Computer Engineering
College of Computing and Informatics
Ajou University
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DCC: Differentiable Cardinality Constraints for Partial Index Tracking
Jo, Wooyeon;
Cho, Hyunsouk
2025-04-11
Proceedings of the AAAI Conference on Artificial Intelligence, Vol.39 No.11, pp.11264-11271
Association for the Advancement of Artificial Intelligence
When HPC Scheduling Meets Active Learning: Maximizing The Performance with Minimal Data
Oh, Sangyoon
;
Choi, Jiheon;
Lee, Jaehyun;
Choo, Minsol;
Yoon, Taeyoung;
Kwon, Oh Kyoung
2025-03-27
Proceedings of International Conference on High Performance Computing in Asia-Pacific Region, HPC Asia 2025, pp.99-109
Association for Computing Machinery, Inc
Enriching Local Patterns with Multi-Token Attention for Broad-Sight Neural Networks
Kang, Hankyul;
Ryu, Jongbin
2025-01-01
Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025, pp.8270-8279
Institute of Electrical and Electronics Engineers Inc.
Channel Propagation Networks for Refreshable Vision Transformer
Go, Junhyeong;
Ryu, Jongbin
2025-01-01
Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025, pp.1353-1362
Institute of Electrical and Electronics Engineers Inc.
Analysis of Mobility Entropy for Representation of Human Movement in Digital
Han, Min Ho;
Lim, Keun Woo;
Ko, Young Bae
2025-01-01
International Conference on Advanced Communication Technology, ICACT, pp.418-420
Institute of Electrical and Electronics Engineers Inc.
Deep Learning-Based Mixture-of-Experts Model for Enhanced Network Traffic Classification
Jisi, Chandroth;
Roh, Byeong Hee
;
Ali, Jehad
;
Khalid, Maira;
Mohsin, Ahmed Raza
2025-01-01
International Conference on Information Networking, pp.175-178
IEEE Computer Society
Real-Time Driver Behavior Detection for Alert Using Bootstrapped Cross-Validation and Optimized Resnet-50
Mohsin, Ahmed Raza;
Khalid, Maira;
Yao, Youxun;
Chandroth, Jisi;
Ali, Jehad
;
Roh, Byeong Hee
2025-01-01
International Conference on Information Networking, pp.552-556
IEEE Computer Society
Real-Time Anomaly Detection in Crowd Surveillance Using 3D ResNet and Optical Flow
Khalid, Maira;
Mohsin, Ahmed Raza;
Chandroth, Jisi;
Ali, Jehad
;
Roh, Byeong Hee
2025-01-01
International Conference on Information Networking, pp.513-516
IEEE Computer Society
OmniStitch: Depth-Aware Stitching Framework for Omnidirectional Vision with Multiple Cameras
Kim, Sooho;
Hong, Soyeon;
Park, Kyungsoo;
Cho, Hyunsouk
;
Sohn, Kyung Ah
2024-10-28
MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia, pp.10210-10219
Association for Computing Machinery, Inc
Multi-intent-aware Session-based Recommendation
Choi, Minjin;
Kim, Hye Young;
Cho, Hyunsouk
;
Lee, Jongwuk
2024-07-11
SIGIR 2024 - Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp.2532-2536
Association for Computing Machinery, Inc
Prediction of Resource Status in Medium Access Control for Vehicular Networks
Deng, Yafeng;
Choi, Young June
2024-01-01
IEEE Vehicular Technology Conference
Institute of Electrical and Electronics Engineers Inc.
Non-Functional Requirements Discovery and Quality Assurance Using Goal Model for Earthquake Warning System in Operation
Shin, Youngsul;
Lee, Seok Won
;
Choi, Yunja
2024-01-01
Proceedings of the IEEE International Conference on Requirements Engineering, pp.275-286
IEEE Computer Society
Multi-Channel Spatio-Temporal Transformer for Sign Language Production
Ma, Xiaohan;
Jin, Rize;
Chung, Tae Sun
2024-01-01
2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings, pp.11699-11712
European Language Resources Association (ELRA)
Structured Feature-Based Component Architecture Design from a Traceability Perspective
Yoo, Insun;
Ryu, Ki Yeol
2024-01-01
International Conference on Ubiquitous and Future Networks, ICUFN, pp.250-252
IEEE Computer Society
Empirical Distribution Ranking based Decision Tree Algorithm for building Intrusion Detection System in the Internet of Medical Things
Tileutay, Laura;
Chandroth, Jisi;
Lim, Keun Woo;
Ko, Young Bae
;
Roh, Byeong Hee
2024-01-01
Proceedings - 2024 IEEE Annual Congress on Artificial Intelligence of Things, AIoT 2024, pp.87-92
Institute of Electrical and Electronics Engineers Inc.
Graph-Aware Unsupervised Feature Scoring Using Reconstruction Errors in GNN Embeddings
Wang, Sehee;
Kim, So Yeon
;
Sohn, Kyung Ah
2024-01-01
Proceedings - 2024 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2024, pp.1701-1704
Institute of Electrical and Electronics Engineers Inc.
EmoSphere-TTS: Emotional Style and Intensity Modeling via Spherical Emotion Vector for Controllable Emotional Text-to-Speech
oa mark
Cho, Deok Hyeon;
Oh, Hyung Seok;
Kim, Seung Bin;
Lee, Sang Hoon
;
Lee, Seong Whan
2024-01-01
Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp.1810-1814
International Speech Communication Association
Poster Abstract: UWB Ranging with Scheduled Broken Packet Reception
Tileutay, Laura;
Park, Jiwoong;
Ko, Young Bae
2024-01-01
Proceedings - 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2024, pp.301-302
Institute of Electrical and Electronics Engineers Inc.
Preserving Near-Optimal Gradient Sparsification Cost for Scalable Distributed Deep Learning
oa mark
Yoon, Daegun;
Oh, Sangyoon
2024-01-01
Proceedings - 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2024, pp.307-316
Institute of Electrical and Electronics Engineers Inc.
Federated Anomaly Detection
Zhang, Chunjiong;
Roh, Byeong Hee
;
Shan, Gaoyang
2024-01-01
Proceedings - 2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume, DSN-S 2024, pp.148-149
Institute of Electrical and Electronics Engineers Inc.
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