Xuefei Ning

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authored 6 papers 27 days ago

FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Visual Language Models

Paper • 2501.01986 • Published Dec 30, 2024 • 1

Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better

Paper • 2404.02241 • Published Apr 2, 2024 • 2

FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation

Paper • 2506.18899 • Published Jun 23 • 5

MBQ: Modality-Balanced Quantization for Large Vision-Language Models

Paper • 2412.19509 • Published Dec 27, 2024

How Quantization Shapes Bias in Large Language Models

Paper • 2508.18088 • Published Aug 25

Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification

Paper • 2509.15591 • Published Sep 19 • 45

authored 2 papers 10 months ago

GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration

Paper • 2412.04440 • Published Dec 5, 2024 • 22

Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching

Paper • 2412.17153 • Published Dec 22, 2024 • 39

authored 2 papers 11 months ago

A Survey on Efficient Inference for Large Language Models

Paper • 2404.14294 • Published Apr 22, 2024 • 3

Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding

Paper • 2410.01699 • Published Oct 2, 2024 • 18

authored 10 papers over 1 year ago

Can LLMs Learn by Teaching? A Preliminary Study

Paper • 2406.14629 • Published Jun 20, 2024 • 21

MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression

Paper • 2406.14909 • Published Jun 21, 2024 • 16

DiTFastAttn: Attention Compression for Diffusion Transformer Models

Paper • 2406.08552 • Published Jun 12, 2024 • 25

ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation

Paper • 2406.02540 • Published Jun 4, 2024 • 3

MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization

Paper • 2405.17873 • Published May 28, 2024 • 3

DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis

Paper • 2405.14224 • Published May 23, 2024 • 16

A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models

Paper • 2312.07243 • Published Dec 12, 2023

Evaluating Quantized Large Language Models

Paper • 2402.18158 • Published Feb 28, 2024

LV-Eval: A Balanced Long-Context Benchmark with 5 Length Levels Up to 256K

Paper • 2402.05136 • Published Feb 6, 2024 • 1

FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs

Paper • 2401.03868 • Published Jan 8, 2024 • 1