| Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems | Oct 3, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction | Sep 25, 2024 | GPUToken Reduction | CodeCode Available | 2 |
| Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs | Sep 17, 2024 | Question AnsweringToken Reduction | CodeCode Available | 1 |
| Vote&Mix: Plug-and-Play Token Reduction for Efficient Vision Transformer | Aug 30, 2024 | Token Reduction | —Unverified | 0 |
| Bridging Local Details and Global Context in Text-Attributed Graphs | Jun 18, 2024 | Representation LearningToken Reduction | CodeCode Available | 1 |
| ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers | Jun 14, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs | Apr 16, 2024 | Long-Context UnderstandingToken Reduction | CodeCode Available | 1 |
| LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models | Mar 22, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| FIT-RAG: Black-Box RAG with Factual Information and Token Reduction | Mar 21, 2024 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| HaltingVT: Adaptive Token Halting Transformer for Efficient Video Recognition | Jan 10, 2024 | Action RecognitionAction Recognition In Videos | CodeCode Available | 0 |
