conftrace_

inference acceleration

244 papers

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Co-occurring keywords

model compression (3302) large language model (13587) speculative decoding (111) diffusion model (3751) model acceleration (80) efficient computing (781) language model (4599) inference optimization (219) knowledge distillation (3725) neural network optimization (1293)

Papers

CasMoE: A Cascaded Framework for Efficient MoE Inference on Resource-constrained Devices AAAI 2026

APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention ACL 2026

Head-Aware KV Cache Compression for Efficient Visual Autoregressive Modeling AAAI 2026

DIAA: A Decoding-Efficient Inference Acceleration Approach for On-Device Large Language Models AAAI 2026

Redundant Queries in DETR-Based 3D Detection Methods: Unnecessary and Prunable AAAI 2026

SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs Quantization AAAI 2026

Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks EACL 2026

Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models AAAI 2026

Accelerating LLM Inference Throughput via Asynchronous KV Cache Prefetching AAAI 2026

CommitMoE: Efficient Fallback-Free MoE Inference with Offloading Under GPU Memory Constraints AAAI 2026

Sortblock: Similarity-Aware Feature Reuse for Diffusion Model AAAI 2026

Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation AAAI 2026

Forecast Then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers AAAI 2026

OmniSparse: Training-Aware Fine-Grained Sparse Attention for Long-Video MLLMs AAAI 2026

EVTP-IVS: Effective Visual Token Pruning For Unifying Instruction Visual Segmentation In Multi-Modal Large Language Models WACV 2026

An Empirical Study of Speculative Decoding for Small Language Models EACL 2026

TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs EACL 2026

Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers AAAI 2026

WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation AAAI 2026

D3ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs AAAI 2026

Talon: Breaking the Synchronization Barrier in Speculative Decoding with Hybrid Model-based and Retrieve-based Drafting AAAI 2026

HALO: Hardware-Aware Quantization with Low Critical-Path-Delay Weights for LLM Acceleration AAAI 2026

Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction AAAI 2026

Re-SpS: A Reinforcement Learning Approach to Speculative Sampling AAAI 2026

Jakiro: Boosting Speculative Decoding via Decoupled MoE ACL 2026