RelayGen: Intra-Generation Model Switching for Efficient Reasoning Paper • 2602.06454 • Published Feb 6 • 12
LRAgent: Efficient KV Cache Sharing for Multi-LoRA LLM Agents Paper • 2602.01053 • Published Feb 1 • 8
Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection Paper • 2602.03216 • Published Feb 3 • 13
LiteStage: Latency-aware Layer Skipping for Multi-stage Reasoning Paper • 2510.14211 • Published Oct 16, 2025 • 9
QWHA: Quantization-Aware Walsh-Hadamard Adaptation for Parameter-Efficient Fine-Tuning on Large Language Models Paper • 2509.17428 • Published Sep 22, 2025 • 9
Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning Paper • 2505.13866 • Published May 20, 2025 • 17
FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration Paper • 2502.01068 • Published Feb 3, 2025 • 18
