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Career

· Ph.D. candidate affiliated with Berkeley AI Research (BAIR), UC Berkeley2022–

Publications (25)

Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods
Neural Information Processing Systems · 2021
435
cited
Humanity's Last Exam
Robotics · 2025
284
cited
SqueezeLLM: Dense-and-Sparse Quantization
International Conference on Machine Learning · 2023
268
cited
Q-Diffusion: Quantizing Diffusion Models
IEEE International Conference on Computer Vision · 2023
244
cited
LongVILA: Scaling Long-Context Visual Language Models for Long Videos
International Conference on Learning Representations · 2024
212
cited
NVILA: Efficient Frontier Visual Language Models
Computer Vision and Pattern Recognition · 2024
154
cited
TorchSparse: Efficient Point Cloud Inference Engine
Conference on Machine Learning and Systems · 2022
129
cited
New Benchmarks for Learning on Non-Homophilous Graphs
arXiv.org · 2021
112
cited
Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
International Conference on Machine Learning · 2025
101
cited
SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
arXiv.org · 2024
94
cited
The ArtBench Dataset: Benchmarking Generative Models with Artworks
arXiv.org · 2022
64
cited
Magic-Me: Identity-Specific Video Customized Diffusion
ECCV Workshops · 2024
54
cited
CVPR 2023 Text Guided Video Editing Competition
arXiv.org · 2023
49
cited
TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs
Micro · 2023
49
cited
Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
arXiv.org · 2025
37
cited
GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks
LOG IN · 2022
27
cited
Data Isotopes for Data Provenance in DNNs
Proceedings on Privacy Enhancing Technologies · 2022
17
cited
TorchSparse++: Efficient Point Cloud Engine
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2023
16
cited
Tectonic discrimination and application based on convolution neural network and incomplete big data
2021
14
cited
LLoCO: Learning Long Contexts Offline
Conference on Empirical Methods in Natural Language Processing · 2024
13
cited
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Xiuyu Li | Researcher Profile | Sotabase | Sotabase