Wenwen Qiang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 66

Top Topics

Image Generation

Graph Representation

Expression Recognition

Top Venues

Knowl. Based Syst.

Publications

Jingyao Wang, Yunhan Tian, Yuxuan Yang, Xiaoxin Chen, Changwen Zheng, Wenwen Qiang
Meta-Auxiliary Learning for Micro-Expression Recognition. CoRR (2024)
Bin Qin, Jiangmeng Li, Yi Li, Xuesong Wu, Yupeng Wang, Wenwen Qiang, Jianwen Cao
Revisiting Spurious Correlation in Domain Generalization. CoRR (2024)
Jingyao Wang, Wenwen Qiang, Zeen Song, Lingyu Si, Jiangmeng Li, Changwen Zheng, Bing Su
Explicitly Modeling Universality into Self-Supervised Learning. CoRR (2024)
Zeen Song, Jingyao Wang, Jianqi Zhang, Changwen Zheng, Wenwen Qiang
Self-Supervised Video Representation Learning in a Heuristic Decoupled Perspective. CoRR (2024)
Zeen Song, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong
On the Discriminability of Self-Supervised Representation Learning. CoRR (2024)
Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi
Self-Supervised Representation Learning with Meta Comprehensive Regularization. CoRR (2024)
Hongwei Dong, Lingyu Si, Wenwen Qiang, Lamei Zhang, Junzhi Yu, Yuquan Wu, Changwen Zheng, Fuchun Sun
A Novel Causal Inference-Guided Feature Enhancement Framework for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Lingyu Si, Hongwei Dong, Wenwen Qiang, Zeen Song, Bo Du, Junzhi Yu, Fuchun Sun
A Trusted Generative-Discriminative Joint Feature Learning Framework for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiangmeng Li, Bin Qin, Qirui Ji, Yi Li, Wenwen Qiang, Jianwen Cao, Fanjiang Xu
Teleporter Theory: A General and Simple Approach for Modeling Cross-World Counterfactual Causality. CoRR (2024)
Yi Li, Jiangmeng Li, Fei Song, Qingmeng Zhu, Changwen Zheng, Wenwen Qiang
Interventional Imbalanced Multi-Modal Representation Learning via β-Generalization Front-Door Criterion. CoRR (2024)
Zeen Song, Siyu Zhao, Xingyu Zhang, Jiangmeng Li, Changwen Zheng, Wenwen Qiang
Learning Invariant Causal Mechanism from Vision-Language Models. CoRR (2024)
Jiangmeng Li, Fei Song, Yifan Jin, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction. CoRR (2024)
Jiangmeng Li, Yifan Jin, Hang Gao, Wenwen Qiang, Changwen Zheng, Fuchun Sun
Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning. AAAI (2024)
Jianqi Zhang, Jingyao Wang, Wenwen Qiang, Fanjiang Xu, Changwen Zheng, Fuchun Sun, Hui Xiong
Intriguing Properties of Positional Encoding in Time Series Forecasting. CoRR (2024)
Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi
Self-Supervised Representation Learning with Meta Comprehensive Regularization. AAAI (2024)
Jiangmeng Li, Fei Song, Yifan Jin, Wenwen Qiang, Changwen Zheng, Fuchun Sun, Hui Xiong
BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction. ICLR (2024)
Jingyao Wang, Wenwen Qiang, Jiangmeng Li, Lingyu Si, Changwen Zheng, Bing Su
On the Causal Sufficiency and Necessity of Multi-Modal Representation Learning. CoRR (2024)
Lingyu Si, Hongwei Dong, Wenwen Qiang, Changwen Zheng, Junzhi Yu, Fuchun Sun
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation. Knowl. Based Syst. 283 (2024)
Xingyu Zhang, Siyu Zhao, Zeen Song, Huijie Guo, Jianqi Zhang, Changwen Zheng, Wenwen Qiang
Not All Frequencies Are Created Equal:Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting. CoRR (2024)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Bing Xu, Changwen Zheng, Fuchun Sun
Robust Causal Graph Representation Learning against Confounding Effects. AAAI (2023)
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Farid Razzak, Ji-Rong Wen, Hui Xiong
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Jingyao Wang, Zeen Song, Xingzhe Su, Lingyu Si, Hongwei Dong, Wenwen Qiang, Changwen Zheng
Learning to Sample Tasks for Meta Learning. CoRR (2023)
Xingzhe Su, Wenwen Qiang, Zeen Song, Hang Gao, Fengge Wu, Changwen Zheng
A Unified GAN Framework Regarding Manifold Alignment for Remote Sensing Images Generation. CoRR (2023)
Jiangmeng Li, Hang Gao, Wenwen Qiang, Changwen Zheng
Information Theory-Guided Heuristic Progressive Multi-View Coding. CoRR (2023)
Xingzhe Su, Wenwen Qiang, Zeen Song, Hang Gao, Fengge Wu, Changwen Zheng
Manifold-Guided Sampling in Diffusion Models for Unbiased Image Generation. CoRR (2023)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Xingzhe Su, Fengge Wu, Changwen Zheng, Fuchun Sun
Introducing Expertise Logic into Graph Representation Learning from A Causal Perspective. CoRR (2023)
Zeen Song, Xingzhe Su, Jingyao Wang, Wenwen Qiang, Changwen Zheng, Fuchun Sun
Towards the Sparseness of Projection Head in Self-Supervised Learning. CoRR (2023)
Jiangmeng Li, Yanan Zhang, Wenwen Qiang, Lingyu Si, Chengbo Jiao, Xiaohui Hu, Changwen Zheng, Fuchun Sun
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective. AAAI (2023)
Jiexin Wang, Yujie Zhou, Wenwen Qiang, Ying Ba, Bing Su, Ji-Rong Wen
Spatio-Temporal Branching for Motion Prediction using Motion Increments. CoRR (2023)
Dengsheng Chen, Jie Hu, Wenwen Qiang, Xiaoming Wei, Enhua Wu
Rethinking skip connection model as a learnable Markov chain. ICLR (2023)
Wenwen Qiang, Jiangmeng Li, Bing Su, Jianlong Fu, Hui Xiong, Ji-Rong Wen
Meta Attention-Generation Network for Cross-Granularity Few-Shot Learning. Int. J. Comput. Vis. 131 (5) (2023)
Yujie Zhou, Wenwen Qiang, Anyi Rao, Ning Lin, Bing Su, Jiaqi Wang
Zero-shot Skeleton-based Action Recognition via Mutual Information Estimation and Maximization. ACM Multimedia (2023)
Hongwei Dong, Lingyu Si, Wenwen Qiang, Wuxia Miao, Changwen Zheng, Yuquan Wu, Lamei Zhang
A Polarimetric Scattering Characteristics-Guided Adversarial Learning Approach for Unsupervised PolSAR Image Classification. Remote. Sens. 15 (7) (2023)
Hongwei Dong, Fangzhou Han, Lingyu Si, Wenwen Qiang, Lamei Zhang
Background Debiased SAR Target Recognition via Causal Interventional Regularizer. CoRR (2023)
Yujie Zhou, Wenwen Qiang, Anyi Rao, Ning Lin, Bing Su, Jiaqi Wang
Zero-shot Skeleton-based Action Recognition via Mutual Information Estimation and Maximization. CoRR (2023)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Jiexin Wang, Yujie Zhou, Wenwen Qiang, Ying Ba, Bing Su, Ji-Rong Wen
Spatio-Temporal Branching for Motion Prediction using Motion Increments. ACM Multimedia (2023)
Jiangmeng Li, Hang Gao, Wenwen Qiang, Changwen Zheng
Information theory-guided heuristic progressive multi-view coding. Neural Networks 167 (2023)
Jingyao Wang, Wenwen Qiang, Yi Ren, Zeen Song, Xingzhe Su, Changwen Zheng
Hacking Task Confounder in Meta-Learning. CoRR (2023)
Jiangmeng Li, Yifan Jin, Hang Gao, Wenwen Qiang, Changwen Zheng, Fuchun Sun
Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning. CoRR (2023)
Lingyu Si, Hongwei Dong, Wenwen Qiang, Junzhi Yu, Wenlong Zhai, Changwen Zheng, Fanjiang Xu, Fuchun Sun
A Dimensional Structure based Knowledge Distillation Method for Cross-Modal Learning. CoRR (2023)
Jingyao Wang, Zeen Song, Wenwen Qiang, Changwen Zheng
Unleash Model Potential: Bootstrapped Meta Self-supervised Learning. CoRR (2023)
Xingzhe Su, Lingyu Si, Wenwen Qiang, Junzhi Yu, Fengge Wu, Changwen Zheng, Fuchun Sun
Intriguing Property of GAN for Remote Sensing Image Generation. CoRR (2023)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Bing Xu, Changwen Zheng, Fuchun Sun
Robust Causal Graph Representation Learning against Confounding Effects. CoRR (2022)
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Farid Razzak, Ji-Rong Wen, Hui Xiong
Modeling Multiple Views via Implicitly Preserving Global Consistency and Local Complementarity. CoRR (2022)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Fuchun Sun, Changwen Zheng
Bootstrapping Informative Graph Augmentation via A Meta Learning Approach. IJCAI (2022)
Lingyu Si, Wenwen Qiang, Jiangmeng Li, Fanjiang Xu, Funchun Sun
Multi-view representation learning from local consistency and global alignment. Neurocomputing 501 (2022)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation. CoRR (2022)
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong
MetAug: Contrastive Learning via Meta Feature Augmentation. ICML (2022)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
Interventional Contrastive Learning with Meta Semantic Regularizer. CoRR (2022)
Hongjie Zhang, Siyu Zhao, Wenwen Qiang, Yingyi Chen, Ling Jing
Feature extraction framework based on contrastive learning with adaptive positive and negative samples. Neural Networks 156 (2022)
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su
RHMC: Modeling consistent information from deep multiple views via Regularized and Hybrid Multiview Coding. Knowl. Based Syst. 241 (2022)
Jiangmeng Li, Wenyi Mo, Wenwen Qiang, Bing Su, Changwen Zheng
Supporting Vision-Language Model Inference with Causality-pruning Knowledge Prompt. CoRR (2022)
Jiangmeng Li, Wenwen Qiang, Yanan Zhang, Wenyi Mo, Changwen Zheng, Bing Su, Hui Xiong
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning. CoRR (2022)
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Changwen Zheng, Fuchun Sun
Bootstrapping Informative Graph Augmentation via A Meta Learning Approach. CoRR (2022)
Wenwen Qiang, Hongjie Zhang, Jingxing Zhang, Ling Jing
TSVM-M3: Twin support vector machine based on multi-order moment matching for large-scale multi-class classification. Appl. Soft Comput. 128 (2022)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su, Hui Xiong
Interventional Contrastive Learning with Meta Semantic Regularizer. ICML (2022)
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong
MetAug: Contrastive Learning via Meta Feature Augmentation. CoRR (2022)
Hongjie Zhang, Wenwen Qiang, Jinxin Zhang, Yingyi Chen, Ling Jing
Unified feature extraction framework based on contrastive learning. Knowl. Based Syst. 258 (2022)
Jiangmeng Li, Yanan Zhang, Wenwen Qiang, Lingyu Si, Chengbo Jiao, Xiaohui Hu, Changwen Zheng, Fuchun Sun
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective. CoRR (2022)
Jiangmeng Li, Wenwen Qiang, Yanan Zhang, Wenyi Mo, Changwen Zheng, Bing Su, Hui Xiong
MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning. NeurIPS (2022)
Dengsheng Chen, Jie Hu, Wenwen Qiang, Xiaoming Wei, Enhua Wu
Rethinking skip connection model as a learnable Markov chain. CoRR (2022)
Jinxin Zhang, Hongjie Zhang, Wenwen Qiang, Naiyang Deng, Ling Jing
Locality cross-view regression for feature extraction. Eng. Appl. Artif. Intell. 105 (2021)
Jiangmeng Li, Wenwen Qiang, Hang Gao, Bing Su, Farid Razzak, Jie Hu, Changwen Zheng, Hui Xiong
Information Theory-Guided Heuristic Progressive Multi-View Coding. CoRR (2021)
Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Bing Su
Auxiliary task guided mean and covariance alignment network for adversarial domain adaptation. Knowl. Based Syst. 223 (2021)
Wenwen Qiang, Jinxin Zhang, Ling Zhen, Ling Jing
Robust weighted linear loss twin multi-class support vector regression for large-scale classification. Signal Process. 170 (2020)