Evangelos E. Papalexakis

242 papers A* 15A 33B 27C 1Misc 7Journal 104Unranked 53

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	A Preliminary Agentic Framework for Matrix Deflation. WSDM Paimon Goulart, Evangelos E. Papalexakis
2026	J	`jnl`	A Preliminary Agentic Framework for Matrix Deflation. CoRR Paimon Goulart, Evangelos E. Papalexakis
2026	A	`conf`	A Real-Time System to Populate FRA Form 57 from News. WSDM Chansong Lim, Haz Sameen Shahgir, Yue Dong, Jia Chen, Evangelos E. Papalexakis
2026	J	`jnl`	Discrete Stochastic Localization for Non-autoregressive Generation. CoRR Yunshu Wu, Jiayi Cheng, Partha Thakuria, Rob Brekelmans, Evangelos E. Papalexakis, Greg Ver Steeg
2026	J	`jnl`	Extracting and Analyzing Rail Crossing Behavior Signatures from Videos using Tensor Methods. CoRR Dawon Ahn, Het Patel, Aemal Khattak, Jia Chen, Evangelos E. Papalexakis
2026	J	`jnl`	Jailbreaking Leaves a Trace: Understanding and Detecting Jailbreak Attacks from Internal Representations of Large Language Models. CoRR Sri Durga Sai Sowmya Kadali, Evangelos E. Papalexakis
2026	A	`conf`	Multi-view Graph Condensation via Tensor Decomposition. WSDM Nícolas Roque dos Santos, Dawon Ahn, Diego Minatel, Alneu de Andrade Lopes, Evangelos E. Papalexakis
2026	A	`conf`	Preliminary Use of Vision Language Model Driven Extraction of Mouse Behavior Towards Understanding Fear Expression. WSDM Paimon Goulart, Jordan Steinhauser, Kylene Shuler, Edward Korzus, Jia Chen, Evangelos E. Papalexakis
2026	J	`jnl`	Tensor Methods: A Unified and Interpretable Approach for Material Design. CoRR Shaan Pakala, Aldair E. Gongora, Brian Giera, Evangelos E. Papalexakis
2026	J	`jnl`	Transforming Behavioral Neuroscience Discovery with In-Context Learning and AI-Enhanced Tensor Methods. CoRR Paimon Goulart, Jordan Steinhauser, Dawon Ahn, Kylene Shuler, Edward Korzus, Jia Chen, Evangelos E. Papalexakis
2025	—	`conf`	A Case Study of Low Ranked Self-Expressive Structures in Neural Network Representations. CPAL Uday Singh Saini, William Shiao, Yahya Sattar, Yogesh Dahiya, Samet Oymak, Evangelos E. Papalexakis
2025	J	`jnl`	A Real-Time System to Populate FRA Form 57 from News. CoRR Chansong Lim, Haz Sameen Shahgir, Yue Dong, Jia Chen, Evangelos E. Papalexakis
2025	—	`conf`	ACTGNN: Assessment of Clustering Tendency with Synthetically-Trained Graph Neural Networks. PAKDD (1) Yiran Luo, Evangelos E. Papalexakis
2025	J	`jnl`	ACTGNN: Assessment of Clustering Tendency with Synthetically-Trained Graph Neural Networks. CoRR Yiran Luo, Evangelos E. Papalexakis
2025	J	`jnl`	AD-SAM: Fine-Tuning the Segment Anything Vision Foundation Model for Autonomous Driving Perception. CoRR Mario Camarena, Het Patel, Fatemeh Nazari, Evangelos E. Papalexakis, Mohamadhossein Noruzoliaee, Jia Chen
2025	J	`jnl`	Beyond ROUGE: N-Gram Subspace Features for LLM Hallucination Detection. CoRR Jerry Li, Evangelos E. Papalexakis
2025	A	`conf`	CoCoTen: Detecting Adversarial Inputs to Large Language Models through Latent Space Features of Contextual Co-occurrence Tensors. CIKM Sri Durga Sai Sowmya Kadali, Evangelos E. Papalexakis
2025	J	`jnl`	CoCoTen: Detecting Adversarial Inputs to Large Language Models through Latent Space Features of Contextual Co-occurrence Tensors. CoRR Sri Durga Sai Sowmya Kadali, Evangelos E. Papalexakis
2025	J	`jnl`	Do Internal Layers of LLMs Reveal Patterns for Jailbreak Detection? CoRR Sri Durga Sai Sowmya Kadali, Evangelos E. Papalexakis
2025	J	`jnl`	Efficiently Generating Multidimensional Calorimeter Data with Tensor Decomposition Parameterization. CoRR Paimon Goulart, Shaan Pakala, Evangelos E. Papalexakis
2025	—	`conf`	ExpertGenQA: Open-ended QA generation in Specialized Domains. EMNLP (Findings) Haz Sameen Shahgir, Chansong Lim, Jia Chen, Evangelos E. Papalexakis, Yue Dong
2025	J	`jnl`	ExpertGenQA: Open-ended QA generation in Specialized Domains. CoRR Haz Sameen Shahgir, Chansong Lim, Jia Chen, Evangelos E. Papalexakis, Yue Dong
2025	B	`conf`	FedBand: Adaptive Federated Learning Under Strict Bandwidth Constraints. ICCCN Taghreed Alanazi, Abdulrahman Fahim, Muntaka Ibnath, Basak Guler, Amit K. Roy-Chowdhury, Ananthram Swami, Evangelos E. Papalexakis, Srikanth V. Krishnamurthy
2025	J	`jnl`	Global and Local Structure Learning for Sparse Tensor Completion. CoRR Dawon Ahn, Evangelos E. Papalexakis
2025	J	`jnl`	Graph Neural Networks for Interferometer Simulations. CoRR Sidharth Kannan, Pooyan Goodarzi, Evangelos E. Papalexakis, Jonathan W. Richardson
2025	—	`conf`	Improving Group Fairness in Tensor Completion via Imbalance Mitigating Entity Augmentation. PAKDD (2) Dawon Ahn, Jun-Gi Jang, Evangelos E. Papalexakis
2025	J	`jnl`	Improving Group Fairness in Tensor Completion via Imbalance Mitigating Entity Augmentation. CoRR Dawon Ahn, Jun-Gi Jang, Evangelos E. Papalexakis
2025	—	`conf`	Improving Out-of-Vocabulary Hashing in Recommendation Systems. WWW (Companion Volume) William Shiao, Mingxuan Ju, Zhichun Guo, Xin Chen, Evangelos E. Papalexakis, Tong Zhao, Neil Shah, Yozen Liu
2025	A	`conf`	Multi-View Spectral Clustering for Graphs with Multiple View Structures. SDM Yorgos Tsitsikas, Evangelos E. Papalexakis
2025	J	`jnl`	Multi-View Spectral Clustering for Graphs with Multiple View Structures. CoRR Yorgos Tsitsikas, Evangelos E. Papalexakis
2025	J	`jnl`	Multi-view Graph Condensation via Tensor Decomposition. CoRR Nícolas Roque dos Santos, Dawon Ahn, Diego Minatel, Alneu de Andrade Lopes, Evangelos E. Papalexakis
2025	J	`jnl`	Preliminary Use of Vision Language Model Driven Extraction of Mouse Behavior Towards Understanding Fear Expression. CoRR Paimon Goulart, Jordan Steinhauser, Kylene Shuler, Edward Korzus, Jia Chen, Evangelos E. Papalexakis
2025	J	`jnl`	Robust Vision-Language Models via Tensor Decomposition: A Defense Against Adversarial Attacks. CoRR Het Patel, Muzammil Allie, Qian Zhang, Jia Chen, Evangelos E. Papalexakis
2025	J	`jnl`	Surrogate Modeling for the Design of Optimal Lattice Structures using Tensor Completion. CoRR Shaan Pakala, Aldair E. Gongora, Brian Giera, Evangelos E. Papalexakis
2025	—	`conf`	TRAWL: Tensor Reduced and Approximated Weights for Large Language Models. PAKDD (7) Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis
2025	J	`jnl`	Tensor Completion for Surrogate Modeling of Material Property Prediction. CoRR Shaan Pakala, Dawon Ahn, Evangelos E. Papalexakis
2024	A	`conf`	Analysis of Causal and Non-Causal Convolution Networks for Time Series Classification. SDM Uday Singh Saini, Zhongfang Zhuang, Chin-Chia Michael Yeh, Wei Zhang, Evangelos E. Papalexakis
2024	B	`conf`	Automating Data Science Pipelines with Tensor Completion. IEEE Big Data Shaan Pakala, Bryce Graw, Dawon Ahn, Tam Dinh, Mehnaz Tabassum Mahin, Vassilis J. Tsotras, Jia Chen, Evangelos E. Papalexakis
2024	J	`jnl`	Automating Data Science Pipelines with Tensor Completion. CoRR Shaan Pakala, Bryce Graw, Dawon Ahn, Tam Dinh, Mehnaz Tabassum Mahin, Vassilis J. Tsotras, Jia Chen, Evangelos E. Papalexakis
2024	B	`conf`	Can a Large Language Model Learn Matrix Functions In Context? IEEE Big Data Paimon Goulart, Evangelos E. Papalexakis
2024	J	`jnl`	Can a Large Language Model Learn Matrix Functions In Context? CoRR Paimon Goulart, Evangelos E. Papalexakis
2024	—	`conf`	Compact Interpretable Tensor Graph Multi-Modal News Embeddings. WWW (Companion Volume) Dawon Ahn, William Shiao, Arindam Khaled, Andrew Bauer, Stefanos Poulis, Evangelos E. Papalexakis
2024	J	`jnl`	Correction: FRAPPE: fast rank approximation with explainable features for tensors. Data Min. Knowl. Discov. William Shiao, Evangelos E. Papalexakis
2024	J	`jnl`	Cross-Task Defense: Instruction-Tuning LLMs for Content Safety. CoRR Yu Fu, Wen Xiao, Jia Chen, Jiachen Li, Evangelos E. Papalexakis, Aichi Chien, Yue Dong
2024	A	`conf`	DNS Exfiltration Guided by Generative Adversarial Networks. EuroS&P Abdulrahman Fahim, Shitong Zhu, Zhiyun Qian, Chengyu Song, Evangelos E. Papalexakis, Supriyo Chakraborty, Kevin S. Chan, Paul L. Yu, Trent Jaeger, Srikanth V. Krishnamurthy
2024	J	`jnl`	FRAPPE: fast rank approximation with explainable features for tensors. Data Min. Knowl. Discov. William Shiao, Evangelos E. Papalexakis
2024	—	`conf`	GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method. WWW (Companion Volume) Zubair Qazi, William Shiao, Evangelos E. Papalexakis
2024	J	`jnl`	GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method. CoRR Zubair Qazi, William Shiao, Evangelos E. Papalexakis
2024	B	`conf`	Global and Local Structure Learning for Sparse Tensor Completion. IEEE Big Data Dawon Ahn, Evangelos E. Papalexakis
2024	J	`jnl`	Improving Out-of-Vocabulary Handling in Recommendation Systems. CoRR William Shiao, Mingxuan Ju, Zhichun Guo, Xin Chen, Evangelos E. Papalexakis, Tong Zhao, Neil Shah, Yozen Liu
2024	A	`conf`	Multi-Graph Explorer: A Framework for Advanced Multi-Graph Analysis and Method Development. CIKM Yorgos Tsitsikas, Evangelos E. Papalexakis
2024	B	`conf`	Multivariate Time Series Clustering for Environmental State Characterization of Ground-Based Gravitational-Wave Detectors. IEEE Big Data Rutuja Gurav, Isaac Kelly, Pooyan Goodarzi, Anamaria Effler, Barry C. Barish, Evangelos E. Papalexakis, Jonathan W. Richardson
2024	J	`jnl`	Multivariate Time Series Clustering for Environmental State Characterization of Ground-Based Gravitational-Wave Detectors. CoRR Rutuja Gurav, Isaac Kelly, Pooyan Goodarzi, Anamaria Effler, Barry C. Barish, Evangelos E. Papalexakis, Jonathan W. Richardson
2024	A	`conf`	Neural Additive Tensor Decomposition for Sparse Tensors. CIKM Dawon Ahn, Uday Singh Saini, Evangelos E. Papalexakis, Ali Payani
2024	—	`conf`	Project or Factorize? A Case Study of Multiview CCA and PARAFAC2 Tensor Factorization. IEEECONF Jia Chen, Evangelos E. Papalexakis
2024	J	`jnl`	Synthetic data for learning-based knowledge discovery. SIGKDD Explor. William Shiao, Evangelos E. Papalexakis
2024	J	`jnl`	TRAWL: Tensor Reduced and Approximated Weights for Large Language Models. CoRR Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis
2024	J	`jnl`	TenGAN: adversarially generating multiplex tensor graphs. Data Min. Knowl. Discov. William Shiao, Benjamin A. Miller, Kevin Chan, Paul L. Yu, Tina Eliassi-Rad, Evangelos E. Papalexakis
2024	J	`jnl`	Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training. CoRR Yunshu Wu, Yingtao Luo, Xianghao Kong, Evangelos E. Papalexakis, Greg Ver Steeg
2023	J	`jnl`	AcTrak: Controlling a Steerable Surveillance Camera using Reinforcement Learning. ACM Trans. Cyber Phys. Syst. Abdulrahman Fahim, Evangelos E. Papalexakis, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury, Lance M. Kaplan, Tarek F. Abdelzaher
2023	A*	`conf`	CARL-G: Clustering-Accelerated Representation Learning on Graphs. KDD William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis
2023	J	`jnl`	CARL-G: Clustering-Accelerated Representation Learning on Graphs. CoRR William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis
2023	J	`jnl`	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 Rutuja Gurav, Het Patel, Zhuocheng Shang, Ahmed Eldawy, Jia Chen, Elia Scudiero, Evangelos E. Papalexakis
2023	A	`conf`	Harvester: Principled Factorization-based Temporal Tensor Granularity Estimation. SDM Ravdeep S. Pasricha, Uday Singh Saini, Nicholas D. Sidiropoulos, Fei Fang, Kevin Chan, Evangelos E. Papalexakis
2023	A*	`conf`	Link Prediction with Non-Contrastive Learning. ICLR William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah
2023	J	`jnl`	Towards Aligned Canonical Correlation Analysis: Preliminary Formulation and Proof-of-Concept Results. CoRR Biqian Cheng, Evangelos E. Papalexakis, Jia Chen
2022	J	`jnl`	Adaptive granularity in tensors: A quest for interpretable structure. Frontiers Big Data Ravdeep S. Pasricha, Ekta Gujral, Evangelos E. Papalexakis
2022	B	`conf`	Aptera: Automatic PARAFAC2 Tensor Analysis. ASONAM Ekta Gujral, Evangelos E. Papalexakis
2022	J	`jnl`	BigEye: Detection and Summarization of Key Global Events From Distributed Crowdsensed Data. IEEE Internet Things J. Abdulrahman Fahim, Ajaya Neupane, Evangelos E. Papalexakis, Lance M. Kaplan, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher
2022	J	`jnl`	FRAPPE: F̲ast R̲a̲nk A̲p̲p̲roximation with E̲xplainable Features for Tensors. CoRR William Shiao, Evangelos E. Papalexakis
2022	B	`conf`	IKEA: Unsupervised domain-specific keyword-expansion. ASONAM Joobin Gharibshah, Jakapun Tachaiya, Arman Irani, Evangelos E. Papalexakis, Michalis Faloutsos
2022	J	`jnl`	Link Prediction with Non-Contrastive Learning. CoRR William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah
2022	B	`conf`	Low-rank Defenses Against Adversarial Attacks in Recommender Systems. IEEE Big Data Negin Entezari, Evangelos E. Papalexakis
2022	J	`jnl`	MAVIPER: Learning Decision Tree Policies for Interpretable Multi-Agent Reinforcement Learning. CoRR Stephanie Milani, Zhicheng Zhang, Nicholay Topin, Zheyuan Ryan Shi, Charles A. Kamhoua, Evangelos E. Papalexakis, Fei Fang
2022	—	`conf`	MAVIPER: Learning Decision Tree Policies for Interpretable Multi-agent Reinforcement Learning. ECML/PKDD (4) Stephanie Milani, Zhicheng Zhang, Nicholay Topin, Zheyuan Ryan Shi, Charles A. Kamhoua, Evangelos E. Papalexakis, Fei Fang
2022	B	`conf`	Multi-aspect Matrix Factorization based Visualization of Convolutional Neural Networks. DSAA Uday Singh Saini, Evangelos E. Papalexakis
2022	A	`ed.`	Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022, Alexandria, VA, USA, April 28-30, 2022 SDM Arindam Banerjee, Zhi-Hua Zhou, Evangelos E. Papalexakis, Matteo Riondato
2022	—	`conf`	SV-Learn: Learning Matrix Singular Values with Neural Networks. ICDM (Workshops) Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis
2022	A*	`conf`	TENALIGN: Joint Tensor Alignment and Coupled Factorization. ICDM Yunshu Wu, Uday Singh Saini, Jia Chen, Evangelos E. Papalexakis
2022	J	`jnl`	Task-agnostic representation learning of multimodal twitter data for downstream applications. J. Big Data Ryan Rivas, Sudipta Paul, Vagelis Hristidis, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury
2022	—	`conf`	Tensorshield: Tensor-based Defense Against Adversarial Attacks on Images. MILCOM Negin Entezari, Evangelos E. Papalexakis
2022	—	`conf`	Vec2Node: Self-Training with Tensor Augmentation for Text Classification with Few Labels. ECML/PKDD (2) Sara Abdali, Subhabrata Mukherjee, Evangelos E. Papalexakis
2021	B	`conf`	Adversarially Generating Rank-Constrained Graphs. DSAA William Shiao, Evangelos E. Papalexakis
2021	J	`jnl`	Deepfake Representation with Multilinear Regression. CoRR Sara Abdali, M. Alex O. Vasilescu, Evangelos E. Papalexakis
2021	A	`conf`	Identifying Misinformation from Website Screenshots. ICWSM Sara Abdali, Rutuja Gurav, Siddharth Menon, Daniel Fonseca, Negin Entezari, Neil Shah, Evangelos E. Papalexakis
2021	J	`jnl`	Identifying Misinformation from Website Screenshots. CoRR Sara Abdali, Rutuja Gurav, Siddharth Menon, Daniel Fonseca, Negin Entezari, Neil Shah, Evangelos E. Papalexakis
2021	—	`conf`	KI KnOD@WWW William Shiao, Evangelos E. Papalexakis
2021	J	`jnl`	KNH: Multi-View Modeling with K-Nearest Hyperplanes Graph for Misinformation Detection. CoRR Sara Abdali, Neil Shah, Evangelos E. Papalexakis
2021	—	`conf`	Matrix Profile Index Approximation for Streaming Time Series. IEEE BigData Maryam Shahcheraghi, Trevor Cappon, Samet Oymak, Evangelos E. Papalexakis, Eamonn J. Keogh, Zachary Zimmerman, Philip Brisk
2021	A	`conf`	Mining Bursty Groups from Interaction Data. CIKM Alexander Gorovits, Lin Zhang, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov
2021	A	`conf`	NED: Niche Detection in User Content Consumption Data. CIKM Ekta Gujral, Leonardo Neves, Evangelos E. Papalexakis, Neil Shah
2021	A	`conf`	RecTen: A Recursive Hierarchical Low Rank Tensor Factorization Method to Discover Hierarchical Patterns from Multi-modal Data. ICWSM Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos
2021	—	`conf`	Subspace Clustering Based Analysis of Neural Networks. ECML/PKDD (3) Uday Singh Saini, Pravallika Devineni, Evangelos E. Papalexakis
2021	J	`jnl`	Subspace Clustering Based Analysis of Neural Networks. CoRR Uday Singh Saini, Pravallika Devineni, Evangelos E. Papalexakis
2021	—	`conf`	Tensor-based Complementary Product Recommendation. IEEE BigData Negin Entezari, Evangelos E. Papalexakis, Haixun Wang, Sharath Rao, Shishir Kumar Prasad
2020	A	`conf`	All You Need Is Low (Rank): Defending Against Adversarial Attacks on Graphs. WSDM Negin Entezari, Saba A. Al-Sayouri, Amirali Darvishzadeh, Evangelos E. Papalexakis
2020	J	`jnl`	Analyzing Representations inside Convolutional Neural Networks. CoRR Uday Singh Saini, Evangelos E. Papalexakis
2020	—	`conf`	Anomaly Detection in IoT-Based PIR Occupancy Sensors to Improve Building Energy Efficiency. ISGT Ehsan Samani, Parviz Khaledian, Armin Aligholian, Evangelos E. Papalexakis, Shawn Cun, Masoud H. Nazari, Hamed Mohsenian Rad
2020	A*	`conf`	Beyond Rank-1: Discovering Rich Community Structure in Multi-Aspect Graphs. WWW Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis
2020	Misc	`conf`	C ACSSC Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis
2020	B	`conf`	C ASONAM Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis
2020	—	`conf`	Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. ICDM (Workshops) Jia Chen, Evangelos E. Papalexakis
2020	J	`jnl`	Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. CoRR Jia Chen, Evangelos E. Papalexakis
2020	J	`jnl`	Fast and memory-efficient algorithms for high-order Tucker decomposition. Knowl. Inf. Syst. Jiyuan Zhang, Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu
2020	J	`jnl`	HiJoD: Semi-Supervised Multi-aspect Detection of Misinformation using Hierarchical Joint Decomposition. CoRR Sara Abdali, Neil Shah, Evangelos E. Papalexakis
2020	Misc	`conf`	High-Performance Parallel Radix Sort on FPGA. FCCM Bashar Romanous, Mohammadreza Rezvani, Junjie Huang, Daniel Wong, Evangelos E. Papalexakis, Vassilis J. Tsotras, Walid A. Najjar
2020	Misc	`conf`	L1-Norm RESCAL Decomposition. ACSSC Yorgos Tsitsikas, Dimitris G. Chachlakis, Evangelos E. Papalexakis, Panos P. Markopoulos
2020	—	`conf`	Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization. EMNLP (1) Zhenjie Zhao, Evangelos E. Papalexakis, Xiaojuan Ma
2020	J	`jnl`	NSVD: Normalized Singular Value Deviation Reveals Number of Latent Factors in Tensor Decomposition. Big Data Yorgos Tsitsikas, Evangelos E. Papalexakis
2020	B	`conf`	OnlineBTD: Streaming Algorithms to Track the Block Term Decomposition of Large Tensors. DSAA Ekta Gujral, Evangelos E. Papalexakis
2020	—	`conf`	POPLAR: Parafac2 decOmPosition using auxiLiAry infoRmation. SAM Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis
2020	A	`conf`	REST: A Thread Embedding Approach for Identifying and Classifying User-Specified Information in Security Forums. ICWSM Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos
2020	J	`jnl`	REST: A thread embedding approach for identifying and classifying user-specified information in security forums. CoRR Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos
2020	B	`conf`	RThread: A thread-centric analysis of security forums. ASONAM Jakapun Tachaiya, Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos
2020	J	`jnl`	RecTen: A Recursive Hierarchical Low Rank Tensor Factorization Method to Discover Hierarchical Patterns in Multi-modal Data. CoRR Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos
2020	A	`conf`	SPADE: Streaming PARAFAC2 DEcomposition for Large Datasets. SDM Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis
2020	—	`conf`	Semi-supervised Multi-aspect Detection of Misinformation Using Hierarchical Joint Decomposition. ECML/PKDD (5) Sara Abdali, Neil Shah, Evangelos E. Papalexakis
2020	A	`conf`	SourceFinder: Finding Malware Source-Code from Publicly Available Repositories in GitHub. RAID Md Omar Faruk Rokon, Risul Islam, Ahmad Darki, Evangelos E. Papalexakis, Michalis Faloutsos
2020	B	`conf`	TenFor: A Tensor-Based Tool to Extract Interesting Events from Security Forums. ASONAM Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos
2020	J	`jnl`	TenFor: A Tensor-Based Tool to Extract Interesting Events from Security Forums. CoRR Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos
2020	J	`jnl`	TensorShield: Tensor-based Defense Against Adversarial Attacks on Images. CoRR Negin Entezari, Evangelos E. Papalexakis
2020	B	`conf`	Tensorized Feature Spaces for Feature Explosion. ICPR Ravdeep S. Pasricha, Pravallika Devineni, Evangelos E. Papalexakis, Ramakrishnan Kannan
2020	B	`conf`	Webly Supervised Image-Text Embedding with Noisy Tag Refinement. ICPR Niluthpol Chowdhury Mithun, Ravdeep Pasricha, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury
2020	J	`jnl`	t-PINE: tensor-based predictable and interpretable node embeddings. Soc. Netw. Anal. Min. Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam
2019	J	`jnl`	Adaptive Granularity in Tensors: A Quest for Interpretable Structure. CoRR Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis
2019	—	`conf`	An Empirical Study of Malicious Threads in Security Forums. WWW (Companion Volume) Joobin Gharibshah, Zhabiz Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos
2019	B	`conf`	Edge-Assisted Detection and Summarization of Key Global Events from Distributed Crowd-Sensed Data. IC2E Abdelrahman Fahim, Ajaya Neupane, Evangelos E. Papalexakis, Lance M. Kaplan, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher
2019	J	`jnl`	Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data. IEEE Trans. Knowl. Data Eng. Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha P. Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell
2019	—	`conf`	Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition. EMNLP/IJCNLP (1) Zhenjie Zhao, Andrew Cattle, Evangelos E. Papalexakis, Xiaojuan Ma
2019	—	`conf`	Exploiting the Earth's Spherical Geometry to Geolocate Images. ECML/PKDD (2) Mike Izbicki, Evangelos E. Papalexakis, Vassilis J. Tsotras
2019	—	`conf`	Generating Document Embeddings for Humor Recognition using Tensor Decomposition. IberLEF@SEPLN Andrew Cattle, Zhenjie Zhao, Evangelos E. Papalexakis, Xiaojuan Ma
2019	—	`conf`	Hacd: Hierarchical Agglomerative Community Detection In Social Networks. MLSP Ekta Gujral, Evangelos E. Papalexakis, Georgios Theocharous, Anup B. Rao
2019	A*	`conf`	Matrix Profile XVIII: Time Series Mining in the Face of Fast Moving Streams using a Learned Approximate Matrix Profile. ICDM Zachary Zimmerman, Nader Shakibay Senobari, Gareth J. Funning, Evangelos E. Papalexakis, Samet Oymak, Philip Brisk, Eamonn J. Keogh
2019	—	`conf`	OCTEN: Online Compression-Based Tensor Decomposition. CAMSAP Ekta Gujral, Ravdeep Pasricha, Tianxiong Yang, Evangelos E. Papalexakis
2019	—	`conf`	Robust Multi-Relational Learning With Absolute Projection Rescal. GlobalSIP Dimitris G. Chachlakis, Yorgos Tsitsikas, Evangelos E. Papalexakis, Panos P. Markopoulos
2019	J	`jnl`	SURREAL: Subgraph Robust Representation Learning. Appl. Netw. Sci. Saba A. Al-Sayouri, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam
2019	J	`jnl`	Temporal phenotyping of medically complex children via PARAFAC2 tensor factorization. J. Biomed. Informatics Ioakeim Perros, Evangelos E. Papalexakis, Richard W. Vuduc, Elizabeth Searles, Jimeng Sun
2019	—	`conf`	The Core Consistency of a Compressed Tensor. DSW Georgios Tsitsikas, Evangelos E. Papalexakis
2018	J	`jnl`	A Constrained Coupled Matrix-Tensor Factorization for Learning Time-evolving and Emerging Topics. CoRR Sanaz Bahargam, Evangelos E. Papalexakis
2018	J	`jnl`	A Peek Into the Hidden Layers of a Convolutional Neural Network Through a Factorization Lens. CoRR Uday Singh Saini, Evangelos E. Papalexakis
2018	A	`conf`	Athlytics: Winning in Sports with Data. WSDM Konstantinos Pelechrinis, Evangelos E. Papalexakis
2018	A	`conf`	COPA: Constrained PARAFAC2 for Sparse & Large Datasets. CIKM Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun
2018	J	`jnl`	COPA: Constrained PARAFAC2 for Sparse & Large Datasets. CoRR Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun
2018	B	`conf`	Constrained Coupled Matrix-Tensor Factorization and its Application in Pattern and Topic Detection. ASONAM Sanaz Bahargam, Evangelos E. Papalexakis
2018	—	`conf`	Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition. ECML/PKDD (2) Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis
2018	J	`jnl`	Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition. CoRR Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis
2018	A*	`conf`	LARC: Learning Activity-Regularized Overlapping Communities Across Time. KDD Alexander Gorovits, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov
2018	—	`conf`	Learning Tensor-Based Representations from Brain-Computer Interface Data for Cybersecurity. ECML/PKDD (3) Md. Lutfor Rahman, Sharmistha Bardhan, Ajaya Neupane, Evangelos E. Papalexakis, Chengyu Song
2018	B	`conf`	MIMiS: Minimally Intrusive Mining of Smartphone User Behaviors. ASONAM Pravallika Devineni, Evangelos E. Papalexakis, Kalina Michalska, Michalis Faloutsos
2018	J	`jnl`	MIMiS: Minimally Intrusive Mining of Smartphone User Behaviors. CoRR Pravallika Devineni, Evangelos E. Papalexakis, Kalina Michalska, Michalis Faloutsos
2018	J	`jnl`	Mining actionable information from security forums: the case of malicious IP addresses. CoRR Joobin Gharibshah, Tai-Ching Li, Andre Castro, Konstantinos Pelechrinis, Evangelos E. Papalexakis, Michalis Faloutsos
2018	—	`ch.`	Network Anomaly Detection Using Co-clustering. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Evangelos E. Papalexakis, Alex Beutel, Peter Steenkiste
2018	J	`jnl`	OCTen: Online Compression-based Tensor Decomposition. CoRR Ekta Gujral, Ravdeep Pasricha, Tianxiong Yang, Evangelos E. Papalexakis
2018	—	`conf`	RIPEx: Extracting Malicious IP Addresses from Security Forums Using Cross-Forum Learning. PAKDD (3) Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos
2018	J	`jnl`	RIPEx: Extracting malicious IP addresses from security forums using cross-forum learning. CoRR Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos
2018	J	`jnl`	Representation Learning by Reconstructing Neighborhoods. CoRR Chin-Chia Michael Yeh, Yan Zhu, Evangelos E. Papalexakis, Abdullah Mueen, Eamonn J. Keogh
2018	A	`conf`	SMACD: Semi-supervised Multi-Aspect Community Detection. SDM Ekta Gujral, Evangelos E. Papalexakis
2018	J	`jnl`	SURREAL: SUbgraph Robust REpresentAtion Learning. CoRR Saba A. Al-Sayouri, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam
2018	A*	`conf`	SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. KDD Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun
2018	J	`jnl`	SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. CoRR Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun
2018	A	`conf`	SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. SDM Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis
2018	B	`conf`	Semi-supervised Content-Based Detection of Misinformation via Tensor Embeddings. ASONAM Gisel Bastidas Guacho, Sara Abdali, Neil Shah, Evangelos E. Papalexakis
2018	J	`jnl`	Semi-supervised Content-based Detection of Misinformation via Tensor Embeddings. CoRR Gisel Bastidas Guacho, Sara Abdali, Neil Shah, Evangelos E. Papalexakis
2018	J	`jnl`	The Exact Solution to Rank-1 L1-Norm TUCKER2 Decomposition. IEEE Signal Process. Lett. Panos P. Markopoulos, Dimitris G. Chachlakis, Evangelos E. Papalexakis
2018	J	`jnl`	The core consistency of a compressed tensor. CoRR Georgios Tsitsikas, Evangelos E. Papalexakis
2018	J	`jnl`	TrollSpot: Detecting misbehavior in commenting platforms. CoRR Tai-Ching Li, Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos
2018	A*	`conf`	Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval. ACM Multimedia Niluthpol Chowdhury Mithun, Rameswar Panda, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury
2018	J	`jnl`	Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval. CoRR Niluthpol Chowdhury Mithun, Rameswar Panda, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury
2018	J	`jnl`	t-PINE: Tensor-based Predictable and Interpretable Node Embeddings. CoRR Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam
2018	B	`conf`	t-PNE: Tensor-Based Predictable Node Embeddings. ASONAM Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam
2018	A	`conf`	tHoops: A Multi-Aspect Analytical Framework for Spatio-Temporal Basketball Data. CIKM Evangelos E. Papalexakis, Konstantinos Pelechrinis
2017	J	`jnl`	Balancing Interpretability and Predictive Accuracy for Unsupervised Tensor Mining. CoRR Ishmam Zabir, Evangelos E. Papalexakis
2017	Misc	`conf`	Balancing interpretability and predictive accuracy for unsupervised tensor mining. ACSSC Ishmam Zabir, Evangelos E. Papalexakis
2017	A	`conf`	BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals. SDM Xiao Fu, Kejun Huang, Otilia Stretcu, Hyun Ah Song, Evangelos E. Papalexakis, Partha P. Talukdar, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Barnabás Póczos
2017	—	`conf`	Data mining based on random forest model to predict the California ISO day-ahead market prices. ISGT Ashkan Sadeghi-Mobarakeh, Mahdi Kohansal, Evangelos E. Papalexakis, Hamed Mohsenian Rad
2017	—	`conf`	Exploration of Social and Web Image Search Results Using Tensor Decomposition. CVPR Workshops Liuqing Yang, Evangelos E. Papalexakis
2017	J	`jnl`	Homogeneity in Web Search Results: Diagnosis and Mitigation. ACM Trans. Intell. Syst. Technol. Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis
2017	B	`conf`	InferIP: Extracting actionable information from security discussion forums. ASONAM Joobin Gharibshah, Tai-Ching Li, Maria Solanas Vanrell, Andre Castro, Konstantinos Pelechrinis, Evangelos E. Papalexakis, Michalis Faloutsos
2017	A	`conf`	Jaal: Towards Network Intrusion Detection at ISP Scale. CoNEXT 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	B	`conf`	One Size Does Not Fit All: Profiling Personalized Time-Evolving User Behaviors. ASONAM Pravallika Devineni, Evangelos E. Papalexakis, Danai Koutra, A. Seza Dogruöz, Michalis Faloutsos
2017	A	`conf`	S-HOT: Scalable High-Order Tucker Decomposition. WSDM Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu
2017	A*	`conf`	SPARTan: Scalable PARAFAC2 for Large & Sparse Data. KDD Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun
2017	J	`jnl`	SPARTan: Scalable PARAFAC2 for Large & Sparse Data. CoRR Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun
2017	J	`jnl`	SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. CoRR Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis
2017	J	`jnl`	Tensor Decomposition for Signal Processing and Machine Learning. IEEE Trans. Signal Process. Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos
2017	J	`jnl`	Tensors for Data Mining and Data Fusion: Models, Applications, and Scalable Algorithms. ACM Trans. Intell. Syst. Technol. Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos
2017	J	`jnl`	The Exact Solution to Rank-1 L1-norm TUCKER2 Decomposition. CoRR Panos P. Markopoulos, Dimitris G. Chachlakis, Evangelos E. Papalexakis
2017	B	`conf`	TrollSpot: Detecting misbehavior in commenting platforms. ASONAM Tai-Ching Li, Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos
2017	J	`jnl`	tHoops: A Multi-Aspect Analytical Framework Spatio-Temporal Basketball Data Using Tensor Decomposition. CoRR Evangelos E. Papalexakis, Konstantinos Pelechrinis
2016	A	`conf`	Automatic Unsupervised Tensor Mining with Quality Assessment. SDM Evangelos E. Papalexakis
2016	J	`jnl`	Discovery of "comet" communities in temporal and labeled graphs Com Knowl. Inf. Syst. Miguel Araujo, Stephan Günnemann, Spiros Papadimitriou, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra
2016	A*	`conf`	Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis. ICDM Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell
2016	—	`conf`	Matrices, Compression, Learning Curves: Formulation, and the GroupNteach Algorithms. PAKDD (2) Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos
2016	J	`jnl`	Mining billion-scale tensors: algorithms and discoveries. VLDB J. Inah Jeon, Evangelos E. Papalexakis, Christos Faloutsos, Lee Sael, U Kang
2016	J	`jnl`	Overlap in the Web Search Results of Google and Bing. J. Web Sci. Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis
2016	J	`jnl`	Tensor Decomposition for Signal Processing and Machine Learning. CoRR Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos
2016	B	`conf`	Toward Data-Driven Design of Educational Courses: A Feasibility Study. EDM Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis
2016	J	`jnl`	Turbo-SMT: Parallel coupled sparse matrix-Tensor factorizations and applications. Stat. Anal. Data Min. Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy
2016	J	`jnl`	Unsupervised Tensor Mining for Big Data Practitioners. Big Data Evangelos E. Papalexakis, Christos Faloutsos
2015	—	`conf`	A Study of Distinctiveness in Web Results of Two Search Engines. WWW (Companion Volume) Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis
2015	J	`jnl`	Automatic Unsupervised Tensor Mining with Quality Assessment. CoRR Evangelos E. Papalexakis
2015	—	`conf`	Education, Learning and Information Theory. ICDM Workshops Bryan Hooi, Hyun Ah Song, Evangelos E. Papalexakis, Rakesh Agrawal, Christos Faloutsos
2015	Misc	`conf`	Fast efficient and scalable Core Consistency Diagnostic for the parafac decomposition for big sparse tensors. ICASSP Evangelos E. Papalexakis, Christos Faloutsos
2015	A*	`conf`	HaTen2: Billion-scale tensor decompositions. ICDE Inah Jeon, Evangelos E. Papalexakis, U Kang, Christos Faloutsos
2015	—	`conf`	Location based Social Network analysis using Tensors and Signal Processing tools. CAMSAP Evangelos E. Papalexakis, Konstantinos Pelechrinis, Christos Faloutsos
2015	—	`conf`	Overlap Between Google and Bing Web Search Results!: Twitter to the Rescue? COSN Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis
2015	J	`jnl`	ParCube: Sparse Parallelizable CANDECOMP-PARAFAC Tensor Decomposition. ACM Trans. Knowl. Discov. Data Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos
2015	A	`conf`	Principled Neuro-Functional Connectivity Discovery. SDM Kejun Huang, Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos, Partha Pratim Talukdar, Tom M. Mitchell
2015	—	`conf`	Remix in 3D Printing: What your Sources say About You. WWW (Companion Volume) Spiros E. Papadimitriou, Evangelos E. Papalexakis, Bin Liu, Hui Xiong
2015	A*	`conf`	Translation Invariant Word Embeddings. EMNLP Kejun Huang, Matt Gardner, Evangelos E. Papalexakis, Christos Faloutsos, Nikos D. Sidiropoulos, Tom M. Mitchell, Partha Pratim Talukdar, Xiao Fu
2015	—	`conf`	Understanding Multilingual Social Networks in Online Immigrant Communities. WWW (Companion Volume) Evangelos E. Papalexakis, A. Seza Dogruöz
2015	A*	`conf`	Whither Social Networks for Web Search? KDD Rakesh Agrawal, Behzad Golshan, Evangelos E. Papalexakis
2014	Misc	`conf`	A parallel algorithm for big tensor decomposition using randomly compressed cubes (PARACOMP). ICASSP Nikos D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos
2014	—	`conf`	Com2: Fast Automatic Discovery of Temporal ('Comet') Communities. PAKDD (2) Miguel Araujo, Spiros Papadimitriou, Stephan Günnemann, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra
2014	—	`conf`	Contextual insights. WWW (Companion Volume) 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	A	`conf`	FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop. SDM Alex Beutel, Partha Pratim Talukdar, Abhimanu Kumar, Christos Faloutsos, Evangelos E. Papalexakis, Eric P. Xing
2014	J	`jnl`	Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments. Big Data Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos
2014	A*	`conf`	Good-enough brain model: challenges, algorithms and discoveries in multi-subject experiments. KDD Evangelos E. Papalexakis, Alona Fyshe, Nicholas D. Sidiropoulos, Partha Pratim Talukdar, Tom M. Mitchell, Christos Faloutsos
2014	J	`jnl`	HEigen: Spectral Analysis for Billion-Scale Graphs. IEEE Trans. Knowl. Data Eng. U Kang, Brendan Meeder, Evangelos E. Papalexakis, Christos Faloutsos
2014	—	`conf`	MalSpot: Multi2 Malicious Network Behavior Patterns Analysis. PAKDD (1) Ching-Hao Mao, Chung-Jung Wu, Evangelos E. Papalexakis, Christos Faloutsos, Kuo-Chen Lee, Tien-Cheu Kao
2014	—	`ch.`	Network Anomaly Detection Using Co-clustering. Encyclopedia of Social Network Analysis and Mining Evangelos E. Papalexakis, Alex Beutel, Peter Steenkiste
2014	J	`jnl`	Parallel Randomly Compressed Cubes : A scalable distributed architecture for big tensor decomposition. IEEE Signal Process. Mag. Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos
2014	—	`conf`	Predicting Code-switching in Multilingual Communication for Immigrant Communities. CodeSwitch@EMNLP Evangelos E. Papalexakis, Dong Nguyen, A. Seza Dogruöz
2014	J	`jnl`	SharkFin: Spatio-temporal mining of software adoption and penetration. Soc. Netw. Anal. Min. Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng Chau, B. Aditya Prakash, Christos Faloutsos
2014	—	`conf`	Spotting misbehaviors in location-based social networks using tensors. WWW (Companion Volume) Evangelos E. Papalexakis, Konstantinos Pelechrinis, Christos Faloutsos
2014	J	`jnl`	Structure-Revealing Data Fusion. BMC Bioinform. Evrim Acar, Evangelos E. Papalexakis, Gozde Gürdeniz, Morten A. Rasmussen, Anders J. Lawaetz, Mathias Nilsson, Rasmus Bro
2014	—	`conf`	Towards laws of the 3d-printable design web. WebSci Spiros Papadimitriou, Evangelos E. Papalexakis
2014	A	`conf`	Turbo-SMT: Accelerating Coupled Sparse Matrix-Tensor Factorizations by 200x. SDM Evangelos E. Papalexakis, Christos Faloutsos, Tom M. Mitchell, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Brian Murphy
2013	C	`conf`	Do more views of a graph help? Community detection and clustering in multi-graphs. FUSION Evangelos E. Papalexakis, Leman Akoglu, Dino Ienco
2013	—	`conf`	F-Trail: Finding Patterns in Taxi Trajectories. PAKDD (1) Yasuko Matsubara, Lei Li, Evangelos E. Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos
2013	J	`jnl`	From K -Means to Higher-Way Co-Clustering: Multilinear Decomposition With Sparse Latent Factors. IEEE Trans. Signal Process. Evangelos E. Papalexakis, Nicholas D. Sidiropoulos, Rasmus Bro
2013	J	`jnl`	Large Scale Tensor Decompositions: Algorithmic Developments and Applications. IEEE Data Eng. Bull. Evangelos E. Papalexakis, U Kang, Christos Faloutsos, Nicholas D. Sidiropoulos, Abhay Harpale
2013	A	`conf`	NetSpot: Spotting Significant Anomalous Regions on Dynamic Networks. SDM Petko Bogdanov, Christos Faloutsos, Misael Mongiovì, Evangelos E. Papalexakis, Razvan Ranca, Ambuj K. Singh
2013	J	`jnl`	Scoup-SMT: Scalable Coupled Sparse Matrix-Tensor Factorization CoRR Evangelos E. Papalexakis, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Partha Pratim Talukdar, Brian Murphy
2013	B	`conf`	Spatio-temporal mining of software adoption & penetration. ASONAM Evangelos E. Papalexakis, Tudor Dumitras, Duen Horng (Polo) Chau, B. Aditya Prakash, Christos Faloutsos
2012	A*	`conf`	GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries. KDD U Kang, Evangelos E. Papalexakis, Abhay Harpale, Christos Faloutsos
2012	B	`conf`	Network Anomaly Detection Using Co-clustering. ASONAM Evangelos E. Papalexakis, Alex Beutel, Peter Steenkiste
2012	—	`conf`	ParCube: Sparse Parallelizable Tensor Decompositions. ECML/PKDD (1) Evangelos E. Papalexakis, Christos Faloutsos, Nicholas D. Sidiropoulos
2012	—	`conf`	SigSpot: mining significant anomalous regions from time-evolving networks (abstract only). SIGMOD Conference Misael Mongiovì, Petko Bogdanov, Razvan Ranca, Ambuj K. Singh, Evangelos E. Papalexakis, Christos Faloutsos
2012	—	`conf`	TensorSplat: Spotting Latent Anomalies in Time. Panhellenic Conference on Informatics Danai Koutra, Evangelos E. Papalexakis, Christos Faloutsos
2011	Misc	`conf`	Co-clustering as multilinear decomposition with sparse latent factors. ICASSP Evangelos E. Papalexakis, Nicholas D. Sidiropoulos
2010	—	`conf`	Reviewer Profiling Using Sparse Matrix Regression. ICDM Workshops Evangelos E. Papalexakis, Nicholas D. Sidiropoulos, Minos N. Garofalakis