Zelin Zang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 39

Top Topics

High Dimensional

Manifold Learning

Dimension Reduction

Top Venues

Comput. Intell. Neurosci.

IEEE Open J. Commun. Soc.

Publications

Zelin Zang, Liangyu Li, Yongjie Xu, Chenrui Duan, Kai Wang, Yang You, Yi Sun, Stan Z. Li
Must: Maximizing Latent Capacity of Spatial Transcriptomics Data. CoRR (2024)
Bozhen Hu, Zelin Zang, Cheng Tan, Stan Z. Li
Deep Manifold Transformation for Protein Representation Learning. ICASSP (2024)
Kai Wang, Zhaopan Xu, Yukun Zhou, Zelin Zang, Trevor Darrell, Zhuang Liu, Yang You
Neural Network Diffusion. CoRR (2024)
Bozhen Hu, Zelin Zang, Jun Xia, Lirong Wu, Cheng Tan, Stan Z. Li
Deep Manifold Graph Auto-Encoder for Attributed Graph Embedding. CoRR (2024)
Chenrui Duan, Zelin Zang, Yongjie Xu, Hang He, Zihan Liu, Zijia Song, Ju-Sheng Zheng, Stan Z. Li
FGBERT: Function-Driven Pre-trained Gene Language Model for Metagenomics. CoRR (2024)
Zicheng Liu, Jiahui Li, Siyuan Li, Zelin Zang, Cheng Tan, Yufei Huang, Yajing Bai, Stan Z. Li
GenBench: A Benchmarking Suite for Systematic Evaluation of Genomic Foundation Models. CoRR (2024)
Ge Wang, Zelin Zang, Jiangbin Zheng, Jun Xia, Stan Z. Li
Graph-level Protein Representation Learning by Structure Knowledge Refinement. CoRR (2024)
Zelin Zang, Shenghui Cheng, Hanchen Xia, Liangyu Li, Yaoting Sun, Yongjie Xu, Lei Shang, Baigui Sun, Stan Z. Li
DMT-EV: An Explainable Deep Network for Dimension Reduction. IEEE Trans. Vis. Comput. Graph. 30 (3) (2024)
Zijia Song, Zelin Zang, Yelin Wang, Guozheng Yang, Jiangbin Zheng, Kaicheng yu, Wanyu Chen, Stan Z. Li
Gentle-CLIP: Exploring Aligned Semantic In Low-Quality Multimodal Data With Soft Alignment. CoRR (2024)
Bozhen Hu, Zelin Zang, Cheng Tan, Stan Z. Li
Deep Manifold Transformation for Protein Representation Learning. CoRR (2024)
Hong Liu, Xiuxiu Qiu, Yiming Shi, Zelin Zang
USD: Unsupervised Soft Contrastive Learning for Fault Detection in Multivariate Time Series. CoRR (2024)
Zelin Zang, Lei Shang, Senqiao Yang, Fei Wang, Baigui Sun, Xuansong Xie, Stan Z. Li
Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier. ICCV (2023)
Siyuan Li, Di Wu, Fang Wu, Zelin Zang, Stan Z. Li
Architecture-Agnostic Masked Image Modeling - From ViT back to CNN. ICML (2023)
Bozhen Hu, Zelin Zang, Jun Xia, Lirong Wu, Cheng Tan, Stan Z. Li
Deep Manifold Graph Auto-Encoder For Attributed Graph Embedding. ICASSP (2023)
Zelin Zang, Hao Luo, Kai Wang, Panpan Zhang, Fan Wang, Stan Z. Li, Yang You
Boosting Unsupervised Contrastive Learning Using Diffusion-Based Data Augmentation From Scratch. CoRR (2023)
Feiyang Guo, Linyan Lu, Zelin Zang, Mohammad Shikh-Bahaei
Machine Learning for Predictive Deployment of UAVs With Multiple Access. IEEE Open J. Commun. Soc. 4 (2023)
Zelin Zang, Yongjie Xu, Linyan Lu, Yulan Geng, Senqiao Yang, Stan Z. Li
UDRN: Unified Dimensional Reduction Neural Network for feature selection and feature projection. Neural Networks 161 (2023)
Zelin Zang, Shenghui Cheng, Linyan Lu, Hanchen Xia, Liangyu Li, Yaoting Sun, Yongjie Xu, Lei Shang, Baigui Sun, Stan Z. Li
EVNet: An Explainable Deep Network for Dimension Reduction. CoRR (2022)
Di Wu, Siyuan Li, Zelin Zang, Stan Z. Li
Exploring Localization for Self-supervised Fine-grained Contrastive Learning. BMVC (2022)
Zelin Zang, Yongjie Xu, Yulan Geng, Siyuan Li, Stan Z. Li
UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection. CoRR (2022)
Siyuan Li, Di Wu, Fang Wu, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li
Architecture-Agnostic Masked Image Modeling - From ViT back to CNN. CoRR (2022)
Zihan Liu, Yun Luo, Zelin Zang, Stan Z. Li
Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks. WSDM (2022)
Lirong Wu, Zicheng Liu, Jun Xia, Zelin Zang, Siyuan Li, Stan Z. Li
Generalized Clustering and Multi-Manifold Learning with Geometric Structure Preservation. WACV (2022)
Zelin Zang, Siyuan Li, Di Wu, Ge Wang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li
DLME: Deep Local-Flatness Manifold Embedding. ECCV (21) (2022)
Zelin Zang, Siyuan Li, Di Wu, Ge Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li
DLME: Deep Local-flatness Manifold Embedding. CoRR (2022)
Zelin Zang, Siyuan Li, Di Wu, Jianzhu Guo, Yongjie Xu, Stan Z. Li
Deep manifold embedding of attributed graphs. Neurocomputing 514 (2022)
Siyuan Li, Zelin Zang, Di Wu, Zhiyuan Chen, Stan Z. Li
GenURL: A General Framework for Unsupervised Representation Learning. CoRR (2021)
Di Wu, Siyuan Li, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li
Align Yourself: Self-supervised Pre-training for Fine-grained Recognition via Saliency Alignment. CoRR (2021)
Zelin Zang, Siyuan Li, Di Wu, Jianzhu Guo, Yongjie Xu, Stan Z. Li
Unsupervised Deep Manifold Attributed Graph Embedding. CoRR (2021)
Siyuan Li, Haitao Lin, Zelin Zang, Lirong Wu, Jun Xia, Stan Z. Li
Invertible Manifold Learning for Dimension Reduction. ECML/PKDD (3) (2021)
Zihan Liu, Yun Luo, Zelin Zang, Stan Z. Li
Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks. CoRR (2021)
Guoqi Chen, Wanliang Wang, Zheng Wang, Honghai Liu, Zelin Zang, Weikun Li
Two-dimensional discrete feature based spatial attention CapsNet For sEMG signal recognition. Appl. Intell. 50 (10) (2020)
Stan Z. Li, Lirong Wu, Zelin Zang
Consistent Representation Learning for High Dimensional Data Analysis. CoRR (2020)
Stan Z. Li, Zelin Zang, Lirong Wu
Deep Manifold Computing and Visualization. CoRR (2020)
Lirong Wu, Zicheng Liu, Zelin Zang, Jun Xia, Siyuan Li, Stan Z. Li
Deep Clustering and Representation Learning that Preserves Geometric Structures. CoRR (2020)
Siyuan Li, Haitao Lin, Zelin Zang, Lirong Wu, Jun Xia, Stan Z. Li
Invertible Manifold Learning for Dimension Reduction. CoRR (2020)
Linyan Lu, Zhaohui Yang, Mingzhe Chen, Zelin Zang, Mohammad Shikh-Bahaei
Machine Learning for Predictive Deployment of UAVs with Multiple Access. CoRR (2020)
Zelin Zang, Wanliang Wang, Yuhang Song, Linyan Lu, Weikun Li, Yule Wang, Yanwei Zhao
Hybrid Deep Neural Network Scheduler for Job-Shop Problem Based on Convolution Two-Dimensional Transformation. Comput. Intell. Neurosci. 2019 (2019)
Zelin Zang, Wanliang Wang, Linyan Lu, Yanwei Zhao
Fish Swarm Based Man-Machine Cooperative Photographing Location Positioning Algorithm. CDVE (2018)