Subnetwork estimation for spatial autoregressive models in large-scale networks

A framework for enhancing stock investment performance by predicting important trading points with return-adaptive 

piecewise linear representation and batch attention 
multi-scale convolutional recurrent neural network

Convergence rates for the constrained sampling via 
Langevin monte carlo

Measuring systemic risk contribution: A higher-order
moment augmented approach

IMUFS: Complementary and Consensus Learning-Based
Incomplete Multi-View Unsupervised Feature Selection

Huang, Y., Shen, Z., Cai, Y., Yi, X., 
Wang, D., Lv, F. & Li, T.

IEEE Transactions on 
Knowledge and Data 
Engineering

CUPVC: A constraint-based unsupervised prosody transfer
for improving telephone banking services

Liu, B., Wang, J., Yu, G. & 
Chen, S.

IEEE/ACM Transactions on 
Audio, Speech, and Language
Processing

Modeling and monitoring multilayer attributed weighte
directed networks via a generative model

Incremental unsupervised feature selection for dynamic
incomplete multi-view data

Evaluation on stock market forecasting framework for AI
and embedded real-time system（已接收）

International Journal of Data Mining
 and Bioinformatics

Culling the herd of moments with penalized empirical 
likelihood

Journal of Business & Economic
Statistics

Covariance model with general linear structure and
divergent parameters

Journal of Business & Economic
Statistics

Testing the martingale difference hypothesis in high 
dimension

An autocovariance-based learning framework for 
high-dimensional functional time series（已接收）

Statistical inferences for complex dependence of 
multimodal imaging data（已接收）

Journal of the American Statistica 
Association

Journal of the Royal Statistical 
Society Series B

Automated urban planning aware spatial hierarchies and 
human instructions

Wang, D., Liu, K., Huang, Y., Sun, L., 

Du, B. & Fu, Y.

Knowledge and Information 
Systems

Powerful, scalable and resource-efficient meta-analysis of 
rare variant associations in large whole genome 
sequencing studies

Li, X., Quick, C., Zhou, H., Gaynor, S.M., 
Liu, Y., Chen, H., Selvaraj, M.S., Sun, R., 
Dey, R., Arnett, D.K. & Bielak, L.F.

A framework for detecting noncoding rare-varian 
associations of large-scale whole-genome sequencing studies

Li, Z., Li, X., Zhou, H., Gaynor, S.M., 
Selvaraj, M.S., Arapoglou, T., Quick, 
C., Liu, Y., Chen, H., Sun, R. & 
Dey, R.

Maximum conditional alpha test for conditional 
multi-factor models（已接收）

Zhang, J., Lan, W., Fan, X. & 
Chen, W.

ST-RR model: Joint modeling of ratings and reviews in 
sentiment-topic prediction

Liang, Q., Ranganathan, S., Wang, K. 
& Deng, X.

黄光麟，鲁万波