Directions
2024
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NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing
Guseul Heo, Lee, Sangyeop, Cho, Jaehong, Choi, Hyunmin, Lee, Sanghyeon, Ham, Hyungkyu, Kim, Gwangsun, Mahajan, Divya, PARK JONGSE
ASPLOS '24: 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3
2024[]
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Neural Language of Thought Models
Wu, Yi-Fu, Lee, Minseng, 안성진
The Twelfth International Conference on Learning Representations
2024[]
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Nitrogen-doped graphene quantum dots/ polyvinyl alcohol nanocomposite for photon management: Application in CIGS photovoltaic cells
Alshahrani, Thamraa, Khan, Firoz, Al-Rasheidi, Masoud, Imran Fareed, Majid, M. Abdul, Kim, Jae Hyun
OPTICAL MATERIALS
2024 -
Novel Rifle Number Recognition Based on Improved YOLO in Military Environment
Hyun Kwon, Jung, M
CMC-COMPUTERS MATERIALS & CONTINUA
2024 -
ON WEIGHTED GRAPH SEPARATION PROBLEMS AND FLOW AUGMENTATION
Kim, Eun Jung, Masarik, Tomas, Pilipczuk, Marcin, Sharma, Roohani, Wahlstrom, Magnus
SIAM JOURNAL ON DISCRETE MATHEMATICS
2024 -
ONNXim: A Fast, Cycle-Level Multi-Core NPU Simulator
Ham, Hyungkyu, Yang, Wonhyuk, Shin, Yunseon, Woo, Okkyun, Guseul Heo, Lee, Sangyeop, PARK JONGSE, Kim, Gwangsun
IEEE COMPUTER ARCHITECTURE LETTERS
2024 -
OmniLocalRF: Omnidirectional Local Radiance Fields from Dynamic Videos
Dongyoung Choi, Hyeonjoong Jang, Min H. Kim
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2024[]
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OmniSDF: Scene Reconstruction Using Omnidirectional Signed Distance Functions and Adaptive Binoctrees
HAKYEONG KIM, Meuleman, Andreas, Hyeonjoong Jang, Tompkin, James, Min H. Kim
2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2024[]
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One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning
Doyoung Kim, Yoon, Susik, Park, Dongmin, 이영준, Song, Hwanjun, Jihwan Bang, Lee Jae-Gil
41st International Conference on Machine Learning, ICML 2024
2024[]
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One vs. Many: Comprehending Accurate Information from Multiple Erroneous and Inconsistent AI Generations
Lee, Yoonjoo, Son, Kihoon, Kim, Tae Soo, Kim, Jisu, Chung, John Joon Young, Adar, Eytan, Juho Kim
2024 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2024
2024[]
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Online Neural Denoising with Cross-Regression for Interactive Rendering
Choi, Hajin, Hong, Seokpyo, Inwoo Ha, Kang, Nahyup, Moon, Bochang
ACM TRANSACTIONS ON GRAPHICS
2024 -
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations
Cho, Woojin, Cho, Seunghyeon, Jin, Hyundong, Jeon, Jinsung, Lee, Kookjin, Hong, Sanghyun, Lee, Dongeun, Choi, Jonghyun, Park, Noseong
38th AAAI Conference on Artificial Intelligence, AAAI 2024
2024[]
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Optimizing GNSS Indoor Outdoor Detection: Balancing Observation Window and Sampling for Accuracy and Responsiveness
Dongsoo Han, Lu, I-Hao
International Conference on Indoor Positioning and Indoor Navigation 2024
2024[] []
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Optimus: association-based dynamic system call filtering for container attack surface reduction
Seungyong Yang, Kang, Brent Byunghoon, Nam, Jaehyun
JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS
2024 -
Overcoming Client Data Deficiency in Federated Learning by Exploiting Unlabeled Data on the Server
Park, Jaemin, Jang, WonJun, Oh, Tae-Hyun, Lee, Si-Hyeon
IEEE ACCESS
2024 -
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning
JAEJUN LEE, Minsung Hwang, Whang Joyce Jiyoung
The 41st International Conference on Machine Learning
2024[]
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PAC-FNO: PARALLEL-STRUCTURED ALL-COMPONENT FOURIER NEURAL OPERATORS FOR RECOGNIZING LOW-QUALITY IMAGES
Jeon, Jinsung, Jin, Hyundong, Choi, Jonghyun, Hong, Sanghyun, Lee, Dongeun, Lee, Kookjin, Jeon, Jinsung, Jin, Hyundong, Choi, Jonghyun, Hong, Sanghyun, Lee, Dongeun, Lee, Kookjin, Park, Noseong
12th International Conference on Learning Representations, ICLR 2024
2024[]
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PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images
Park, Noseong
International Conference on Learning Representations (ICLR)
2024[]
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PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
Choi, Jeongwhan, Park, Sumin, Wi, Hyowon, Cho, Sung-Bae, Park, Noseong
41st International Conference on Machine Learning, ICML 2024
2024[]
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PISD: A linear complexity distance beats dynamic time warping on time series classification and clustering
Tran, Minh-Tuan, Le, Xuan-May, Huynh, Van-Nam, Sung-Eui Yoon
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
2024
