YL

Yujun Lin

0000-0001-6314-1722

cs.LGcs.CVcs.AIcs.CLcs.ARcs.DCcs.PFstat.MLcs.ROquant-ph

On Valency

published · living versions

HAQ: Hardware-Aware Automated Quantization with Mixed Precision

with Kuan Wang, Zhijian Liu, Ji Lin, Song Han

1 version

W_24ewg7rwv1 · current

Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

W_swahtmt7v1

Data-Driven Robust Dynamic Wireless Charging Lane Planning with Tunable Profit–Risk Trade-off and Modified User Equilibrium

W_am4ad359v1

Preprints & journals

33 papers in the corpus · 2017–2026

VC-Attention: Value Smoothing and Softmax Casting for Low-bit Attention

Xingyang Li, Dongyun Zou, Shining Zhang et al.

0 citations

2609.15810v12026arXiv

FourTune: Towards Fully 4-Bit Efficient Post-Training for Diffusion Models

Bowen Xue, Zihan Min, Xingyang Li et al.

0 citations

2607.05711v12026arXiv

Flash-KMeans: Fast and Memory-Efficient Exact K-Means

Shuo Yang, Haocheng Xi, Yilong Zhao et al.

0 citations

2603.09229v22026arXiv

Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization

Haocheng Xi, Shuo Yang, Yilong Zhao et al.

0 citations

2602.02958v52026arXiv

Jet-RL: Enabling On-Policy FP8 Reinforcement Learning with Unified Training and Rollout Precision Flow

Haocheng Xi, Charlie Ruan, Peiyuan Liao et al.

0 citations

2601.14243v22026arXiv

Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling

Jack Cook, Junxian Guo, Guangxuan Xiao et al.

0 citations

2512.02010v52025arXiv

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

Jiaming Tang, Yufei Sun, Yilong Zhao et al.

0 citations

2512.01031v22025arXiv

Taming the Long-Tail: Efficient Reasoning RL Training with Adaptive Drafter

Qinghao Hu, Shang Yang, Junxian Guo et al.

1 citation

2511.16665v32025arXiv

QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs

Wei Huang, Yi Ge, Shuai Yang et al.

0 citations

2510.11696v12025arXiv

DC-Gen: Post-Training Diffusion Acceleration with Deeply Compressed Latent Space

Wenkun He, Yuchao Gu, Junyu Chen et al.

1 citation

2509.25180v32025arXiv

DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder

Junyu Chen, Wenkun He, Yuchao Gu et al.

0 citations

2509.25182v12025arXiv

LEGO: Spatial Accelerator Generation and Optimization for Tensor Applications

Yujun Lin, Zhekai Zhang, Song Han

0 citations

2509.12053v12025arXiv

Radial Attention: $O(n\log n)$ Sparse Attention with Energy Decay for Long Video Generation

Xingyang Li, Muyang Li, Tianle Cai et al.

0 citations

2506.19852v22025arXiv

Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation

Shuo Yang, Haocheng Xi, Yilong Zhao et al.

7 citations

2505.18875v52025arXiv

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

Shang Yang, Junxian Guo, Haotian Tang et al.

1 citation

2502.14866v22025arXiv

Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity

Haocheng Xi, Shuo Yang, Yilong Zhao et al.

1 citation

2502.01776v22025arXiv

SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer

Enze Xie, Junsong Chen, Yuyang Zhao et al.

1 citation

2501.18427v42025arXiv

SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models

Muyang Li, Yujun Lin, Zhekai Zhang et al.

3 citations

2411.05007v42024arXiv

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers

Enze Xie, Junsong Chen, Junyu Chen et al.

5 citations

2410.10629v32024arXiv

QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving

Yujun Lin, Haotian Tang, Shang Yang et al.

6 citations

2405.04532v32024arXiv

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

PointAcc: Efficient Point Cloud Accelerator

Yujun Lin, Zhekai Zhang, Haotian Tang et al.

96 citations

2110.07600v12021arXiv

QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits

Hanrui Wang, Yongshan Ding, Jiaqi Gu et al.

207 citations

2107.10845v52021arXiv

NAAS: Neural Accelerator Architecture Search

Yujun Lin, Mengtian Yang, Song Han

63 citations

2105.13258v12021arXiv

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

MCUNet: Tiny Deep Learning on IoT Devices

Ji Lin, Wei-Ming Chen, Yujun Lin et al.

386 citations

2007.10319v22020arXiv

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

Design Automation for Efficient Deep Learning Computing

Song Han, Han Cai, Ligeng Zhu et al.

16 citations

1904.10616v12019arXiv

HAQ: Hardware-Aware Automated Quantization with Mixed Precision

Kuan Wang, Zhijian Liu, Yujun Lin et al.

973 citations

1811.08886v32018arXiv

Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training

Yujun Lin, Song Han, Huizi Mao et al.

1,134 citations

1712.01887v32017ICLR 2018

Career total: 53 works. 33 are in this corpus.

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