Dawon Ahn

According to our database, Dawon Ahn authored at least 14 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Transforming Behavioral Neuroscience Discovery with In-Context Learning and AI-Enhanced Tensor Methods.

Paimon Goulart, Jordan Steinhauser, Dawon Ahn, Kylene Shuler, Edward Korzus, Jia Chen, Evangelos E. Papalexakis

CoRR, February, 2026

Extracting and Analyzing Rail Crossing Behavior Signatures from Videos using Tensor Methods.

Dawon Ahn, Het Patel, Aemal Khattak, Jia Chen, Evangelos E. Papalexakis

CoRR, February, 2026

Multi-view Graph Condensation via Tensor Decomposition.

Nícolas Roque dos Santos, Dawon Ahn, Diego Minatel, Alneu de Andrade Lopes, Evangelos E. Papalexakis

Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, 2026

2025

Tensor Completion for Surrogate Modeling of Material Property Prediction.

Shaan Pakala, Dawon Ahn, Evangelos E. Papalexakis

CoRR, January, 2025

TRAWL: Tensor Reduced and Approximated Weights for Large Language Models.

Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis

Proceedings of the Data Science: Foundations and Applications, 2025

Improving Group Fairness in Tensor Completion via Imbalance Mitigating Entity Augmentation.

Dawon Ahn, Jun-Gi Jang, Evangelos E. Papalexakis

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

2024

Compact Interpretable Tensor Graph Multi-Modal News Embeddings.

Dawon Ahn, William Shiao, Arindam Khaled, Andrew Bauer, Stefanos Poulis, Evangelos E. Papalexakis

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Neural Additive Tensor Decomposition for Sparse Tensors.

Dawon Ahn, Uday Singh Saini, Evangelos E. Papalexakis, Ali Payani

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Automating Data Science Pipelines with Tensor Completion.

Shaan Pakala, Bryce Graw, Dawon Ahn, Tam Dinh, Mehnaz Tabassum Mahin, Vassilis J. Tsotras, Jia Chen, Evangelos E. Papalexakis

Proceedings of the IEEE International Conference on Big Data, 2024

Global and Local Structure Learning for Sparse Tensor Completion.

Dawon Ahn, Evangelos E. Papalexakis

Proceedings of the IEEE International Conference on Big Data, 2024

2021

Time-Aware Tensor Decomposition for Sparse Tensors.

Dawon Ahn, Jun-Gi Jang, U Kang

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

Accurate Online Tensor Factorization for Temporal Tensor Streams with Missing Values.

Dawon Ahn, Seyun Kim, U Kang

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Time-Aware Tensor Decomposition for Missing Entry Prediction.

Dawon Ahn, Jun-Gi Jang, U Kang

CoRR, 2020

Gtensor: Fast and Accurate Tensor Analysis System using GPUs.

Dawon Ahn, Sangjun Son, U Kang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020