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魏星

副教授 博士生导师 硕士生导师

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  • 所在单位: 软件学院
  • 学历: 博士研究生毕业
  • 学位: 博士

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Selected Publications

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Adaptive Capacity Autoregressive Visual Tracking

Tong Lin, Yifan Bai, Shiyi Liang, Ruigang Niu, Xing Wei#

CVPR 2026 [Paper][Code][Poster][Project]


Omni-AD: A Large-scale and Versatile Benchmark for Industrial Anomaly Detection

Dahu Shi, Chengshen He, Shaochen Zhang, Bo Qian, Xiaochen Quan, Wencong Zhang, Xing Wei

CVPR 2026 [Paper][Code][Poster][Project]

 

PaddleOCR-VL: Boosting Document Parsing Efficiency and Performance with Coarse-to-Fine Visual Processing

Cheng Cui, Ting Sun, Suyin Liang, Tingquan Gao, Zelun Zhang, Jiaxuan Liu, Xueqing Wang, Changda Zhou, Hongen Liu, Manhui Lin, Yue Zhang, Yubo Zhang, Jing Zhang, Jun Zhang, Xing Wei, Yi Liu, Dianhai Yu, Yanjun Ma

CVPR 2026 [Paper][Code][Poster][Project]

 

JanusVLN: Decoupling Semantics and Spatiality with Dual Implicit Memory for Vision-Language Navigation

Shuang Zeng, Dekai Qi, Xinyuan Chang, Feng Xiong, Shichao Xie, Xiaolong Wu, Shiyi Liang, Mu Xu, Xing Wei#

ICLR 2026 [Paper][Code][Poster][Project]

 

FARTrack: Fast Autoregressive Visual Tracking with High Performance

Guijie Wang, Tong Lin, Yifan Bai, Anjia Cao, Shiyi Liang, Wangbo Zhao, Xing Wei#

ICLR 2026 [Paper][Code][Poster][Project]

 

DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts

Bo Qian, Dahu Shi, Xing Wei#

ICLR 2026 [Paper][Code][Poster][Project]

 

 

PriorDrive: Enhancing Online HD Mapping with Unified Vector Priors

Shuang Zeng, Xinyuan Chang, Xinran Liu, Yujian Yuan, Shiyi Liang, Zheng Pan, Mu Xu, Xing Wei#

AAAI 2026 [Paper][Code][Poster][Project]

 

Persistent Autoregressive Mapping with Traffic Rules for Autonomous Driving

Shiyi Liang, Xinyuan Chang, Changjie Wu, Huiyuan Yan, Yifan Bai, Xinran Liu, Hang Zhang, Yujian Yuan, Shuang Zeng, Mu Xu, Xing Wei#

AAAI 2026 [Paper][Code][Poster][Project]

 

FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving

Shuang Zeng, Xinyuan Chang, Mengwei Xie, Xinran Liu, Yifan Bai, Zheng Pan, Mu Xu, Xing Wei#

NeurIPS 2025 (Spotlight, Top 3.2%) [Paper][Code][Poster][Project]

 

Driving by the Rules: A Benchmark for Integrating Traffic Sign Regulations into Vectorized HD Map

Xinyuan Chang, Maixuan Xue, Xinran Liu, Zheng Pan, Xing Wei#

CVPR 2025 (Highlight, Top 3.7%) [Paper][Code][Poster][Project]

SeqGrowGraph: Learning Lane Topology as a Chain of Graph Expansions

Mengwei Xie, Shuang Zeng, Xinyuan Chang, Xinran Liu, Zheng Pan, Mu Xu, Xing Wei#

ICCV 2025 [Paper][Code][Poster][Project]

Autoregressive Sequential Pretraining for Visual Tracking

Shiyi Liang, Yifan Bai, Yihong Gong, Xing Wei#

CVPR 2025 [Paper][Code][Poster][Project]

 

FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training

Anjia Cao, Xing Wei, Zhiheng Ma

CVPR 2025 [Paper][Code][Poster][Project]

Curriculum Dataset Distillation

Zhiheng Ma, Anjia Cao, Funing Yang, Yihong Gong, Xing Wei#

IEEE Transactions on Image Processing (TIP), 2025

[Paper][Code]

 

Positional Prompt Tuning for Efficient 3D Representation
     Learning

Shaochen Zhang, Zekun Qi, Runpei Dong, Xiuxiu Bai, Xing Wei#

ACM Multimedia 2025 [Paper][Code][Poster][Project]

 

Projecting Points to Axes: Oriented Object Detection via Point-Axis Representation

Zeyang Zhao, Qilong Xue, Yuhang He, Yifan BaiXing Wei#, Yihong Gong

ECCV 2024 (Oral, Top 2.3%) [Paper][Code][Poster][Project]

 

Region-Aware Sequence-to-Sequence Learning for Hyperspectral Denoising

 

Jiahua Xiao, Yang LiuXing Wei#

ECCV 2024  [Paper][Code][Poster]

 

ReliaAvatar: A Robust Real-Time Avatar Animator with Integrated Motion Prediction

Bo Qian, Zhenhuan Wei, Jiashuo LiXing Wei#

IJCAI 2024  [Paper][Code][Poster]

 

ARTrackV2: Prompting Autoregressive Tracker Where to Look and How to Describe

Yifan Bai, Zeyang Zhao, Yihong GongXing Wei#

CVPR 2024  [Paper][Code][Project]

 

Person-in-WiFi 3D: End-to-End Multi-Person 3D Pose Estimation with Wi-Fi

Kangwei Yan, Fei Wang, Bo Qian, Han Ding, Jinsong HanXing Wei

CVPR 2024  [Paper][Code][Project]

 

Evolving Parameterized Prompt Memory for Continual Learning

Muhammad Rifki Kurniawan, Xiang Song, Zhiheng Ma, Yuhang He, Yihong Gong, Qi Yang, Xing Wei#

AAAI 2024  (Oral, Top 2.3%) [Paper][Code][Poster][Project]

 

Sparse Parameterization for Epitomic Dataset Distillation

Xing Wei, Anjia Cao, Funing Yang, Zhiheng Ma

NeurIPS 2023  [Paper][Code][Poster][Open Review]

 

 

Autoregressive Visual Tracking

Xing Wei, Yifan Bai, Yongchao Zheng, Dahu Shi, Yihong Gong

CVPR 2023  (Highlight, Top 2.6%) [Paper][Code][Poster][Highlight Video]

 

DKT: Diverse Knowledge Transfer Transformer for Class Incremental Learning 

Xinyuan Gao, Yuhang He#, Songlin Dong, Jie Cheng, Xing Wei#,  Yihong Gong

CVPR 2023 [Paper][Code][Poster][Video]

Learning Symmetry-Aware Geometry Correspondences for 6D Object Pose Estimation 

Heng Zhao, Shenxing Wei, Dahu Shi, Wenming Tan, Zheyang Li, Ye Ren, Xing Wei, Yi Yang, Shiliang Pu

ICCV 2023 [Paper]

 

Hyperspectral Image Denoising with Spectrum Alignment 

Jiahua Xiao, Yantao Ji, Xing Wei#

ACM Multimedia 2023 [Paper][Code][Poster]

 

Hyperspectral Image Denoising Using Uncertainty-Aware Adjustor 

Jiahua Xiao, Xing Wei#

IJCAI 2023 [Paper][Code][Poster]

 

 

End-to-End Multi-Person Pose Estimation with Transformers

Dahu Shi*, Xing Wei*, Liangqi Li, Ye Ren, Wenming Tan

CVPR 2022  (Oral, Top 4.2%) [Paper]

 

 

Scene-Adaptive Attention Network for Crowd Counting

Xing Wei, Yuanrui Kang, Jihao Yang, Yunfeng Qiu, Dahu Shi, Wenming Tan, Yihong Gong

ArXiv Preprint 2022 [Paper][Benchmark]

 

SOIT: Segmenting Objects with Instance-Aware Transformers

Xiaodong Yu, Dahu Shi, Xing Wei, Ye Ren, Tingqun Ye, Wenming Tan

AAAI 2022 [Paper]

 

Towards A Universal Model for Cross-Dataset Crowd Counting

Zhiheng Ma, Xiaopeng Hong, Xing Wei#, Yunfeng Qiu, Yihong Gong

ICCV 2021 [Paper]

 

 

InsPose: Instance-Aware Networks for Single-Stage Multi-Person Pose Estimation

Dahu Shi, Xing Wei, Xiaodong Yu, Wenming Tan, Ye Ren, Shiliang Pu

ACM Multimedia 2021 [Paper]

 

Direct Measure Matching for Crowd Counting

Hui Lin, Xiaopeng Hong, Zhiheng Ma, Xing Wei, Yunfeng Qiu, Yaowei Wang, Yihong Gong

IJCAI 2021 [Paper]

 

Learning to Count via Unbalanced Optimal Transport

Zhiheng Ma, Xing Wei, Xiaopeng Hong, Hui Lin, Yunfeng Qiu, Yihong Gong

AAAI 2021 [Paper]

 

Error Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting

Yuhang He, Zhiheng Ma, Xing Wei, Xiaopeng Hong, Wei Ke, Yihong Gong

AAAI 2021 [Paper]

Few-Shot Class-Incremental Learning via Relation Knowledge Distillation

Songlin Dong, Xiaopeng Hong, Xiaoyu Tao, Xinyuan Chang, Xing Wei, Yihong Gong

AAAI 2021 [Paper]

 

Efficient Deep Image Denoising via Class Specific Convolution

Lu Xu, Jiawei Zhang, Xuanye Chang, Feng Zhang, Xing Wei, Jimmy S. Ren

AAAI 2021 [Paper]

 

 

Person Re-identification in Aerial Imagery

Shizhou Zhang, Qi Zhang, Yifei Yang, Xing Wei#, Peng Wang, Bingliang Jiao, Yanning Zhang

IEEE Transactions on Multimedia (TMM) 2021 [Paper][Data]

 

Co-Attentive Lifting For Infrared-Visible Person Re-identification

Xing Wei, Diangang Li, Xiaopeng Hong, Wei Ke, Yihong Gong

ACM Multimedia 2020 (Oral, Top 8.9%) [Paper]

 

Learning Scales from Points: A Scale-aware Probabilistic Model for Crowd Counting

Zhiheng Ma, Xing Wei, Xiaopeng Hong, Yihong Gong

ACM Multimedia 2020 (Oral, Top 8.9%) [Paper]

 

Topology-Preserving Class-Incremental Learning

Xiaoyu Tao, Xinyuan Chang, Xiaopeng Hong, Xing Wei, Yihong Gong

ECCV 2020 [Paper]

 

Multi-Target Multi-Camera Tracking by Tracklet-to-Target Assignment

Yuhang He*, Xing Wei*, Xiaopeng Hong, Weiwei Shi, Yihong Gong

IEEE Transactions on Image Processing (TIP), 2020 [Paper]

 

Few-Shot Class-Incremental Learning

Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang, Songlin Dong, Xing Wei, Yihong Gong

CVPR 2020 (Oral, Top 5.7%)[Paper][Code]

 

Infrared-Visible Cross-Modal Person Re-Identification with an X Modality

Diangang Li, Xing Wei#, Xiaopeng Hong, Yihong Gong

AAAI 2020 [Paper]

 

Bayesian Loss for Crowd Count Estimation with Point Supervision

Zhiheng Ma*, Xing Wei*, Xiaopeng Hong, Yihong Gong

ICCV 2019  (Oral, Top 4.3%) [Paper][Code]

 

Grassmann Pooling as Compact Homogeneous Bilinear Pooling for Fine-Grained Visual Classification

Xing Wei, Yue Zhang, Yihong Gong, Jiawei Zhang, Nanning Zheng

ECCV 2018 [Paper]

Kernelized Subspace Pooling for Deep Local Descriptors

Xing Wei, Yue Zhang, Yihong Gong, Nanning Zheng

CVPR 2018 [Paper]

 

Joint Contour Filtering

Xing Wei, Qingxiong Yang, Yihong Gong

International Journal of Computer Vision (IJCV), 2018 [Paper]

 

Superpixel Hierarchy

Xing Wei, Qingxiong Yang, Yihong Gong, Narendra Ahuja, Ming-Hsuan Yang

IEEE Transactions on Image Processing (TIP), 2018 [Paper]

 

Spatiotemporal GMM for Background Subtraction with Superpixel Hierarchy

Mingliang Chen, Xing Wei, Qingxiong Yang, Qing Li, Gang Wang, Ming-Hsuan Yang

IEEE TPAMI, 2018 [Paper]