Evangelos E. Papalexakis

1. Tensor Decomposition for Signal Processing and Machine Learning
   2017/04/03 by Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu +3 · 67 citations
   Mathematics · Computer Science · #Tensor decomposition and applications #Algorithms and Data Compression #Blind Source Separation Techniques
2. SPARTan: Scalable PARAFAC2 for Large & Sparse Data
   2017/03/13 by Ioakeim Perros, Perros, Ioakeim, Evangelos E. Papalexakis +11 · 2 citations
   Engineering · Medicine · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Medical Imaging and Analysis #Numerical Analysis (math.NA) #Radiomics and Machine Learning in Medical Imaging
3. Link Prediction with Non-Contrastive Learning
   2022/11/25 by William Shiao, Shiao, William, Zhichun Guo +9 · 3 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
4. Semi-supervised Content-based Detection of Misinformation via Tensor\n Embeddings
   2018/04/24 by Gisel Bastidas Guacho, Guacho, Gisel Bastidas, Sara Abdali +5 · 2 citations
   Computer Science · Social Sciences · #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Spam and Phishing Detection #Topic Modeling
5. GPT-generated Text Detection: Benchmark Dataset and Tensor-based Detection Method
   2024/03/12 by Zubair Qazi, Qazi, Zubair, William Shiao +3 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
6. MAVIPER: Learning Decision Tree Policies for Interpretable Multi-Agent Reinforcement Learning
   2022/05/25 by Stephanie Milani, Milani, Stephanie, Zhicheng Zhang +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
7. Improving Out-of-Vocabulary Handling in Recommendation Systems
   2024/03/27 by William Shiao, Mingxuan Ju, Shiao, William +13 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
8. 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
   2023/11/25 by Rutuja Gurav, Het Patel, Gurav, Rutuja +11 · 1 citation
   Agricultural and Biological Sciences · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture #Smart Agriculture and AI
9. Cross-Task Defense: Instruction-Tuning LLMs for Content Safety
   2024/05/24 by Yu Fu, Wenlong Xiao, Fu, Yu +11 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing #Web Application Security Vulnerabilities
10. Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training
    2024/07/12 by Yunshu Wu, Yingtao Luo, Wu, Yunshu +7 · 1 citation
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)