Mengna Liu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
5
Venues
4
Active years
2024–2026
Best venue rank
A*
Where they publish
Papers
5 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Beyond Missing Data Imputation: Information-Theoretic Coupling of Missingness and Class Imbalance for Optimal Irregular Time Series Classification. | Xin Qin, Mengna Liu, Wenjie Wang, Shuxin Li, Tianjiao Li, Xiufeng Liu, Xu Cheng |
| 2025 | CSCWD | Robust Online Detection of Anomalies in Evolving Data Streams with GAN Imputation. | Xinyao Xu, Mengna Liu, Xu Cheng, Jianhua Zhang, Feng Xiao, Guang Yang |
| 2025 | ICRA | Multi-Scale Convolutional Networks with Class-Normalized Logit Clipping for Robust Sea State Estimation from Noisy Ship Motion Data. | Xin Qin, Mengna Liu, Xu Cheng, Xiufeng Liu, Fan Shi, Jianhua Zhang, Shengyong Chen |
| 2024 | CSCWD | Robust Classification of Incomplete Time Series with Noisy Labels. | Xin Qin, Pengshuai Yao, Mengna Liu, Xu Cheng, Fan Shi, Lili Guo |
| 2024 | SMC | Online Anomaly Detection for Streaming Data in the Presence of Missing Values. | Xinyao Xu, Mengna Liu, Xu Cheng, Lei Song, Jianhua Zhang |