Mengzhu Wang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 61

Top Topics

Domain Adaptation

Image Restoration

Metric Learning

Top Venues

Pattern Recognit.

Publications

Nan Yin, Mengzhu Wang, Zhenghan Chen, Li Shen, Huan Xiong, Bin Gu, Xiao Luo
DREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption. ICLR (2024)
Nan Yin, Mengzhu Wang, Li Shen, Hitesh Laxmichand Patel, Baopu Li, Bin Gu, Huan Xiong
Continuous Spiking Graph Neural Networks. CoRR (2024)
Mengzhu Wang, Junyang Chen, Ye Wang, Shanshan Wang, Lin li, Hao Su, Zhiguo Gong, Kaishun Wu, Zhenghan Chen
Joint Adversarial Domain Adaptation With Structural Graph Alignment. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Nan Yin, Mengzhu Wang, Zhenghan Chen, Giulia De Masi, Bin Gu, Huan Xiong
Dynamic Spiking Graph Neural Networks. CoRR (2024)
Shanshan Wang, Hao Zhou, Xun Yang, Zhenwei He, Mengzhu Wang, Xingyi Zhang, Meng Wang
Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation. CoRR (2024)
Chunqing Ruan, Mengzhu Wang, Shanshan Wang, Tianyi Liang, Wei Yu
SBM: Smoothness-Based Minimization for Domain Generalization. ICASSP (2024)
Houcheng Su, Weihao Luo, Daixian Liu, Mengzhu Wang, Jing Tang, Junyang Chen, Cong Wang, Zhenghan Chen
Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization. AAAI (2024)
Cong Wang, Jinshan Pan, Wei Wang, Gang Fu, Siyuan Liang, Mengzhu Wang, Xiao-Ming Wu, Jun Liu
Correlation Matching Transformation Transformers for UHD Image Restoration. CoRR (2024)
Cong Wang, Jinshan Pan, Wei Wang, Gang Fu, Siyuan Liang, Mengzhu Wang, Xiao-Ming Wu, Jun Liu
Correlation Matching Transformation Transformers for UHD Image Restoration. AAAI (2024)
Tianyi Liang, Mengzhu Wang, Junyang Chen, Dingyao Chen, Zhigang Luo, Victor C. M. Leung
Compressing the Multiobject Tracking Model via Knowledge Distillation. IEEE Trans. Comput. Soc. Syst. 11 (2) (2024)
Ye Wang, Yingmin Zhou, Mengzhu Wang, Zhenghan Chen, Zhiping Cai, Junyang Chen, Victor C. M. Leung
Multidocument Aspect Classification for Aspect-Based Abstractive Summarization. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Yang Dai, Oubo Ma, Longfei Zhang, Xingxing Liang, Shengchao Hu, Mengzhu Wang, Shouling Ji, Jincai Huang, Li Shen
Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? CoRR (2024)
Mengzhu Wang, Junyang Chen, Ye Wang, Zhiguo Gong, Kaishun Wu, Victor C. M. Leung
TFC: Transformer Fused Convolution for Adversarial Domain Adaptation. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Nan Yin, Mengzhu Wang, Zhenghan Chen, Giulia De Masi, Huan Xiong, Bin Gu
Dynamic Spiking Graph Neural Networks. AAAI (2024)
Mengzhu Wang, Yuehua Liu, Jianlong Yuan, Shanshan Wang, Zhibin Wang, Wei Wang
Inter-Class and Inter-Domain Semantic Augmentation for Domain Generalization. IEEE Trans. Image Process. 33 (2024)
Junyang Chen, Ge Fan, Zhiguo Gong, Xueliang Li, Victor C. M. Leung, Mengzhu Wang, Ming Yang
A Topic-Aware Graph-Based Neural Network for User Interest Summarization and Item Recommendation in Social Media. DASFAA (2) (2023)
Nan Yin, Li Shen, Mengzhu Wang, Xiao Luo, Zhigang Luo, Dacheng Tao
OMG: Towards Effective Graph Classification Against Label Noise. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Mengzhu Wang, Jianlong Yuan, Zhibin Wang
Mixture-of-Experts Learner for Single Long-Tailed Domain Generalization. ACM Multimedia (2023)
Kun Hu, Xianchen Zhou, Mingyu Cao, Mengzhu Wang, Guangjie Gao, Wenjing Yang, Huibin Tan
Progressive Perception Learning for Distribution Modulation in Siamese Tracking. ICASSP (2023)
Huibin Tan, Kun Hu, Mingyu Cao, Mengzhu Wang, Liyang Xu, Wenjing Yang
Decomposition, Interaction, Reconstruction Meets Global Context Learning In Visual Tracking. ICASSP (2023)
Shanshan Wang, Yiyang Chen, Zhenwei He, Xun Yang, Mengzhu Wang, Quanzeng You, Xingyi Zhang
Disentangled Representation Learning with Causality for Unsupervised Domain Adaptation. ACM Multimedia (2023)
Wei Wang, Ziyi Wang, Mengzhu Wang, Haojie Li, Zhihui Wang
Importance filtered soft label-based deep adaptation network. Knowl. Based Syst. 265 (2023)
Nan Yin, Li Shen, Mengzhu Wang, Long Lan, Zeyu Ma, Chong Chen, Xian-Sheng Hua, Xiao Luo
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification. ICML (2023)
Cong Wang, Jinshan Pan, Wei Wang, Jiangxin Dong, Mengzhu Wang, Yakun Ju, Junyang Chen
PromptRestorer: A Prompting Image Restoration Method with Degradation Perception. NeurIPS (2023)
Mengzhu Wang, Junyang Chen, Huan Wang, Huisi Wu, Zhidan Liu, Qin Zhang
Interpolation Normalization for Contrast Domain Generalization. ACM Multimedia (2023)
Houcheng Su, Daixian Liu, Mengzhu Wang, Wei Wang
Singular Value Penalization and Semantic Data Augmentation for Fully Test-Time Adaptation. CoRR (2023)
Shanshan Wang, Lei Zhang, Pichao Wang, Mengzhu Wang, Xingyi Zhang
BP-triplet net for unsupervised domain adaptation: A Bayesian perspective. Pattern Recognit. 133 (2023)
Mengzhu Wang, Shanshan Wang, Wei Wang, Li Shen, Xiang Zhang, Long Lan, Zhigang Luo
Reducing bi-level feature redundancy for unsupervised domain adaptation. Pattern Recognit. 137 (2023)
Tianyi Liang, Baopu Li, Mengzhu Wang, Huibin Tan, Zhigang Luo
A Closer Look at the Joint Training of Object Detection and Re-Identification in Multi-Object Tracking. IEEE Trans. Image Process. 32 (2023)
Wenhao Shao, Ruliang Xiao, Praboda Rajapaksha, Mengzhu Wang, Noël Crespi, Zhigang Luo, Roberto Minerva
Video anomaly detection with NTCN-ML: A novel TCN for multi-instance learning. Pattern Recognit. 143 (2023)
Ye Wang, Junyang Chen, Mengzhu Wang, Hao Li, Wei Wang, Houcheng Su, Zhihui Lai, Wei Wang, Zhenghan Chen
A Closer Look at Classifier in Adversarial Domain Generalization. ACM Multimedia (2023)
Wei Wang, Mengzhu Wang, Xiao Dong, Long Lan, Quannan Zu, Xiang Zhang, Cong Wang
Class-specific and self-learning local manifold structure for domain adaptation. Pattern Recognit. 142 (2023)
Nan Yin, Li Shen, Mengzhu Wang, Long Lan, Zeyu Ma, Chong Chen, Xian-Sheng Hua, Xiao Luo
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification. CoRR (2023)
Hongzhou Wu, Yifan Lyu, Xingyu Shen, Xuechen Zhao, Mengzhu Wang, Xiang Zhang, Zhigang Luo
Atomic-action-based Contrastive Network for Weakly Supervised Temporal Language Grounding. ICME (2023)
Junyang Chen, Jialong Wang, Zhijiang Dai, Huisi Wu, Mengzhu Wang, Qin Zhang, Huan Wang
Zero-shot Micro-video Classification with Neural Variational Inference in Graph Prototype Network. ACM Multimedia (2023)
Wei Yu, Haiyan Yang, Mengzhu Wang, Xiaodong Wang
Bravely Say I Don't Know: Relational Question-Schema Graph for Text-to-SQL Answerability Classification. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (4) (2023)
Huibin Tan, Mengzhu Wang, Tianyi Liang, Liyang Xu, Yuhua Tang, Long Lan, Wenjing Yang
Self-aware circular response-guided attention for robust siamese tracking. Appl. Intell. 53 (12) (2023)
Mengzhu Wang, Dingyao Chen, Fangzhou Tan, Tianyi Liang, Long Lan, Xiang Zhang, Zhigang Luo
Domain-specific feature recalibration and alignment for multi-source unsupervised domain adaptation. IET Comput. Vis. 17 (1) (2023)
Kun Hu, Mingyu Cao, Mengzhu Wang, Long Lan, Wenjing Yang, Huibin Tan
Enhanced Dcf Tracker Regularized by Reliable Sample Construction. ICASSP (2023)
Junyang Chen, Mengzhu Wang, Haodi Zhang, Zhenghua Xu, Xueliang Li, Zhiguo Gong, Kaishun Wu, Victor C. M. Leung
IRLM: Inductive Representation Learning Model for Personalized POI Recommendation. IEEE Trans. Comput. Soc. Syst. 10 (5) (2023)
Mengzhu Wang, Shanshan Wang, Ye Wang, Wei Wang, Tianyi Liang, Junyang Chen, Zhigang Luo
Boosting unsupervised domain adaptation: A Fourier approach. Knowl. Based Syst. 264 (2023)
Mengzhu Wang, Huajun She, Yiping P. Du
Accelerated Dynamic Renal Phase-Contrast MRI using A Score-based Diffusion Network. ICBBE (2023)
Junyang Chen, Ziyi Chen, Mengzhu Wang, Ge Fan, Guo Zhong, Ou Liu, Wenfeng Du, Zhenghua Xu, Zhiguo Gong
A Neural Inference of User Social Interest for Item Recommendation. Data Sci. Eng. 8 (3) (2023)
Junyang Chen, Xueliang Li, Yuanman Li, Paul Li, Mengzhu Wang, Xiang Zhang, Zhiguo Gong, Kaishun Wu, Victor C. M. Leung
A Simple Yet Effective Layered Loss for Pre-Training of Network Embedding. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Mengzhu Wang, Paul Li, Li Shen, Ye Wang, Shanshan Wang, Wei Wang, Xiang Zhang, Junyang Chen, Zhigang Luo
Informative pairs mining based adaptive metric learning for adversarial domain adaptation. Neural Networks 151 (2022)
Dingyao Chen, Long Lan, Mengzhu Wang, Xiang Zhang, Tianyi Liang, Zhigang Luo
Logit Distillation via Student Diversity. ICONIP (5) (2022)
Wei Wang, Baopu Li, Mengzhu Wang, Feiping Nie, Zhihui Wang, Haojie Li
Confidence Regularized Label Propagation Based Domain Adaptation. IEEE Trans. Circuits Syst. Video Technol. 32 (6) (2022)
Mengzhu Wang, Jianlong Yuan, Qi Qian, Zhibin Wang, Hao Li
Implicit Semantic Augmentation for Distance Metric Learning in Domain Generalization. CoRR (2022)
Dingyao Chen, Mengzhu Wang, Xiang Zhang, Tianyi Liang, Zhigang Luo
Implicit Feature Alignment For Knowledge Distillation. ICTAI (2022)
Mengzhu Wang, Jianlong Yuan, Qi Qian, Zhibin Wang, Hao Li
Semantic Data Augmentation based Distance Metric Learning for Domain Generalization. ACM Multimedia (2022)
Nan Yin, Li Shen, Baopu Li, Mengzhu Wang, Xiao Luo, Chong Chen, Zhigang Luo, Xian-Sheng Hua
DEAL: An Unsupervised Domain Adaptive Framework for Graph-level Classification. ACM Multimedia (2022)
Wenju Zhang, Xiang Zhang, Qing Liao, Long Lan, Mengzhu Wang, Wei Wang, Baoyun Peng, Zhengming Ding
On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation. CoRR (2022)
Mengzhu Wang, Shanshan Wang, Tianwei Yan, Zhigang Luo
AAT: Non-local Networks for Sim-to-Real Adversarial Augmentation Transfer. ICONIP (4) (2022)
Mengzhu Wang, Shan An, Xiao Luo, Xiong Peng, Wei Yu, Junyang Chen, Zhigang Luo
Attention-based Adversarial Partial Domain Adaptation. ICASSP (2022)
Wei Yu, Xiaoting Guo, Fei Chen, Tao Chang, Mengzhu Wang, Xiaodong Wang
Similar Questions Correspond to Similar SQL Queries: A Case-Based Reasoning Approach for Text-to-SQL Translation. ICCBR (2021)
Mengzhu Wang, Wei Wang, Baopu Li, Xiang Zhang, Long Lan, Huibin Tan, Tianyi Liang, Wei Yu, Zhigang Luo
InterBN: Channel Fusion for Adversarial Unsupervised Domain Adaptation. ACM Multimedia (2021)
Wei Yu, Tao Chang, Xiaoting Guo, Mengzhu Wang, Xiaodong Wang
An interaction-modeling mechanism for context-dependent Text-to-SQL translation based on heterogeneous graph aggregation. Neural Networks 142 (2021)
Dongting Sun, Mengzhu Wang, Xurui Ma, Tianming Zhang, Nan Yin, Wei Yu, Zhigang Luo
A Focally Discriminative Loss for Unsupervised Domain Adaptation. ICONIP (1) (2021)
Xurui Ma, Zhigang Luo, Xiang Zhang, Qing Liao, Xingyu Shen, Mengzhu Wang
Spatio-Temporal Action Detector with Self-Attention. IJCNN (2021)
Mengzhu Wang, Xiang Zhang, Long Lan, Wei Wang, Huibin Tan, Zhigang Luo
Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy. CoRR (2020)
Jiaji Mao, Weike Zeng, Qinyuan Zhang, Zehong Yang, Xu Yan, Huiting Zhang, Mengzhu Wang, Guang Yang, Min-Xiong Zhou, Jun Shen
Differentiation between high-grade gliomas and solitary brain metastases: a comparison of five diffusion-weighted MRI models. BMC Medical Imaging 20 (1) (2020)