Evangelos E. Papalexakis

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Jia Chen

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Publications

2024
[i46]
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  - journals/corr/abs-2405-15202
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Yu Fu, Wen Xiao, Jia Chen, Jiachen Li, Evangelos E. Papalexakis, Aichi Chien, Yue Dong:
Cross-Task Defense: Instruction-Tuning LLMs for Content Safety. CoRR abs/2405.15202 (2024)
[i45]
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  - journals/corr/abs-2406-17261
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Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis:
TRAWL: Tensor Reduced and Approximated Weights for Large Language Models. CoRR abs/2406.17261 (2024)
2023
[i42]
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  - journals/corr/abs-2311-15138
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Rutuja Gurav, Het Patel, Zhuocheng Shang, Ahmed Eldawy, Jia Chen, Elia Scudiero, Evangelos E. Papalexakis:
Can SAM recognize crops? Quantifying the zero-shot performance of a semantic segmentation foundation model on generating crop-type maps using satellite imagery for precision agriculture. CoRR abs/2311.15138 (2023)
[i41]
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  - journals/corr/abs-2312-00296
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Biqian Cheng, Evangelos E. Papalexakis, Jia Chen:
Towards Aligned Canonical Correlation Analysis: Preliminary Formulation and Proof-of-Concept Results. CoRR abs/2312.00296 (2023)
2022
[c107]
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  - conf/icdm/XuSCP22
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Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis:
SV-Learn: Learning Matrix Singular Values with Neural Networks. ICDM (Workshops) 2022: 232-237
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  - conf/icdm/WuSCP22
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Yunshu Wu, Uday Singh Saini, Jia Chen, Evangelos E. Papalexakis:
TENALIGN: Joint Tensor Alignment and Coupled Factorization. ICDM 2022: 568-577
2020
[c84]
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  - conf/icdm/ChenP20
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Jia Chen, Evangelos E. Papalexakis:
Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. ICDM (Workshops) 2020: 561-563
[i29]
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  - journals/corr/abs-2008-07672
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Jia Chen, Evangelos E. Papalexakis:
Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. CoRR abs/2008.07672 (2020)

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