Ekta Gujral

According to our database, Ekta Gujral authored at least 21 papers between 2018 and 2024.

Collaborative distances:

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

2024

PAE: LLM-based Product Attribute Extraction for E-Commerce Fashion Trends.

Apurva Sinha, Ekta Gujral

CoRR, 2024

2022

Adaptive granularity in tensors: A quest for interpretable structure.

Ravdeep S. Pasricha, Ekta Gujral, Evangelos E. Papalexakis

Frontiers Big Data, 2022

Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition.

Ekta Gujral

CoRR, 2022

Aptera: Automatic PARAFAC2 Tensor Analysis.

Ekta Gujral, Evangelos E. Papalexakis

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

2021

Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition.

Ekta Gujral

PhD thesis, 2021

NED: Niche Detection in User Content Consumption Data.

Ekta Gujral, Leonardo Neves, Evangelos E. Papalexakis, Neil Shah

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

Mining Bursty Groups from Interaction Data.

Alexander Gorovits, Lin Zhang, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov

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

2020

t-PINE: tensor-based predictable and interpretable node embeddings.

Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam

Soc. Netw. Anal. Min., 2020

Beyond Rank-1: Discovering Rich Community Structure in Multi-Aspect Graphs.

Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

SPADE: Streaming PARAFAC2 DEcomposition for Large Datasets.

Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

POPLAR: Parafac2 decOmPosition using auxiLiAry infoRmation.

Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

OnlineBTD: Streaming Algorithms to Track the Block Term Decomposition of Large Tensors.

Ekta Gujral, Evangelos E. Papalexakis

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

C³ APTION: Constrainted Coupled CP and PARAFAC2 Tensor Decomposition.

Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

C³ APTION: Constraint Coupled CP And PARAFAC2 Tensor Decompostion.

Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Hacd: Hierarchical Agglomerative Community Detection In Social Networks.

Ekta Gujral, Evangelos E. Papalexakis, Georgios Theocharous, Anup B. Rao

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

OCTEN: Online Compression-Based Tensor Decomposition.

Ekta Gujral, Ravdeep Pasricha, Tianxiong Yang, Evangelos E. Papalexakis

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

SamBaTen: Sampling-based Batch Incremental Tensor Decomposition.

Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

SMACD: Semi-supervised Multi-Aspect Community Detection.

Ekta Gujral, Evangelos E. Papalexakis

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition.

Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

LARC: Learning Activity-Regularized Overlapping Communities Across Time.

Alexander Gorovits, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

t-PNE: Tensor-Based Predictable Node Embeddings.

Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018