Zhengyang Wang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 89

Top Topics

Source Localization

Object Tracking

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Zhengyang Wang, Xiaobo Zhang, Chunqing Ran, Hao Yu, Shengli Wang, Qianran Zhang, Yunli Nie, Xinghua Zhou
Deep Learning-Based Semantic Segmentation and Surface Reconstruction for Point Clouds of Offshore Oil Production Equipment. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chunqing Ran, Xiaobo Zhang, Hao Yu, Zhengyang Wang, Shengli Wang, Jichao Yang
Combined Filtering Method for Offshore Oil and Gas Platform Point Cloud Data Based on KNN_PCF and Hy_WHF and Its Application in 3D Reconstruction. Sensors 24 (2) (2024)
Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond. CoRR (2024)
Zongyue Qin, Chen Luo, Zhengyang Wang, Haoming Jiang, Yizhou Sun
Relational Database Augmented Large Language Model. CoRR (2024)
Haoyu Wang, Ruirui Li, Zhengyang Wang, Xianfeng Tang, Danqing Zhang, Monica Xiao Cheng, Bing Yin, Jasha Droppo, Suhang Wang, Jing Gao
LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data. ICDE (2024)
Xiaoshuai Song, Muxi Diao, Guanting Dong, Zhengyang Wang, Yujia Fu, Runqi Qiao, Zhexu Wang, Dayuan Fu, Huangxuan Wu, Bin Liang, Weihao Zeng, Yejie Wang, Zhuoma Gongque, Jianing Yu, Qiuna Tan, Weiran Xu
CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery. CoRR (2024)
Zhengyang Wang, Xu Ma, Junhuan Peng, Mengyao Shi, Yun Peng, Yuhan Su, Zhaocheng Guo, Wenwen Wang
Quantitative Analysis of SAR Image Geometric Distortion and Its Application in Deformation Rate Fusion Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Xueyi Luo, Minxia Liu, Zheng Han, Weipeng Jiang, Zhengyang Wang, Kunwu Li, Yu Gu, Mohammad Shidujaman
A Study on Cognitive Style Type Test and Its Application in Teaching Activities. HCI (4) (2024)
Xiaoshuai Song, Zhengyang Wang, Keqing He, Guanting Dong, Jinxu Zhao, Weiran Xu
Knowledge Editing on Black-box Large Language Models. CoRR (2024)
Wu Li, Yuyong Yang, Bocheng Tao, Zhengyang Wang, Huailai Zhou, Yuanjun Wang
VSP wavefields separating method based on parallel local slope scanning. Comput. Geosci. 191 (2024)
Tianxin Wei, Bowen Jin, Ruirui Li, Hansi Zeng, Zhengyang Wang, Jianhui Sun, Qingyu Yin, Hanqing Lu, Suhang Wang, Jingrui He, Xianfeng Tang
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond. ICLR (2024)
Xiaofeng Lu, Xuan Wang, Zhengyang Wang, Xinhong Hei
Multi-layer features template update object tracking algorithm based on SiamFC++. EURASIP J. Image Video Process. 2024 (1) (2024)
Xiaofeng Lu, Zhengyang Wang, Xuan Wang, Xinhong Hei
Multi-template temporal information fusion for Siamese object tracking. IET Comput. Vis. 17 (1) (2023)
Xinyi Xu, Zhengyang Wang, Cheng Deng, Hao Yuan, Shuiwang Ji
Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Xin Liu, Zhengyang Wang, Xiaoyuan Wang
Full prediction cascade control of permanent magnet toroidal motor with time-varying parameters. Trans. Inst. Meas. Control 45 (9) (2023)
Hao Yu, Zhengyang Wang, Qingjie Zhou, Yuxuan Ma, Zhuo Wang, Huan Liu, Chunqing Ran, Shengli Wang, Xinghua Zhou, Xiaobo Zhang
Deep-Learning-Based Semantic Segmentation Approach for Point Clouds of Extra-High-Voltage Transmission Lines. Remote. Sens. 15 (9) (2023)
Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs. ACL (Findings) (2023)
Lei Cai, Zhengyang Wang, Rob Kulathinal, Sudhir Kumar, Shuiwang Ji
Deep Low-Shot Learning for Biological Image Classification and Visualization From Limited Training Samples. IEEE Trans. Neural Networks Learn. Syst. 34 (5) (2023)
Peifeng Wang, Zhengyang Wang, Zheng Li, Yifan Gao, Bing Yin, Xiang Ren
SCOTT: Self-Consistent Chain-of-Thought Distillation. CoRR (2023)
Enyan Dai, Limeng Cui, Zhengyang Wang, Xianfeng Tang, Yinghan Wang, Monica Xiao Cheng, Bing Yin, Suhang Wang
A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy. KDD (2023)
Wei Yang, Sheng Chen, Zhengyang Wang, Yang Xu, Liusheng Huang
AutoProfile: An Intelligent Profile Switching System for Smartphones. IEEE Trans. Mob. Comput. 22 (6) (2023)
Yu Wang, Zhengyang Wang, Hengrui Zhang, Qingyu Yin, Xianfeng Tang, Yinghan Wang, Danqing Zhang, Limeng Cui, Monica Cheng, Bing Yin, Suhang Wang, Philip S. Yu
Exploiting Intent Evolution in E-commercial Query Recommendation. KDD (2023)
Haoyu Wang, Ruirui Li, Haoming Jiang, Zhengyang Wang, Xianfeng Tang, Bin Bi, Monica Xiao Cheng, Bing Yin, Yaqing Wang, Tuo Zhao, Jing Gao
LightToken: A Task and Model-agnostic Lightweight Token Embedding Framework for Pre-trained Language Models. KDD (2023)
Enyan Dai, Limeng Cui, Zhengyang Wang, Xianfeng Tang, Yinghan Wang, Monica Cheng, Bing Yin, Suhang Wang
A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy. CoRR (2023)
Yaochen Xie, Zhao Xu, Jingtun Zhang, Zhengyang Wang, Shuiwang Ji
Self-Supervised Learning of Graph Neural Networks: A Unified Review. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Zhengyang Wang, Xiufen Ye, Xue Shang, Shuzhi Sam Ge, Shuxiang Guo
Person re-identification method with Mahalanobis TRM triplet on multi-branch network. Appl. Intell. 53 (23) (2023)
Guyue Huang, Zhengyang Wang, Po-An Tsai, Chen Zhang, Yufei Ding, Yuan Xie
RM-STC: Row-Merge Dataflow Inspired GPU Sparse Tensor Core for Energy-Efficient Sparse Acceleration. MICRO (2023)
Peifeng Wang, Zhengyang Wang, Zheng Li, Yifan Gao, Bing Yin, Xiang Ren
SCOTT: Self-Consistent Chain-of-Thought Distillation. ACL (1) (2023)
Wei Jin, Haitao Mao, Zheng Li, Haoming Jiang, Chen Luo, Hongzhi Wen, Haoyu Han, Hanqing Lu, Zhengyang Wang, Ruirui Li, Zhen Li, Monica Xiao Cheng, Rahul Goutam, Haiyang Zhang, Karthik Subbian, Suhang Wang, Yizhou Sun, Jiliang Tang, Bing Yin, Xianfeng Tang
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation. CoRR (2023)
Karan Samel, Jun Ma, Zhengyang Wang, Tong Zhao, Irfan Essa
Integrating Noisy Knowledge into Language Representations for E-Commerce Applications. BigData (2023)
Xueyan Tang, Yuying Du, Zhengyang Wang, Shawn Chong
EIP Security Analysis: Application Program Standards, Attack Events, and Security Vulnerabilities. EITCE (2023)
Qi Zeng, Qingyu Yin, Zheng Li, Yifan Gao, Sreyashi Nag, Zhengyang Wang, Bing Yin, Heng Ji, Chao Zhang
Improving Consistency for Text Summarization with Energy Functions. EMNLP (Findings) (2023)
Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs. CoRR (2023)
Zhengyang Wang, Shuiwang Ji
Second-Order Pooling for Graph Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Wei Jin, Haitao Mao, Zheng Li, Haoming Jiang, Chen Luo, Hongzhi Wen, Haoyu Han, Hanqing Lu, Zhengyang Wang, Ruirui Li, Zhen Li, Monica Cheng, Rahul Goutam, Haiyang Zhang, Karthik Subbian, Suhang Wang, Yizhou Sun, Jiliang Tang, Bing Yin, Xianfeng Tang
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation. NeurIPS (2023)
Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns. CoRR (2023)
Jiachi Liu, Liwen Wang, Guanting Dong, Xiaoshuai Song, Zechen Wang, Zhengyang Wang, Shanglin Lei, Jinzheng Zhao, Keqing He, Bo Xiao, Weiran Xu
Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations. CoRR (2023)
Kewei Cheng, Xian Li, Zhengyang Wang, Chenwei Zhang, Binxuan Huang, Yifan Ethan Xu, Xin Luna Dong, Yizhou Sun
Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog. ACL (industry) (2023)
Xin Liu, Zheng Li, Yifan Gao, Jingfeng Yang, Tianyu Cao, Zhengyang Wang, Bing Yin, Yangqiu Song
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns. NeurIPS (2023)
Hui Liu, Qingyu Yin, Zhengyang Wang, Chenwei Zhang, Haoming Jiang, Yifan Gao, Zheng Li, Xian Li, Chao Zhang, Bing Yin, William Wang, Xiaodan Zhu
Knowledge-Selective Pretraining for Attribute Value Extraction. EMNLP (Findings) (2023)
Bowen Jin, Hansi Zeng, Guoyin Wang, Xiusi Chen, Tianxin Wei, Ruirui Li, Zhengyang Wang, Zheng Li, Yang Li, Hanqing Lu, Suhang Wang, Jiawei Han, Xianfeng Tang
Language Models As Semantic Indexers. CoRR (2023)
Zhengyang Wang, Yuyong Yang, Qiaomu Qi, Jianhua Wang, Cong Niu, Huailai Zhou
Separating P- and S-Waves Based on the Slope of Wavefield Events and Polarizability. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Mingjie Xu, Yonghong Song, Kangkang Xie, Pengcheng Guo, Jiaxi Mu, Wen Liu, Zhengyang Wang
Adaptive Sparse Self-attention for Object Detection. IJCNN (2022)
Meng Liu, Zhengyang Wang, Shuiwang Ji
Non-Local Graph Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Zhengyang Wang, Jason Gu
Finger Tracking for Human Computer Interface Using Multiple Sensor Data Fusion. CCECE (2022)
Chen Wei, Kexin Lou, Zhengyang Wang, Mingqi Zhao, Dante Mantini, Quanying Liu
Edge Sparse Basis Network: An Deep Learning Framework for EEG Source Localization. CoRR (2021)
Zhengyang Wang, Shuiwang Ji
Smoothed dilated convolutions for improved dense prediction. Data Min. Knowl. Discov. 35 (4) (2021)
Xiaofeng Lu, Xuan Wang, Zhengyang Wang, Xinhong Hei
Template Update Based on 3D-Convolutional Siamese Network for Object Tracking. ACCC (2021)
Yifei Xu, Nuo Zhang, Li Li, Genan Sang, Yuewan Zhang, Zhengyang Wang, Pingping Wei
Joint Learning of Super-Resolution and Perceptual Image Enhancement for Single Image. IEEE Access 9 (2021)
Zhengyang Wang, Yaochen Xie, Shuiwang Ji
Global voxel transformer networks for augmented microscopy. Nat. Mach. Intell. 3 (2) (2021)
Zhengyang Wang, Shufang Tian
Ground object information extraction from hyperspectral remote sensing images using deep learning algorithm. Microprocess. Microsystems 87 (2021)
Zhengyang Wang, Sheng Chen, Wei Yang, Yang Xu
Environment-Independent Wi-Fi Human Activity Recognition with Adversarial Network. ICASSP (2021)
Chen Wei, Kexin Lou, Zhengyang Wang, Mingqi Zhao, Dante Mantini, Quanying Liu
Edge Sparse Basis Network: A Deep Learning Framework for EEG Source Localization. IJCNN (2021)
Hongyang Gao, Zhengyang Wang, Lei Cai, Shuiwang Ji
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions. IEEE Trans. Pattern Anal. Mach. Intell. 43 (8) (2021)
Yaochen Xie, Zhao Xu, Zhengyang Wang, Shuiwang Ji
Self-Supervised Learning of Graph Neural Networks: A Unified Review. CoRR (2021)
Xinyi Xu, Zhengyang Wang, Cheng Deng, Hao Yuan, Shuiwang Ji
Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping. CoRR (2020)
Yaochen Xie, Zhengyang Wang, Shuiwang Ji
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising. NeurIPS (2020)
Lei Cai, Zhengyang Wang, Rob Kulathinal, Sudhir Kumar, Shuiwang Ji
Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples. CoRR (2020)
Hongyang Gao, Hao Yuan, Zhengyang Wang, Shuiwang Ji
Pixel Transposed Convolutional Networks. IEEE Trans. Pattern Anal. Mach. Intell. 42 (5) (2020)
Meng Liu, Zhengyang Wang, Shuiwang Ji
Non-Local Graph Neural Networks. CoRR (2020)
Zhengyang Wang, Bunyamin Sisman, Hao Wei, Xin Luna Dong, Shuiwang Ji
CorDEL: A Contrastive Deep Learning Approach for Entity Linkage. ICDM (2020)
Zhengyang Wang, Meng Liu, Youzhi Luo, Zhao Xu, Yaochen Xie, Limei Wang, Lei Cai, Shuiwang Ji
MoleculeKit: Machine Learning Methods for Molecular Property Prediction and Drug Discovery. CoRR (2020)
Zhengyang Wang, Shuiwang Ji
Second-Order Pooling for Graph Neural Networks. CoRR (2020)
Hongyang Gao, Zhengyang Wang, Shuiwang Ji
Kronecker Attention Networks. CoRR (2020)
Zhengyang Wang, Xia Hu, Shuiwang Ji
iCapsNets: Towards Interpretable Capsule Networks for Text Classification. CoRR (2020)
Zhengyang Wang, Bunyamin Sisman, Hao Wei, Xin Luna Dong, Shuiwang Ji
CorDEL: A Contrastive Deep Learning Approach for Entity Linkage. CoRR (2020)
Hongyang Gao, Zhengyang Wang, Shuiwang Ji
Kronecker Attention Networks. KDD (2020)
Zhengyang Wang, Na Zou, Dinggang Shen, Shuiwang Ji
Non-Local U-Nets for Biomedical Image Segmentation. AAAI (2020)
Zhengyang Wang, Yaochen Xie, Shuiwang Ji
Global Voxel Transformer Networks for Augmented Microscopy. CoRR (2020)
Yaochen Xie, Zhengyang Wang, Shuiwang Ji
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising. CoRR (2020)
Yi Liu, Hao Yuan, Zhengyang Wang, Shuiwang Ji
Global Pixel Transformers for Virtual Staining of Microscopy Images. IEEE Trans. Medical Imaging 39 (6) (2020)
Zhengyang Wang, Xingzhou Li, Jinjin Ruan, Jiaqing Kou
Prediction of Cryptocurrency Price Dynamics with Multiple Machine Learning Techniques. ICMLT (2019)
Yi Liu, Hao Yuan, Zhengyang Wang, Shuiwang Ji
Global Transformer U-Nets for Label-Free Prediction of Fluorescence Images. CoRR (2019)
Hao Yuan, Lei Cai, Zhengyang Wang, Xia Hu, Shaoting Zhang, Shuiwang Ji
Computational modeling of cellular structures using conditional deep generative networks. Bioinform. 35 (12) (2019)
Ziye Wang, Zhengyang Wang, Yang Young Lu, Fengzhu Sun, Shanfeng Zhu
SolidBin: improving metagenome binning with semi-supervised normalized cut. Bioinform. 35 (21) (2019)
Rui Guo, Huixian Shi, Dong Zheng, Chunming Jing, Chaoyuan Zhuang, Zhengyang Wang
Flexible and Efficient Blockchain-Based ABE Scheme With Multi-Authority for Medical on Demand in Telemedicine System. IEEE Access 7 (2019)
Zhengyang Wang, Hao Yuan, Shuiwang Ji
Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions. SDM (2019)
Hongyang Gao, Zhengyang Wang, Shuiwang Ji
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions. NeurIPS (2018)
Lei Cai, Zhengyang Wang, Hongyang Gao, Dinggang Shen, Shuiwang Ji
Deep Adversarial Learning for Multi-Modality Missing Data Completion. KDD (2018)
Hongyang Gao, Zhengyang Wang, Shuiwang Ji
Large-Scale Learnable Graph Convolutional Networks. KDD (2018)
Hongyang Gao, Zhengyang Wang, Shuiwang Ji
Large-Scale Learnable Graph Convolutional Networks. CoRR (2018)
Zhengyang Wang, Shuiwang Ji
Learning Convolutional Text Representations for Visual Question Answering. SDM (2018)
Zhengyang Wang, Shuiwang Ji
Smoothed Dilated Convolutions for Improved Dense Prediction. KDD (2018)
Hongyang Gao, Zhengyang Wang, Shuiwang Ji
ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions. CoRR (2018)
Zhengyang Wang, Shuiwang Ji
Smoothed Dilated Convolutions for Improved Dense Prediction. CoRR (2018)
Zhengyang Wang, Na Zou, Dinggang Shen, Shuiwang Ji
Global Deep Learning Methods for Multimodality Isointense Infant Brain Image Segmentation. CoRR (2018)
Zhengyang Wang, Shuiwang Ji
Learning Convolutional Text Representations for Visual Question Answering. CoRR (2017)
Hongyang Gao, Hao Yuan, Zhengyang Wang, Shuiwang Ji
Pixel Deconvolutional Networks. CoRR (2017)
Zhengyang Wang, Hao Yuan, Shuiwang Ji
Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions. CoRR (2017)
Guanghui Zhao, Fangfang Shen, Zhengyang Wang, Weijia Wu, Guangming Shi, Danhua Liu
A high quality image reconstruction method based on nonconvex decoding. Sci. China Inf. Sci. 56 (11) (2013)
Guanghui Zhao, Fangfang Shen, Zhengyang Wang, Guangming Shi
Cauchy diversity measures: a novel methodology for enhancing sparsity in compressed sensing. IET Signal Process. 7 (9) (2013)
Guanghui Zhao, Zhengyang Wang, Qi Wang, Guangming Shi, Fangfang Shen
Robust ISAR imaging based on compressive sensing from noisy measurements. Signal Process. 92 (1) (2012)