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ORCIDEvangelos E. Papalexakis
Vagelis Papalexakis
Person information
- affiliation: University of California Riverside, CA, USA
- affiliation (former): Carnegie Mellon University, Computer Science Department
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2020 – today
- 2024
[j31]William Shiao
, Benjamin A. Miller, Kevin Chan, Paul L. Yu, Tina Eliassi-Rad, Evangelos E. Papalexakis:
TenGAN: adversarially generating multiplex tensor graphs. Data Min. Knowl. Discov. 38(1): 1-21 (2024)- [j30]William Shiao, Evangelos E. Papalexakis:
FRAPPE: fast rank approximation with explainable features for tensors. Data Min. Knowl. Discov. 38(6): 4217-4232 (2024) - [j29]William Shiao, Evangelos E. Papalexakis:
Correction: FRAPPE: fast rank approximation with explainable features for tensors. Data Min. Knowl. Discov. 38(6): 4238-4239 (2024) - [j28]William Shiao, Evangelos E. Papalexakis:
Synthetic data for learning-based knowledge discovery. SIGKDD Explor. 26(1): 19-23 (2024) - [c120]Dawon Ahn, Uday Singh Saini, Evangelos E. Papalexakis, Ali Payani:
Neural Additive Tensor Decomposition for Sparse Tensors. CIKM 2024: 14-23 - [c119]Yorgos Tsitsikas, Evangelos E. Papalexakis:
Multi-Graph Explorer: A Framework for Advanced Multi-Graph Analysis and Method Development. CIKM 2024: 5284-5288 - [c118]Abdulrahman Fahim, Shitong Zhu, Zhiyun Qian, Chengyu Song, Evangelos E. Papalexakis, Supriyo Chakraborty, Kevin S. Chan, Paul L. Yu, Trent Jaeger, Srikanth V. Krishnamurthy:
DNS Exfiltration Guided by Generative Adversarial Networks. EuroS&P 2024: 580-599 - [c117]Uday Singh Saini, Zhongfang Zhuang, Chin-Chia Michael Yeh, Wei Zhang, Evangelos E. Papalexakis:
Analysis of Causal and Non-Causal Convolution Networks for Time Series Classification. SDM 2024: 797-805 - [c116]Zubair Qazi, William Shiao, Evangelos E. Papalexakis:
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method. WWW (Companion Volume) 2024: 842-846 - [c115]Dawon Ahn, William Shiao, Arindam Khaled, Andrew Bauer, Stefanos Poulis, Evangelos E. Papalexakis:
Compact Interpretable Tensor Graph Multi-Modal News Embeddings. WWW (Companion Volume) 2024: 847-850 - [e3]Shashi Shekhar, Vagelis Papalexakis, Jing Gao, Zhe Jiang, Matteo Riondato:
Proceedings of the 2024 SIAM International Conference on Data Mining, SDM 2024, Houston, TX, USA, April 18-20, 2024. SIAM 2024, ISBN 978-1-61197-803-2 [contents] - [i49]Zubair Qazi, William Shiao, Evangelos E. Papalexakis:
GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method. CoRR abs/2403.07321 (2024) - [i48]William Shiao, Mingxuan Ju, Zhichun Guo, Xin Chen, Evangelos E. Papalexakis, Tong Zhao, Neil Shah, Yozen Liu:
Improving Out-of-Vocabulary Handling in Recommendation Systems. CoRR abs/2403.18280 (2024) - [i47]Yu Fu, Wen Xiao, Jia Chen, Jiachen Li, Evangelos E. Papalexakis, Aichi Chien, Yue Dong:
Cross-Task Defense: Instruction-Tuning LLMs for Content Safety. CoRR abs/2405.15202 (2024) - [i46]Yiran Luo, Het Patel, Yu Fu, Dawon Ahn, Jia Chen, Yue Dong, Evangelos E. Papalexakis:
TRAWL: Tensor Reduced and Approximated Weights for Large Language Models. CoRR abs/2406.17261 (2024) - [i45]Yunshu Wu, Yingtao Luo, Xianghao Kong, Evangelos E. Papalexakis, Greg Ver Steeg:
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training. CoRR abs/2407.08946 (2024) - [i44]Shaan Pakala, Bryce Graw, Dawon Ahn, Tam Dinh, Mehnaz Tabassum Mahin, Vassilis J. Tsotras, Jia Chen, Evangelos E. Papalexakis:
Automating Data Science Pipelines with Tensor Completion. CoRR abs/2410.06408 (2024) - 2023
- [j27]Abdulrahman Fahim, Evangelos E. Papalexakis, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury, Lance M. Kaplan, Tarek F. Abdelzaher:
AcTrak: Controlling a Steerable Surveillance Camera using Reinforcement Learning. ACM Trans. Cyber Phys. Syst. 7(2): 14:1-14:27 (2023) - [c114]William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah:
Link Prediction with Non-Contrastive Learning. ICLR 2023 - [c113]William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis:
CARL-G: Clustering-Accelerated Representation Learning on Graphs. KDD 2023: 2036-2048 - [c112]Ravdeep S. Pasricha, Uday Singh Saini, Nicholas D. Sidiropoulos, Fei Fang, Kevin Chan, Evangelos E. Papalexakis:
Harvester: Principled Factorization-based Temporal Tensor Granularity Estimation. SDM 2023: 82-90 - [i43]William Shiao, Uday Singh Saini, Yozen Liu, Tong Zhao, Neil Shah, Evangelos E. Papalexakis:
CARL-G: Clustering-Accelerated Representation Learning on Graphs. CoRR abs/2306.06936 (2023) - [i42]Rutuja Gurav, Het Patel, Zhuocheng Shang, Ahmed Eldawy, Jia Chen, Elia Scudiero, Evangelos E. Papalexakis:
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 abs/2311.15138 (2023) - [i41]Biqian Cheng, Evangelos E. Papalexakis, Jia Chen:
Towards Aligned Canonical Correlation Analysis: Preliminary Formulation and Proof-of-Concept Results. CoRR abs/2312.00296 (2023) - 2022
- [j26]Ravdeep S. Pasricha, Ekta Gujral, Evangelos E. Papalexakis:
Adaptive granularity in tensors: A quest for interpretable structure. Frontiers Big Data 5 (2022) - [j25]Abdulrahman Fahim, Ajaya Neupane, Evangelos E. Papalexakis, Lance M. Kaplan, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher:
BigEye: Detection and Summarization of Key Global Events From Distributed Crowdsensed Data. IEEE Internet Things J. 9(12): 9749-9765 (2022) - [j24]Ryan Rivas, Sudipta Paul, Vagelis Hristidis, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury:
Task-agnostic representation learning of multimodal twitter data for downstream applications. J. Big Data 9(1): 18 (2022) - [c111]Ekta Gujral, Evangelos E. Papalexakis:
Aptera: Automatic PARAFAC2 Tensor Analysis. ASONAM 2022: 17-21 - [c110]Joobin Gharibshah, Jakapun Tachaiya, Arman Irani, Evangelos E. Papalexakis, Michalis Faloutsos:
IKEA: Unsupervised domain-specific keyword-expansion. ASONAM 2022: 496-503 - [c109]Negin Entezari, Evangelos E. Papalexakis:
Low-rank Defenses Against Adversarial Attacks in Recommender Systems. IEEE Big Data 2022: 5708-5714 - [c108]Uday Singh Saini, Evangelos E. Papalexakis:
Multi-aspect Matrix Factorization based Visualization of Convolutional Neural Networks. DSAA 2022: 1-12 - [c107]Derek Xu, William Shiao, Jia Chen, Evangelos E. Papalexakis:
SV-Learn: Learning Matrix Singular Values with Neural Networks. ICDM (Workshops) 2022: 232-237 - [c106]Yunshu Wu, Uday Singh Saini, Jia Chen, Evangelos E. Papalexakis:
TENALIGN: Joint Tensor Alignment and Coupled Factorization. ICDM 2022: 568-577 - [c105]Negin Entezari, Evangelos E. Papalexakis:
Tensorshield: Tensor-based Defense Against Adversarial Attacks on Images. MILCOM 2022: 999-1004 - [c104]Stephanie Milani, Zhicheng Zhang, Nicholay Topin, Zheyuan Ryan Shi, Charles A. Kamhoua, Evangelos E. Papalexakis, Fei Fang:
MAVIPER: Learning Decision Tree Policies for Interpretable Multi-agent Reinforcement Learning. ECML/PKDD (4) 2022: 251-266 - [c103]Sara Abdali, Subhabrata Mukherjee, Evangelos E. Papalexakis:
Vec2Node: Self-Training with Tensor Augmentation for Text Classification with Few Labels. ECML/PKDD (2) 2022: 571-587 - [e2]Arindam Banerjee, Zhi-Hua Zhou, Evangelos E. Papalexakis, Matteo Riondato:
Proceedings of the 2022 SIAM International Conference on Data Mining, SDM 2022, Alexandria, VA, USA, April 28-30, 2022. SIAM 2022, ISBN 978-1-61197-717-2 [contents] - [i40]Stephanie Milani, Zhicheng Zhang, Nicholay Topin, Zheyuan Ryan Shi, Charles A. Kamhoua, Evangelos E. Papalexakis, Fei Fang:
MAVIPER: Learning Decision Tree Policies for Interpretable Multi-Agent Reinforcement Learning. CoRR abs/2205.12449 (2022) - [i39]William Shiao, Evangelos E. Papalexakis:
FRAPPE: F̲ast R̲a̲nk A̲p̲p̲roximation with E̲xplainable Features for Tensors. CoRR abs/2206.09316 (2022) - [i38]William Shiao, Zhichun Guo, Tong Zhao, Evangelos E. Papalexakis, Yozen Liu, Neil Shah:
Link Prediction with Non-Contrastive Learning. CoRR abs/2211.14394 (2022) - 2021
- [c102]Negin Entezari, Evangelos E. Papalexakis, Haixun Wang, Sharath Rao, Shishir Kumar Prasad:
Tensor-based Complementary Product Recommendation. IEEE BigData 2021: 409-415 - [c101]Maryam Shahcheraghi, Trevor Cappon, Samet Oymak, Evangelos E. Papalexakis, Eamonn J. Keogh, Zachary Zimmerman, Philip Brisk:
Matrix Profile Index Approximation for Streaming Time Series. IEEE BigData 2021: 2775-2784 - [c100]Alexander Gorovits, Lin Zhang, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov:
Mining Bursty Groups from Interaction Data. CIKM 2021: 596-605 - [c99]Ekta Gujral, Leonardo Neves, Evangelos E. Papalexakis, Neil Shah:
NED: Niche Detection in User Content Consumption Data. CIKM 2021: 627-637 - [c98]William Shiao, Evangelos E. Papalexakis:
Adversarially Generating Rank-Constrained Graphs. DSAA 2021: 1-8 - [c97]Sara Abdali, Rutuja Gurav, Siddharth Menon, Daniel Fonseca, Negin Entezari, Neil Shah, Evangelos E. Papalexakis:
Identifying Misinformation from Website Screenshots. ICWSM 2021: 2-13 - [c96]Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos:
RecTen: A Recursive Hierarchical Low Rank Tensor Factorization Method to Discover Hierarchical Patterns from Multi-modal Data. ICWSM 2021: 230-241 - [c95]Uday Singh Saini, Pravallika Devineni, Evangelos E. Papalexakis:
Subspace Clustering Based Analysis of Neural Networks. ECML/PKDD (3) 2021: 697-712 - [c94]Mariam Salloum, Daniel R. Jeske, Wenxiu Ma, Vagelis Papalexakis, Christian R. Shelton, Vassilis J. Tsotras, Shuheng Zhou:
Developing an Interdisciplinary Data Science Program. SIGCSE 2021: 509-515 - [c93]William Shiao, Evangelos E. Papalexakis:
KI2TE: Knowledge-Infused InterpreTable Embeddings for COVID-19 Misinformation Detection. KnOD@WWW 2021 - [e1]Yixin Chen, Heiko Ludwig, Yicheng Tu, Usama M. Fayyad, Xingquan Zhu, Xiaohua Hu, Suren Byna, Xiong Liu, Jianping Zhang, Shirui Pan, Vagelis Papalexakis, Jianwu Wang, Alfredo Cuzzocrea, Carlos Ordonez:
2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021. IEEE 2021, ISBN 978-1-6654-3902-2 [contents] - [i37]Sara Abdali, Rutuja Gurav, Siddharth Menon, Daniel Fonseca, Negin Entezari, Neil Shah, Evangelos E. Papalexakis:
Identifying Misinformation from Website Screenshots. CoRR abs/2102.07849 (2021) - [i36]Sara Abdali, Neil Shah, Evangelos E. Papalexakis:
KNH: Multi-View Modeling with K-Nearest Hyperplanes Graph for Misinformation Detection. CoRR abs/2102.07857 (2021) - [i35]Uday Singh Saini, Pravallika Devineni, Evangelos E. Papalexakis:
Subspace Clustering Based Analysis of Neural Networks. CoRR abs/2107.01296 (2021) - [i34]Sara Abdali, M. Alex O. Vasilescu, Evangelos E. Papalexakis:
Deepfake Representation with Multilinear Regression. CoRR abs/2108.06702 (2021) - 2020
- [j23]Yorgos Tsitsikas, Evangelos E. Papalexakis:
NSVD: Normalized Singular Value Deviation Reveals Number of Latent Factors in Tensor Decomposition. Big Data 8(5): 412-430 (2020) - [j22]Jiyuan Zhang, Jinoh Oh, Kijung Shin, Evangelos E. Papalexakis, Christos Faloutsos, Hwanjo Yu:
Fast and memory-efficient algorithms for high-order Tucker decomposition. Knowl. Inf. Syst. 62(7): 2765-2794 (2020) - [j21]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) - [c92]Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis:
C3 APTION: Constraint Coupled CP And PARAFAC2 Tensor Decompostion. ACSSC 2020: 187-190 - [c91]Yorgos Tsitsikas, Dimitris G. Chachlakis, Evangelos E. Papalexakis, Panos P. Markopoulos:
L1-Norm RESCAL Decomposition. ACSSC 2020: 940-944 - [c90]Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis:
C3 APTION: Constrainted Coupled CP and PARAFAC2 Tensor Decomposition. ASONAM 2020: 401-408 - [c89]Jakapun Tachaiya, Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
RThread: A thread-centric analysis of security forums. ASONAM 2020: 473-477 - [c88]Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos:
TenFor: A Tensor-Based Tool to Extract Interesting Events from Security Forums. ASONAM 2020: 515-522 - [c87]Ekta Gujral, Evangelos E. Papalexakis:
OnlineBTD: Streaming Algorithms to Track the Block Term Decomposition of Large Tensors. DSAA 2020: 168-177 - [c86]Zhenjie Zhao, Evangelos E. Papalexakis, Xiaojuan Ma:
Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization. EMNLP (1) 2020: 3293-3298 - [c85]Bashar Romanous, Mohammadreza Rezvani, Junjie Huang, Daniel Wong, Evangelos E. Papalexakis, Vassilis J. Tsotras, Walid A. Najjar:
High-Performance Parallel Radix Sort on FPGA. FCCM 2020: 224 - [c84]Jia Chen, Evangelos E. Papalexakis:
Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. ICDM (Workshops) 2020: 561-563 - [c83]Ravdeep S. Pasricha, Pravallika Devineni, Evangelos E. Papalexakis, Ramakrishnan Kannan:
Tensorized Feature Spaces for Feature Explosion. ICPR 2020: 6298-6304 - [c82]Niluthpol Chowdhury Mithun, Ravdeep Pasricha, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury:
Webly Supervised Image-Text Embedding with Noisy Tag Refinement. ICPR 2020: 7454-7461 - [c81]Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
REST: A Thread Embedding Approach for Identifying and Classifying User-Specified Information in Security Forums. ICWSM 2020: 217-228 - [c80]Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis:
POPLAR: Parafac2 decOmPosition using auxiLiAry infoRmation. SAM 2020: 1-5 - [c79]Ehsan Samani, Parviz Khaledian, Armin Aligholian, Evangelos E. Papalexakis, Shawn Cun, Masoud H. Nazari, Hamed Mohsenian Rad:
Anomaly Detection in IoT-Based PIR Occupancy Sensors to Improve Building Energy Efficiency. ISGT 2020: 1-5 - [c78]Sara Abdali, Neil Shah, Evangelos E. Papalexakis:
Semi-supervised Multi-aspect Detection of Misinformation Using Hierarchical Joint Decomposition. ECML/PKDD (5) 2020: 406-422 - [c77]Md Omar Faruk Rokon, Risul Islam, Ahmad Darki, Evangelos E. Papalexakis, Michalis Faloutsos:
SourceFinder: Finding Malware Source-Code from Publicly Available Repositories in GitHub. RAID 2020: 149-163 - [c76]Ekta Gujral, Georgios Theocharous, Evangelos E. Papalexakis:
SPADE: Streaming PARAFAC2 DEcomposition for Large Datasets. SDM 2020: 577-585 - [c75]Yorgos Tsitsikas, Evangelos E. Papalexakis:
NSVD: Normalized Singular Value Deviation Reveals Number of Latent Factors in Tensor Decomposition. SDM 2020: 667-675 - [c74]Negin Entezari, Saba A. Al-Sayouri, Amirali Darvishzadeh, Evangelos E. Papalexakis:
All You Need Is Low (Rank): Defending Against Adversarial Attacks on Graphs. WSDM 2020: 169-177 - [c73]Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis:
Beyond Rank-1: Discovering Rich Community Structure in Multi-Aspect Graphs. WWW 2020: 452-462 - [i33]Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
REST: A thread embedding approach for identifying and classifying user-specified information in security forums. CoRR abs/2001.02660 (2020) - [i32]Negin Entezari, Evangelos E. Papalexakis:
TensorShield: Tensor-based Defense Against Adversarial Attacks on Images. CoRR abs/2002.10252 (2020) - [i31]Sara Abdali, Neil Shah, Evangelos E. Papalexakis:
HiJoD: Semi-Supervised Multi-aspect Detection of Misinformation using Hierarchical Joint Decomposition. CoRR abs/2005.04310 (2020) - [i30]Md Omar Faruk Rokon, Risul Islam, Ahmad Darki, Vagelis Papalexakis, Michalis Faloutsos:
SourceFinder: Finding Malware Source-Code from Publicly Available Repositories. CoRR abs/2005.14311 (2020) - [i29]Jia Chen, Evangelos E. Papalexakis:
Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk. CoRR abs/2008.07672 (2020) - [i28]Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos:
TenFor: A Tensor-Based Tool to Extract Interesting Events from Security Forums. CoRR abs/2011.07226 (2020) - [i27]Risul Islam, Md Omar Faruk Rokon, Evangelos E. Papalexakis, Michalis Faloutsos:
RecTen: A Recursive Hierarchical Low Rank Tensor Factorization Method to Discover Hierarchical Patterns in Multi-modal Data. CoRR abs/2011.07363 (2020) - [i26]Uday Singh Saini, Evangelos E. Papalexakis:
Analyzing Representations inside Convolutional Neural Networks. CoRR abs/2012.12516 (2020)
2010 – 2019
- 2019
- [j20]Saba A. Al-Sayouri, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam:
SURREAL: Subgraph Robust Representation Learning. Appl. Netw. Sci. 4(1): 88:1-88:20 (2019) - [j19]Ioakeim Perros, Evangelos E. Papalexakis, Richard W. Vuduc, Elizabeth Searles, Jimeng Sun:
Temporal phenotyping of medically complex children via PARAFAC2 tensor factorization. J. Biomed. Informatics 93 (2019) - [j18]Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha P. Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell:
Efficient and Distributed Generalized Canonical Correlation Analysis for Big Multiview Data. IEEE Trans. Knowl. Data Eng. 31(12): 2304-2318 (2019) - [c72]Ekta Gujral, Ravdeep Pasricha, Tianxiong Yang, Evangelos E. Papalexakis:
OCTEN: Online Compression-Based Tensor Decomposition. CAMSAP 2019: 455-459 - [c71]Mike Izbicki, Vagelis Papalexakis, Vassilis J. Tsotras:
Geolocating Tweets in any Language at any Location. CIKM 2019: 89-98 - [c70]Georgios Tsitsikas, Evangelos E. Papalexakis:
The Core Consistency of a Compressed Tensor. DSW 2019: 1-5 - [c69]Zhenjie Zhao, Andrew Cattle, Evangelos E. Papalexakis, Xiaojuan Ma:
Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition. EMNLP/IJCNLP (1) 2019: 6375-6380 - [c68]Dimitris G. Chachlakis, Yorgos Tsitsikas, Evangelos E. Papalexakis, Panos P. Markopoulos:
Robust Multi-Relational Learning With Absolute Projection Rescal. GlobalSIP 2019: 1-5 - [c67]Abdelrahman Fahim, Ajaya Neupane, Evangelos E. Papalexakis, Lance M. Kaplan, Srikanth V. Krishnamurthy, Tarek F. Abdelzaher:
Edge-Assisted Detection and Summarization of Key Global Events from Distributed Crowd-Sensed Data. IC2E 2019: 76-85 - [c66]Zachary Zimmerman, Nader Shakibay Senobari, Gareth J. Funning, Evangelos E. Papalexakis, Samet Oymak, Philip Brisk, Eamonn J. Keogh:
Matrix Profile XVIII: Time Series Mining in the Face of Fast Moving Streams using a Learned Approximate Matrix Profile. ICDM 2019: 936-945 - [c65]Ekta Gujral, Evangelos E. Papalexakis, Georgios Theocharous, Anup B. Rao:
Hacd: Hierarchical Agglomerative Community Detection In Social Networks. MLSP 2019: 1-6 - [c64]Mike Izbicki, Evangelos E. Papalexakis, Vassilis J. Tsotras:
Exploiting the Earth's Spherical Geometry to Geolocate Images. ECML/PKDD (2) 2019: 3-19 - [c63]Andrew Cattle, Zhenjie Zhao, Evangelos E. Papalexakis, Xiaojuan Ma:
Generating Document Embeddings for Humor Recognition using Tensor Decomposition. IberLEF@SEPLN 2019: 151-159 - [c62]Joobin Gharibshah, Zhabiz Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
An Empirical Study of Malicious Threads in Security Forums. WWW (Companion Volume) 2019: 176-182 - [i25]Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis:
Adaptive Granularity in Tensors: A Quest for Interpretable Structure. CoRR abs/1912.09009 (2019) - 2018
- [j17]Panos P. Markopoulos, Dimitris G. Chachlakis, Evangelos E. Papalexakis:
The Exact Solution to Rank-1 L1-Norm TUCKER2 Decomposition. IEEE Signal Process. Lett. 25(4): 511-515 (2018) - [c61]Sanaz Bahargam, Evangelos E. Papalexakis:
Constrained Coupled Matrix-Tensor Factorization and its Application in Pattern and Topic Detection. ASONAM 2018: 91-94 - [c60]Gisel Bastidas Guacho, Sara Abdali, Neil Shah, Evangelos E. Papalexakis:
Semi-supervised Content-Based Detection of Misinformation via Tensor Embeddings. ASONAM 2018: 322-325 - [c59]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 - [c58]Pravallika Devineni, Evangelos E. Papalexakis, Kalina Michalska, Michalis Faloutsos:
MIMiS: Minimally Intrusive Mining of Smartphone User Behaviors. ASONAM 2018: 568-569 - [c57]Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun:
COPA: Constrained PARAFAC2 for Sparse & Large Datasets. CIKM 2018: 793-802 - [c56]Evangelos E. Papalexakis, Konstantinos Pelechrinis:
tHoops: A Multi-Aspect Analytical Framework for Spatio-Temporal Basketball Data. CIKM 2018: 2223-2232 - [c55]Alexander Gorovits, Ekta Gujral, Evangelos E. Papalexakis, Petko Bogdanov:
LARC: Learning Activity-Regularized Overlapping Communities Across Time. KDD 2018: 1465-1474 - [c54]Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun:
SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. KDD 2018: 2080-2089 - [c53]Niluthpol Chowdhury Mithun, Rameswar Panda, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury:
Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval. ACM Multimedia 2018: 1856-1864 - [c52]Joobin Gharibshah, Evangelos E. Papalexakis, Michalis Faloutsos:
RIPEx: Extracting Malicious IP Addresses from Security Forums Using Cross-Forum Learning. PAKDD (3) 2018: 517-529 - [c51]Ravdeep Pasricha, Ekta Gujral, Evangelos E. Papalexakis:
Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition. ECML/PKDD (2) 2018: 327-343 - [c50]Md. Lutfor Rahman, Sharmistha Bardhan, Ajaya Neupane, Evangelos E. Papalexakis, Chengyu Song:
Learning Tensor-Based Representations from Brain-Computer Interface Data for Cybersecurity. ECML/PKDD (3) 2018: 389-404 - [c49]Ekta Gujral, Ravdeep Pasricha, Evangelos E. Papalexakis:
SamBaTen: Sampling-based Batch Incremental Tensor Decomposition. SDM 2018: 387-395 - [c48]Ekta Gujral, Evangelos E. Papalexakis:
SMACD: Semi-supervised Multi-Aspect Community Detection. SDM 2018: 702-710 - [c47]Konstantinos Pelechrinis, Evangelos E. Papalexakis:
Athlytics: Winning in Sports with Data. WSDM 2018: 787-788 - [r2]Evangelos E. Papalexakis, Alex Beutel, Peter Steenkiste:
Network Anomaly Detection Using Co-clustering. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i24]