Ekta Gujral

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Tensor Decomposition

Auxiliary Information

Community Detection

Hierarchical Agglomerative

Top Venues

Publications

Apurva Sinha, Ekta Gujral
PAE: LLM-based Product Attribute Extraction for E-Commerce Fashion Trends. CoRR (2024)
Ekta Gujral, Evangelos E. Papalexakis
Aptera: Automatic PARAFAC2 Tensor Analysis. ASONAM (2022)
Ravdeep S. Pasricha, Ekta Gujral, Evangelos E. Papalexakis
Adaptive granularity in tensors: A quest for interpretable structure. Frontiers Big Data 5 (2022)
Ekta Gujral
Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition. CoRR (2022)
Alexander Gorovits, Lin Zhang, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov
Mining Bursty Groups from Interaction Data. CIKM (2021)
Ekta Gujral, Leonardo Neves, Evangelos E. Papalexakis, Neil Shah
NED: Niche Detection in User Content Consumption Data. CIKM (2021)
Ekta Gujral, Evangelos E. Papalexakis
OnlineBTD: Streaming Algorithms to Track the Block Term Decomposition of Large Tensors. DSAA (2020)
Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis
APTION: Constraint Coupled CP And PARAFAC2 Tensor Decompostion. ACSSC (2020)
Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis
SPADE: Streaming PARAFAC2 DEcomposition for Large Datasets. SDM (2020)
Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis
APTION: Constrainted Coupled CP and PARAFAC2 Tensor Decomposition. ASONAM (2020)
Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis
Beyond Rank-1: Discovering Rich Community Structure in Multi-Aspect Graphs. WWW (2020)
Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis
POPLAR: Parafac2 decOmPosition using auxiLiAry infoRmation. SAM (2020)
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) (2020)
Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis
Adaptive Granularity in Tensors: A Quest for Interpretable Structure. CoRR (2019)
Ekta Gujral, Ravdeep Pasricha, Tianxiong Yang, Evangelos E. Papalexakis
OCTEN: Online Compression-Based Tensor Decomposition. CAMSAP (2019)
Ekta Gujral, Evangelos E. Papalexakis, Georgios Theocharous, Anup B. Rao
Hacd: Hierarchical Agglomerative Community Detection In Social Networks. MLSP (2019)
Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis
Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition. ECML/PKDD (2) (2018)
Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam
t-PNE: Tensor-Based Predictable Node Embeddings. ASONAM (2018)
Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam
t-PINE: Tensor-based Predictable and Interpretable Node Embeddings. CoRR (2018)
Alexander Gorovits, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov
LARC: Learning Activity-Regularized Overlapping Communities Across Time. KDD (2018)
Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis
Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition. CoRR (2018)
Ekta Gujral, Ravdeep Pasricha, Tianxiong Yang, Evangelos E. Papalexakis
OCTen: Online Compression-based Tensor Decomposition. CoRR (2018)
Ekta Gujral, Evangelos E. Papalexakis
SMACD: Semi-supervised Multi-Aspect Community Detection. SDM (2018)
Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis
SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. SDM (2018)
Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis
SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. CoRR (2017)