Li, Xiaoyu

48 publications

AISTATS 2025 Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-Context by Multi-Step Gradient Descent Bo Chen, Xiaoyu Li, Yingyu Liang, Zhenmei Shi, Zhao Song

IJCAI 2025 CAN-ST: Clustering Adaptive Normalization for Spatio-Temporal OOD Learning Min Yang, Yang An, Jinliang Deng, Xiaoyu Li, Bin Xu, Ji Zhong, Xiankai Lu, Yongshun Gong

CVPR 2025 DepthCrafter: Generating Consistent Long Depth Sequences for Open-World Videos Wenbo Hu, Xiangjun Gao, Xiaoyu Li, Sijie Zhao, Xiaodong Cun, Yong Zhang, Long Quan, Ying Shan

ICML 2025 Deterministic Sparse Fourier Transform for Continuous Signals with Frequency Gap Xiaoyu Li, Zhao Song, Shenghao Xie

CVPR 2025 DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation Minghong Cai, Xiaodong Cun, Xiaoyu Li, Wenze Liu, Zhaoyang Zhang, Yong Zhang, Ying Shan, Xiangyu Yue

ICML 2025 Discrepancy Minimization in Input-Sparsity Time Yichuan Deng, Xiaoyu Li, Zhao Song, Omri Weinstein

ICML 2025 Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies Yuefan Cao, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Jiahao Zhang

ICLRW 2025 Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies Yuefan Cao, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Jiahao Zhang

NeurIPS 2025 Efficient $k$-Sparse Band–Limited Interpolation with Improved Approximation Ratio Yang Cao, Xiaoyu Li, Zhao Song, Chiwun Yang

ICLRW 2025 Fast Gradient Computation for RoPE Attention in Almost Linear Time Yifang Chen, Jiayan Huo, Xiaoyu Li, Yingyu Liang, Zhenmei Shi, Zhao Song

CPAL 2025 Fast John Ellipsoid Computation with Differential Privacy Optimization Xiaoyu Li, Yingyu Liang, Zhenmei Shi, Zhao Song, Junwei Yu

NeurIPS 2025 Faster Algorithms for Structured John Ellipsoid Computation Yang Cao, Xiaoyu Li, Zhao Song, Xin Yang, Tianyi Zhou

ICML 2025 Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities Yifang Chen, Xiaoyu Li, Yingyu Liang, Zhenmei Shi, Zhao Song

ICCV 2025 GeometryCrafter: Consistent Geometry Estimation for Open-World Videos with Diffusion Priors Tian-Xing Xu, Xiangjun Gao, Wenbo Hu, Xiaoyu Li, Song-Hai Zhang, Ying Shan

ICLRW 2025 Grams: Gradient Descent with Adaptive Momentum Scaling Yang Cao, Xiaoyu Li, Zhao Song

ICLRW 2025 High-Order Matching for One-Step Shortcut Diffusion Models Bo Chen, Chengyue Gong, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan

AAAI 2025 MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement Xu He, Zhiyong Wu, Xiaoyu Li, Di Kang, Chaopeng Zhang, Jiangnan Ye, Liyang Chen, Xiangjun Gao, Han Zhang, Haolin Zhuang

CVPR 2025 Mani-GS: Gaussian Splatting Manipulation with Triangular Mesh Xiangjun Gao, Xiaoyu Li, Yiyu Zhuang, Qi Zhang, Wenbo Hu, Chaopeng Zhang, Yao Yao, Ying Shan, Long Quan

UAI 2025 NRFlow: Towards Noise-Robust Generative Modeling via High-Order Mechanism Bo Chen, Chengyue Gong, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan, Xugang Ye

CVPR 2025 NVComposer: Boosting Generative Novel View Synthesis with Multiple Sparse and Unposed Images Lingen Li, Zhaoyang Zhang, Yaowei Li, Jiale Xu, Wenbo Hu, Xiaoyu Li, Weihao Cheng, Jinwei Gu, Tianfan Xue, Ying Shan

CVPR 2025 Q-Eval-100k: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content Zicheng Zhang, Tengchuan Kou, Shushi Wang, Chunyi Li, Wei Sun, Wei Wang, Xiaoyu Li, Zongyu Wang, Xuezhi Cao, Xiongkuo Min, Xiaohong Liu, Guangtao Zhai

ICLRW 2025 RichSpace: Enriching Text-to-Video Prompt Space via Text Embedding Interpolation Yuefan Cao, Chengyue Gong, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song

IJCAI 2025 SMILE: A Scale-Aware Multiple Instance Learning Method for Multicenter STAS Lung Cancer Histopathology Diagnosis Liangrui Pan, Xiaoyu Li, Yutao Dou, Qiya Song, Jiadi Luo, Qingchun Liang, Shaoliang Peng

IJCAI 2025 Spatio-Temporal Prototype-Based Hierarchical Learning for OD Demand Prediction Shilu Yuan, Xiaoyu Li, Wenqian Mu, Ji Zhong, Meng Chen, Haoliang Sun, Yongshun Gong

CPAL 2025 The Computational Limits of State-Space Models and Mamba via the Lens of Circuit Complexity Yifang Chen, Xiaoyu Li, Yingyu Liang, Zhenmei Shi, Zhao Song

AAAI 2024 A Pre-Convolved Representation for Plug-and-Play Neural Illumination Fields Yiyu Zhuang, Qi Zhang, Xuan Wang, Hao Zhu, Ying Feng, Xiaoyu Li, Ying Shan, Xun Cao

NeurIPSW 2024 A Tighter Complexity Analysis of SparseGPT Xiaoyu Li, Yingyu Liang, Zhenmei Shi, Zhao Song

AAAI 2024 CAMEL: Capturing Metaphorical Alignment with Context Disentangling for Multimodal Emotion Recognition Linhao Zhang, Li Jin, Guangluan Xu, Xiaoyu Li, Cai Xu, Kaiwen Wei, Nayu Liu, Haonan Liu

NeurIPS 2024 CV-VAE: A Compatible Video VAE for Latent Generative Video Models Sijie Zhao, Yong Zhang, Xiaodong Cun, Shaoshu Yang, Muyao Niu, Xiaoyu Li, Wenbo Hu, Ying Shan

CVPR 2024 ConTex-Human: Free-View Rendering of Human from a Single Image with Texture-Consistent Synthesis Xiangjun Gao, Xiaoyu Li, Chaopeng Zhang, Qi Zhang, Yanpei Cao, Ying Shan, Long Quan

AAAI 2024 Constraint Latent Space Matters: An Anti-Anomalous Waveform Transformation Solution from Photoplethysmography to Arterial Blood Pressure Cheng Bian, Xiaoyu Li, Qi Bi, Guangpu Zhu, Jiegeng Lyu, Weile Zhang, Yelei Li, Zijing Zeng

ECCV 2024 Head360: Learning a Parametric 3D Full-Head for Free-View Synthesis in 360° Yuxiao He, Yiyu Zhuang, Yanwen Wang, Yao Yao, Siyu Zhu, Xiaoyu Li, Qi Zhang, Xun Cao, Hao Zhu

ECCV 2024 HiFi-123: Towards High-Fidelity One Image to 3D Content Generation Wangbo Yu, Li Yuan, Yan-Pei Cao, Xiangjun Gao, Xiaoyu Li, Wenbo Hu, Long Quan, Ying Shan, Yonghong Tian

CVPR 2024 HumanRef: Single Image to 3D Human Generation via Reference-Guided Diffusion Jingbo Zhang, Xiaoyu Li, Qi Zhang, Yanpei Cao, Ying Shan, Jing Liao

CVPR 2023 3D GAN Inversion with Facial Symmetry Prior Fei Yin, Yong Zhang, Xuan Wang, Tengfei Wang, Xiaoyu Li, Yuan Gong, Yanbo Fan, Xiaodong Cun, Ying Shan, Cengiz Oztireli, Yujiu Yang

CVPR 2023 3D Video Loops from Asynchronous Input Li Ma, Xiaoyu Li, Jing Liao, Pedro V. Sander

ICCV 2023 CO-Net: Learning Multiple Point Cloud Tasks at Once with a Cohesive Network Tao Xie, Ke Wang, Siyi Lu, Yukun Zhang, Kun Dai, Xiaoyu Li, Jie Xu, Li Wang, Lijun Zhao, Xinyu Zhang, Ruifeng Li

CVPR 2023 Local Implicit Ray Function for Generalizable Radiance Field Representation Xin Huang, Qi Zhang, Ying Feng, Xiaoyu Li, Xuan Wang, Qing Wang

CVPR 2023 Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars Jingxiang Sun, Xuan Wang, Lizhen Wang, Xiaoyu Li, Yong Zhang, Hongwen Zhang, Yebin Liu

AAAI 2023 TOT：Topology-Aware Optimal Transport for Multimodal Hate Detection Linhao Zhang, Li Jin, Xian Sun, Guangluan Xu, Zequn Zhang, Xiaoyu Li, Nayu Liu, Qing Liu, Shiyao Yan

CVPR 2023 UV Volumes for Real-Time Rendering of Editable Free-View Human Performance Yue Chen, Xuan Wang, Xingyu Chen, Qi Zhang, Xiaoyu Li, Yu Guo, Jue Wang, Fei Wang

CVPR 2022 Deblur-NeRF: Neural Radiance Fields from Blurry Images Li Ma, Xiaoyu Li, Jing Liao, Qi Zhang, Xuan Wang, Jue Wang, Pedro V. Sander

CVPR 2022 FENeRF: Face Editing in Neural Radiance Fields Jingxiang Sun, Xuan Wang, Yong Zhang, Xiaoyu Li, Qi Zhang, Yebin Liu, Jue Wang

CVPR 2022 Hallucinated Neural Radiance Fields in the Wild Xingyu Chen, Qi Zhang, Xiaoyu Li, Yue Chen, Ying Feng, Xuan Wang, Jue Wang

ALT 2022 On the Last Iterate Convergence of Momentum Methods Xiaoyu Li, Mingrui Liu, Francesco Orabona

ICML 2021 A Second Look at Exponential and Cosine Step Sizes: Simplicity, Adaptivity, and Performance Xiaoyu Li, Zhenxun Zhuang, Francesco Orabona

ICCV 2021 Let's See Clearly: Contaminant Artifact Removal for Moving Cameras Xiaoyu Li, Bo Zhang, Jing Liao, Pedro V. Sander

AISTATS 2019 On the Convergence of Stochastic Gradient Descent with Adaptive Stepsizes Xiaoyu Li, Francesco Orabona