张怀文,骏马计划B1岗研究员(正高),博士生导师。内蒙古自治区高校青年科技英才,内蒙古自治区本级引进高层次人才。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。本科毕业于内蒙古大学计算机学院。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,中国图象图形学学会多媒体技术委员会委员。
De Hu,Huaiwen Zhang, Feilong Bao, Rui Wang. “Distributed Sampling Rate Offset Estimation Over Acoustic Sensor Networks Based on Asynchronous Network Newton Optimization.” IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 31, pp. 301-312, 2023.[JCR一区TOP].
Yang Yang,Hui Zhang, Xueliang Zhang,Huaiwen Zhang. “Alleviating the Loss-Metric Mismatch in Supervised Single-Channel Speech Enhancement.”ICASSP 2022.[CCF-B].
Huaiwen Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu.“Multi-modal Meta Multi-Task Learning for Social Media Rumor Detection.”IEEE Transactions on Multimedia (TMM), vol. 24, pp. 1449-1459, 2022.[JCR一区TOP].
Fan Qi, Zixin Zhang, Xiaoshan Yang,Huaiwen Zhang, Changsheng Xu. “Feeling Without Sharing: A Federated Video Emotion Recognition Framework Via Privacy-Agnostic Hybrid Aggregation.” ACM Multimedia (MM), 2022: 151-160.[CCF-A].
Shengsheng Qian, Dizhan Xue,Huaiwen Zhang, Quan Fang, Changsheng Xu. “Dual Adversarial Graph Neural Networks for Multi-Label Cross-Modal Retrieval”. AAAI 2021, vol. 35, no. 3, pp. 2440-2448.[CCF-A].
Jun Hu, Shengsheng Qian, Quan Fang, Youze Wang, Quan Zhao,Huaiwen Zhang, Changsheng Xu. “Efficient Graph Deep Learning in TensorFlow with tf_geometric”. ACM Multimedia (MM) 2021: 3775-3778.[CCF-A].
Jie Cao, Shengsheng Qian,Huaiwen Zhang, Quan Fang, Changsheng Xu. “Global Relation-Aware Attention Network for Image-Text Retrieval”. ICMR 2021:19-28.[CCF-B].
Huaiwen Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu.“Multimodal Disentangled Domain Adaption for Social Media Event Rumor Detection.” IEEE Transactions on Multimedia (TMM), vol. 23, pp. 4441-4454,2020.[JCR一区TOP].
Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu. Multi-modal Knowledge-aware Event Memory Network for Social Media Rumor Detection[C]. ACM Multimedia (MM) 2019:1942-1951.[CCF-A].
Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu.“Learning Multimodal Taxonomy via Variational Deep Graph Embedding and Clustering.” ACM Multimedia (MM) 2018:681-689.[CCF-A].
Huaiwen Zhang, Jiaming Zhang, Jitao Sang, Changsheng Xu. “A Demo for Image-Based Personality Test.” International Conference on Multimedia Modeling (MMM) 2017:433-437.[CCF-C].
Jitao Sang,Huaiwen Zhang, Changsheng Xu. “Visual BFI: An Exploratory Study for Image-Based Personality Test.” Pacific Rim Conference on Multimedia (PCM) 2016:95-106.[CCF-C,PCM2016年度最佳论文奖].