Dawon Ahn

20 papers A 4B 3Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Extracting and Analyzing Rail Crossing Behavior Signatures from Videos using Tensor Methods.
CoRR
Dawon Ahn, Het Patel, Aemal Khattak, Jia Chen, Evangelos E. Papalexakis
2026 A conf
Multi-view Graph Condensation via Tensor Decomposition.
WSDM
Nícolas Roque dos Santos, Dawon Ahn, Diego Minatel, Alneu de Andrade Lopes, Evangelos E. Papalexakis
2026 J jnl
Transforming Behavioral Neuroscience Discovery with In-Context Learning and AI-Enhanced Tensor Methods.
CoRR
Paimon Goulart, Jordan Steinhauser, Dawon Ahn, Kylene Shuler, Edward Korzus, Jia Chen, Evangelos E. Papalexakis
2025 J jnl
Global and Local Structure Learning for Sparse Tensor Completion.
CoRR
Dawon Ahn, Evangelos E. Papalexakis
2025 — conf
Improving Group Fairness in Tensor Completion via Imbalance Mitigating Entity Augmentation.
PAKDD (2)
Dawon Ahn, Jun-Gi Jang, Evangelos E. Papalexakis
2025 J jnl
Improving Group Fairness in Tensor Completion via Imbalance Mitigating Entity Augmentation.
CoRR
Dawon Ahn, Jun-Gi Jang, Evangelos E. Papalexakis
2025 J jnl
Multi-view Graph Condensation via Tensor Decomposition.
CoRR
Nícolas Roque dos Santos, Dawon Ahn, Diego Minatel, Alneu de Andrade Lopes, Evangelos E. Papalexakis
2025 — conf
TRAWL: Tensor Reduced and Approximated Weights for Large Language Models.
PAKDD (7)
Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis
2025 J jnl
Tensor Completion for Surrogate Modeling of Material Property Prediction.
CoRR
Shaan Pakala, Dawon Ahn, Evangelos E. Papalexakis
2024 B conf
Automating Data Science Pipelines with Tensor Completion.
IEEE Big Data
Shaan Pakala, Bryce Graw, Dawon Ahn, Tam Dinh, Mehnaz Tabassum Mahin, Vassilis J. Tsotras, Jia Chen, Evangelos E. Papalexakis
2024 J jnl
Automating Data Science Pipelines with Tensor Completion.
CoRR
Shaan Pakala, Bryce Graw, Dawon Ahn, Tam Dinh, Mehnaz Tabassum Mahin, Vassilis J. Tsotras, Jia Chen, Evangelos E. Papalexakis
2024 — conf
Compact Interpretable Tensor Graph Multi-Modal News Embeddings.
WWW (Companion Volume)
Dawon Ahn, William Shiao, Arindam Khaled, Andrew Bauer, Stefanos Poulis, Evangelos E. Papalexakis
2024 B conf
Global and Local Structure Learning for Sparse Tensor Completion.
IEEE Big Data
Dawon Ahn, Evangelos E. Papalexakis
2024 A conf
Neural Additive Tensor Decomposition for Sparse Tensors.
CIKM
Dawon Ahn, Uday Singh Saini, Evangelos E. Papalexakis, Ali Payani
2024 J jnl
TRAWL: Tensor Reduced and Approximated Weights for Large Language Models.
CoRR
Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis
2022 J jnl
Time-aware tensor decomposition for sparse tensors.
Mach. Learn.
Dawon Ahn, Jun-Gi Jang, U Kang
2021 A conf
Accurate Online Tensor Factorization for Temporal Tensor Streams with Missing Values.
CIKM
Dawon Ahn, Seyun Kim, U Kang
2021 B conf
Time-Aware Tensor Decomposition for Sparse Tensors.
DSAA
Dawon Ahn, Jun-Gi Jang, U Kang
2020 A conf
Gtensor: Fast and Accurate Tensor Analysis System using GPUs.
CIKM
Dawon Ahn, Sangjun Son, U Kang
2020 J jnl
Time-Aware Tensor Decomposition for Missing Entry Prediction.
CoRR
Dawon Ahn, Jun-Gi Jang, U Kang