Huaiwen Zhang 张怀文 Professor Department of Computer Science and Technology College of Computer Science Inner Mongolia University 235 College Road, Hohhot, China 010021 Email: huaiwen.zhang@imu.edu.cn

Biography

I am currently a Professor in National and Local Joint Engineering Research Center of Mongolian Intelligent Information Processing, Inner Mongolia University. I received my Ph.D. degree in Pattern Recognition and Intelligent System from Multimedia Computing Group (MMC), National Laboratory of Pattern Recognition, Institute of Automation Chinese Academy of Sciences, advised by Prof. Changsheng Xu, Associate Prof. Shengsheng Qian, and Associate Prof. Quan Fang. I received a BE degree from the Department of Computer Science and Technology, of Inner Mongolia University (IMU), in 2016.

My research interests include Multimedia Computing, Social Media Data Mining, and Multimedia Retrieval. My recent work is mainly about deep learning based multimedia understanding, focusing on cross-modal retrieval and social event detection.

I am recruiting self-motivated interns, Master, Ph.D., and Post-doctor in deep learning based multimedia understanding, and most importantly, cross-modal retrieval systems. If you are interested, please directly send your CV to my email.

Selected Publications

• 
  C^2ST: Cross-modal Contextualized Sequence Transduction for Continuous Sign Language Recognition ,
  Huaiwen Zhang, Zihang Guo, Yang Yang, Xin Liu, De Hu
  International Conference on Computer Vision (ICCV), 2023
  
• 
  Robust Video-Text Retrieval via Noisy Pair Calibration ,
  Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu
  IEEE Transactions on Multimedia (TMM), 2023
  
• 
  C^2MR: Continual Cross-Modal Retrieval for Streaming Multi-modal Data ,
  Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu
  ACM Multimedia (MM), 2023
  
• 
  Debiased Video-Text Retrieval via Soft Positive Sample Calibration ,
  Huaiwen Zhang, Yang Yang, Fan Qi, Shengsheng Qian, Changsheng Xu
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
  
• 
  Distributed Sampling Rate Offset Estimation Over Acoustic Sensor Networks Based on Asynchronous Network Newton Optimization ,
  De Hu, Huaiwen Zhang, Feilong Bao, Rui Wang
  IEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2022
  
• 
  Feeling Without Sharing: A Federated Video Emotion Recognition Framework Via Privacy-Agnostic Hybrid Aggregation ,
  Fan Qi, Zixin Zhang, Xiaoshan Yang, Huaiwen Zhang, Changsheng Xu
  ACM Multimedia (MM), 2022
  
• 
  Alleviating the Loss-Metric Mismatch in Supervised Single-Channel Speech Enhancement ,
  Yang Yang, Hui Zhang, Xueliang Zhang, Huaiwen Zhang
  International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022
  
• 
  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), 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), 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), 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), 2021
  
• 
  Multimodal Disentangled Domain Adaption for Social Media Event Rumor Detection ,
  Huaiwen Zhang, Shengsheng Qian, Quan Fang, Changsheng Xu
  IEEE Transactions on Multimedia (TMM), 2020
  
• 
  Multi-modal Knowledge-aware Event Memory Network for Social Media Rumor Detection ,
  Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu
  ACM Multimedia (MM), 2019
  
• 
  Learning Multimodal Taxonomy via Variational Deep Graph Embedding and Clustering ,
  Huaiwen Zhang, Quan Fang, Shengsheng Qian, Changsheng Xu
  ACM Multimedia (MM), 2018
  
• 
  A Demo for Image-Based Personality Test ,
  Huaiwen Zhang, Jiaming Zhang, Jitao Sang, Changsheng Xu
  International Conference on Multimedia Modeling (MMM), 2017
  
• 
  Visual BFI: An Exploratory Study for Image-Based Personality Test ,
  Jitao Sang, Huaiwen Zhang, Changsheng Xu:
  Pacific Rim Conference on Multimedia (PCM),2016
  Best Paper Award

Service

• Member of ACM, and ACM the Special Interest Group on Multimedia (SIGMM).
• Member of IEEE, and the IEEE Technical Community on Multimedia Computing (TCMC).
• Member of China Computer Federation (CCF), Technical Committee of Multimedia Technology
• Member of Chinese Association for Artificial Intelligence (CAAI), Youth Working Committee
• Member of China Society of Image and Graphics (CSIG)
• Program Committee Member of ICCV, CVPR, ECCV, AAAI, ACM MM, WWW, WSDM,...
• Reviewer of IEEE T-IV, T-ASLP, MMSJ...