| Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework | Oct 14, 2024 | Data SummarizationMulti-Task Learning | CodeCode Available | 1 |
| ChartSumm: A Comprehensive Benchmark for Automatic Chart Summarization of Long and Short Summaries | Apr 26, 2023 | Data SummarizationHallucination | CodeCode Available | 1 |
| Submodlib: A Submodular Optimization Library | Feb 22, 2022 | Data SummarizationDiversity | CodeCode Available | 1 |
| Sequential estimation of Spearman rank correlation using Hermite series estimators | Dec 11, 2020 | ClusteringData Summarization | CodeCode Available | 1 |
| Very Fast Streaming Submodular Function Maximization | Oct 20, 2020 | AstronomyData Summarization | CodeCode Available | 1 |
| Semi-supervised Batch Active Learning via Bilevel Optimization | Oct 19, 2020 | Active LearningBilevel Optimization | CodeCode Available | 1 |
| Flexible Dataset Distillation: Learn Labels Instead of Images | Jun 15, 2020 | Dataset DistillationData Summarization | CodeCode Available | 1 |
| CO-Optimal Transport | Feb 10, 2020 | ClusteringData Summarization | CodeCode Available | 1 |
| Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification? | Nov 17, 2019 | Data SummarizationDomain Adaptation | CodeCode Available | 1 |
| Soft-Label Dataset Distillation and Text Dataset Distillation | Oct 6, 2019 | Dataset DistillationData Summarization | CodeCode Available | 1 |
| Sequential Quantiles via Hermite Series Density Estimation | Jul 17, 2015 | Data SummarizationSequential Distribution Function Estimation | CodeCode Available | 1 |
| PCA-Guided Quantile Sampling: Preserving Data Structure in Large-Scale Subsampling | Jun 23, 2025 | Data Summarization | —Unverified | 0 |
| AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges | May 15, 2025 | AI AgentData Summarization | —Unverified | 0 |
| Dynamic data summarization for hierarchical spatial clustering | Nov 26, 2024 | ClusteringData Summarization | —Unverified | 0 |
| Fair Clustering for Data Summarization: Improved Approximation Algorithms and Complexity Insights | Oct 16, 2024 | ClusteringData Summarization | —Unverified | 0 |
| Linear Submodular Maximization with Bandit Feedback | Jul 2, 2024 | Data SummarizationRecommendation Systems | —Unverified | 0 |
| GIST: Greedy Independent Set Thresholding for Diverse Data Summarization | May 29, 2024 | Data SummarizationDiversity | —Unverified | 0 |
| Federated Combinatorial Multi-Agent Multi-Armed Bandits | May 9, 2024 | Combinatorial OptimizationData Summarization | —Unverified | 0 |
| LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces | Mar 28, 2024 | Data SummarizationWorld Knowledge | —Unverified | 0 |
| GreedyML: A Parallel Algorithm for Maximizing Constrained Submodular Functions | Mar 15, 2024 | Data Summarization | —Unverified | 0 |
| DiffRed: Dimensionality Reduction guided by stable rank | Mar 9, 2024 | Data SummarizationData Visualization | CodeCode Available | 0 |
| Analysis of Persian News Agencies on Instagram, A Words Co-occurrence Graph-based Approach | Feb 19, 2024 | Community DetectionData Summarization | —Unverified | 0 |
| Dynamic Non-monotone Submodular Maximization | Nov 7, 2023 | Data Summarizationfeature selection | —Unverified | 0 |
| Dynamic Spatio-Temporal Summarization using Information Based Fusion | Oct 2, 2023 | Data SummarizationDecision Making | —Unverified | 0 |
| Robust Approximation Algorithms for Non-monotone k-Submodular Maximization under a Knapsack Constraint | Sep 21, 2023 | Data Summarization | —Unverified | 0 |
