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王广聪 Guangcong Wang

助理教授
大湾区大学, 计算与信息科学技术学院
邮箱: wanggc3 at gmail.com
地址: 中国广东省东莞市松山湖国际创新创业社区松山湖大学路16号教学楼508B，大湾区大学（松山湖校区）


简介

王广聪加入了大湾区大学计算与信息科学技术学院担任助理教授。从2021年4月到2024年4月，王广聪担任南洋理工大学MMLab@NTU实验室博士后研究员，合作导师为Ziwei Liu教授和Chen Change (Cavan) Loy教授。2020年12月，获得中山大学的计算机学院博士学位，师从赖剑煌教授，同时也受谢晓华教授合作指导。

带领大湾区大学视觉图形与交叉研究组(Vision, Graphics, and X Group，VGX)。

研究兴趣是机器学习，深度学习，人工智能与科学技术。他已经发表多篇顶级期刊会议论文，包括TPAMI, TOG, TNNLS, TIP, TCSVT, ICCV, CVPR, ECCV, NeurIPS, KDD, AAAI。

担任BMVC 2024区域主席(Area Chair). 目前是TPAMI, IJCV, SIGGRAPH, ICML, NeurIPS, ICCV, CVPR, ECCV, ICLR, AAAI, ACM MM, TIP, TCSVT等期刊会议的审稿人。

获得了中国电子教育学会优秀博士学位论文。

被评选为ICCV 2023杰出审稿人Outstanding Reviewer.

他是The Great AI Lab的成员。 招聘博士后、博士生、硕士生、研究助理、访问学生、实习生. 如果感兴趣可以发邮件联系. 详情见链接.

教学

  • 生成式人工智能 (乔子越, 王广聪)

  • 数据结构与算法

    • 研究方向

  • 3D/4D视觉: 3D/4D重建、生成、编辑、驱动
  • 视频生成与理解：长视频理解，视频生成、编辑，包括Talking Face、数字人等
  • 视觉感知与语言大模型
  • 具身智能
  • AI for Science

    • 研究目标

  • 真实的虚拟3D世界系统，称为Open 3D Virtual Reality (Open3DVR)
  • 智能生物技术系统, 称为Open Biotechnology and Machine Learning (OpenBiotechML)

    • 最新消息

    [2024-09] 长视频理解综述 (Arxiv'24) 公开.

    [2024-09] 深圳大学可视计算研究中心（VCC） 邀请报告--3D场景创作与编辑.

    [2024-08] Fast-Vid2Vid++ （TPAMI'24） 论文、项目主页、代码已公开。欢迎使用。Fast-Vid2Vid++是一种实时的视频转变的方法。例如将语义分割的视频转变为对应真实的视频。

    [2024-07] WildAvatar (Arxiv'24)论文、项目主页、数据集、代码已公开。欢迎使用数据和代码工具。WildAvatar是YouTube上收集的大尺度数据集，包括10,000+人体，可以用来训练人体生成创建等, 这个数据集收集的目的是解决常见实验室中收集的数据集的局限性.

    [2024-05] MVSGaussian (ECCV'24)论文、项目主页、代码已公开。欢迎使用。MVSGaussian是一种泛化性高斯，可以高效地重建3D场景。可以快速训练和实时渲染。

    [2024-05] 担任BMVC 2024 区域主席（Area Chair of the British Machine Vision Conference (BMVC) 2024）。

    [2024-04] 我加入了大湾区大学，担任信息科学与技术学院tenure-track助理教授. 即将招聘博士后、博士生、硕士生、研究助理、访问学生、实习生. 如果感兴趣可以发邮件联系. 详情见链接.

    [2024-04] PERF (TPAMI'24)已开源, PERF是一种可以将单张全景图变成一个3D场景的方法，应用场景有全景图转3D, 文本转3D, 命令提示的3D风格化，欢迎使用我们的代码.

    [2023-12] PrimDiffusion (NeurIPS'23) 已经发布. PrimDiffusion是一个3D人体生成模型。欢迎使用我们的代码.

    [2023-09] 非常高兴评选为ICCV 2023杰出审稿人Outstanding Reviewer.

    [2023-07] SparseNeRF (ICCV'23)。SparseNeRF目标是从少量图片重建3D,合成新视角。代码已开源，请点击 链接查看。

    [2023-04] Program Chair of Pre-CVPR@NTU。

    [2023-04] SceneDreamer (TPAMI'23)代码已公开。 快来试试创造你的世界吧! 点击huggingface。

    [2022-08] Text2Light (TOG 2022, Proc. SIGGRAPH Asia, journal-track), 快来试试用文本生成你喜欢的HDR全景图吧! 点击 Colab。

    [2022-07] StyleLight(ECCV'22)和Fast-Vid2Vid(ECCV'22)。欢迎使用StyleLight生成HDR全景图给定LDR FOV图和使用Fast-Vid2Vid压缩video-to-video GAN模型

    [2021-07] Efficient Self-supervised Learning(ICCV'21,口头报告)，高效的自监督模型，欢迎使用。

    [2021-06] Unsupervised Cross-modality Learning (TIP'21)，首次尝试无监督跨模态行人识别。

    [2021-04] 我加入MMLab@NTU实验室。

    [2021-03] Architecture Adaptation (TNNLS'21)和Adaptive VSO (ICME'21, oral)。

    [2020-12] 我正式被授予中山大学计算机学院博士学位 (中国电子教育学会优秀博士学位论文和中山大学优秀博士论文)。

    [2020-11] 媒体报道: 行人再识别大型数据集SYSU-30k已经发布, link。数据集包含很多人物图像，适用于以人为主心的任务

    学术活动

    Program Chair of Pre-CVPR@NTU

    Area Chair of the British Machine Vision Conference (BMVC) 2024

    会议论文(审稿人)

  • SIGGRAPH
  • SIGGRAPH Asia
  • International Conference on Learning Representations (ICLR)
  • International Conference on Machine Learning (ICML)
  • Neural Information Processing Systems (NeurIPS)
  • International Conference on Computer Vision (ICCV) (杰出审稿人)
  • Computer Vision and Pattern Recognition (CVPR)
  • European Conference on Computer Vision (ECCV)
  • Association for the Advancement of Artificial Intelligence (AAAI)
  • Others: ACM MM, ICPR, ACCV

    • 期刊论文(审稿人)

  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  • International Journal of Computer Vision (IJCV)
  • IEEE Transactions on Visualization and Computer Graphics (TVCG)
  • IEEE Transactions on Image Processing (TIP)
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  • Others: TOMM, Neurocomputing, SPL, etc.

    • 代表工作

    * 指示同等贡献

    From Seconds to Hours: Reviewing MultiModal Large Language Models on Comprehensive Long Video Understanding
    Heqing Zou, Tianze Luo, Guiyang Xie, Victor Zhang, Fengmao Lv, Guangcong Wang, Juanyang Chen, Zhuochen Wang, Hansheng Zhang, Huaijian Zhang
    Arxiv, 2024
    PDF [Survey]




    Fast-Vid2Vid++: Spatial-Temporal Distillation for Real-Time Video-to-Video Synthesis
    Long Zhuo, Guangcong Wang, Shikai Li, Wayne Wu, Ziwei Liu.
    IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2024
    PDF Project Page Code Demo




    WildAvatar: Web-scale In-the-wild Video Dataset for 3D Avatar Creation
    Zihao Huang, Shoukang Hu, Guangcong Wang, Tianqi Liu, Yuhang Zang, Zhiguo Cao, Wei Li, Ziwei Liu.
    Arxiv, 2024
    PDF Project Page Code Demo




    MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo
    Tianqi Liu, Guangcong Wang, Shoukang Hu, Liao Shen, Xinyi Ye, Yuhang Zang, Zhiguo Cao, Wei Li, Ziwei Liu.
    European Conference on Computer Vision (ECCV), 2024
    PDF Project Page Code Demo




    PERF: Panoramic Neural Radiance Field from a Single Panorama
    Guangcong Wang*, Peng Wang*, Zhaoxi Chen, Wenping Wang, Chen Change Loy, Ziwei Liu
    IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI), 2024
    PDF Project Page Code Demo




    PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation
    Zhaoxi Chen, Fangzhou Hong, Haiyi Mei, Guangcong Wang, Lei Yang, Ziwei Liu
    Neural Information Processing Systems (NeurIPS), 2023
    PDF Project Page Code Demo




    SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis
    Guangcong Wang, Zhaoxi Chen, Chen Change Loy, Ziwei Liu.
    International Conference on Computer Vision (ICCV), 2023
    PDF Project Page Code Demo




    SceneDreamer: Unbounded 3D Scene Generation from 2D Image Collections
    Zhaoxi Chen, Guangcong Wang, Ziwei Liu.
    IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
    PDF Project Page Code Demo




    Text2Light: Zero-Shot Text-Driven HDR Panorama Generation

    Zhaoxi Chen, Guangcong Wang,Ziwei Liu.
    ACM Transactions on Graphics (SIGGRAPH Asia), 2022

    PDF Project Page Code Demo




    StyleLight: HDR Panorama Generation for Lighting Estimation and Editing

    Guangcong Wang, Yinuo Yang, Chen Change Loy, Ziwei Liu.
    European Conference on Computer Vision (ECCV), 2022

    PDF Project Page Code Demo




    Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis

    Long Zhuo, Guangcong Wang, Shikai Li, Wayne Wu, Ziwei Liu.
    European Conference on Computer Vision (ECCV), 2022

    PDF Project Page Code Demo




    Solving Inefficiency of Self-supervised Representation Learning

    Guangrun Wang, Keze Wang, Guangcong Wang, Philip Torr, Liang Lin.
    International Conference on Computer Vision (ICCV), 2021

    PDF Code arXiv




    Homogeneous-to-Heterogeneous: Unsupervised Learning for RGB-Infrared Person Re-Identification

    Wenqi Liang, Guangcong Wang, Jianhuang Lai, Xiaohua Xie.
    IEEE Transactions on Image Processing (TIP), 2021

    PDF




    Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition

    Guangrun Wang, Liang Lin, Rongcong Chen, Guangcong Wang, Jiqi Zhang.
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021

    PDF




    Confidence-Guided Adaptive Gate and Dual Differential Enhancement for Video Salient Object Detection

    Peijia Chen, Jianhuang Lai, Guangcong Wang, Huajun Zhou.
    IEEE International Conference on Multimedia and Expo (ICME), 2021 (oral)

    PDF




    Smoothing Adversarial Domain Attack and p-Memory Reconsolidation for Cross-Domain Person Re-Identification

    Guangcong Wang, Jianhuang Lai, Wenqi Liang, Guangrun Wang.
    Computer Vision and Pattern Recognition Conference (CVPR) , 2020

    PDF




    Weakly Supervised Person Re-identification: Cost-effective Learning with A New Benchmark

    Guangrun Wang, Guangcong Wang, Xujie Zhang, Jianhuang Lai, Liang Lin.
    IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020

    PDF Dataset, Code, Pretrained model




    Grammatically Recognizing Images with Tree Convolution

    Guangrun Wang, Guangcong Wang, Keze Wang, Xiaodan Liang, Liang Lin.
    ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD), 2020

    PDF Code




    Spatial-Temporal Person Re-identification

    Guangcong Wang, Jianhuang Lai, Peigen Huang and Xiaohua Xie.
    The Association for the Advancement of Artificial Intelligence (AAAI), 2019

    PDF Code arXiv




    M2M-GAN: Many-to-Many Generative Adversarial Transfer Learning for Person Re-Identification

    Wenqi Liang, Guangcong Wang, Jianhuang Lai.
    ACTA AUTOMATICA SINICA, 2019

    arXiv




    Ocluded Person Re-identification

    Jiaxuan Zhuo, Zeyu Chen, Jianhuang Lai, Guangcong Wang.
    IEEE International Conference on Multimedia and Expo (ICME), 2021 (oral)

    PDF Dataset




    P2SNet: Can an Image Match a Video for Person Re-identification in an End-to-end Way
    Guangcong Wang, Jianhuang Lai, Xiaohua Xie.
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018
    PDF




    Deep Growing Learning

    Guangcong Wang, Xiaohua Xie, Jianhuang Lai, Jiaxuan Zhuo.
    International Conference on Computer Vision (ICCV), 2017

    PDF Code




    Website template credits to Ziwei Liu