| Towards Fairness and Privacy: A Novel Data Pre-processing Optimization Framework for Non-binary Protected Attributes | Oct 1, 2024 | AttributeCombinatorial Optimization | CodeCode Available | 1 |
| Robust Traffic Forecasting against Spatial Shift over Years | Oct 1, 2024 | AttributeMixture-of-Experts | CodeCode Available | 0 |
| Softmax is not Enough (for Sharp Size Generalisation) | Oct 1, 2024 | Attributevalid | —Unverified | 0 |
| CliMB: An AI-enabled Partner for Clinical Predictive Modeling | Sep 30, 2024 | AttributeAutoML | CodeCode Available | 1 |
| LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation | Sep 30, 2024 | AttributeCollaborative Filtering | CodeCode Available | 2 |
| PerCo (SD): Open Perceptual Compression | Sep 30, 2024 | AttributeImage Compression | CodeCode Available | 2 |
| Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function | Sep 30, 2024 | AttributeDisentanglement | CodeCode Available | 1 |
| Domain Consistency Representation Learning for Lifelong Person Re-Identification | Sep 30, 2024 | AttributeKnowledge Distillation | CodeCode Available | 1 |
| GUNDAM: Aligning Large Language Models with Graph Understanding | Sep 30, 2024 | AttributeGraph Learning | —Unverified | 0 |
| Positive-Sum Fairness: Leveraging Demographic Attributes to Achieve Fair AI Outcomes Without Sacrificing Group Gains | Sep 30, 2024 | AttributeFairness | —Unverified | 0 |
