MixDiT: Accelerating Image Diffusion Transformer Inference With Mixed-Precision MX Quantization

Kim, Daeun, Jinwoo Hwang, Oh, Changhun, PARK JONGSE
IEEE COMPUTER ARCHITECTURE LETTERS
2025

Multi-temporal-scale event detection and clustering in IoT systems

Jung, M, In-Young Ko
INTERNET OF THINGS
2025

MultiFedRL: Efficient Training of Service Agents for Heterogeneous Internet of Things Environments

KYEONGDEOK BAEK, In-Young Ko
IEEE INTERNET OF THINGS JOURNAL
2025

Optimization-Directed Compiler Fuzzing for Continuous Translation Validation

Jung, M, Jang, Bongjun, Lee, Juneyoung, Heo Kihong
PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL
2025

Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning

Caron, Fran？ois, Ayed, Fadhel, Jung, Paul, Lee, Hoil, Lee, J, Hongseok Yang
Transactions on Machine Learning Research
2025

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PASTA: Neural Architecture Search for Anomaly Detection in Multivariate Time Series

PATARA TRIRAT, Lee Jae-Gil
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
2025

Peer reviews of peer reviews: A randomized controlled trial and other experiments

Goldberg, Alexander, Stelmakh, Ivan, Cho, Kyunghyun, Alice Oh, Agarwal, Alekh, Belgrave, Danielle, Shah, Nihar B.
PLOS ONE
2025

Predicting drug-drug interactions: A deep learning approach with GCN-based collaborative filtering

Jeong, Yeon Uk, Choi, Jeongwhan, Park, Noseong, Ryu, Jae Yong, Kim, Yi Rang
ARTIFICIAL INTELLIGENCE IN MEDICINE
2025

Quantitative Coding and Complexity Theory of Continuous Data: Part I: Motivation, Definition, Consequences

DONGHYUN LIM, Ziegler Martin A.
JOURNAL OF THE ACM
2025

QuantuneV2: Compiler-based local metric-driven mixed precision quantization for practical embedded AI applications

Jeongseok KIM, Lee, Jemin, Kwon, Yongin, Daeyoung KIM
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
2025

RAC+: Supporting Reconfiguration-Assisted Charging for Large-Scale Battery Systems

Kim, Kyunghoon, Jaeheon Kwak, Lee, Jinkyu
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
2025

Real-time scheduling for multi-object tracking tasks in regions with different criticalities

Donghwa Kang, Lee, Jinkyu, Baek, Hyeongboo
JOURNAL OF SYSTEMS ARCHITECTURE
2025

Reconstruction of an execution architecture view by identifying mapping rules for connectors

Hwi Ahn, Sungwon Kang, Lee, Seonah
JOURNAL OF SYSTEMS AND SOFTWARE
2025

SYNAuG: Exploiting synthetic data for data imbalance problems

Moon, Ye-Bin, Nam, Hyeon-Woo, Choi, Wonseok, Kim, Nayeong, Kwak, Suha, Oh, Tae-Hyun
PATTERN RECOGNITION LETTERS
2025

Semantics of Integrating and Differentiating Singularities

Michel, Jesse, Lee, Wonyeol, Hongseok Yang
PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL
2025

ShieldCXL: A Practical Obliviousness Support with Sealed CXL Memory

Kwanghoon Choi, Igjae Kim, Sunho Lee, Jaehyuk Huh
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION
2025

Simultaneous treatment effect estimation and variable selection for observational data

Ma, Eun-Yeol, Lee Uichin, Kim, H
IISE TRANSACTIONS
2025

Synergistic enhancement of long-term plasticity in solid-state electrolyte-gated synaptic transistors realized by introducing an ion-capturing layer

Choi, Dong Hyun, Bin An, Jong, Chung, Jusung, Park, Kyungho, Lee, Hyunsik, Junsik Jung, Kang, Byung Ha, Kim, Hyun Jae
NANO TODAY
2025

Type-migrating C-to-Rust translation using a large language model

Jaemin Hong, Sukyoung Ryu
EMPIRICAL SOFTWARE ENGINEERING
2025

Verifying General-Purpose RCU for Reclamation in Relaxed Memory Separation Logic

Jaehwang Jung, Park, Sunho, Janggun Lee, Yeon, Jeho, Kang, Jeehoon
PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL
2025