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Books and Theses
- 2021
[b1]Ekta Gujral:
Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition. University of California, Riverside, USA, 2021
Journal Articles
- 2022
- [j2]Ravdeep S. Pasricha, Ekta Gujral
, Evangelos E. Papalexakis:
Adaptive granularity in tensors: A quest for interpretable structure. Frontiers Big Data 5 (2022) - 2020
- [j1]Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam:
t-PINE: tensor-based predictable and interpretable node embeddings. Soc. Netw. Anal. Min. 10(1): 46 (2020)
Conference and Workshop Papers
- 2022
- [c16]Ekta Gujral, Evangelos E. Papalexakis:
Aptera: Automatic PARAFAC2 Tensor Analysis. ASONAM 2022: 17-21 - 2021
- [c15]Alexander Gorovits, Lin Zhang, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov:
Mining Bursty Groups from Interaction Data. CIKM 2021: 596-605 - [c14]Ekta Gujral, Leonardo Neves, Evangelos E. Papalexakis, Neil Shah:
NED: Niche Detection in User Content Consumption Data. CIKM 2021: 627-637 - 2020
- [c13]Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis:
C3 APTION: Constraint Coupled CP And PARAFAC2 Tensor Decompostion. ACSSC 2020: 187-190 - [c12]Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis:
C3 APTION: Constrainted Coupled CP and PARAFAC2 Tensor Decomposition. ASONAM 2020: 401-408 - [c11]Ekta Gujral, Evangelos E. Papalexakis:
OnlineBTD: Streaming Algorithms to Track the Block Term Decomposition of Large Tensors. DSAA 2020: 168-177 - [c10]Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis:
POPLAR: Parafac2 decOmPosition using auxiLiAry infoRmation. SAM 2020: 1-5 - [c9]Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis:
SPADE: Streaming PARAFAC2 DEcomposition for Large Datasets. SDM 2020: 577-585 - [c8]Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis:
Beyond Rank-1: Discovering Rich Community Structure in Multi-Aspect Graphs. WWW 2020: 452-462 - 2019
- [c7]Ekta Gujral, Ravdeep Pasricha, Tianxiong Yang, Evangelos E. Papalexakis:
OCTEN: Online Compression-Based Tensor Decomposition. CAMSAP 2019: 455-459 - [c6]Ekta Gujral, Evangelos E. Papalexakis, Georgios Theocharous, Anup B. Rao:
Hacd: Hierarchical Agglomerative Community Detection In Social Networks. MLSP 2019: 1-6 - 2018
- [c5]Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam:
t-PNE: Tensor-Based Predictable Node Embeddings. ASONAM 2018: 491-494 - [c4]Alexander Gorovits, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov:
LARC: Learning Activity-Regularized Overlapping Communities Across Time. KDD 2018: 1465-1474 - [c3]Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis:
Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition. ECML/PKDD (2) 2018: 327-343 - [c2]Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis:
SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. SDM 2018: 387-395 - [c1]Ekta Gujral, Evangelos E. Papalexakis:
SMACD: Semi-supervised Multi-Aspect Community Detection. SDM 2018: 702-710
Informal and Other Publications
- 2024
- [i7]Apurva Sinha, Ekta Gujral:
PAE: LLM-based Product Attribute Extraction for E-Commerce Fashion Trends. CoRR abs/2405.17533 (2024) - 2022
- [i6]Ekta Gujral:
Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition. CoRR abs/2210.04404 (2022) - 2019
- [i5]Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis:
Adaptive Granularity in Tensors: A Quest for Interpretable Structure. CoRR abs/1912.09009 (2019) - 2018
- [i4]Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis:
Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition. CoRR abs/1804.09619 (2018) - [i3]Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam:
t-PINE: Tensor-based Predictable and Interpretable Node Embeddings. CoRR abs/1805.01889 (2018) - [i2]Ekta Gujral, Ravdeep Pasricha, Tianxiong Yang, Evangelos E. Papalexakis:
OCTen: Online Compression-based Tensor Decomposition. CoRR abs/1807.01350 (2018) - 2017
- [i1]Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis:
SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. CoRR abs/1709.00668 (2017)
Coauthor Index
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