Evangelos E. Papalexakis
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
92
Venues
25
Active years
2010–2026
Best venue rank
A*
Where they publish
- ASDM13 papers
- A*WWW11 papers
- BPAKDD8 papers
- AWSDM7 papers
- ACIKM7 papers
- A*KDD7 papers
- A*ICDM7 papers
- A*EMNLP4 papers
- NationalACSSC4 papers
- BDSAA3 papers
- AICWSM3 papers
- MulticonferenceICASSP3 papers
- A*ACL2 papers
- BICPR2 papers
- BICCCN1 paper
- A*ICLR1 paper
- NationalFCCM1 paper
- ARAID1 paper
- BIC2E1 paper
- ACoNEXT1 paper
- A*CVPR1 paper
- BEDM1 paper
- A*ICDE1 paper
- CFUSION1 paper
- A*SIGMOD1 paper
Papers
92 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Uncertainty Quantification of Large Language Models through Multiple Uncertainty Sources. | Tiejin Chen, Xiaoou Liu, Longchao Da, Jia Chen, Evangelos E. Papalexakis, Hua Wei |
| 2026 | ACL | Every Response Counts: Quantifying Uncertainty of LLM-based Multi-Agent Systems through Tensor Decomposition. | Tiejin Chen, Huaiyuan Yao, Jia Chen, Evangelos E. Papalexakis, Hua Wei |
| 2026 | WSDM | A Preliminary Agentic Framework for Matrix Deflation. | Paimon Goulart, Evangelos E. Papalexakis |
| 2026 | WSDM | Preliminary Use of Vision Language Model Driven Extraction of Mouse Behavior Towards Understanding Fear Expression. | Paimon Goulart, Jordan Steinhauser, Kylene Shuler, Edward Korzus, Jia Chen, Evangelos E. Papalexakis |
| 2026 | WSDM | A Real-Time System to Populate FRA Form 57 from News. | Chansong Lim, Haz Sameen Shahgir, Yue Dong, Jia Chen, Evangelos E. Papalexakis |
| 2026 | WSDM | Multi-view Graph Condensation via Tensor Decomposition. | Ncolas Roque dos Santos, Dawon Ahn, Diego Minatel, Alneu de Andrade Lopes, Evangelos E. Papalexakis |
| 2025 | CIKM | CoCoTen: Detecting Adversarial Inputs to Large Language Models through Latent Space Features of Contextual Co-occurrence Tensors. | Sri Durga Sai Sowmya Kadali, Evangelos E. Papalexakis |
| 2025 | EMNLP | ExpertGenQA: Open-ended QA generation in Specialized Domains. | Haz Sameen Shahgir, Chansong Lim, Jia Chen, Evangelos E. Papalexakis, Yue Dong |
| 2025 | ICCCN | FedBand: Adaptive Federated Learning Under Strict Bandwidth Constraints. | Taghreed Alanazi, Abdulrahman Fahim, Muntaka Ibnath, Basak Guler, Amit K. Roy-Chowdhury, Ananthram Swami, Evangelos E. Papalexakis, Srikanth V. Krishnamurthy |
| 2025 | PAKDD | Improving Group Fairness in Tensor Completion via Imbalance Mitigating Entity Augmentation. | Dawon Ahn, Jun-Gi Jang, Evangelos E. Papalexakis |
| 2025 | PAKDD | ACTGNN: Assessment of Clustering Tendency with Synthetically-Trained Graph Neural Networks. | Yiran Luo, Evangelos E. Papalexakis |
| 2025 | PAKDD | 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 |
| 2025 | WWW | Improving Out-of-Vocabulary Hashing in Recommendation Systems. | William Shiao, Mingxuan Ju, Zhichun Guo, Xin Chen, Evangelos E. Papalexakis, Tong Zhao, Neil Shah, Yozen Liu |
| 2025 | SDM | Multi-View Spectral Clustering for Graphs with Multiple View Structures. | Yorgos Tsitsikas, Evangelos E. Papalexakis |
| 2024 | ACSSC | Project or Factorize? A Case Study of Multiview CCA and PARAFAC2 Tensor Factorization. | Jia Chen, Evangelos E. Papalexakis |
| 2024 | CIKM | Neural Additive Tensor Decomposition for Sparse Tensors. | Dawon Ahn, Uday Singh Saini, Evangelos E. Papalexakis, Ali Payani |
| 2024 | CIKM | Multi-Graph Explorer: A Framework for Advanced Multi-Graph Analysis and Method Development. | Yorgos Tsitsikas, Evangelos E. Papalexakis |
| 2024 | WWW | Compact Interpretable Tensor Graph Multi-Modal News Embeddings. | Dawon Ahn, William Shiao, Arindam Khaled, Andrew Bauer, Stefanos Poulis, Evangelos E. Papalexakis |
| 2024 | WWW | GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method. | Zubair Qazi, William Shiao, Evangelos E. Papalexakis |
| 2024 | SDM | Analysis of Causal and Non-Causal Convolution Networks for Time Series Classification. | Uday Singh Saini, Zhongfang Zhuang, Chin-Chia Michael Yeh, Wei Zhang, Evangelos E. Papalexakis |
| 2023 | ICLR | Link Prediction with Non-Contrastive Learning. | William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah |
| 2023 | KDD | CARL-G: Clustering-Accelerated Representation Learning on Graphs. | William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis |
| 2023 | SDM | Harvester: Principled Factorization-based Temporal Tensor Granularity Estimation. | Ravdeep S. Pasricha, Uday Singh Saini, Nicholas D. Sidiropoulos, Fei Fang, Kevin Chan, Evangelos E. Papalexakis |
| 2022 | DSAA | Multi-aspect Matrix Factorization based Visualization of Convolutional Neural Networks. | Uday Singh Saini, Evangelos E. Papalexakis |
| 2022 | ICDM | TENALIGN: Joint Tensor Alignment and Coupled Factorization. | Yunshu Wu, Uday Singh Saini, Jia Chen, Evangelos E. Papalexakis |
| 2022 | ICDM | SV-Learn: Learning Matrix Singular Values with Neural Networks. | Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis |
| 2021 | CIKM | Mining Bursty Groups from Interaction Data. | Alexander Gorovits, Lin Zhang, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov |
| 2021 | CIKM | NED: Niche Detection in User Content Consumption Data. | Ekta Gujral, Leonardo Neves, Evangelos E. Papalexakis, Neil Shah |
| 2021 | DSAA | Adversarially Generating Rank-Constrained Graphs. | William Shiao, Evangelos E. Papalexakis |
| 2021 | ICWSM | Identifying Misinformation from Website Screenshots. | Sara Abdali, Rutuja Gurav, Siddharth Menon, Daniel Fonseca, Negin Entezari, Neil Shah, Evangelos E. Papalexakis |
| 2021 | ICWSM | RecTen: A Recursive Hierarchical Low Rank Tensor Factorization Method to Discover Hierarchical Patterns from Multi-modal Data. | Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos |
| 2021 | WWW | KI | William Shiao, Evangelos E. Papalexakis |
| 2020 | ACSSC | C | Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis |
| 2020 | ACSSC | L1-Norm RESCAL Decomposition. | Yorgos Tsitsikas, Dimitris G. Chachlakis, Evangelos E. Papalexakis, Panos P. Markopoulos |
| 2020 | DSAA | OnlineBTD: Streaming Algorithms to Track the Block Term Decomposition of Large Tensors. | Ekta Gujral, Evangelos E. Papalexakis |
| 2020 | EMNLP | Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization. | Zhenjie Zhao, Evangelos E. Papalexakis, Xiaojuan Ma |
| 2020 | FCCM | High-Performance Parallel Radix Sort on FPGA. | Bashar Romanous, Mohammadreza Rezvani, Junjie Huang, Daniel Wong, Evangelos E. Papalexakis, Vassilis J. Tsotras, Walid A. Najjar |
| 2020 | ICDM | Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. | Jia Chen, Evangelos E. Papalexakis |
| 2020 | ICPR | Webly Supervised Image-Text Embedding with Noisy Tag Refinement. | Niluthpol Chowdhury Mithun, Ravdeep Pasricha, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury |
| 2020 | ICPR | Tensorized Feature Spaces for Feature Explosion. | Ravdeep S. Pasricha, Pravallika Devineni, Evangelos E. Papalexakis, Ramakrishnan Kannan |
| 2020 | ICWSM | REST: A Thread Embedding Approach for Identifying and Classifying User-Specified Information in Security Forums. | Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos |
| 2020 | RAID | SourceFinder: Finding Malware Source-Code from Publicly Available Repositories in GitHub. | Md Omar Faruk Rokon, Risul Islam, Ahmad Darki, Evangelos E. Papalexakis, Michalis Faloutsos |
| 2020 | WWW | Beyond Rank-1: Discovering Rich Community Structure in Multi-Aspect Graphs. | Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis |
| 2020 | WSDM | All You Need Is Low (Rank): Defending Against Adversarial Attacks on Graphs. | Negin Entezari, Saba A. Al-Sayouri, Amirali Darvishzadeh, Evangelos E. Papalexakis |
| 2020 | SDM | SPADE: Streaming PARAFAC2 DEcomposition for Large Datasets. | Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis |
| 2020 | SDM | Untitled record | Yorgos Tsitsikas, Evangelos E. Papalexakis |
| 2019 | EMNLP | Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition. | Zhenjie Zhao, Andrew Cattle, Evangelos E. Papalexakis, Xiaojuan Ma |
| 2019 | IC2E | Edge-Assisted Detection and Summarization of Key Global Events from Distributed Crowd-Sensed Data. | Abdelrahman Fahim, Ajaya Neupane, Evangelos E. Papalexakis, Lance M. Kaplan, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher |
| 2019 | ICDM | Matrix Profile XVIII: Time Series Mining in the Face of Fast Moving Streams using a Learned Approximate Matrix Profile. | Zachary Zimmerman, Nader Shakibay Senobari, Gareth J. Funning, Evangelos E. Papalexakis, Samet Oymak, Philip Brisk, Eamonn J. Keogh |
| 2019 | WWW | An Empirical Study of Malicious Threads in Security Forums. | Joobin Gharibshah, Zhabiz Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos |
| 2018 | CIKM | COPA: Constrained PARAFAC2 for Sparse & Large Datasets. | Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun |
| 2018 | CIKM | tHoops: A Multi-Aspect Analytical Framework for Spatio-Temporal Basketball Data. | Evangelos E. Papalexakis, Konstantinos Pelechrinis |
| 2018 | KDD | LARC: Learning Activity-Regularized Overlapping Communities Across Time. | Alexander Gorovits, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov |
| 2018 | KDD | SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. | Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun |
| 2018 | PAKDD | RIPEx: Extracting Malicious IP Addresses from Security Forums Using Cross-Forum Learning. | Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos |
| 2018 | WSDM | Athlytics: Winning in Sports with Data. | Konstantinos Pelechrinis, Evangelos E. Papalexakis |
| 2018 | SDM | SMACD: Semi-supervised Multi-Aspect Community Detection. | Ekta Gujral, Evangelos E. Papalexakis |
| 2018 | SDM | SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. | Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis |
| 2017 | ACSSC | Balancing interpretability and predictive accuracy for unsupervised tensor mining. | Ishmam Zabir, Evangelos E. Papalexakis |
| 2017 | CoNEXT | Jaal: Towards Network Intrusion Detection at ISP Scale. | Azeem Aqil, Karim Khalil, Ahmed Osama Fathy Atya, Evangelos E. Papalexakis, Srikanth V. Krishnamurthy, Trent Jaeger, K. K. Ramakrishnan, Paul L. Yu, Ananthram Swami |
| 2017 | CVPR | Exploration of Social and Web Image Search Results Using Tensor Decomposition. | Liuqing Yang, Evangelos E. Papalexakis |
| 2017 | KDD | SPARTan: Scalable PARAFAC2 for Large & Sparse Data. | Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun |
| 2017 | WSDM | S-HOT: Scalable High-Order Tucker Decomposition. | Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu |
| 2017 | SDM | BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals. | Xiao Fu, Kejun Huang, Otilia Stretcu, Hyun Ah Song, Evangelos E. Papalexakis, Partha P. Talukdar, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Barnabs Pczos |
| 2016 | EDM | Toward Data-Driven Design of Educational Courses: A Feasibility Study. | Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis |
| 2016 | ICDM | Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis. | Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell |
| 2016 | PAKDD | Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms. | Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos |
| 2016 | SDM | Automatic Unsupervised Tensor Mining with Quality Assessment. | Evangelos E. Papalexakis |
| 2015 | EMNLP | Translation Invariant Word Embeddings. | Kejun Huang, Matt Gardner, Evangelos E. Papalexakis, Christos Faloutsos, Nikos D. Sidiropoulos, Tom M. Mitchell, Partha Pratim Talukdar, Xiao Fu |
| 2015 | ICASSP | Fast efficient and scalable Core Consistency Diagnostic for the parafac decomposition for big sparse tensors. | Evangelos E. Papalexakis, Christos Faloutsos |
| 2015 | ICDE | HaTen2: Billion-scale tensor decompositions. | Inah Jeon, Evangelos E. Papalexakis, U Kang, Christos Faloutsos |
| 2015 | ICDM | Education, Learning and Information Theory. | Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos |
| 2015 | KDD | Whither Social Networks for Web Search? | Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis |
| 2015 | WWW | A Study of Distinctiveness in Web Results of Two Search Engines. | Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis |
| 2015 | WWW | Remix in 3D Printing: What your Sources say About You. | Spiros E. Papadimitriou, Evangelos E. Papalexakis, Bin Liu, Hui Xiong |
| 2015 | WWW | Understanding Multilingual Social Networks in Online Immigrant Communities. | Evangelos E. Papalexakis, A. Seza Dogruz |
| 2015 | SDM | Principled Neuro-Functional Connectivity Discovery. | Kejun Huang, Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos, Partha Pratim Talukdar, Tom M. Mitchell |
| 2014 | ICASSP | A parallel algorithm for big tensor decomposition using randomly compressed cubes (PARACOMP). | Nikos D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos |
| 2014 | KDD | Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments. | Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos |
| 2014 | PAKDD | Com2: Fast Automatic Discovery of Temporal ('Comet') Communities. | Miguel Araujo, Spiros Papadimitriou, Stephan Gnnemann, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra |
| 2014 | PAKDD | MalSpot: Multi2 Malicious Network Behavior Patterns Analysis. | Ching-Hao Mao, Chung-Jung Wu, Evangelos E. Papalexakis, Christos Faloutsos, Kuo-Chen Lee, Tien-Cheu Kao |
| 2014 | WWW | Contextual insights. | Ariel Fuxman, Patrick Pantel, Yuanhua Lv, Ashok K. Chandra, Pradeep Chilakamarri, Michael Gamon, David Hamilton, Bernhard Kohlmeier, Dhyanesh Narayanan, Evangelos E. Papalexakis, Bo Zhao |
| 2014 | WWW | Spotting misbehaviors in location-based social networks using tensors. | Evangelos E. Papalexakis, Konstantinos Pelechrinis, Christos Faloutsos |
| 2014 | SDM | FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop. | Alex Beutel, Partha Pratim Talukdar, Abhimanu Kumar, Christos Faloutsos, Evangelos E. Papalexakis, Eric P. Xing |
| 2014 | SDM | Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x. | Evangelos E. Papalexakis, Christos Faloutsos, Tom M. Mitchell, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Brian Murphy |
| 2013 | FUSION | Do more views of a graph help? Community detection and clustering in multi-graphs. | Evangelos E. Papalexakis, Leman Akoglu, Dino Ienco |
| 2013 | PAKDD | F-Trail: Finding Patterns in Taxi Trajectories. | Yasuko Matsubara, Lei Li, Evangelos E. Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos |
| 2013 | SDM | NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks. | Petko Bogdanov, Christos Faloutsos, Misael Mongiov, Evangelos E. Papalexakis, Razvan Ranca, Ambuj K. Singh |
| 2012 | KDD | GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries. | U Kang, Evangelos E. Papalexakis, Abhay Harpale, Christos Faloutsos |
| 2012 | SIGMOD | SigSpot: mining significant anomalous regions from time-evolving networks (abstract only). | Misael Mongiov, Petko Bogdanov, Razvan Ranca, Ambuj K. Singh, Evangelos E. Papalexakis, Christos Faloutsos |
| 2011 | ICASSP | Co-clustering as multilinear decomposition with sparse latent factors. | Evangelos E. Papalexakis, Nicholas D. Sidiropoulos |
| 2010 | ICDM | Reviewer Profiling Using Sparse Matrix Regression. | Evangelos E. Papalexakis, Nicholas D. Sidiropoulos, Minos N. Garofalakis |