Directions
2024
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A survey on integration of large language models with intelligent robots
Yeseung Kim, Dohyun Kim, Choi, Jieun, Park, Jisang, Oh, Nayoung, Park Daehyung
INTELLIGENT SERVICE ROBOTICS
2024 -
AINeedsPlanner: A Workbook to Support Effective Collaboration Between AI Experts and Clients
Kim, Dae Hyun, Shin, Hyungyu, Yadgarova, Shakhnozakhon, Son, Jinho, Subramonyam, Hariharan, Juho Kim
DIS '24: Designing Interactive Systems Conference
2024[]
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ARXIVDIGESTABLES: Synthesizing Scientific Literature into Tables using Language Models
Newman, Benjamin, Lee, Yoonjoo, Naik, Aakanksha, Siangliulue, Pao, Fok, Raymond, Juho Kim, Weld, Daniel S., Chang, Joseph Chee, Lo, Kyle
2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024
2024[]
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Accelerating String-key Learned Index Structures via Memoization-based Incremental Training
Minsu Kim, Jinwoo Hwang, Guseul Heo, Cho, Seiyeon, Mahajan, Divya, PARK JONGSE
PROCEEDINGS OF THE VLDB ENDOWMENT
2024 -
Active Prompt Learning in Vision Language Models
Jihwan Bang, Ahn, Sumyeong, Lee Jae-Gil
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024
2024[]
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Adaptive Shortcut Debiasing for Online Continual Learning
Kim, Doyoung, Park, Dongmin, Shin, Yooju, Bang, Jihwan, Song, Hwanjun, Lee Jae-Gil
38th AAAI Conference on Artificial Intelligence, AAAI 2024
2024[]
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Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity
Soyeong Jeong, Baek, Jinheon, Sukmin Cho, Hwang Sung Ju, Jong C. Park
2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
2024[]
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Addressing Prediction Delays in Time Series Forecasting: A Continuous GRU Approach with Derivative Regularization
Jhin, Sheo Yon, Kim, Seojin, Park, Noseong
30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024
2024[]
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Algorithmic Spread of “Nationalist Kitsch”: The Case of South Korea’s Gukppong YouTubers
Jun, Bong Gwan, Seering, Joseph, Jee, Jonghyun
Digital Korea: Stories, Systems and Spaces of Connection
2024[]
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An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention
Shin, Yehjin, Choi, Jeongwhan, Wi, Hyowon, Park, Noseong
38th AAAI Conference on Artificial Intelligence, AAAI 2024
2024[]
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An Efficient and Effective Sea Turtle Detection Using Positioning Enhancement Module
Putro, Muhamad Dwisnanto, Ruindungan, Dirko G.S., Syahputra, Rendy, Tae-Hyun Oh, Chun, ll Yong, Poekoel, Vecky Canisius
2024 International Workshop on Intelligent Systems, IWIS 2024
2024[]
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An Empirical Study of JVMs' Behaviors on Erroneous JNI Interoperations
Hwang, Sungjae, Lee, Sungho, Sukyoung Ryu
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
2024 -
An Empirical Study of Utility and Disclosure Risk for Tabular Data Synthesis Models: In-Depth Analysis and Interesting Findings
Park, Dae-Young, In-Young Ko
2024 IEEE International Conference on Big Data and Smart Computing, BigComp 2024
2024[]
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An Extensible Modeling Method Supporting Ontology-Based Scenario Specification and Domain-Specific Extension
Baek, Young-Min, Cho, Esther, Shin, Donghwan, Doo-Hwan Bae
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
2024 -
An Infinite-Width Analysis on the Jacobian-Regularised Training of a Neural Network
Taeyoung Kim, Hongseok Yang
The 41st International Conference on Machine Learning (ICML 2024)
2024[] []
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An Iterative Method for Unsupervised Robust Anomaly Detection Under Data Contamination
Kim, Minkyung, Yu, Jongmin, Kim, Junsik, Tae-Hyun Oh, Choi, Jun Kyun
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2024 -
An LLM-driven Framework for Dynamic Infrastructure as Code Generation
Junhee Lee, Kang, SungJoo, In-Young Ko
MIDDLEWARE '24: 25th International Middleware Conference
2024[]
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Ansible 프로젝트를 위한 교차 프로젝트 결함 예측
이선구, 권순재, 류덕산, 백종문
정보과학회논문지
2024 -
Arbitrary-Scale Image Generation and Upsampling Using Latent Diffusion Model and Implicit Neural Decoder
Kim, Jinseok, Kim Tae Kyun
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024
2024[]
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Are Multi-view Edges Incomplete for Depth Estimation?
Khan, Numair, Min H. Kim, Tompkin, James
INTERNATIONAL JOURNAL OF COMPUTER VISION
2024
