Meng Cao

According to our database, Meng Cao authored at least 20 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Environment is a nexus: generalization process for domain generalization.

Meng Cao, Songcan Chen

Frontiers Comput. Sci., June, 2026

Negatives-Dominant Contrastive Learning for Generalization in Imbalanced Domains.

Meng Cao, Jiexi Liu, Songcan Chen

CoRR, January, 2026

A simple yet lightweight module for enhancing domain generalization through relative representation.

Meng Cao, Songcan Chen

Pattern Recognit., 2026

A gradual coarse-to-fine framework for irregularly sampled multivariate time series analysis.

Jiexi Liu, Meng Cao, Songcan Chen

Sci. China Inf. Sci., 2026

Beyond Observations: Reconstruction Error-Guided Irregularly Sampled Time Series Representation Learning.

Jiexi Liu, Meng Cao, Songcan Chen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis.

Jiexi Liu, Meng Cao, Songcan Chen

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Unsupervised Multitarget Domain Adaptation With Dictionary-Bridged Knowledge Exploitation.

Qing Tian, Chuang Ma, Meng Cao, Jun Wan, Zhen Lei, Songcan Chen

IEEE Trans. Neural Networks Learn. Syst., March, 2024

Guidance Not Obstruction: A Conjugate Consistent Enhanced Strategy for Domain Generalization.

Meng Cao, Songcan Chen

CoRR, 2024

MuSiCNet: A Gradual Coarse-to-Fine Framework for Irregularly Sampled Multivariate Time Series Analysis.

Jiexi Liu, Meng Cao, Songcan Chen

CoRR, 2024

Mixup-Induced Domain Extrapolation for Domain Generalization.

Meng Cao, Songcan Chen

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

Reliable Sensing Data Fusion Through Robust Multiview Prototype Learning.

Qing Tian, Shiyu Xia, Meng Cao, Keyang Cheng

IEEE Trans. Ind. Informatics, 2022

Heterogeneous Domain Adaptation With Structure and Classification Space Alignment.

Qing Tian, Heyang Sun, Chuang Ma, Meng Cao, Yi Chu, Songcan Chen

IEEE Trans. Cybern., 2022

A Convex Discriminant Semantic Correlation Analysis for Cross-View Recognition.

Qing Tian, Chuang Ma, Meng Cao, Songcan Chen, Hujun Yin

IEEE Trans. Cybern., 2022

Jacobian Norm for Unsupervised Source-Free Domain Adaptation.

Weikai Li, Meng Cao, Songcan Chen

CoRR, 2022

2021

Structure-Exploiting Discriminative Ordinal Multioutput Regression.

Qing Tian, Meng Cao, Songcan Chen, Hujun Yin

IEEE Trans. Neural Networks Learn. Syst., 2021

Facial age estimation with bilateral relationships exploitation.

Qing Tian, Meng Cao, Heyang Sun, Lianyong Qi, Junxiang Mao, Yue Cao, Jun Tang

Neurocomputing, 2021

2020

Moment-Guided Discriminative Manifold Correlation Learning on Ordinal Data.

Qing Tian, Wenqiang Zhang, Meng Cao, Liping Wang, Songcan Chen, Hujun Yin

ACM Trans. Intell. Syst. Technol., 2020

Age Estimation via Selecting Discriminated Features and Preserving Geometry.

Qing Tian, Heyang Sun, Chuang Ma, Meng Cao, Yi Chu

KSII Trans. Internet Inf. Syst., 2020

Unsupervised Domain Adaptation Through Transferring both the Source-Knowledge and Target-Relatedness Simultaneously.

Qing Tian, Chuang Ma, Meng Cao, Songcan Chen

CoRR, 2020

2019

Relationships Self-Learning Based Gender-Aware Age Estimation.

Qing Tian, Meng Cao, Songcan Chen, Hujun Yin

Neural Process. Lett., 2019