Wang, Peng

Selected Publications

• Journal Article

  Year	Title
  2022	Engineering Blockchain Based Software Systems: Foundations, Survey, and Future Directions Published In ACM Computing Surveys
  2022	Improving performance and efficiency of Graph Neural Networks by injective aggregation Published In Knowledge-Based Systems
  2022	Industrial IoT intrusion detection via evolutionary cost-sensitive learning and fog computing Published In IEEE Internet of Things Journal
  2022	Relation Regularized Scene Graph Generation Published In IEEE Transactions on Cybernetics
  2021	Anisotropic Convolutional Neural Networks for RGB-D based Semantic Scene Completion Published In IEEE Transactions on Pattern Analysis and Machine Intelligence
  2021	D3D: Dual 3-D Convolutional Network for Real-Time Action Recognition Published In IEEE Transactions on Industrial Informatics
  2021	Exploring the auxiliary learning for long-tailed visual recognition Published In Neurocomputing
  2021	Learning Graph Convolutional Networks for Multi-Label Recognition and Applications Published In IEEE Transactions on Pattern Analysis and Machine Intelligence
  2020	Towards Effective Deep Embedding for Zero-Shot Learning Published In IEEE Transactions on Circuits and Systems for Video Technology
  2019	A separation–aggregation network for image denoising Published In Applied Soft Computing Journal
  2019	Adaptive Importance Learning for Improving Lightweight Image Super-Resolution Network Published In International Journal of Computer Vision
  2019	Order-aware convolutional pooling for video based action recognition Published In Pattern Recognition
  2019	Piecewise Classifier Mappings: Learning Fine-Grained Learners for Novel Categories with Few Examples Published In IEEE Transactions on Image Processing
  2019	Unsupervised Domain Adaptation Using Robust Class-Wise Matching Published In IEEE Transactions on Circuits and Systems for Video Technology
  2018	Two-Stream 3-D convNet Fusion for Action Recognition in Videos with Arbitrary Size and Length Published In IEEE Transactions on Multimedia
  2017	Temporal Pyramid Pooling-Based Convolutional Neural Network for Action Recognition Published In IEEE Transactions on Circuits and Systems for Video Technology
  2016	Web video event recognition by semantic analysis from ubiquitous documents Published In IEEE Transactions on Image Processing
  2013	A speech enhancement method for spatial target using an acoustic vector sensor Published In Qinghua Daxue Xuebao/Journal of Tsinghua University

• Chapter

  Year	Title
  2022	Advanced Models for Video Question Answering Published In Advances in Computer Vision and Pattern Recognition Publisher Springer Nature Singapore
  2022	Classical Visual Question Answering Published In Advances in Computer Vision and Pattern Recognition Publisher Springer Nature Singapore
  2022	Deep Learning Basics Published In Advances in Computer Vision and Pattern Recognition Publisher Springer Nature Singapore
  2022	Referring Expression Comprehension Published In Advances in Computer Vision and Pattern Recognition Publisher Springer Nature Singapore
  2022	Video Question Answering Published In Advances in Computer Vision and Pattern Recognition Publisher Springer Nature Singapore
  2022	Video Representation Learning Published In Advances in Computer Vision and Pattern Recognition Publisher Springer Nature Singapore
  2020	Semi-supervised Crowd Counting via Self-training on Surrogate Tasks Published In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) Publisher Springer International Publishing

• Conference Paper

  Year	Title
  2021	Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
  2021	INTER-MODALITY FUSION BASED ATTENTION FOR ZERO-SHOT CROSS-MODAL RETRIEVAL Published In Proceedings - International Conference on Image Processing, ICIP
  2020	Anisotropic convolutional networks for 3D semantic scene completion Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
  2020	Cops-Ref: A New Dataset and Task on Compositional Referring Expression Comprehension Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
  2020	Pixel-aware deep function-mixture network for spectral super-resolution Published In AAAI 2020 - 34th AAAI Conference on Artificial Intelligence
  2020	V-PROM: A benchmark for visual reasoning using visual progressive matrices Published In AAAI 2020 - 34th AAAI Conference on Artificial Intelligence
  2019	Adaptive multi-path aggregation for human densepose estimation in the wild Published In MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia
  2019	Multi-label image recognition with graph convolutional networks Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
  2019	Neighbourhood watch: Referring expression comprehension via language-guided graph attention networks Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
  2018	Visual Question Answering with Memory-Augmented Networks Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
  2017	Event video mashup: From hundreds of videos to minutes of Skeleton Published In 31st AAAI Conference on Artificial Intelligence, AAAI 2017
  2017	Multi-attention network for one shot learning Published In Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017
  2016	Exploiting Temporal Information for DCNN-Based Fine-Grained Object Classification Published In 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016
  2016	Exploiting Temporal Information for DCNN-based Fine-Grained Object Classification Published In 2016 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA)
  2016	Quartet-net learning for visual instance retrieval Published In MM 2016 - Proceedings of the 2016 ACM Multimedia Conference
  2016	What's wrong with that object? Identifying images of unusual objects by modelling the detection score distribution Published In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
  2014	WeMash: An online system for web video mashup Published In MM 2014 - Proceedings of the 2014 ACM Conference on Multimedia
  2011	Super resolution reconstruction via multiple frames joint learning Published In Proceedings - 2011 International Conference on Multimedia and Signal Processing, CMSP 2011