Huibing Wang(王辉兵) Ph.D., Associate Professor School of Information Science and Technology, Dalian Maritime University                 Office: Room 209,Science Hall Email: huibing.wang@dlmu.edu.cn

Bios

• I am an Associate Professor at Liaoning Underwater Robot Engineering Research Center, School of Information Science and Technology of Dalian Maritime University.

• I received the Ph.D. degree from Dalian University of Technology under the supervision of Prof. Lin Feng in 2018.

• From Oct. 2016 to Sep. 2017, I was a visiting scholar in Prof. Chunhua Shen's group at UoA, Australia.

• My research interests focus on computer vision and machine learning, particularly on multi-view learning, object re-id and deep learning models.

Updates

• 2024/06/01 One paper "Towards Adaptive Consensus Graph: Multi-view Clustering via Graph Collaboration" is featured as ESI Highly cited paper.

• 2024/05/14 One paper about Incomplete Multi-view Clustering has been accepted by IEEE TMM.

• 2024/03/17 Two papers about Person Search have been accepted by IJCAI.

• 2024/03/06 One paper about VQA has been accepted by CVIU.

• 2024/02/21 One paper about Person ReID has been accepted by ACM TOMM.

• 2024/02/19 One paper about Unsupervised Person ReID has been accepted by Pattern Recognition.

• 2023/03/15 One paper Unsupervised Person ReID has been accepted by IEEE TCSVT.

• 2023/01/19 One paper about Multi-view Binary Clustering has been accepted by IEEE TNNLS.

• 2022/12/29 I was invited by “Big data mining and analytics” to be a guest editor for the special issue “Intelligent network video advances based on transformers”. Hope for your submissions.

• 2022/10/14 I was invited by Applied Sciences to be a guest editor for the special issue “Algorithms and Applications of Multi-View Information Clustering”. Hope for your submissions.

• 2023/09/12 One paper about Multiview Learning has been accepted by IEEE TNNLS.

• 2022/10/01 One paper about Multi-view Clustering has been accepted by IEEE TMM.

• 2022/08/02 Our research on “Underwater Environment Perception” got the foundation from Dalian Sciences and Technology Bureau.

• 2022/06/10 One paper about Cross-Domain Vehicle ReID has been accepted by Science China Information Sciences (中国科学：信息科学).

• 2022/04/23 One paper about Domain Adaptive Person ReID has been accepted by Knowledge-Based Sysetms.

• 2022/04/06 One paper about Vehicle ReID has been accepted by ACM ICMR.

• 2022/01/10 One paper about Tensorial Multi-view Clustering has been accepted by IEEE TCSVT.

Research Interests

My research interests include some sub-fields of Computer Vision and Machine Learning:

• Person Search.

• Multi-View Learning.

• Underwater Image Processing.

Selected Publications (Full List)

Journal Articles

• Manifold-based Incomplete Multi-view Clustering via Bi-Consistency Guidance.
  Huibing Wang, Mingze Yao, Yawei Chen, Yunqiu Xu, Haipeng Liu, Wei Jia, Xianping Fu, Yang Wang.
  IEEE Transactions on Multimedia (2024).

  [Paper][Code]

• ReFID: Reciprocal Frequency-aware Generalizable Person Re-identification via Decomposition and Filtering.
  Jinjia Peng, Pengpeng Song, Hui Li, Huibing Wang*.
  ACM Transactions on Multimedia Computing, Communications and Applications (2024).

  [Paper]

• Graph-Collaborated Auto-Encoder Hashing for Multi-view Binary Clustering.
  Huibing Wang, Mingze Yao, Guangqi Jiang, Zetian Mi, and Xianping Fu.
  IEEE Transactions on Neural Networks and Learning Systems (2023).

  [Paper]

• Towards Adaptive Consensus Graph: Multi-view Clustering via Graph Collaboration.
  Huibing Wang, Guangqi Jiang, Jinjia Peng, Ruoxi Deng, and Xianping Fu.
  IEEE Transactions on Multimedia (2022). (ESI Highly Cited Paper, Top 1%)

  [Paper][Code]

• Attribute-guided feature learning network for vehicle reidentification.
  Huibing Wang, Jinjia Peng, Dongyan Chen, Guangqi Jiang, Tongtong Zhao, and Xianping Fu.
  IEEE MultiMedia 27, no. 4 (2020): 112-121.

  [Paper]

• Kernelized multiview subspace analysis by self-weighted learning.
  Huibing Wang, Yang Wang, Zhao Zhang, Xianping Fu, Li Zhuo, Mingliang Xu, and Meng Wang.
  IEEE Transactions on Multimedia 23 (2020): 3828-3840.

  [Paper]

• Multi-path deep cnns for fine-grained car recognition.
  Huibing Wang, Jinjia Peng, Yanzhu Zhao, and Xianping Fu.
  IEEE Transactions on Vehicular Technology 69, no. 10 (2020): 10484-10493.

  [Paper]

• Semantic Discriminative Metric Learning for Image Similarity Measurement.
  Huibing Wang, Lin Feng, Jing Zhang, and Yang Liu.
  IEEE Transactions on Multimedia 18, no. 8 (2016): 1579-1589.

  [Paper]

• Adaptive Memorization with Group-aware labels for Unsupervised Person Re-identification.
  Jinjia Peng, Guangqi Jiang and Huibing Wang*.
  IEEE Transactions on Circuits and Systems for Video Technology (2023).

  [Paper]

• Tensorial Multi-view Clustering via Low-rank Constrained High-order Graph Learning.
  Guangqi Jiang, Jinjia Peng, Huibing Wang*, Zetian Mi, and Xianping Fu.
  IEEE Transactions on Circuits and Systems for Video Technology 32, no. 8 (2022): 5307-5318.

  [Paper][Code]

• A Unified Framework Based on Graph Consensus Term for Multiview Learning.
  Xiangzhu Meng, Lin Feng, Chonghui Guo, Huibing Wang*, and Shu Wu.
  IEEE Transactions on Neural Networks and Learning Systems (2022).

  [Paper]

• Adapt only once: Fast unsupervised person re-identification via relevance-aware guidance.
  Jinjia Peng, Jiazuo Yu, Chenjun Wang, Huibing Wang, and Xianping Fu.
  Pattern Recognition, 2024: 110360.

  [Paper]

• Structural Analysis of Attributes for Vehicle Re-Identification and Retrieval.
  Yanzhu Zhao, Chunhua Shen, Huibing Wang, and Shengyong Chen.
  IEEE Transactions on Intelligent Transportation Systems 21, no. 2 (2019): 723-734.

  [Paper]

• Learning a distance metric by balancing kl-divergence for imbalanced datasets.
  Lin Feng, Huibing Wang, Bo Jin, Haohao Li, Mingliang Xue, and Le Wang.
  IEEE Transactions on Systems, Man, and Cybernetics: Systems 49, no. 12 (2018): 2384-2395.

  [Paper]

• Deep CNNs With Spatially Weighted Pooling for Fine-Grained Car Recognition.
  Qichang Hu, Huibing Wang, Teng Li, and Chunhua Shen.
  IEEE Transactions on Intelligent Transportation Systems 18, no. 11 (2017): 3147-3156.

  [Paper]

Conference Papers

• Scene-Adaptive Person Search via Bilateral Modulations.
  Yimin Jiang, Huibing Wang*, Jinjia Peng, Xianping Fu and Yang Wang.
  In Proceedings of the Thirty-Thrid International Joint Conference on Artificial Intelligence(IJCAI).

  [Paper][Code]

• Fast One-Stage Unsupervised Domain Adaptive Person Search.
  Tianxiang Cui, Huibing Wang*, Jinjia Peng, Ruoxi Deng, Xianping Fu, Yang Wang.
  In Proceedings of the Thirty-Thrid International Joint Conference on Artificial Intelligence(IJCAI).

  [Paper][Code]

• Learning multiple semantic knowledge for cross-domain unsupervised vehicle re-identification.
  Huibing Wang, Jinjia Peng, Guangqi Jiang, and Xianping Fu.
  In 2021 IEEE International Conference on Multimedia and Expo (ICME), pp. 1-6. IEEE, 2021.

  [Paper]

• Msav: an unified framework for multi-view subspace analysis with view consistence.
  Huibing Wang, Guangqi Jiang, Jinjia Peng, and Xianping Fu.
  In Proceedings of the 2021 International Conference on Multimedia Retrieval (ACM ICMR), pp. 653-659. 2021.

  [Paper]

• Parallelism Network with Partial-aware and Cross-correlated Transformer for Vehicle Re-identification.
  Guangqi Jiang, Huibing Wang*, Jinjia Peng, and Xianping Fu.
  In Proceedings of the 2022 International Conference on Multimedia Retrieval (ACM ICMR), pp. 594-600. 2022.

  [Paper]

• Learning to decode contextual information for efficient contour detection.
  Ruoxi Deng, Shengjun Liu, Jinxin Wang, Huibing Wang, Hanli Zhao, and Xiaoqin Zhang.
  In Proceedings of the 29th ACM International Conference on Multimedia (ACM Multimedia), pp. 4435-4443. 2021.

  [Paper]

• Unsupervised vehicle re-identification with progressive adaptation.
  Jinjia Peng, Yang Wang, Huibing Wang, Zhao Zhang, Xianping Fu, and Meng Wang.
  In International Joint Conference on Artificial Interlligence(IJCAI).

  [Paper][Code]

• Learning to predict crisp boundaries.
  Ruoxi Deng, Chunhua Shen, Shengjun Liu, Huibing Wang, and Xinru Liu.
  In Proceedings of the European Conference on Computer Vision (ECCV), pp. 562-578. 2018.

  [Paper]

Academic Services

Guest Editor

• Applied Sciences

• Big Data Mining and Analytics

Program Committee Member

• International Joint Conference on Artificial Intelligence (IJCAI)

• Association for the Advancement of Artificial Intelligence (AAAI)

• IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

• ACM International Conference on Multimedia (ACM Multimedia)

• International Conference on Pattern Recognition (ICPR)

• International Conference on Multimedia and Expo (ICME)

• International Conference on Multimedia Retrieval (ICMR)

• …

Journal Reviewer

• IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI)

• IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE)

• IEEE Transactions on Image Processing (IEEE TIP)

• ACM Transactions on Information Systems (ACM TOIS)

• IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS)

• IEEE Transactions on Multimedia (IEEE TMM)

• IEEE Transactions on Cybernetic (IEEE TCYB)

• IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT)

• IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS)

• ACM Transactions on Multimedia Computing, Communications and Applications (ACM TOMM)

• IEEE Transactions on Big Data (IEEE TBD)

• …

Correspondence

Office

Huibing Wang
Room 209, in Science Hall
Dalian Maritime University
Dalian, China

Address

Dalian Maritime University, Lingshui Road Street, Ganjingzi District, Dalian City, Liaoning Province, China