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Creators/Authors contains: "Ahn, Dawon"

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Tensor Completion for Surrogate Modeling of Material Property Prediction

Pakala, Shaan; Ahn, Dawon; Papalexakis, Evangelos E (February 2025, AAAI 2025 Bridge on Knowledge-Guided Machine Learning)

Free, publicly-accessible full text available February 25, 2026
Global and Local Structure Learning for Sparse Tensor Completion

https://doi.org/10.1109/BigData62323.2024.10825645

Ahn, Dawon; Papalexakis, Evangelos E (December 2024, IEEE)

Full Text Available
TRAWL: Tensor Reduced and Approximated Weights for Large Language Models

https://doi.org/10.1007/978-981-96-8298-0_32

Luo, Yiran; Patel, Het; Fu, Yu; Ahn, Dawon; Chen, Jia; Dong, Yue; Papalexakis, Evangelos E (January 2025, Springer Nature Singapore)

Full Text Available
Neural Additive Tensor Decomposition for Sparse Tensors

https://doi.org/10.1145/3627673.3679833

Ahn, Dawon; Saini, Uday Singh; Papalexakis, Evangelos E; Payani, Ali (October 2024, ACM)

Full Text Available
Automating Data Science Pipelines with Tensor Completion

https://doi.org/10.1109/BigData62323.2024.10825934

Pakala, Shaan; Graw, Bryce; Ahn, Dawon; Dinh, Tam; Mahin, Mehnaz Tabassum; Tsotras, Vassilis; Chen, Jia; Papalexakis, Evangelos E (December 2024, IEEE)

Full Text Available
Compact Interpretable Tensor Graph Multi-Modal News Embeddings

https://doi.org/10.1145/3589335.3651480

Ahn, Dawon; Shiao, William; Khaled, Arindam; Bauer, Andrew; Poulis, Stefanos; Papalexakis, Evangelos E (May 2024, The Web Conference 2024 Companion Proceedings)

Full Text Available