Zhengyang Wang

Orcid: 0000-0002-5146-2884

According to our database¹, Zhengyang Wang authored at least 83 papers between 2012 and 2024.

Collaborative distances:

Dijkstra number² of three.
Erdős number³ of four.

Timeline

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PhD thesis

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On csauthors.net:

Bibliography

2024

Multi-layer features template update object tracking algorithm based on SiamFC++.

[BibT_eX]

[DOI]

EURASIP J. Image Video Process., December, 2024

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.

[BibT_eX]

[DOI]

Sensors, January, 2024

Deep Learning-Based Semantic Segmentation and Surface Reconstruction for Point Clouds of Offshore Oil Production Equipment.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Quantitative Analysis of SAR Image Geometric Distortion and Its Application in Deformation Rate Fusion Mapping.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

SIMD-style Sorting of Integer Sequence in RLWE Ciphertext.

[BibT_eX]

[DOI]

Zijing Li

Hongbo Li

Zhengyang Wang

IACR Cryptol. ePrint Arch., 2024

VSP wavefields separating method based on parallel local slope scanning.

[BibT_eX]

[DOI]

Comput. Geosci., 2024

Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Scaling Laws for Predicting Downstream Performance in LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

RNR: Teaching Large Language Models to Follow Roles and Rules.

[BibT_eX]

[DOI]

CoRR, 2024

Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

Relational Database Augmented Large Language Model.

[BibT_eX]

[DOI]

CoRR, 2024

CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery.

[BibT_eX]

[DOI]

CoRR, 2024

Knowledge Editing on Black-box Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-Branch Feature Alignment Network for Misaligned and Occluded Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Access, 2024

Landscape Cinemagraph Synthesis with Sketch Guidance.

[BibT_eX]

[DOI]

Proceedings of the SIGGRAPH Asia 2024 Posters, SA 2024, TokyoJapan, December 3-6, 2024, 2024

A Paradigm for Generating Operational Seamless Land Surface Temperature Products.

[BibT_eX]

[DOI]

Proceedings of the IGARSS 2024, 2024

Language Models as Semantic Indexers.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

A Study on Cognitive Style Type Test and Its Application in Teaching Activities.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction, 2024

BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Data Diversity Matters for Robust Instruction Tuning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Person re-identification method with Mahalanobis TRM triplet on multi-branch network.

[BibT_eX]

[DOI]

Appl. Intell., December, 2023

AutoProfile: An Intelligent Profile Switching System for Smartphones.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., June, 2023

Second-Order Pooling for Graph Neural Networks.

[BibT_eX]

[DOI]

Zhengyang Wang

Shuiwang Ji

IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Deep Low-Shot Learning for Biological Image Classification and Visualization From Limited Training Samples.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., May, 2023

Deep-Learning-Based Semantic Segmentation Approach for Point Clouds of Extra-High-Voltage Transmission Lines.

[BibT_eX]

[DOI]

Remote. Sens., May, 2023

Multi-template temporal information fusion for Siamese object tracking.

[BibT_eX]

[DOI]

IET Comput. Vis., February, 2023

Full prediction cascade control of permanent magnet toroidal motor with time-varying parameters.

[BibT_eX]

[DOI]

Xin Liu

Zhengyang Wang

Xiaoyuan Wang

Trans. Inst. Meas. Control, 2023

Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Self-Supervised Learning of Graph Neural Networks: A Unified Review.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations.

[BibT_eX]

[DOI]

CoRR, 2023

Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

RM-STC: Row-Merge Dataflow Inspired GPU Sparse Tensor Core for Energy-Efficient Sparse Acceleration.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

LightToken: A Task and Model-agnostic Lightweight Token Embedding Framework for Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Exploiting Intent Evolution in E-commercial Query Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Knowledge-Selective Pretraining for Attribute Value Extraction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Improving Consistency for Text Summarization with Energy Functions.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

EIP Security Analysis: Application Program Standards, Attack Events, and Security Vulnerabilities.

[BibT_eX]

[DOI]

Proceedings of the 2023 7th International Conference on Electronic Information Technology and Computer Engineering, 2023

Integrating Noisy Knowledge into Language Representations for E-Commerce Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

SCOTT: Self-Consistent Chain-of-Thought Distillation.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog.

[BibT_eX]

[DOI]

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Non-Local Graph Neural Networks.

[BibT_eX]

[DOI]

Meng Liu

Zhengyang Wang

Shuiwang Ji

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Separating P- and S-Waves Based on the Slope of Wavefield Events and Polarizability.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Adaptive Sparse Self-attention for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Finger Tracking for Human Computer Interface Using Multiple Sensor Data Fusion.

[BibT_eX]

[DOI]

Zhengyang Wang

Jason Gu

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2022

2021

Ground object information extraction from hyperspectral remote sensing images using deep learning algorithm.

[BibT_eX]

[DOI]

Zhengyang Wang

Shufang Tian

Microprocess. Microsystems, November, 2021

ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Global voxel transformer networks for augmented microscopy.

[BibT_eX]

[DOI]

Zhengyang Wang

Yaochen Xie

Shuiwang Ji

Nat. Mach. Intell., 2021

Smoothed dilated convolutions for improved dense prediction.

[BibT_eX]

[DOI]

Zhengyang Wang

Shuiwang Ji

Data Min. Knowl. Discov., 2021

Self-Supervised Learning of Graph Neural Networks: A Unified Review.

[BibT_eX]

[DOI]

CoRR, 2021

Edge Sparse Basis Network: An Deep Learning Framework for EEG Source Localization.

[BibT_eX]

[DOI]

CoRR, 2021

Joint Learning of Super-Resolution and Perceptual Image Enhancement for Single Image.

[BibT_eX]

[DOI]

IEEE Access, 2021

Edge Sparse Basis Network: A Deep Learning Framework for EEG Source Localization.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Environment-Independent Wi-Fi Human Activity Recognition with Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Template Update Based on 3D-Convolutional Siamese Network for Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2nd Asia Conference on Computers and Communications, 2021

2020

zhengyang-wang/GVTNets: Code for "Global Voxel Transformer Networks for Augmented Microscopy".

[BibT_eX]

[DOI]

Zhengyang Wang

Yaochen Xie

Shuiwang Ji

Dataset, November, 2020

Global Pixel Transformers for Virtual Staining of Microscopy Images.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2020

Pixel Transposed Convolutional Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

MoleculeKit: Machine Learning Methods for Molecular Property Prediction and Drug Discovery.

[BibT_eX]

[DOI]

CoRR, 2020

iCapsNets: Towards Interpretable Capsule Networks for Text Classification.

[BibT_eX]

[DOI]

Zhengyang Wang

Xia Hu

Shuiwang Ji

CoRR, 2020

Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising.

[BibT_eX]

[DOI]

Yaochen Xie

Zhengyang Wang

Shuiwang Ji

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Kronecker Attention Networks.

[BibT_eX]

[DOI]

Hongyang Gao

Zhengyang Wang

Shuiwang Ji

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

CorDEL: A Contrastive Deep Learning Approach for Entity Linkage.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Non-Local U-Nets for Biomedical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Global Transformer U-Nets for Label-Free Prediction of Fluorescence Images.

[BibT_eX]

[DOI]

CoRR, 2019

Computational modeling of cellular structures using conditional deep generative networks.

[BibT_eX]

[DOI]

Bioinform., 2019

SolidBin: improving metagenome binning with semi-supervised normalized cut.

[BibT_eX]

[DOI]

Bioinform., 2019

Flexible and Efficient Blockchain-Based ABE Scheme With Multi-Authority for Medical on Demand in Telemedicine System.

[BibT_eX]

[DOI]

IEEE Access, 2019

Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions.

[BibT_eX]

[DOI]

Zhengyang Wang

Hao Yuan

Shuiwang Ji

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Prediction of Cryptocurrency Price Dynamics with Multiple Machine Learning Techniques.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Machine Learning Technologies, 2019

2018

Global Deep Learning Methods for Multimodality Isointense Infant Brain Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2018

Learning Convolutional Text Representations for Visual Question Answering.

[BibT_eX]

[DOI]

Zhengyang Wang

Shuiwang Ji

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

ChannelNets: Compact and Efficient Convolutional Neural Networks via Channel-Wise Convolutions.

[BibT_eX]

[DOI]

Hongyang Gao

Zhengyang Wang

Shuiwang Ji

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Large-Scale Learnable Graph Convolutional Networks.

[BibT_eX]

[DOI]

Hongyang Gao

Zhengyang Wang

Shuiwang Ji

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Deep Adversarial Learning for Multi-Modality Missing Data Completion.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017

Pixel Deconvolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2017

2013

Cauchy diversity measures: a novel methodology for enhancing sparsity in compressed sensing.

[BibT_eX]

[DOI]

IET Signal Process., 2013

A high quality image reconstruction method based on nonconvex decoding.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2013

2012

Robust ISAR imaging based on compressive sensing from noisy measurements.

[BibT_eX]

[DOI]

Signal Process., 2012

Zhengyang Wang

Timeline

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