Analyze and Design Network Architectures by Recursion Formulas. - Yilin Liao; Hao Wang; Zhaoran Liu; Haozhe Li; Xinggao Liu (CoRR, 2021)

Towards relation extraction from speech. - Tongtong Wu; Guitao Wang; Jinming Zhao; Zhaoran Liu; Guilin Qi; Yuan-Fang Li; Gholamreza Haffari (EMNLP, 2022)

A novel locality-sensitive hashing relational graph matching network for semantic textual similarity measurement. - Haozhe Li; Wenhai Wang; Zhaoran Liu; Yunlong Niu; Hao Wang; Shunping Zhao; Yilin Liao; Weigeng Yang; Xinggao Liu (Expert Syst. Appl., 2022)

AttentionMixer: An Accurate and Interpretable Framework for Process Monitoring. - Hao Wang; Zhiyu Wang; Yunlong Niu; Zhaoran Liu; Haozhe Li; Yilin Liao; Yuxin Huang; Xinggao Liu (CoRR, 2023)

Modeling Task Relationships in Multi-variate Soft Sensor with Balanced Mixture-of-Experts. - Yuxin Huang; Hao Wang; Zhaoran Liu; Licheng Pan; Haozhe Li; Xinggao Liu (CoRR, 2023)

Modeling Task Relationships in Multivariate Soft Sensor With Balanced Mixture-of-Experts. - Yuxin Huang; Eric Hao Wang; Zhaoran Liu; Licheng Pan; Haozhe Li; Xinggao Liu (IEEE Trans. Ind. Informatics, 2023)

A novel pipelined end-to-end relation extraction framework with entity mentions and contextual semantic representation. - Zhaoran Liu; Haozhe Li; Hao Wang 049; Yilin Liao; Xinggao Liu; Gaojie Wu (Expert Syst. Appl., 2023)

Proximity Matters: Local Proximity Preserved Balancing for Treatment Effect Estimation. - Hao Wang 049; Zhichao Chen 001; Yuan Shen; Jiajun Fan; Zhaoran Liu; Degui Yang; Xinggao Liu; Haoxuan Li 001 (CoRR, 2024)

Integrating regular expressions into neural networks for relation extraction. - Zhaoran Liu; Xinjie Chen; Hao Wang 049; Xinggao Liu (Expert Syst. Appl., 2024)

Hidformer: Hierarchical dual-tower transformer using multi-scale mergence for long-term time series forecasting. - Zhaoran Liu; Yizhi Cao; Hu Xu; Yuxin Huang; Qunshan He; Xinjie Chen; Xiaoyu Tang; Xinggao Liu (Expert Syst. Appl., 2024)

Bidirectional Stackable Recurrent Generative Adversarial Imputation Network for Specific Emitter Missing Data Imputation. - Haozhe Li; Yilin Liao; Zijian Tian; Zhaoran Liu; Jiaqi Liu; Xinggao Liu (IEEE Trans. Inf. Forensics Secur., 2024)

Fast Fourier Transform With Multihead Attention for Specific Emitter Identification. - Yilin Liao; Haozhe Li; Yizhi Cao; Zhaoran Liu; Wenhai Wang; Xinggao Liu (IEEE Trans. Instrum. Meas., 2024)

Gaussian dynamic recurrent unit for emitter classification. - Yilin Liao; Rixin Su; Wenhai Wang; Haozhe Li; Hao Wang; Zhaoran Liu; Xinggao Liu (Expert Syst. Appl., 2024)

An Accurate and Interpretable Framework for Trustworthy Process Monitoring. - Hao Wang 049; Zhiyu Wang; Yunlong Niu; Zhaoran Liu; Haozhe Li; Yilin Liao; Yuxin Huang; Xinggao Liu (IEEE Trans. Artif. Intell., 2024)

Denoising Diffusion Straightforward Models for Energy Conversion Monitoring Data Imputation. - Hu Xu; Zhaoran Liu; Hao Wang 049; Changdi Li; Yunlong Niu; Wenhai Wang; Xinggao Liu (IEEE Trans. Ind. Informatics, 2024)

SPOT-I: Similarity Preserved Optimal Transport for Industrial IoT Data Imputation. - Hao Wang 049; Zhichao Chen 001; Zhaoran Liu; Licheng Pan; Hu Xu; Yilin Liao; Haozhe Li; Xinggao Liu (IEEE Trans. Ind. Informatics, 2024)

Reducing overestimation with attentional multi-agent twin delayed deep deterministic policy gradient. - Yizhi Cao; Zijian Tian; Zhaoran Liu; Naizheng Jia; Xinggao Liu (Eng. Appl. Artif. Intell., 2025)

SWAformer: A novel shifted window attention Transformer model for accurate power distribution prediction. - Yizhi Cao; Yilin Liao; Zhaoran Liu; Xiang Ma; Xinggao Liu (Expert Syst. Appl., 2025)

TMoE-P: Toward the Pareto Optimum for Multivariate Soft Sensors. - Licheng Pan; Hao Wang 049; Zhichao Chen 001; Yuxin Huang; Zhaoran Liu; Qunshan He; Xinggao Liu (IEEE Trans Autom. Sci. Eng., 2025)

Controllable Mixture-of-Experts for Multivariate Soft Sensors. - Licheng Pan; Hao Wang 049; Zhichao Chen 001; Yuxin Huang; Yunlong Niu; Zhaoran Liu; Qunshan He; Xinggao Liu (IEEE Trans Autom. Sci. Eng., 2025)

LSPT-D: Local Similarity Preserved Transport for Direct Industrial Data Imputation. - Hao Wang 049; Xinggao Liu; Zhaoran Liu; Haozhe Li; Yilin Liao; Yuxin Huang; Zhichao Chen 001 (IEEE Trans Autom. Sci. Eng., 2025)

Entire Space Counterfactual Learning for Reliable Content Recommendations. - Hao Wang 049; Zhichao Chen 001; Zhaoran Liu; Haozhe Li; Degui Yang; Xinggao Liu; Haoxuan Li 001 (IEEE Trans. Inf. Forensics Secur., 2025)

Recurrent Neural Unit With Frequency Attention for Specific Emitter Identification. - Yilin Liao; Haozhe Li; Zijian Tian; Zhaoran Liu; Wenhai Wang; Xinggao Liu (IEEE Trans. Cogn. Commun. Netw., 2025)

Mixture of Low Rank Adaptation with Partial Parameter Sharing for Time Series Forecasting. - Licheng Pan; Zhichao Chen 001; Haoxuan Li 001; Guangyi Liu; Zhijian Xu; Zhaoran Liu; Hao Wang 049; Ying Wei (CoRR, 2025)