ZL

Zhijian Liu

0000-0003-3632-9986

cs.CVcs.LGcs.CLcs.AIcs.ROstat.MLcs.PFcs.DCcs.GRAlgorithms

On Valency

published · living versions

HAQ: Hardware-Aware Automated Quantization with Mixed Precision

with Kuan Wang, Yujun Lin, Ji Lin, Song Han

1 version

W_24ewg7rwv1 · current

AMC: AutoML for Model Compression and Acceleration on Mobile Devices

W_udffzhjxv1

Preprints & journals

54 papers in the corpus · 2018–2026

From Models to Systems: A Comprehensive Survey of Efficient Multimodal Learning

Pan Wang, Siwei Song, Hui Ji et al.

1 citation

2609.19445v12026Transactions on Machine Learning Research, 2026

FlashVLA: Streaming Action Decoding for Fast and Asynchronous VLA Inference

Zekai Li, Jiaming Tang, Zhijian Liu

0 citations

2608.27384v12026arXiv

FlashDrive: Flash Vision-Language-Action Inference for Autonomous Driving

Zekai Li, Yihao Liang, Hongfei Zhang et al.

0 citations

2608.12932v12026arXiv

Fast SAM 3D Body: Accelerating SAM 3D Body for Real-Time Full-Body Human Mesh Recovery

Timing Yang, Sicheng He, Hongyi Jing et al.

0 citations

2603.15603v12026arXiv

Double-P: Hierarchical Top-P Sparse Attention for Long-Context LLMs

Wentao Ni, Kangqi Zhang, Zhongming Yu et al.

0 citations

2602.05191v12026arXiv

DFlash: Block Diffusion for Flash Speculative Decoding

Jian Chen, Yesheng Liang, Zhijian Liu

0 citations

2602.06036v22026arXiv

EGM: Efficient Visual Grounding Language Models

Guanqi Zhan, Changye Li, Zhijian Liu et al.

0 citations

2601.13633v32026arXiv

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

Jiaming Tang, Yufei Sun, Yilong Zhao et al.

0 citations

2512.01031v22025arXiv

ParoQuant: Pairwise Rotation Quantization for Efficient Reasoning LLM Inference

Yesheng Liang, Haisheng Chen, Zihan Zhang et al.

0 citations

2511.10645v22025arXiv

Alpamayo-R1: Bridging Reasoning and Action Prediction for Generalizable Autonomous Driving in the Long Tail

NVIDIA: Yan Wang, Wenjie Luo, Junjie Bai et al.

1 citation

2511.00088v22025arXiv

SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference

Samir Khaki, Junxian Guo, Jiaming Tang et al.

3 citations

2510.17777v12025arXiv

OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM

Hanrong Ye, Chao-Han Huck Yang, Arushi Goel et al.

1 citation

2510.15870v22025arXiv

KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems

Hancheng Ye, Zhengqi Gao, Mingyuan Ma et al.

4 citations

2510.12872v22025arXiv

Fast-dLLM v2: Efficient Block-Diffusion LLM

Chengyue Wu, Hao Zhang, Shuchen Xue et al.

0 citations

2509.26328v12025arXiv

3D Aware Region Prompted Vision Language Model

An-Chieh Cheng, Yang Fu, Yukang Chen et al.

0 citations

2509.13317v12025arXiv

ArcMemo: Abstract Reasoning Composition with Lifelong LLM Memory

Matthew Ho, Chen Si, Zhaoxiang Feng et al.

0 citations

2509.04439v32025arXiv

Scaling RL to Long Videos

Yukang Chen, Wei Huang, Baifeng Shi et al.

4 citations

2507.07966v42025arXiv

SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity

Samir Khaki, Xiuyu Li, Junxian Guo et al.

0 citations

2506.16500v12025arXiv

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

Chengyue Wu, Hao Zhang, Shuchen Xue et al.

0 citations

2505.22618v32025arXiv

STORM: Token-Efficient Long Video Understanding for Multimodal LLMs

Jindong Jiang, Xiuyu Li, Zhijian Liu et al.

3 citations

2503.04130v42025arXiv

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

Shang Yang, Junxian Guo, Haotian Tang et al.

1 citation

2502.14866v22025arXiv

NVILA: Efficient Frontier Visual Language Models

Zhijian Liu, Ligeng Zhu, Baifeng Shi et al.

45 citations

2412.04468v32024arXiv

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

Vishwesh Nath, Wenqi Li, Dong Yang et al.

32 citations

2411.12915v32024arXiv

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

Yukang Chen, Fuzhao Xue, Dacheng Li et al.

2 citations

2408.10188v62024arXiv

Sparse Refinement for Efficient High-Resolution Semantic Segmentation

Zhijian Liu, Zhuoyang Zhang, Samir Khaki et al.

3 citations

2407.19014v12024arXiv

LidarDM: Generative LiDAR Simulation in a Generated World

Vlas Zyrianov, Henry Che, Zhijian Liu et al.

15 citations

2404.02903v22024arXiv

StreamDiffusion: A Pipeline-level Solution for Real-time Interactive Generation

Akio Kodaira, Chenfeng Xu, Toshiki Hazama et al.

15 citations

2312.12491v22023arXiv

Point Transformer V3: Simpler, Faster, Stronger

Xiaoyang Wu, Li Jiang, Peng-Shuai Wang et al.

693 citations

2312.10035v22023arXiv

TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs

Haotian Tang, Shang Yang, Zhijian Liu et al.

36 citations

2311.12862v12023arXiv

LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Yukang Chen, Shengju Qian, Haotian Tang et al.

50 citations

2309.12307v32023arXiv

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

Xiyue Zhu, Vlas Zyrianov, Zhijian Liu et al.

15 citations

2308.12963v12023arXiv

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

Xuanyao Chen, Zhijian Liu, Haotian Tang et al.

69 citations

2303.17605v12023arXiv

FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer

Zhijian Liu, Xinyu Yang, Haotian Tang et al.

126 citations

2301.08739v32023arXiv

GAN Compression: Efficient Architectures for Interactive Conditional GANs.

Li, Muyang, Lin, Ji, Ding, Yaoyao et al.

243 citations

347523892022IEEE transactions on pattern analysis and machine intelligence. 2022;44(12):9331-9346

PVNAS: 3D Neural Architecture Search With Point-Voxel Convolution.

Liu, Zhijian, Tang, Haotian, Zhao, Shengyu et al.

50 citations

344692912022IEEE transactions on pattern analysis and machine intelligence. 2022;44(11):8552-8568

BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation

Zhijian Liu, Haotian Tang, Alexander Amini et al.

1,297 citations

2205.13542v32022arXiv

Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications

Han Cai, Ji Lin, Yujun Lin et al.

144 citations

2204.11786v12022ACM Transactions on Design Automation of Electronic Systems (TODAES), Volume 27, Issue 3, Article 20, Page 1-50, 2021

TorchSparse: Efficient Point Cloud Inference Engine

Haotian Tang, Zhijian Liu, Xiuyu Li et al.

56 citations

2204.10319v12022arXiv

VISTA 2.0: An Open, Data-driven Simulator for Multimodal Sensing and Policy Learning for Autonomous Vehicles

Alexander Amini, Tsun-Hsuan Wang, Igor Gilitschenski et al.

79 citations

2111.12083v12021arXiv

LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision

Zhijian Liu, Simon Stent, Jie Li et al.

10 citations

2108.11950v12021arXiv

Efficient and Robust LiDAR-Based End-to-End Navigation

Zhijian Liu, Alexander Amini, Sibo Zhu et al.

54 citations

2105.09932v12021arXiv

Hardware-Centric AutoML for Mixed-Precision Quantization

Kuan Wang, Zhijian Liu, Yujun Lin et al.

16 citations

2008.04878v12020International Journal of Computer Vision (IJCV), Volume 128, Issue 8-9, pp 2035-2048, 2020

Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

Haotian Tang, Zhijian Liu, Shengyu Zhao et al.

781 citations

2007.16100v22020arXiv

Differentiable Augmentation for Data-Efficient GAN Training

Shengyu Zhao, Zhijian Liu, Ji Lin et al.

395 citations

2006.10738v42020arXiv

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

Tianzhe Wang, Kuan Wang, Han Cai et al.

187 citations

2006.08509v12020arXiv

HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

Hanrui Wang, Zhanghao Wu, Zhijian Liu et al.

227 citations

2005.14187v12020arXiv

Lite Transformer with Long-Short Range Attention

Zhanghao Wu, Zhijian Liu, Ji Lin et al.

233 citations

2004.11886v12020arXiv

Point-Voxel CNN for Efficient 3D Deep Learning

Zhijian Liu, Haotian Tang, Yujun Lin et al.

355 citations

1907.03739v22019arXiv

Deep Leakage from Gradients

Ligeng Zhu, Zhijian Liu, Song Han

26 citations

1906.08935v22019arXiv

Design Automation for Efficient Deep Learning Computing

Song Han, Han Cai, Ligeng Zhu et al.

16 citations

1904.10616v12019arXiv

Career total: 73 works. 54 are in this corpus.Showing the 50 most recent.

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