Zhijian Liu

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authored a paper 20 days ago

DFlash: Block Diffusion for Flash Speculative Decoding

Paper • 2602.06036 • Published 24 days ago • 42

authored 2 papers 3 months ago

VLASH: Real-Time VLAs via Future-State-Aware Asynchronous Inference

Paper • 2512.01031 • Published Nov 30, 2025 • 25

ParoQuant: Pairwise Rotation Quantization for Efficient Reasoning LLM Inference

Paper • 2511.10645 • Published Nov 13, 2025 • 6

authored a paper 5 months ago

Fast-dLLM v2: Efficient Block-Diffusion LLM

Paper • 2509.26328 • Published Sep 30, 2025 • 58

authored a paper 7 months ago

Scaling RL to Long Videos

Paper • 2507.07966 • Published Jul 10, 2025 • 160

authored a paper 8 months ago

SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity

Paper • 2506.16500 • Published Jun 19, 2025 • 16

authored 12 papers 9 months ago

SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer

Paper • 2303.17605 • Published Mar 30, 2023

Deep Leakage from Gradients

Paper • 1906.08935 • Published Jun 21, 2019

HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

Paper • 2005.14187 • Published May 28, 2020 • 2

MapPrior: Bird's-Eye View Map Layout Estimation with Generative Models

Paper • 2308.12963 • Published Aug 24, 2023

TorchSparse: Efficient Point Cloud Inference Engine

Paper • 2204.10319 • Published Apr 21, 2022

FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer

Paper • 2301.08739 • Published Jan 20, 2023

LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Paper • 2408.10188 • Published Aug 19, 2024 • 52

AMC: AutoML for Model Compression and Acceleration on Mobile Devices

Paper • 1802.03494 • Published Feb 10, 2018

APQ: Joint Search for Network Architecture, Pruning and Quantization Policy

Paper • 2006.08509 • Published Jun 15, 2020

NVILA: Efficient Frontier Visual Language Models

Paper • 2412.04468 • Published Dec 5, 2024 • 60

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge

Paper • 2411.12915 • Published Nov 19, 2024

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28, 2025 • 45

authored a paper 12 months ago

Token-Efficient Long Video Understanding for Multimodal LLMs

Paper • 2503.04130 • Published Mar 6, 2025 • 96

authored a paper about 1 year ago

LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention

Paper • 2502.14866 • Published Feb 20, 2025 • 13