Zhou, Xinyu

29 publications

ICLR 2026 VideoReasonBench: Can MLLMs Perform Vision-Centric Complex Video Reasoning? Yuanxin Liu, Kun Ouyang, Haoning Wu, Yi Liu, Lin Sui, Xinhao Li, Yan Zhong, Y.Charles, Xinyu Zhou, Xu Sun

ICLR 2026 When Silence Is Golden: Can LLMs Learn to Abstain in Temporal QA and Beyond? Xinyu Zhou, Chang Jin, Carsten Eickhoff, Zhijiang Guo, Seyed Ali Bahrainian

ICLR 2026 YuE: Scaling Open Foundation Models for Long-Form Music Generation Ruibin Yuan, Hanfeng Lin, Shuyue Guo, Ge Zhang, Jiahao Pan, Yongyi Zang, Haohe Liu, Yiming Liang, Wenye Ma, Xingjian Du, Xeron Du, Zhen Ye, Tianyu Zheng, Zhengxuan Jiang, Yinghao Ma, Minghao Liu, Zeyue Tian, Ziya Zhou, Liumeng Xue, Xingwei Qu, Yizhi Li, Shangda Wu, Tianhao Shen, Ziyang Ma, Jun Zhan, Chunhui Wang, Yatian Wang, Xiaowei Chi, Xinyue Zhang, Zhenzhu Yang, XiangzhouWang, Shansong Liu, Lingrui Mei, Peng Li, Junjie Wang, Jianwei Yu, Guojian Pang, Xu Li, Zihao Wang, Xiaohuan Zhou, Lijun Yu, Emmanouil Benetos, Yong Chen, Chenghua Lin, Xie Chen, Gus Xia, Zhaoxiang Zhang, Chao Zhang, Wenhu Chen, Xinyu Zhou, Xipeng Qiu, Roger Dannenberg, Jiaheng Liu, Jian Yang, Wenhao Huang, Wei Xue, Xu Tan, Yike Guo

NeurIPS 2025 Boosting Adversarial Transferability with Spatial Adversarial Alignment Zhaoyu Chen, HaiJing Guo, Kaixun Jiang, Jiyuan Fu, Xinyu Zhou, Dingkang Yang, Hao Tang, Bo Li, Wenqiang Zhang

NeurIPS 2025 Dense Metric Depth Estimation via Event-Based Differential Focus Volume Prompting Boyu Li, Peiqi Duan, Zhaojun Huang, Xinyu Zhou, Yifei Xia, Boxin Shi

NeurIPS 2025 Dynamic Semantic-Aware Correlation Modeling for UAV Tracking Xinyu Zhou, Tongxin Pan, Lingyi Hong, Pinxue Guo, HaiJing Guo, Zhaoyu Chen, Kaixun Jiang, Wenqiang Zhang

ICCV 2025 Event-Based Visual Vibrometry Xinyu Zhou, Peiqi Duan, Yeliduosi Xiaokaiti, Chao Xu, Boxin Shi

ICCV 2025 General Compression Framework for Efficient Transformer Object Tracking Lingyi Hong, Jinglun Li, Xinyu Zhou, Shilin Yan, Pinxue Guo, Kaixun Jiang, Zhaoyu Chen, Shuyong Gao, Runze Li, Xingdong Sheng, Wei Zhang, Hong Lu, Wenqiang Zhang

NeurIPS 2025 MoBA: Mixture of Block Attention for Long-Context LLMs Enzhe Lu, Zhejun Jiang, Jingyuan Liu, Yulun Du, Tao Jiang, Chao Hong, Shaowei Liu, Weiran He, Enming Yuan, Yuzhi Wang, Zhiqi Huang, Huan Yuan, Suting Xu, Xinran Xu, Guokun Lai, Yanru Chen, Huabin Zheng, Junjie Yan, Jianlin Su, Yuxin Wu, Yutao Zhang, Zhilin Yang, Xinyu Zhou, Mingxing Zhang, Jiezhong Qiu

NeurIPS 2025 MoonCast: High-Quality Zero-Shot Podcast Generation Zeqian Ju, Dongchao Yang, Kai Shen, Yichong Leng, Zhengtao Wang, Songxiang Liu, Xinyu Zhou, Tao Qin, Xiangyang Li, Jianwei Yu, Xu Tan

ICML 2025 Private Model Personalization Revisited Conor Snedeker, Xinyu Zhou, Raef Bassily

ICCV 2025 The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation Aoxiong Yin, Xu Tan, Kai Shen, Yichong Leng, Xinyu Zhou, Juncheng Li, Siliang Tang

CVPR 2024 Complementing Event Streams and RGB Frames for Hand Mesh Reconstruction Jianping Jiang, Xinyu Zhou, Bingxuan Wang, Xiaoming Deng, Chao Xu, Boxin Shi

NeurIPS 2024 DeTrack: In-Model Latent Denoising Learning for Visual Object Tracking Xinyu Zhou, Jinglun Li, Lingyi Hong, Kaixun Jiang, Pinxue Guo, Weifeng Ge, Wenqiang Zhang

ICML 2024 Differentially Private Worst-Group Risk Minimization Xinyu Zhou, Raef Bassily

CVPR 2024 EvDiG: Event-Guided Direct and Global Components Separation Xinyu Zhou, Peiqi Duan, Boyu Li, Chu Zhou, Chao Xu, Boxin Shi

NeurIPSW 2024 Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models Xinyu Zhou, Delong Chen, Samuel Cahyawijaya, Xufeng Duan, Zhenguang Cai

CVPR 2024 OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning Lingyi Hong, Shilin Yan, Renrui Zhang, Wanyun Li, Xinyu Zhou, Pinxue Guo, Kaixun Jiang, Yiting Chen, Jinglun Li, Zhaoyu Chen, Wenqiang Zhang

ECCV 2024 OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework Wanyun Li, Pinxue Guo, Xinyu Zhou, Lingyi Hong, Yangji He, Xiangyu Zheng, Wei Zhang, Wenqiang Zhang

ICCV 2023 Few Shot Font Generation via Transferring Similarity Guided Global Style and Quantization Local Style Wei Pan, Anna Zhu, Xinyu Zhou, Brian Kenji Iwana, Shilin Li

ICCV 2023 Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection Jinglun Li, Xinyu Zhou, Pinxue Guo, Yixuan Sun, Yiwen Huang, Weifeng Ge, Wenqiang Zhang

NeurIPS 2023 Reading Relevant Feature from Global Representation Memory for Visual Object Tracking Xinyu Zhou, Pinxue Guo, Lingyi Hong, Jinglun Li, Wei Zhang, Weifeng Ge, Wenqiang Zhang

CVPR 2022 EvUnroll: Neuromorphic Events Based Rolling Shutter Image Correction Xinyu Zhou, Peiqi Duan, Yi Ma, Boxin Shi

NeurIPS 2022 Task-Level Differentially Private Meta Learning Xinyu Zhou, Raef Bassily

CVPR 2021 EventZoom: Learning to Denoise and Super Resolve Neuromorphic Events Peiqi Duan, Zihao W. Wang, Xinyu Zhou, Yi Ma, Boxin Shi

CVPR 2020 DPGN: Distribution Propagation Graph Network for Few-Shot Learning Ling Yang, Liangliang Li, Zilun Zhang, Xinyu Zhou, Erjin Zhou, Yu Liu

ECCV 2020 Learning Delicate Local Representations for Multi-Person Pose Estimation Yuanhao Cai, Zhicheng Wang, Zhengxiong Luo, Binyi Yin, Angang Du, Haoqian Wang, Xiangyu Zhang, Xinyu Zhou, Erjin Zhou, Jian Sun

CVPR 2018 ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin, Jian Sun

CVPR 2017 EAST: An Efficient and Accurate Scene Text Detector Xinyu Zhou, Cong Yao, He Wen, Yuzhi Wang, Shuchang Zhou, Weiran He, Jiajun Liang