conftrace_

memory efficiency

261 papers

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Co-occurring keywords

model compression (3302) large language model (13587) memory optimization (114) attention mechanism (4001) neural network (6616) efficient computing (781) inference optimization (219) kv cache (74) convolutional neural network (4226) parameter-efficient fine-tuning (736)

Papers

KeepKV: Achieving Periodic Lossless KV Cache Compression for Efficient LLM Inference AAAI 2026
Self-Indexing KVCache: Predicting Sparse Attention from Compressed Keys AAAI 2026
MemeBQ:Memory Efficient Binary Quantization of LLMs AAAI 2026
Binary-Gaussian: Compact and Progressive Representation for 3D Gaussian Segmentation AAAI 2026
Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning AAAI 2026
See More, Store Less: Memory-Efficient Resolution for Video Moment Retrieval EACL 2026
Head-Aware KV Cache Compression for Efficient Visual Autoregressive Modeling AAAI 2026
FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models AAAI 2026
HitKV: Activation Frequency Knows Which Tokens Are Important AAAI 2026
Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression ACL 2026
StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and Compression AAAI 2026
SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads NSDI 2025
Gradient Weight-normalized Low-rank Projection for Efficient LLM Training AAAI 2025
Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning AAAI 2025
Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices EMNLP 2025
Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization EMNLP 2025
DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding CVPR 2025
CSR:Achieving 1 Bit Key-Value Cache via Sparse Representation AAAI 2025
Memory-Reduced Meta-Learning with Guaranteed Convergence AAAI 2025
QSpec: Speculative Decoding with Complementary Quantization Schemes EMNLP 2025
Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation AAAI 2025
MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks CVPR 2025
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ACL 2025
MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models EMNLP 2025
Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models ACL 2025