| 2026 | EACL | PromptFE: Automated Feature Engineering by Prompting. | Yufeng Zou, Jean Utke, Diego Klabjan, Han Liu |
| 2026 | GECCO | FedGA-Tree: Federated Decision Tree using Genetic Algorithm. | Anh Nguyen, Diego Klabjan |
| 2025 | AISTATS | Differentiable Calibration of Inexact Stochastic Simulation Models via Kernel Score Minimization. | Ziwei Su, Diego Klabjan |
| 2025 | AISTATS | Multi-agent Multi-armed Bandit Regret Complexity and Optimality. | Mengfan Xu, Diego Klabjan |
| 2025 | EMNLP | Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion. | Hanqing Li, Diego Klabjan |
| 2025 | EMNLP | Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs. | Hanqing Li, Sharika Mahadevan, Kiran Sheena Jyothi, Henry Liang, Diego Klabjan |
| 2025 | EMNLP | SOPL: A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models. | Shuyang Wang, Somayeh Moazeni, Diego Klabjan |
| 2025 | IJCNN | Federated Low-Rank Tensor Estimation for Multimodal Image Reconstruction. | Anh Van Nguyen, Diego Klabjan, Minseok Ryu, Kibaek Kim, Zichao Di |
| 2025 | UAI | A Mirror Descent Perspective of Smoothed Sign Descent. | Shuyang Wang, Diego Klabjan |
| 2024 | AAAI | A Primal-Dual Algorithm for Hybrid Federated Learning. | Tom Overman, Garrett Blum, Diego Klabjan |
| 2024 | ACCV | Unsupervised Video Summarization via Iterative Training and Simplified GAN. | Hanqing Li, Diego Klabjan, Jean Utke |
| 2024 | ICDM | IIFE: Interaction Information Based Automated Feature Engineering. | Tom Overman, Diego Klabjan, Jean Utke |
| 2024 | ICML | IW-GAE: Importance weighted group accuracy estimation for improved calibration and model selection in unsupervised domain adaptation. | Taejong Joo, Diego Klabjan |
| 2024 | ICML | On the Second-Order Convergence of Biased Policy Gradient Algorithms. | Siqiao Mu, Diego Klabjan |
| 2024 | ICMLA | Multi-Layer Attention-Based Explainability via Transformers for Tabular Data. | Andrea Trevio Gavito, Diego Klabjan, Jean Utke |
| 2023 | ICANN | A Policy for Early Sequence Classification. | Alexander Cao, Jean Utke, Diego Klabjan |
| 2023 | ICANN | Gradient-Boosted Based Structured and Unstructured Learning. | Andrea Trevio Gavito, Diego Klabjan, Jean Utke |
| 2023 | ICMI | Early Classifying Multimodal Sequences. | Alexander Cao, Jean Utke, Diego Klabjan |
| 2023 | ICML | Pareto Regret Analyses in Multi-objective Multi-armed Bandit. | Mengfan Xu, Diego Klabjan |
| 2023 | IJCNN | Neuron-based Pruning of Deep Neural Networks with Better Generalization using Kronecker Factored Curvature Approximation. | Abdolghani Ebrahimi, Diego Klabjan |
| 2022 | ICPR | Nested Multi-view Image Classification. | Abdolghani Ebrahimi, Alexander Stec, Diego Klabjan, Jean Utke |
| 2021 | AAAI | Open-Set Recognition with Gaussian Mixture Variational Autoencoders. | Alexander Cao, Yuan Luo, Diego Klabjan |
| 2021 | ICANN | Classification Models for Partially Ordered Sequences. | Stephanie Ger, Diego Klabjan, Jean Utke |
| 2021 | ICML | A Probabilistic Approach to Neural Network Pruning. | Xin Qian, Diego Klabjan |
| 2021 | IJCAI | k-Nearest Neighbors by Means of Sequence to Sequence Deep Neural Networks and Memory Networks. | Yiming Xu, Diego Klabjan |
| 2021 | IJCNN | Generative Adversarial Nets for Multiple Text Corpora. | Abdolghani Ebrahimi, Diego Klabjan, Baiyang Wang |
| 2021 | IJCNN | Layer Flexible Adaptive Computation Time. | Lida Zhang, Abdolghani Ebrahimi, Diego Klabjan |
| 2020 | AISTATS | Stochastic Variance-Reduced Algorithms for PCA with Arbitrary Mini-Batch Sizes. | Cheolmin Kim, Diego Klabjan |
| 2020 | IC3K | Automatic Ontology Learning from Domain-specific Short Unstructured Text Data. | Yiming Xu, Dnyanesh Rajpathak, Ian Gibbs, Diego Klabjan |
| 2020 | ICANN | Improved Classification Based on Deep Belief Networks. | Jaehoon Koo, Diego Klabjan |
| 2020 | WSDM | Listwise Learning to Rank by Exploring Unique Ratings. | Xiaofeng Zhu, Diego Klabjan |
| 2019 | FDG | The trails of Just Cause 2: spatio-temporal player profiling in open-world games. | Myat Aung, Simon Demediuk, Yuan Sun, Ye Tu, Yu Ang, Siva Nekkanti, Shantanu Raghav, Diego Klabjan, Rafet Sifa, Anders Drachen |
| 2018 | ADBIS | Location-Awareness in Time Series Compression. | Xu Teng, Andreas Zfle, Goce Trajcevski, Diego Klabjan |
| 2018 | ICML | Competitive Multi-agent Inverse Reinforcement Learning with Sub-optimal Demonstrations. | Xingyu Wang, Diego Klabjan |
| 2017 | AAAI | Regularization for Unsupervised Deep Neural Nets. | Baiyang Wang, Diego Klabjan |
| 2017 | ICAIL | Predicting litigation likelihood and time to litigation for patents. | P. Wongchaisuwat, Diego Klabjan, John O. McGinnis |
| 2017 | IJCNLP | Semantic Document Distance Measures and Unsupervised Document Revision Detection. | Xiaofeng Zhu, Diego Klabjan, Patrick N. Bless |
| 2017 | IRI | Unsupervised Terminological Ontology Learning Based on Hierarchical Topic Modeling. | Xiaofeng Zhu, Diego Klabjan, Patrick N. Bless |
| 2016 | AAAI | Temporal Topic Analysis with Endogenous and Exogenous Processes. | Baiyang Wang, Diego Klabjan |
| 2016 | ICDM | Iteratively Reweighted Least Squares Algorithms for L1-Norm Principal Component Analysis. | Young Woong Park, Diego Klabjan |
| 2015 | SC | Implementing deep neural networks for financial market prediction on the Intel Xeon Phi. | Matthew Dixon, Diego Klabjan, Jin Hoon Bang |
| 2014 | AINA | Semantic Properties of Customer Sentiment in Tweets. | Eun Hee Ko, Diego Klabjan |
| 2009 | INFOCOM | Topology Formation for Wireless Mesh Network Planning. | Chun-cheng Chen, Chandra Chekuri, Diego Klabjan |
| 2008 | SODA | Fully polynomial time approximation schemes for stochastic dynamic programs. | Nir Halman, Diego Klabjan, Chung-Lun Li, James B. Orlin, David Simchi-Levi |
| 2006 | ADMA | Warehousing and Mining Massive RFID Data Sets. | Jiawei Han, Hector Gonzalez, Xiaolei Li, Diego Klabjan |
| 2006 | ICDE | Warehousing and Analyzing Massive RFID Data Sets. | Hector Gonzalez, Jiawei Han, Xiaolei Li, Diego Klabjan |
| 2002 | IPCO | A New Subadditive Approach to Integer Programming. | Diego Klabjan |