
基本信息:
姓名:张怀文
性别:男
办公地点:搜狗买球指南505
E-mail: huaiwen.zhang@imu.edu.cn
主页:https://huaiwen.me
研究方向:跨模态检索、图学习、多媒体内容理解
招生信息:年度招收硕士、博士生,招收计算机、软件工程、数学等专业。
个人简介:
张怀文,骏马计划B1岗研究员(正高),博士生导师,博士毕业于中国科学院自动化研究所(CASIA),模式识别国家重点实验室(NLPR),多媒体计算组(MMC),导师:徐常胜研究员。本科毕业于篮球竞猜平台。主要研究方向为基于深度学习的多媒体内容理解,包括:跨模态检索、知识图谱、虚假信息分析等。已在ACM Multimedia(MM),AAAI Conference on Artificial Intelligence (AAAI),ACM Transactions on Multimedia (TMM),等国际顶级(CCF A类)期刊与会议上以发表论文多篇。担任多个国际顶级期刊和会议(ICCV、CVPR、AAAI、ACM MM等)的审稿人。任中国计算机学会多媒体技术专业委员会执行委员。
欢迎报考硕士、博士生,优秀者可推荐至中科院自动化所模式识别国家重点实验室等多个合作单位访问学习或联合培养;
欢迎本科生参与课题组科研训练和论文发表,具有ACM、数学建模、国创等经验者优先,优秀者可推荐至自动化所等多个合作单位实习。
发表论文:
Efficient Graph Deep Learning in TensorFlow with tf_geometric ,
Jun Hu, Shengsheng Qian, Quan Fang, Youze Wang, Quan Zhao, Huaiwen Zhang, Changsheng Xu
ACM Multimedia (MM, CCF-A),2021
Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval ,
Shengsheng Qian, Dizhan Xue, Huaiwen Zhang, Quan Fang, Changsheng Xu
AAAI Conference on Artificial Intelligence (AAAI, CCF-A),2021
Global Relation-Aware Attention Network for Image-Text Retrieval ,
Jie Cao, Shengsheng Qian, Huaiwen Zhang, Quan Fang, Changsheng Xu
ACM International Conference on Multimedia Retrieval (ICMR, CCF-B),2021
Multi-modal Meta Multi-Task Learning for Social Media Rumor Detection ,
Huaiwen Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu
IEEE Transactions on Multimedia (TMM, JCR一区TOP),2021
Multimodal Disentangled Domain Adaption for Social Media Event Rumor Detection ,
Huaiwen Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu
IEEE Transactions on Multimedia (TMM, JCR一区TOP),2020
Multi-modal Knowledge-aware Event Memory Network for Social Media Rumor Detection ,
Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu
ACM Multimedia (MM, CCF-A),2019
Learning Multimodal Taxonomy via Variational Deep Graph Embedding and Clustering ,
Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu
ACM Multimedia (MM, CCF-A),2018
A Demo for Image-Based Personality Test ,
Huaiwen Zhang, Jiaming Zhang, Jitao Sang, Changsheng Xu
International Conference on Multimedia Modeling (MMM, CCF-C),2017
Visual BFI: An Exploratory Study for Image-Based Personality Test ,
Jitao Sang, Huaiwen Zhang, Changsheng Xu:
Pacific Rim Conference on Multimedia (PCM, CCF-C),2016
Best Paper Award
主持或参与项目:
领域跨媒体内容分析与推理,10000-21311201,2021.8-2026.8, 搜狗买球指南骏马计划高层次人才引进,主持
面向社会多媒体内容的持续知识结构化研究,62072456,2021.1-2024.12,国家自然科学基金委(面上项目),参与
跨媒体因果推断理论与方法,2018AAA000604,2019.12-2022.12,科技部国家重点研发计划,参与
大数据多模态交互协同关键技术,2017YFB1002800,2018.1-2021.12,科技部国家科技计划,参与
知识驱动的网络社会事件发现与跟踪,61802405,2019.1-2021.12,国家自然科学基金委(青年项目),参与