memory optimization

CommitMoE: Efficient Fallback-Free MoE Inference with Offloading Under GPU Memory Constraints AAAI 2026 EHL*: Memory-Budgeted Indexing for Ultrafast Optimal Euclidean Pathfinding AAAI 2026 OmniSparse: Training-Aware Fine-Grained Sparse Attention for Long-Video MLLMs AAAI 2026 PagedEviction: Structured Block-wise KV Cache Pruning for Efficient Large Language Model Inference EACL 2026 Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction AAAI 2026 Thesis Proposal: Efficient KV Cache Reuse for Multi-Document Retrieval-Augmented Generation EACL 2026 D_2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models ICLR 2025 500xCompressor: Generalized Prompt Compression for Large Language Models ACL 2025 Accurate KV Cache Quantization with Outlier Tokens Tracing ACL 2025 AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints AAAI 2025 A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention ICLR 2025 Attractor-based Closed List Search: Sparsifying the Closed List for Efficient Memory-Constrained Planning IJCAI 2025 A-VL: Adaptive Attention for Large Vision-Language Models AAAI 2025 Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy CVPR 2025 CAKE: Cascading and Adaptive KV Cache Eviction with Layer Preferences ICLR 2025 Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025 Cost-Optimal Grouped-Query Attention for Long-Context Modeling EMNLP 2025 Cut Your Losses in Large-Vocabulary Language Models ICLR 2025 Efficient Inference for Large Language Models –Algorithm, Model, and System EMNLP 2025 Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation AAAI 2025 FlashRNN: I/O-Aware Optimization of Traditional RNNs on modern hardware ICLR 2025 FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting CVPR 2025 LeanK: Learnable K Cache Channel Pruning for Efficient Decoding EMNLP 2025 Learning Hierarchical Line Buffer for Image Processing ICCV 2025 LightThinker: Thinking Step-by-Step Compression EMNLP 2025