Publications

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Selected Papers (*corresponding author)

1. Lu Shen, Benjamin Henson, Long Shi, Yuriy Zakharov. Full-Duplex UWA Communication with a Two-element Transducer, IEEE TWC, 2025 (to appear).

2. Junyu Chen, Junzhuo Li, Zhen Peng, Wenjie Wang, Yuxiang Ren, Long Shi*, Xuming Hu*. LoTA-QAF: Lossless Ternary Adaptation for Quantization-Aware Fine-Tuning, NeurIPS 2025. [pdf, code]

3. Long Shi*, Chuanqing Tang, Huangyi Deng, Cai Xu, Lei Xing, Badong Chen. Generalized Trusted Multi-view Classification Framework with Hierarchical Opinion Aggregation, IEEE TMM, 2025 (to appear). [pdf, code]

4. Huangyi Deng, Ningning Pan, Chuanqing Tang, Long Shi*. Trustworthy data recovery for incomplete multi-view learning, Signal Processing , 2025. [pdf, code]

5. Long Shi, Yunshan Ye, Lei Cao, Yu Zhao*, Badong Chen*. Tensor-based graph learning with consistency and specificity for multi-view clustering, IEEE TMM, 2025 (to appear). [pdf, code]

6. Junyu Chen, Long Shi*, Badong Chen. RSEA-MVGNN: Multi-view graph neural network with reliable structural enhancement and aggregation, Information Fusion, 2025. [pdf, code]

7. Zhongpu Chen, Yinfeng Liu, Long Shi, Zhi-Jie Wang, Xingyan Chen, Yu Zhao, Fuji Ren. MDEval: Evaluating and Enhancing Markdown Awareness in Large Language Models, WWW 2025. [pdf, code]

8. Lei Cao, Zhenzhu Chen, Chuanqing Tang, Junyu Chen, Huaming Du, Yu Zhao, Qing Li, Long Shi*. Unified and efficient multi-view clustering with tensorized bipartite graph, Expert Systems with Applications, 2025. [pdf, code]

9. Jie Wang, Lu Lu, Zongsheng Zheng, Kai-Li Yin, Yi Yu, Long Shi. Euclidean direction search algorithm with maximum correntropy criterion for active noise control system, Signal Processing, 2025. [pdf]

10. Jinghua Tan, Zhixi Li, Chuanhui Zhang, Long Shi*, Yuansheng Jiang. A multiscale time-series decomposition learning for crude oil price forecasting, Energy Economics, 2025.

11. Long Shi*, Lei Cao, Zhongpu Chen, Yu Zhao, Badong Chen. Nonlinear subspace clustering by functional link neural networks, Applied Soft Computing, 2024. [pdf, code]

12. Huaming Du, Long Shi, Xingyan Chen, Yu Zhao, Hegui Zhang, Carl Yang, Fuzhen Zhuang, Gang Kou. Representation Learning of Temporal Graphs with Structural Roles, KDD 2024. [pdf, code]

13. Long Shi*, Lei Cao, Jun Wang*, Badong Chen. Enhanced Latent Multi-view Subspace Clustering, IEEE TCSVT, 2024. [pdf, code]

14. Long Shi*, Lu Shen, Yuriy Zakharov, Rodrigo C de Lamare. Widely Linear Complex-Valued Spline-Based Algorithm for Nonlinear Filtering, EUSIPCO 2023. [pdf]

15. Long Shi*, Jinghua Tan, Jun Wang, Qing Li, Lu Lu, Badong Chen. Robust kernel adaptive filtering for nonlinear time series prediction, Signal Processing, 2023. [pdf]

16. Long Shi*, Ruyuan Lu, Zhuofei Liu, Jiayi Yin, Ye Chen, Jun Wang, Lu Lu. An improved robust kernel adaptive filtering method for time-series prediction, IEEE Sensors Journal, 2023. [pdf]

17. Jie Wang, Lu Lu, Long Shi, Guangya Zhu, Xiaomin Yang. Euclidean direction search algorithm based on maximum correntropy criterion, IEEE SPL, 2023. [pdf]

18. Long Shi*, Lu Shen, Badong Chen. An Efficient Parameter Optimization of Maximum Correntropy Criterion, IEEE SPL, 2023. [pdf]

19. Lei Cao, Long Shi*, Jun Wang, Zhendong Yang, Badong Chen. Robust Subspace Clustering by Logarithmic Hyperbolic Cosine Function, IEEE SPL, 2023. [pdf]

20. Long Shi*, Lu Shen, Badong Chen. Complementary mean square deviation and stability analyses of the widely linear recursive least squares algorithm, Digital Signal Processing, 2022. [pdf]

21. Lu Shen, Yuriy Zakharov, Long Shi, Benjamin Henson. BEM adaptive filtering for SI cancellation in full-duplex underwater acoustic systems, Signal Processing, 2022. [pdf]

22. Long Shi, Haiquan Zhao, Yuriy Zakharov, Badong Chen, Yaoru Yang. Variable Step-Size Widely Linear Complex-Valued Affine Projection Algorithm and Performance Analysis, IEEE TSP, 2020. [pdf, code]

23. Long Shi, Haiquan Zhao, Xiangping Zeng, Yi Yu. Variable step-size widely linear complex-valued NLMS algorithm and its performance analysis, Signal Processing, 2019. [pdf]

24. Long Shi, Haiquan Zhao, Yuriy Zakharov. Performance Analysis of Shrinkage Linear Complex-Valued LMS Algorithm, IEEE SPL, 2019. [pdf]

25. Long Shi, Haiquan Zhao, Yuriy Zakharov. An Improved Variable Kernel Width for Maximum Correntropy Criterion Algorithm, IEEE TCSII, 2018. [pdf]

26. Long Shi, Haiquan Zhao, Yuriy Zakharov. Generalized Variable Step Size Continuous Mixed p-Norm Adaptive Filtering Algorithm, IEEE TCSII, 2018. [pdf]