Wenwen Qiang

发表

Bootstrapping Informative Graph Augmentation via A Meta Learning Approach

Hang Gao, Jiangmeng Li, Wenwen Qiang, 2022, ArXiv.

Supporting Vision-Language Model Inference with Causality-pruning Knowledge Prompt

Jiangmeng Li, Wenwen Qiang, Changwen Zheng, 2022, ArXiv.

Bootstrapping Informative Graph Augmentation via A Meta Learning Approach

Hang Gao, Jiangmeng Li, Wenwen Qiang, 2022, IJCAI.

Interventional Contrastive Learning with Meta Semantic Regularizer

Hui Xiong, Jiangmeng Li, Wenwen Qiang, 2022, ICML.

MetAug: Contrastive Learning via Meta Feature Augmentation

Hui Xiong, Jiangmeng Li, Wenwen Qiang, 2022, ICML.

Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity

Ji-rong Wen, Jiangmeng Li, Wenwen Qiang, 2022, IEEE Transactions on Knowledge and Data Engineering.

Rethinking skip connection model as a learnable Markov chain

E. Wu, Wenwen Qiang, Dengsheng Chen, 2022, ArXiv.

MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning

Jiangmeng Li, Wenwen Qiang, Changwen Zheng, 2022, 2209.07902.

MetAug: Contrastive Learning via Meta Feature Augmentation

Hui Xiong, Jiangmeng Li, Wenwen Qiang, 2022, ICML.

Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective

Jiangmeng Li, Wenwen Qiang, Lingyu Si, 2022, ArXiv.

Robust Causal Graph Representation Learning against Confounding Effects

Hang Gao, Jiangmeng Li, Wenwen Qiang, 2022, ArXiv.

Introducing Expertise Logic into Graph Representation Learning from A Causal Perspective

Feng Wu, Jiangmeng Li, Wenwen Qiang, 2023, ArXiv.

Rethinking skip connection model as a learnable Markov chain

E. Wu, Wenwen Qiang, Dengsheng Chen, 2022, ICLR.

Multi-view representation learning from local consistency and global alignment

Fanjiang Xu, Jiangmeng Li, Wenwen Qiang, 2022, Neurocomputing.

Robust Causal Graph Representation Learning against Confounding Effects

Hang Gao, Jiangmeng Li, Wenwen Qiang, 2022, AAAI.

Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation

Hui Xiong, Changwen Zheng, Wenwen Qiang, 2022, IEEE Transactions on Knowledge and Data Engineering.

Meta Attention-Generation Network for Cross-Granularity Few-Shot Learning

Jianlong Fu, Ji-rong Wen, Jiangmeng Li, 2023, International Journal of Computer Vision.

Manifold-Guided Sampling in Diffusion Models for Unbiased Image Generation

Feng Wu, Wenwen Qiang, Changwen Zheng, 2023, ArXiv.

RHMC: Modeling consistent information from deep multiple views via Regularized and Hybrid Multiview Coding

C. Zheng, Jiangmeng Li, Wenwen Qiang, 2022, Knowl. Based Syst..

MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning

Jiangmeng Li, Wenwen Qiang, Changwen Zheng, 2022, NeurIPS.

A Dimensional Structure based Knowledge Distillation Method for Cross-Modal Learning

Hongwei Dong, Fanjiang Xu, Wenwen Qiang, 2023, ArXiv.

A Polarimetric Scattering Characteristics-Guided Adversarial Learning Approach for Unsupervised PolSAR Image Classification

Lamei Zhang, Hongwei Dong, Wenwen Qiang, 2023, Remote. Sens..

Unbiased Image Synthesis via Manifold-Driven Sampling in Diffusion Models

Feng Wu, Wenwen Qiang, Changwen Zheng, 2023, 2307.08199.

Information Theory-Guided Heuristic Progressive Multi-View Coding

Hui Xiong, Hang Gao, Jiangmeng Li, 2021, Neural Networks.

Zero-shot Skeleton-based Action Recognition via Mutual Information Estimation and Maximization

Wenwen Qiang, Bing Su, Anyi Rao, 2023, ACM Multimedia.

Spatio-Temporal Branching for Motion Prediction using Motion Increments

Ji-rong Wen, Wenwen Qiang, Jiexin Wang, 2023, ArXiv.

Auxiliary task guided mean and covariance alignment network for adversarial domain adaptation

Changwen Zheng, Wenwen Qiang, Bing Su, 2021, Knowl. Based Syst..

A Unified GAN Framework Regarding Manifold Alignment for Remote Sensing Images Generation

Feng Wu, Wenwen Qiang, Changwen Zheng, 2023, ArXiv.

Intriguing Property and Counterfactual Explanation of GAN for Remote Sensing Image Generation

Feng Wu, Wenwen Qiang, Changwen Zheng, 2023, International Journal of Computer Vision.

Unleash Model Potential: Bootstrapped Meta Self-supervised Learning

Wenwen Qiang, Changwen Zheng, Jingyao Wang, 2023, ArXiv.

Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation

Hongwei Dong, Wenwen Qiang, Lingyu Si, 2023, Knowl. Based Syst..

MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning

Jiangmeng Li, Wenwen Qiang, Changwen Zheng, 2022, NeurIPS.

MetAug: Contrastive Learning via Meta Feature Augmentation

Hui Xiong, Jiangmeng Li, Wenwen Qiang, 2022, ICML.

Towards the Sparseness of Projection Head in Self-Supervised Learning

Wenwen Qiang, Changwen Zheng, Fuchun Sun, 2023, ArXiv.

Towards Task Sampler Learning for Meta-Learning

Wenwen Qiang, Changwen Zheng, Hui Xiong, 2023, 2307.08924.

Introducing Expertise Logic into Graph Representation Learning from A Causal Perspective

Feng Wu, Jiangmeng Li, Wenwen Qiang, 2023, ArXiv.

Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning

Jiangmeng Li, Wenwen Qiang, Changwen Zheng, 2023, AAAI.

A Novel Causal Inference-Guided Feature Enhancement Framework for PolSAR Image Classification

Hongwei Dong, Wenwen Qiang, Lingyu Si, 2024, IEEE Transactions on Geoscience and Remote Sensing.

On the Causal Sufficiency and Necessity of Multi-Modal Representation Learning

Jiangmeng Li, Wenwen Qiang, Lingyu Si, 2024, 2407.14058.

Revisiting Spurious Correlation in Domain Generalization

Xuesong Wu, Jiangmeng Li, Wenwen Qiang, 2024, 2406.11517.

A Trusted Generative-Discriminative Joint Feature Learning Framework for Remote Sensing Image Classification

Hongwei Dong, Wenwen Qiang, Lingyu Si, 2024, IEEE Transactions on Geoscience and Remote Sensing.

Manifold Constraint Regularization for Remote Sensing Image Generation

Junsuo Zhao, Wenwen Qiang, Xingzhe Su, 2024, IEEE Transactions on Geoscience and Remote Sensing.

Intriguing Property of GAN for Remote Sensing Image Generation

Feng Wu, Wenwen Qiang, Lingyu Si, 2023 .

A Unified GAN Framework Regarding Manifold Alignment for Remote Sensing Images Generation

Wenwen Qiang, Hang Gao, Xingzhe Su, 2023, ArXiv.