Changwen Zheng

Orcid: 0000-0002-2311-6757

According to our database1, Changwen Zheng authored at least 139 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Intriguing Property and Counterfactual Explanation of GAN for Remote Sensing Image Generation.
Int. J. Comput. Vis., November, 2024

Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation.
Knowl. Based Syst., January, 2024

Manifold Constraint Regularization for Remote Sensing Image Generation.
IEEE Trans. Geosci. Remote. Sens., 2024

A Novel Causal Inference-Guided Feature Enhancement Framework for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2024

Introducing diminutive causal structure into graph representation learning.
Knowl. Based Syst., 2024

On the Generalization and Causal Explanation in Self-Supervised Learning.
CoRR, 2024

Less yet robust: crucial region selection for scene recognition.
CoRR, 2024

Rethinking Meta-Learning from a Learning Lens.
CoRR, 2024

Image-based Freeform Handwriting Authentication with Energy-oriented Self-Supervised Learning.
CoRR, 2024

Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective.
CoRR, 2024

On the Causal Sufficiency and Necessity of Multi-Modal Representation Learning.
CoRR, 2024

On the Discriminability of Self-Supervised Representation Learning.
CoRR, 2024

Not All Frequencies Are Created Equal:Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting.
CoRR, 2024

Interventional Imbalanced Multi-Modal Representation Learning via β-Generalization Front-Door Criterion.
CoRR, 2024

Learning Invariant Causal Mechanism from Vision-Language Models.
CoRR, 2024

Explicitly Modeling Universality into Self-Supervised Learning.
CoRR, 2024

Meta-Auxiliary Learning for Micro-Expression Recognition.
CoRR, 2024

Intriguing Properties of Positional Encoding in Time Series Forecasting.
CoRR, 2024

Graph Partial Label Learning with Potential Cause Discovering.
CoRR, 2024

Not All Frequencies Are Created Equal: Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

MSI: Multi-modal Recommendation via Superfluous Semantics Discarding and Interaction Preserving.
Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

Object-aided Generative Adversarial Networks for Remote Sensing Image Generation.
Proceedings of the International Joint Conference on Neural Networks, 2024

Hacking Task Confounder in Meta-Learning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Unbiased Image Synthesis via Manifold Guidance in Diffusion Models.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Radardiff: Improving Sea Clutter Suppression Using Diffusion Models for Radar Images.
Proceedings of the IEEE International Conference on Acoustics, 2024

T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Rethinking Causal Relationships Learning in Graph Neural Networks.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Information theory-guided heuristic progressive multi-view coding.
Neural Networks, October, 2023

Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity.
IEEE Trans. Knowl. Data Eng., July, 2023

A Polarimetric Scattering Characteristics-Guided Adversarial Learning Approach for Unsupervised PolSAR Image Classification.
Remote. Sens., April, 2023

Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation.
IEEE Trans. Knowl. Data Eng., March, 2023

GSGAN: Learning controllable geospatial images generation.
IET Image Process., February, 2023

Hacking Task Confounder in Meta-Learning.
CoRR, 2023

Unleash Model Potential: Bootstrapped Meta Self-supervised Learning.
CoRR, 2023

CSSL-RHA: Contrastive Self-Supervised Learning for Robust Handwriting Authentication.
CoRR, 2023

Learning to Sample Tasks for Meta Learning.
CoRR, 2023

Towards the Sparseness of Projection Head in Self-Supervised Learning.
CoRR, 2023

Manifold-Guided Sampling in Diffusion Models for Unbiased Image Generation.
CoRR, 2023

A Dimensional Structure based Knowledge Distillation Method for Cross-Modal Learning.
CoRR, 2023

A Unified GAN Framework Regarding Manifold Alignment for Remote Sensing Images Generation.
CoRR, 2023

Introducing Expertise Logic into Graph Representation Learning from A Causal Perspective.
CoRR, 2023

MOC: Multi-modal Sentiment Analysis via Optimal Transport and Contrastive Interactions.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Adaptive Graph Augmentation for Graph Contrastive Learning.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

Robust Hypergraph-Augmented Graph Contrastive Learning for Graph Self-Supervised Learning.
Proceedings of the 2023 2nd Asia Conference on Algorithms, Computing and Machine Learning, 2023

Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Robust Causal Graph Representation Learning against Confounding Effects.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Scale-Insensitive Object Detection via Attention Feature Pyramid Transformer Network.
Neural Process. Lett., 2022

RHMC: Modeling consistent information from deep multiple views via Regularized and Hybrid Multiview Coding.
Knowl. Based Syst., 2022

Transductive distribution calibration for few-shot learning.
Neurocomputing, 2022

3DDesigner: Towards Photorealistic 3D Object Generation and Editing with Text-guided Diffusion Models.
CoRR, 2022

Supporting Vision-Language Model Inference with Causality-pruning Knowledge Prompt.
CoRR, 2022

Self-supervised Graph Learning with Segmented Graph Channels.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

SwinTransTrack: Multi-object Tracking Using Shifted Window Transformers.
Proceedings of the 21st International Symposium on Communications and Information Technologies, 2022

Bootstrapping Informative Graph Augmentation via A Meta Learning Approach.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Interventional Contrastive Learning with Meta Semantic Regularizer.
Proceedings of the International Conference on Machine Learning, 2022

MetAug: Contrastive Learning via Meta Feature Augmentation.
Proceedings of the International Conference on Machine Learning, 2022

SimViT: Exploring a Simple Vision Transformer with Sliding Windows.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Self-supervised Representation Learning for the Object Detection of Marine Radar.
Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

Weight-Aware Graph Contrastive Learning.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021
Auxiliary task guided mean and covariance alignment network for adversarial domain adaptation.
Knowl. Based Syst., 2021

Encoder-Decoder Joint Enhancement for Video Chat.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Self-supervised Visual Representation Learning for Fine-Grained Ship Detection.
Proceedings of the 4th International Conference on Information Systems and Computer Aided Education, 2021

A New Siamese Co-attention Network for Unsupervised Video Object Segmentation.
Proceedings of the 6th IEEE International Conference on Computer and Communication Systems, 2021

Multi-Task Based Marine Radar Tracking Network.
Proceedings of the 6th IEEE International Conference on Computer and Communication Systems, 2021

A New Method of Wave Parameter Retrieve Based on Transformer.
Proceedings of the 6th IEEE International Conference on Computer and Communication Systems, 2021

Toward Fully Exploiting Heterogeneous Corpus: A Decoupled Named Entity Recognition Model with Two-stage Training.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
A Double Adversarial Network Model for Multi-Domain and Multi-Task Chinese Named Entity Recognition.
IEICE Trans. Inf. Syst., 2020

2019
Street-view Change Detection via Siamese Encoder-decoder Structured Convolutional Neural Networks.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

An Optimized Forward Scheduling Algorithm in A Software-defined Satellite Network.
Proceedings of the 17th IEEE International Conference on Software Engineering Research, 2019

Sequencing the musical sections with deep learning.
Proceedings of the International Joint Conference on Neural Networks, 2019

Efficient Algorithm for Maximal Biclique Enumeration on Bipartite Graphs.
Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019

A New Coefficient for a Two-Scale Microfacet Reflectance Model.
Proceedings of the Image and Graphics - 10th International Conference, 2019

An Empirical Study of Multi-domain and Multi-task Learning in Chinese Named Entity Recognition.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Deep Learning, 2019

An Empirical Data Selection Schema in Annotation Projection Approach.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

2018
Adaptive rendering based on robust principal component analysis.
Vis. Comput., 2018

Removing Monte Carlo noise using a Sobel operator and a guided image filter.
Vis. Comput., 2018

Utilizing Chinese Dictionary Information in Named Entity Recognition.
Proceedings of the Cognitive Systems and Signal Processing - 4th International Conference, 2018

Image Elementary Manifold and Its Application in Image Analysis.
Proceedings of the Cognitive Systems and Signal Processing - 4th International Conference, 2018

Removing Monte Carlo Noise with Compressed Sensing and Feature Information.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Denoising Monte Carlo Renderings based on a Robust High-order Function.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

2017
Adaptive sparse polynomial regression for camera lens simulation.
Vis. Comput., 2017

Adaptive rendering based on a weighted mixed-order estimator.
Vis. Comput., 2017

NeuroLens: Data-Driven Camera Lens Simulation Using Neural Networks.
Comput. Graph. Forum, 2017

Parameters Sharing Multi-items Non-parametric Factor Microfacet Model for Isotropic and Anisotropic BRDFs.
Proceedings of the Image and Graphics - 9th International Conference, 2017

Adaptive Rendering based on Adaptive Order Selection.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 1: GRAPP, Porto, Portugal, February 27, 2017

2016
A dynamic niching clustering algorithm based on individual-connectedness and its application to color image segmentation.
Pattern Recognit., 2016

Adaptive Rendering Using a Best Matching Patch.
IEICE Trans. Inf. Syst., 2016

Busy Tone based Prioritized Access for distributed wireless networks.
Proceedings of the 17th IEEE International Symposium on A World of Wireless, 2016

Adaptive light paths generation through full lens model.
Proceedings of the 12th International Conference on Natural Computation, 2016

Adaptive rendering using Markov model.
Proceedings of the 12th International Conference on Natural Computation, 2016

In-band Busy Tone Protocol for QoS Support in Distributed Wireless Networks.
Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

Advanced physical optical model for simulating rainbows.
Proceedings of the 13th IEEE/ACS International Conference of Computer Systems and Applications, 2016

2015
Visual importance-based adaptive photon tracing.
Vis. Comput., 2015

Adaptive cluster rendering via regression analysis.
Vis. Comput., 2015

Microfacet-based interference simulation for multilayer films.
Graph. Model., 2015

Interference Shader for Multilayer Films.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2015

Full-feedback backoff algorithm for distributed wireless networks.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

Adaptive contention window tuning for IEEE 802.11.
Proceedings of the 22nd International Conference on Telecommunications, 2015

Photon Shooting with Programmable Scalar Contribution Function.
Proceedings of the Image and Graphics - 8th International Conference, 2015

Multidimensional Adaptive Sampling and Reconstruction for Realistic Image Based on BP Neural Network.
Proceedings of the Image and Graphics - 8th International Conference, 2015

Illumination Model for Two-layer Thin Film Structures.
Proceedings of the GRAPP 2015, 2015

2014
Efficient authentication of scalable media streams over wireless networks.
Multim. Tools Appl., 2014

Adaptive importance photon shooting technique.
Comput. Graph., 2014

A capacity self-adaption information hiding algorithm based on RS code.
Proceedings of the International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, 2014

2013
Triangle mesh compression along the Hamiltonian cycle.
Vis. Comput., 2013

Rendering realistic spectral bokeh due to lens stops and aberrations.
Vis. Comput., 2013

Parallel adaptive sampling and reconstruction using multi-scale and directional analysis.
Vis. Comput., 2013

A Practical Terrain Generation Method Using Sketch Map and Simple Parameters.
IEICE Trans. Inf. Syst., 2013

A comprehensive geometrical optics application for wave rendering.
Graph. Model., 2013

Joint FEC codes and hash chains for optimizing authentication of JPEG2000 image streaming.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Analysis on the probability of electromagnetic compatibility in cognitive radio.
Proceedings of the 8th International Conference on Cognitive Radio Oriented Wireless Networks, 2013

Simulation of Wave Effects Based on Ray Tracing.
Proceedings of the 2013 International Conference on Computer-Aided Design and Computer Graphics, 2013

2012
KD-tree based parallel adaptive rendering.
Vis. Comput., 2012

A Hierarchical Evolutionary Trajectory Planner for Spacecraft Formation Reconfiguration.
IEEE Trans. Aerosp. Electron. Syst., 2012

A Fault-Tolerant Scheduling Algorithm using Hybrid Overloading Technology for Dynamic Grouping based Multiprocessor Systems.
Int. J. Comput. Commun. Control, 2012

Parallel Dynamic Cloud Rendering Method Based on Physical Cellular Automata Model.
IEICE Trans. Inf. Syst., 2012

A genetic clustering algorithm using a message-based similarity measure.
Expert Syst. Appl., 2012

Quality-Optimized Authentication of Scalable Media Streams with Flexible Transcoding over Wireless Networks.
Proceedings of the Third FTRA International Conference on Mobile, 2012

Implementing High-performance Intensity Model with Blur Effect on GPUs for Large-scale Star Image Simulation.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

2011
Realistic Simulation of Peripheral Vision Using An Aspherical Eye Model.
Proceedings of the 32nd Annual Conference of the European Association for Computer Graphics, 2011

A hypervolume based approach for minimal visual coverage shortest path.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

An Accurate and Practical Camera Lens Model for Rendering Realistic Lens Effects.
Proceedings of the 12th International Conference on Computer-Aided Design and Computer Graphics, 2011

2010
Realistic rendering of bokeh effect based on optical aberrations.
Vis. Comput., 2010

A robust dynamic niching genetic algorithm with niche migration for automatic clustering problem.
Pattern Recognit., 2010

Implicit restricted quadtree based visualization of large scale terrain.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2010

Lens dispersion simulation using dispersive lens model and spectral rendering method.
Proceedings of the ACM SIGGRAPH ASIA 2010 Posters, Seoul, Republic of Korea, December 15, 2010

2009
A genetic algorithm with gene rearrangement for K-means clustering.
Pattern Recognit., 2009

2007
Route Planning for Unmanned Air Vehicles with Multiple Missions Using an Evolutionary Algorithm.
Proceedings of the Third International Conference on Natural Computation, 2007

A Time-Fuel optimal for spacecraft formation reconfiguration.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Mission-adaptable Route Planning in Uncertain and Adversarial Environment.
Int. J. Artif. Intell. Tools, 2006

2005
Evolutionary Route Planner for Unmanned Air Vehicles.
IEEE Trans. Robotics, 2005

Performance evaluation on a double-layered satellite network.
Int. J. Satell. Commun. Netw., 2005

2004
Coevolving and cooperating path planner for multiple unmanned air vehicles.
Eng. Appl. Artif. Intell., 2004

2003
Real-Time Route Planning for Unmanned Air Vehicle with an Evolutionary Algorithm.
Int. J. Pattern Recognit. Artif. Intell., 2003


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