Magnetic Modeling of Magnetic Levitation Systems Based on a Fast Finite Difference Method.
Wang, Y.; Pang, W.; Xu, X.; and Xu, F.
IEEE Access, 13: 145865–145874. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/access/WangPXX25,
author = {Yibo Wang and
Wei Pang and
Xianze Xu and
Fengqiu Xu},
title = {Magnetic Modeling of Magnetic Levitation Systems Based on a Fast Finite
Difference Method},
journal = {{IEEE} Access},
volume = {13},
pages = {145865--145874},
year = {2025},
url = {https://doi.org/10.1109/ACCESS.2025.3600058},
doi = {10.1109/ACCESS.2025.3600058},
timestamp = {Sat, 21 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/WangPXX25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Feature selection for label distribution learning using Dempster-Shafer evidence theory.
Zhao, Z.; Wang, R.; Pang, W.; and Li, Z.
Appl. Intell., 55(4): 259. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/apin/ZhaoWPL25,
author = {Zhengwei Zhao and
Rongrong Wang and
Wei Pang and
Zhaowen Li},
title = {Feature selection for label distribution learning using Dempster-Shafer
evidence theory},
journal = {Appl. Intell.},
volume = {55},
number = {4},
pages = {259},
year = {2025},
url = {https://doi.org/10.1007/s10489-024-05879-z},
doi = {10.1007/S10489-024-05879-Z},
timestamp = {Tue, 14 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/ZhaoWPL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
The application of scaffolding instruction and AI-driven diffusion models in children's aesthetic education: A case study on teaching traditional chinese painting of the twenty-four solar terms in chinese culture.
Liu, R.; Pang, W.; Chen, J.; Balakrishnan, V. A. P.; and Chin, H. L.
Educ. Inf. Technol., 30(7): 9129–9160. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/eait/LiuPCBC25,
author = {Ran Liu and
Wei Pang and
Junming Chen and
Vishalache A. P. Balakrishnan and
Hai Leng Chin},
title = {The application of scaffolding instruction and AI-driven diffusion
models in children's aesthetic education: {A} case study on teaching
traditional chinese painting of the twenty-four solar terms in chinese
culture},
journal = {Educ. Inf. Technol.},
volume = {30},
number = {7},
pages = {9129--9160},
year = {2025},
url = {https://doi.org/10.1007/s10639-024-13135-7},
doi = {10.1007/S10639-024-13135-7},
timestamp = {Sat, 31 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eait/LiuPCBC25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
MSC-Trans: A Multi-Feature-Fusion Network With Encoding Structure for Student Engagement Detecting.
Xie, N.; Li, Z.; Lu, H.; Pang, W.; Song, J.; and Lu, B.
IEEE Trans. Learn. Technol., 18: 243–255. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/tlt/XieLLPSL25,
author = {Nan Xie and
Zhengxu Li and
Haipeng Lu and
Wei Pang and
Jiayin Song and
Beier Lu},
title = {MSC-Trans: {A} Multi-Feature-Fusion Network With Encoding Structure
for Student Engagement Detecting},
journal = {{IEEE} Trans. Learn. Technol.},
volume = {18},
pages = {243--255},
year = {2025},
url = {https://doi.org/10.1109/TLT.2025.3530457},
doi = {10.1109/TLT.2025.3530457},
timestamp = {Fri, 09 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tlt/XieLLPSL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Rethinking Spectral Augmentation for Contrast-based Graph Self-Supervised Learning.
Jian, X.; Zhao, X.; Pang, W.; Ying, C.; Wang, Y.; Xu, Y.; and Yu, T.
Trans. Mach. Learn. Res., 2025. 2025.
Paper
link
bibtex
@article{DBLP:journals/tmlr/JianZPYWXY25,
author = {Xiangru Jian and
Xinjian Zhao and
Wei Pang and
Chaolong Ying and
Yimu Wang and
Yaoyao Xu and
Tianshu Yu},
title = {Rethinking Spectral Augmentation for Contrast-based Graph Self-Supervised
Learning},
journal = {Trans. Mach. Learn. Res.},
volume = {2025},
year = {2025},
url = {https://openreview.net/forum?id=HjpD5kpfa3},
timestamp = {Mon, 14 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/JianZPYWXY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Survey of Video Diffusion Models: Foundations, Implementations, and Applications.
Wang, Y.; Liu, X.; Pang, W.; Ma, L.; Yuan, S.; Debevec, P. E.; and Yu, N.
Trans. Mach. Learn. Res., 2025. 2025.
Paper
link
bibtex
@article{DBLP:journals/tmlr/WangLPMYDY25,
author = {Yimu Wang and
Xuye Liu and
Wei Pang and
Li Ma and
Shuai Yuan and
Paul E. Debevec and
Ning Yu},
title = {Survey of Video Diffusion Models: Foundations, Implementations, and
Applications},
journal = {Trans. Mach. Learn. Res.},
volume = {2025},
year = {2025},
url = {https://openreview.net/forum?id=2ODDBObKjH},
timestamp = {Sat, 18 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WangLPMYDY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
MERMAID: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition.
Yang, Z.; Song, J.; Song, S.; Pang, W.; and Yuan, Y.
In Christodoulopoulos, C.; Chakraborty, T.; Rose, C.; and Peng, V., editor(s),
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025, pages 24639–24655, 2025. Association for Computational Linguistics
Paper
doi
link
bibtex
@inproceedings{DBLP:conf/emnlp/YangSSPY25,
author = {Zhongyu Yang and
Junhao Song and
Siyang Song and
Wei Pang and
Yingfang Yuan},
editor = {Christos Christodoulopoulos and
Tanmoy Chakraborty and
Carolyn Rose and
Violet Peng},
title = {{MERMAID:} Multi-perspective Self-reflective Agents with Generative
Augmentation for Emotion Recognition},
booktitle = {Proceedings of the 2025 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2025, Suzhou, China, November 4-9, 2025},
pages = {24639--24655},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.emnlp-main.1252},
doi = {10.18653/V1/2025.EMNLP-MAIN.1252},
timestamp = {Wed, 25 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/YangSSPY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models.
Wang, Y.; Yuan, S.; Xue, B.; Jian, X.; Pang, W.; Wang, M.; and Yu, N.
In Chiruzzo, L.; Ritter, A.; and Wang, L., editor(s),
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025, pages 3037–3056, 2025. Association for Computational Linguistics
Paper
doi
link
bibtex
@inproceedings{DBLP:conf/naacl/WangYXJPWY25,
author = {Yimu Wang and
Shuai Yuan and
Bo Xue and
Xiangru Jian and
Wei Pang and
Mushi Wang and
Ning Yu},
editor = {Luis Chiruzzo and
Alan Ritter and
Lu Wang},
title = {{DREAM:} Improving Video-Text Retrieval Through Relevance-Based Augmentation
Using Large Foundation Models},
booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas
Chapter of the Association for Computational Linguistics: Human Language
Technologies, {NAACL} 2025 - Volume 1: Long Papers, Albuquerque, New
Mexico, USA, April 29 - May 4, 2025},
pages = {3037--3056},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.naacl-long.156},
doi = {10.18653/V1/2025.NAACL-LONG.156},
timestamp = {Thu, 14 Aug 2025 11:28:41 +0200},
biburl = {https://dblp.org/rec/conf/naacl/WangYXJPWY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
MFCA-UNet:A Multi-source Feature Fusion Cross-Attention Enhancement Network for 12 Lead Electrocardiogram Classification.
Pang, W.; Ma, M.; and Yu, M.
In
IEEE International Conference on Systems, Man, and Cybernetics, SMC 2025, Vienna, Austria, October 5-8, 2025, pages 2469–2474, 2025. IEEE
Paper
doi
link
bibtex
@inproceedings{DBLP:conf/smc/PangMY25,
author = {Wei Pang and
Ming Ma and
Meiju Yu},
title = {MFCA-UNet:A Multi-source Feature Fusion Cross-Attention Enhancement
Network for 12 Lead Electrocardiogram Classification},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
{SMC} 2025, Vienna, Austria, October 5-8, 2025},
pages = {2469--2474},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/SMC58881.2025.11343719},
doi = {10.1109/SMC58881.2025.11343719},
timestamp = {Wed, 11 Feb 2026 15:49:43 +0100},
biburl = {https://dblp.org/rec/conf/smc/PangMY25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Demystifying MPNNs: Message Passing as Merely Efficient Matrix Multiplication.
Jiang, Q.; Wang, C.; Lones, M.; and Pang, W.
CoRR, abs/2502.00140. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/corr/abs-2502-00140,
author = {Qin Jiang and
Chengjia Wang and
Michael Lones and
Wei Pang},
title = {Demystifying MPNNs: Message Passing as Merely Efficient Matrix Multiplication},
journal = {CoRR},
volume = {abs/2502.00140},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.00140},
doi = {10.48550/ARXIV.2502.00140},
eprinttype = {arXiv},
eprint = {2502.00140},
timestamp = {Tue, 14 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-00140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks.
Xu, H.; Jian, X.; Zhao, X.; Pang, W.; Zhang, C.; Wang, S.; Zhang, Q.; Monteiro, J.; Sun, Q.; and Yu, T.
CoRR, abs/2504.12764. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/corr/abs-2504-12764,
author = {Hao Xu and
Xiangru Jian and
Xinjian Zhao and
Wei Pang and
Chao Zhang and
Suyuchen Wang and
Qixin Zhang and
Joao Monteiro and
Qiuzhuang Sun and
Tianshu Yu},
title = {GraphOmni: {A} Comprehensive and Extendable Benchmark Framework for
Large Language Models on Graph-theoretic Tasks},
journal = {CoRR},
volume = {abs/2504.12764},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.12764},
doi = {10.48550/ARXIV.2504.12764},
eprinttype = {arXiv},
eprint = {2504.12764},
timestamp = {Mon, 14 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-12764.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Survey of Video Diffusion Models: Foundations, Implementations, and Applications.
Wang, Y.; Liu, X.; Pang, W.; Ma, L.; Yuan, S.; Debevec, P. E.; and Yu, N.
CoRR, abs/2504.16081. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/corr/abs-2504-16081,
author = {Yimu Wang and
Xuye Liu and
Wei Pang and
Li Ma and
Shuai Yuan and
Paul E. Debevec and
Ning Yu},
title = {Survey of Video Diffusion Models: Foundations, Implementations, and
Applications},
journal = {CoRR},
volume = {abs/2504.16081},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.16081},
doi = {10.48550/ARXIV.2504.16081},
eprinttype = {arXiv},
eprint = {2504.16081},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-16081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
LazyVLM: Neuro-Symbolic Approach to Video Analytics.
Jian, X.; Pang, W.; Dong, Z.; Zhang, C.; and Özsu, M. T.
CoRR, abs/2505.21459. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/corr/abs-2505-21459,
author = {Xiangru Jian and
Wei Pang and
Zhengyuan Dong and
Chao Zhang and
M. Tamer {\"{O}}zsu},
title = {LazyVLM: Neuro-Symbolic Approach to Video Analytics},
journal = {CoRR},
volume = {abs/2505.21459},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.21459},
doi = {10.48550/ARXIV.2505.21459},
eprinttype = {arXiv},
eprint = {2505.21459},
timestamp = {Fri, 04 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-21459.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers.
Pang, W.; Lin, K. Q.; Jian, X.; He, X.; and Torr, P.
CoRR, abs/2505.21497. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/corr/abs-2505-21497,
author = {Wei Pang and
Kevin Qinghong Lin and
Xiangru Jian and
Xi He and
Philip Torr},
title = {Paper2Poster: Towards Multimodal Poster Automation from Scientific
Papers},
journal = {CoRR},
volume = {abs/2505.21497},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2505.21497},
doi = {10.48550/ARXIV.2505.21497},
eprinttype = {arXiv},
eprint = {2505.21497},
timestamp = {Mon, 07 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2505-21497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Asymptotically Stable Quaternion-valued Hopfield-structured Neural Network with Periodic Projection-based Supervised Learning Rules.
Wang, T.; Ma, X.; and Pang, W.
CoRR, abs/2510.16607. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/corr/abs-2510-16607,
author = {Tianwei Wang and
Xinhui Ma and
Wei Pang},
title = {Asymptotically Stable Quaternion-valued Hopfield-structured Neural
Network with Periodic Projection-based Supervised Learning Rules},
journal = {CoRR},
volume = {abs/2510.16607},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.16607},
doi = {10.48550/ARXIV.2510.16607},
eprinttype = {arXiv},
eprint = {2510.16607},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-16607.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
The Underappreciated Power of Vision Models for Graph Structural Understanding.
Zhao, X.; Pang, W.; Xue, Z.; Jian, X.; Zhang, L.; Xu, Y.; Song, X.; Wu, S.; and Yu, T.
CoRR, abs/2510.24788. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/corr/abs-2510-24788,
author = {Xinjian Zhao and
Wei Pang and
Zhongkai Xue and
Xiangru Jian and
Lei Zhang and
Yaoyao Xu and
Xiaozhuang Song and
Shu Wu and
Tianshu Yu},
title = {The Underappreciated Power of Vision Models for Graph Structural Understanding},
journal = {CoRR},
volume = {abs/2510.24788},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2510.24788},
doi = {10.48550/ARXIV.2510.24788},
eprinttype = {arXiv},
eprint = {2510.24788},
timestamp = {Sun, 01 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2510-24788.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Intelligent Collaborative Optimization for Rubber Tyre Film Production Based on Multi-path Differentiated Clipping Proximal Policy Optimization.
Ruan, Y.; Pang, W.; Liu, S.; Yang, H.; Han, L.; and Dong, X.
CoRR, abs/2511.12060. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/corr/abs-2511-12060,
author = {Yinghao Ruan and
Wei Pang and
Shuaihao Liu and
Huili Yang and
Leyi Han and
Xinghui Dong},
title = {Intelligent Collaborative Optimization for Rubber Tyre Film Production
Based on Multi-path Differentiated Clipping Proximal Policy Optimization},
journal = {CoRR},
volume = {abs/2511.12060},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2511.12060},
doi = {10.48550/ARXIV.2511.12060},
eprinttype = {arXiv},
eprint = {2511.12060},
timestamp = {Fri, 09 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2511-12060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration.
Yang, Z.; Yuan, Y.; Jiang, X.; An, B.; and Pang, W.
CoRR, abs/2512.02981. 2025.
Paper
doi
link
bibtex
@article{DBLP:journals/corr/abs-2512-02981,
author = {Zhongyu Yang and
Yingfang Yuan and
Xuanming Jiang and
Baoyi An and
Wei Pang},
title = {InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent
Collaboration},
journal = {CoRR},
volume = {abs/2512.02981},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2512.02981},
doi = {10.48550/ARXIV.2512.02981},
eprinttype = {arXiv},
eprint = {2512.02981},
timestamp = {Sun, 25 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2512-02981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}