Meng Cao

22 papers A* 3Journal 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
A gradual coarse-to-fine framework for irregularly sampled multivariate time series analysis.
Sci. China Inf. Sci.
Jiexi Liu, Meng Cao, Songcan Chen
2026 J jnl
A simple yet lightweight module for enhancing domain generalization through relative representation.
Pattern Recognit.
Meng Cao, Songcan Chen
2026 A* conf
Beyond Observations: Reconstruction Error-Guided Irregularly Sampled Time Series Representation Learning.
AAAI
Jiexi Liu, Meng Cao, Songcan Chen
2026 J jnl
Environment is a nexus: generalization process for domain generalization.
Frontiers Comput. Sci.
Meng Cao, Songcan Chen
2026 J jnl
Negatives-Dominant Contrastive Learning for Generalization in Imbalanced Domains.
CoRR
Meng Cao, Jiexi Liu, Songcan Chen
2025 J jnl
Beyond Observations: Reconstruction Error-Guided Irregularly Sampled Time Series Representation Learning.
CoRR
Jiexi Liu, Meng Cao, Songcan Chen
2025 A* conf
TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis.
AAAI
Jiexi Liu, Meng Cao, Songcan Chen
2024 J jnl
Guidance Not Obstruction: A Conjugate Consistent Enhanced Strategy for Domain Generalization.
CoRR
Meng Cao, Songcan Chen
2024 A* conf
Mixup-Induced Domain Extrapolation for Domain Generalization.
AAAI
Meng Cao, Songcan Chen
2024 J jnl
MuSiCNet: A Gradual Coarse-to-Fine Framework for Irregularly Sampled Multivariate Time Series Analysis.
CoRR
Jiexi Liu, Meng Cao, Songcan Chen
2024 J jnl
TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis.
CoRR
Jiexi Liu, Meng Cao, Songcan Chen
2024 J jnl
Unsupervised Multitarget Domain Adaptation With Dictionary-Bridged Knowledge Exploitation.
IEEE Trans. Neural Networks Learn. Syst.
Qing Tian, Chuang Ma, Meng Cao, Jun Wan, Zhen Lei, Songcan Chen
2022 J jnl
A Convex Discriminant Semantic Correlation Analysis for Cross-View Recognition.
IEEE Trans. Cybern.
Qing Tian, Chuang Ma, Meng Cao, Songcan Chen, Hujun Yin
2022 J jnl
Heterogeneous Domain Adaptation With Structure and Classification Space Alignment.
IEEE Trans. Cybern.
Qing Tian, Heyang Sun, Chuang Ma, Meng Cao, Yi Chu, Songcan Chen
2022 J jnl
Jacobian Norm for Unsupervised Source-Free Domain Adaptation.
CoRR
Weikai Li, Meng Cao, Songcan Chen
2022 J jnl
Reliable Sensing Data Fusion Through Robust Multiview Prototype Learning.
IEEE Trans. Ind. Informatics
Qing Tian, Shiyu Xia, Meng Cao, Keyang Cheng
2021 J jnl
Facial age estimation with bilateral relationships exploitation.
Neurocomputing
Qing Tian, Meng Cao, Heyang Sun, Lianyong Qi, Junxiang Mao, Yue Cao, Jun Tang
2021 J jnl
Structure-Exploiting Discriminative Ordinal Multioutput Regression.
IEEE Trans. Neural Networks Learn. Syst.
Qing Tian, Meng Cao, Songcan Chen, Hujun Yin
2020 J jnl
Age Estimation via Selecting Discriminated Features and Preserving Geometry.
KSII Trans. Internet Inf. Syst.
Qing Tian, Heyang Sun, Chuang Ma, Meng Cao, Yi Chu
2020 J jnl
Moment-Guided Discriminative Manifold Correlation Learning on Ordinal Data.
ACM Trans. Intell. Syst. Technol.
Qing Tian, Wenqiang Zhang, Meng Cao, Liping Wang, Songcan Chen, Hujun Yin
2020 J jnl
Unsupervised Domain Adaptation Through Transferring both the Source-Knowledge and Target-Relatedness Simultaneously.
CoRR
Qing Tian, Chuang Ma, Meng Cao, Songcan Chen
2019 J jnl
Relationships Self-Learning Based Gender-Aware Age Estimation.
Neural Process. Lett.
Qing Tian, Meng Cao, Songcan Chen, Hujun Yin