熊玉洁(Y.-J. Xiong)

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博士，副教授/硕士生导师

电子电气工程学院
上海工程技术大学

上海市青年科技英才扬帆计划

地址： 上海市松江区龙腾路333号 现代交通工程中心7832/7911室
联系电话： +86-021-37660073
邮箱： xiong@sues.edu.cn


 [English]  [个人简介]  [学术服务]  [研究兴趣]  [论文专利]  [科研项目]  [教学指导]     |      [科学空间]  [程明明]

个人简介

       熊玉洁，上海工程技术大学副教授，入选2019年度上海市青年科技英才扬帆计划。2011年在中南大学获得自动化专业学士学位，2018年在华东师范大学获得计算机应用技术专业博士学位，同年10月加入上海工程技术大学电子电气工程学院任讲师，2021年12月起任副教授。代表性研究工作包括复杂场景下多语言离线签名鉴定、面向视频流的连续大尺度动作检测、中医四诊多模态数据融合分析及大规模语言模型思维链推理技术及面向实时动态小场景的高保真三维建模等。主持承担国家自然科学基金青年项目、上海市科委科技项目、上海市教委计划项目、企事业委托项目等各类科研项目10余项，参与承担科技创新2030—“新一代人工智能”重大项目、国家自然科学基金项目、上海市科委科技项目等各类科研项目，发表学术论文50余篇，担任多个国际会议程序委员会成员，并作为ISO国际标准化组织专家参与多项TC249中医药标准项目的评审，参与国家标准《中医药 诊断词汇 第 1 部分：舌象》和《中医药 诊断词汇 第 2 部分：脉象》的起草工作。

学术服务

期刊审稿人

技术程序委员会成员

研究兴趣

论文专利

学术论文

    2025

  1. Parameter-Efficient Fine-Tuning of Large Language Models via Deconvolution in Subspace, J.-C. Zhang, Y.-J. Xiong*, C.-M. Xia, D.-H. Zhu, X.-H. Qiu, Proceedings of the 31st International Conference on Computational Linguistics, 2025: 3924-3935

  2. Understanding Before Reasoning: Enhancing Chain-of-Thought with Iterative Summarization Pre-Prompting, D.-H. Zhu, Y.-J. Xiong*, J.-C. Zhang, X.-J. Xie, C.-M. Xia, arxiv preprint, arxiv:2501.04341 (2025)

  3. Triplet trustworthiness validation with knowledge graph reasoning, G. Zhang, Y.-J. Xiong*, J.-P. Hu, C.-M. Xia, Engineering Applications of Artificial Intelligence, 2025,146: 109813

    4. 2024

  4. Few-Shot Named Entity Recognition with the Integration of Spatial Features, Z.-W. Liu, B. Huang*, C.-M. Xia, Y.-J. Xiong, Z.-S. Zhang, Y.-Q. Zhang, Wuhan University Journal of Natural Sciences, 2024,29.2: 125-133

  5. AutoGRN: An adaptive multi-channel graph recurrent joint optimization network with Copula-based dependency modeling for spatio-temporal fusion in electrical power systems, H.-Y. Wang, X.-H. Qiu*, Y.-J. Xiong, X.-Y. Tan, Information Fusion, 2024: 102836

  6. Adaptive graph-based feature normalization for facial expression recognition, Y.-J. Xiong*, Q. Wang, Y.-T. Du and Y. Lu, Engineering Applications of Artificial Intelligence, 2024, 129: 107623

  7. Harmonious parameters and performance: Lightweight convolutional stage and local feature weighted fusion MLP for medical image segmentation, Y.-X. Chen, Y.-J. Xiong*, X.-H. Qiu and C.-M. Xia*, Biomedical Signal Processing and Control, 2024, 98: 106726

  8. Kalman-SSM: Modeling Long-Term Time Series With Kalman Filter Structured State Spaces, Z. Zhou, X. Guo, Y.-J. Xiong* and C.-M. Xia, IEEE Signal Processing Letters, 2024, 31: 2470-2474

  9. PointABM: Integrating Bidirectional Mamba and Multi-Head Self-Attention for Point Cloud Analysis, J.-W. Chen, Y.-J. Xiong*, D.-H. Zhu, J.-C. Zhang, Z. Zhou, 2024 4th International Conference on Intelligent Technology and Embedded Systems (ICITES). IEEE, 2024

  10. Towards Collaborative Intelligence: Propagating Intentions and Reasoning for Multi-Agent Coordination with Large Language Models, X.-H. Qiu*, H.-Y. Wang, X.-Y. Tan, C. Qu, Y.-J. Xiong, Y. Chen, Y.-H. Xu, W. Chu, Y. Qi, arxiv preprint, arxiv:2407.12532 (2024)

  11. Transformer-based end-to-end attack on text CAPTCHAs with triplet deep attention, B. Zhang, Y.-J. Xiong*, C.-M. Xia and Y.-B. Gao, Computers & Security, 2024, 146: 104058

  12. Enhanced video clustering using multiple riemannian manifold-valued descriptors and audio-visual information, W. Hu, H. Zhan*, Y. Tian, Y.-J. Xiong and Y. Lu, Expert Systems with Applications, 2024, 246: 123099

  13. Multi-view hypergraph regularized Lp norm least squares twin support vector machines for semi-supervised learning, J. Lu, X.-J. Xie* and Y.-J. Xiong, Pattern Recognition, 2024, 156: 110753

  14. Text Classification Model Based on Graph Attention Networks and Adversarial Training, J. Li, Y. Jian* and Y.-J. Xiong, Applied Sciences, 2024, 14(11): 4906

  15. LRATNet: Local-Relationship-Aware Transformer Network for Table Structure Recognition, G. Yang, D. Zhong, Y.-J. Xiong and H. Zhan*, in Proceedings of the International Conference on MultiMedia Modeling (MMM), Lecture Notes in Computer Science, vol 14555, (2024)pp. 441-452

  16. Free Lunch: Frame-level Contrastive Learning with Text Perceiver for Robust Scene Text Recognition in Lightweight Models, H.-J. Zhan, Y.-F. Li*, Y.-J. Xiong, Umapada Pal, Y. Lu, Proceedings of the 32nd ACM International Conference on Multimedia, 2024

  17. LoRA² :Multi-Scale Low-Rank Approximations for Fine-Tuning Large Language Models, J.-C. Zhang, Y.-J. Xiong*, X.-H. Qiu, D.-H. Zhu, C.-M. Xia, arxiv preprint, arxiv:2408.06854 (2024)

  18. 基于频繁模式挖掘算法的中医问诊策略研究, 李瑞珍, 夏春明*, 王忆勤, 许朝霞, 熊玉洁, 世界科学技术-中医药现代化, 2024,26(6):1608-1617

  19. 基于Transformer特征通道融合的舌像分割, 薛玮珠*, 张博, 姚瑶, 熊玉洁, 夏春明, 武汉大学学报（理学版）, 2024,70(6),704-714

  20. FaRE: A Feature-aware Radical Encoding Strategy for Zero-shot Chinese Character Recognition, Zhan Hongjian, Li Yangfu, Xiong Yu-jie*, Lu Yue, Proceedings of the Asian Conference on Computer Vision (ACCV), 2024,390-401

  21. Discrete diffusion models with Refined Language-Image Pre-trained representations for remote sensing image captioning, Guannan Leng, Xiong Yu-jie*, Chunping Qiu*, Congzhou Guo, Pattern Recognition Letters, 2024,186,164-169

  22. Chain-of-LoRA: Enhancing the Instruction Fine-Tuning Performance of Low-Rank Adaptation on Diverse Instruction Set, Qiu Xihe, Hao Teqi, Shi Shaojie, Tan Xiaoyu*,Xiong Yu-jie, IEEE Signal Processing Letters, 2024,31,875-879

    23. 2023

  23. Deep Frame-Point Sequence Consistent Network for Handwriting Trajectory Recovery, Y.-J. Xiong, Y.-F. Dai and D. Meng*, in Proceedings of the International Conference on Parallel and Distributed Systems, accepted (2023)

  24. Multiple dependence representation of attention graph convolutional network relation extraction model, L.-F. Zhao, Y.-J. Xiong*, Y.-B. Gao and W.-J. Yu, IET Cyber-Physical Systems: Theory & Applications, online (2023)

  25. 2C2S: A two-channel and two-stream transformer based framework for offline signature verification, J.-X. Ren, Y.-J. Xiong*, H. Zhan and B. Huang, Engineering Applications of Artificial Intelligence, 2023, 118 (1): 105639

  26. CODP-1200: An AIGC based benchmark for assisting in child language acquisition, G. Leng, G. Zhang, Y.-J. Xiong* and J. Chen, Displays, 2023, 82: 102627

  27. PDCSN: A partition density clustering with self-adaptive neighborhoods, S. Xing, Q.-M. Su*, Y.-J. Xiong*, C.-M. Xia,Expert Systems With Applications, 2023, 227 (1): 120195

  28. 两阶段问答范式的生物医学事件触发词检测, 行帅，熊玉洁*，苏前敏*，黄继汉, 计算机工程与应用, 网络首发 (2023)

  29. Attention-based multiple siamese networks with primary representation guiding for offline signature verification, Y.-J. Xiong*, S.-Y. Cheng, J.-X. Ren and Y.-J. Zhang, International Journal on Document Analysis and Recognition, online (2023)

  30. 结合双金字塔特征融合与级联定位的车牌检测, 张俊青，熊玉洁*，孙宪坤，高永彬, 《计算机工程与应用》，2023，59 (2): 240-252

  31. Learning Transferable Feature Representation with Swin Transformer for Object Recognition, J.-X. Ren, Y.-J. Xiong*, X.-J. Xie and Y.-F. Dai, Neural Processing Letters, 2023, 55 (1): 2211–2223

    32. 2022

  32. Mitigating Lifetime-Energy-Makespan Issues in Reliability-Aware Workflow Scheduling for Big Data, Y.-J. Xiong*, S.-Y. Cheng and B. Chen, Journal of Circuits, Systems and Computers, 2022, 31 (1): 2250012

  33. 基于Transformer与Vector Loss模块的椎骨Cobb角点定位网络, 陈瑶，高永彬*，熊玉洁, 《中国医学物理学杂志》，2022，39 (11): 1393-1400

  34. 结合数据扩增与残差收缩网络的地震短临预测, 张翔，孙宪坤*，胡峻，尹京苑，熊玉洁, 《地震》，2022，42 (2): 74-88

  35. SET: A squeeze-and-excitation transformer for offline signature verification, J.-X. Ren, J. Chen* and Y.-J. Xiong*,in Proceedings of the International Conference on Ubiquitous Intelligence and Computing, (2022) pp. 1812-1816

  36. A Density-based Controller Placement Algorithm for Software Defined Networks, J. Chen, Y.-J. Xiong* and D. He, in Proceedings of the International Conference on Cyber, Physical and Social Computing, (2022) pp. 287-291

  37. License Plate Detection with Attention-Guided Dual Feature Pyramid Networks in Complex Environments, Y.-J. Xiong*, Y.-B. Gao*, J.-Q. Zhang and J.-X. Ren, Electronics, 2022, 11 (23): 3895

  38. A cross entropy based approach to minimum propagation latency for controller placement in Software Defined Network, J. Chen, Y.-J. Xiong*, X.-H. Qiu, D. He, H.-M. Yin and Y.-F. Xiao, Computer Communications, 2022, 191 (1): 133-144

  39. 基于 PWC-Net 的多层权值和轻量化改进光流估计算法, 胡毅轩，吴飞*，熊玉洁, 《计算机应用研究》，2022，39 (1): 291-295

  40. Knowledge distilled pre-training model for vision-language-navigation, B. Huang*, S. Zhang, J.-T. Huang, Y.-J. Yu, Z.-C. Shi and Y.-J. Xiong, Applied Intelligence, 2022, 53 (1): 5607–5619

  41. Generalized multi-view learning based on generalized eigenvalues proximal support vector machines, X.-J. Xie* and Y.-J. Xiong, Expert Systems with Applications, 2022, 194 (1): 116491

    42. 2021

  42. Attention Based Multiple Siamese Network for Offline Signature Verification, Y.-J. Xiong* and S.-Y. Cheng, in Proceedings of the International Conference on Document Analysis and Recognition, (2021) pp. 337-349

  43. PC-SuperPoint: interest point detection and descriptor extraction using pyramid convolution and circle loss, Y.-J. Xiong*, S. Ma, Y.-B. Gao and Z.-J. Fang, Journal of Electronic Imaging, 2021, 30 (3): 033024

  44. Attention U-Net with Feature Fusion Module for Robust Defect Detection, Y.-J. Xiong*, Y.-B. Gao, H. Wu and Y. Yao, Journal of Circuits, Systems and Computers, 2021, 30 (15): 2150272

  45. 结合倒置特征金字塔和U-Net的高光谱图像分类, 程嵩阳，熊玉洁*，姚瑶，李庆利, 《中国图象图形学报》，2021，26 (8): 1994-2008

  46. An Empirical Study of Text Factors and Their Effects on Chinese Writer Identification, Y.-J. Xiong*, Y. Lu and Y.-C. Cao, Digital TV and Wireless Multimedia Communication, (2021) pp. 194-205

  47. Attention U-Net with Multilevel Fusion for License Plate Detection, Y. Yao, Y.-J. Xiong*, B. Huang and J. Yang, Wuhan University Journal of Natural Sciences, 2021, 26 (3): 227-234

    48. 2020

  48. 基于改进ADRC的四旋翼无人机抗干扰姿态控制系统设计, 余小燕，孙宪坤*，熊玉洁，胡清礼，陈善鹏, 《电光与控制》，2020，27 (12): 78-83

  49. 改进遗传算法的无人机路径规划, 吕倩，孙宪坤*，熊玉洁, 《导航定位学报》，2020，8 (5): 42-48

  50. Handwriting and Hand-Sketched Graphics Detection Using Convolutional Neural Networks, S.-Y. Cheng, Y.-J. Xiong*, J.-Q. Zhang and Y.-C. Cao, in Proceedings of the International Conference on Pattern Recognition and Artificial Intelligence, (2020) pp. 352-362

  51. A Lightweight Improved U-Net with Shallow Features Combination and Its Application to Defect Detection H. Wu, X.-K. Sun*, Y.-J. Xiong, Wuhan University Journal of Natural Sciences, 2020, 25 (5): 461-468

    52. 2019

  52. Chapter 6:Improving Chinese Writer Identification by Fusion of Text-dependent and Text-independent Methods, Y.-J. Xiong, L. Liu, Patrick S. P. Wang and Y. Lu*, Frontiers in Patten Recognition and Artificial Intelligence, Series on Language Processing, Pattern Recognition, and Intelligent Systems, 2019, 5 (6): 97-112

  53. Improving Text-Independent Chinese Writer Identification with the Aid of Character Pairs, Y.-J. Xiong, L. Liu, S.-J. Lyu, Patrick S. P. Wang and Y. Lu*, International Journal of Pattern Recognition and Artificial Intelligence, 2019, 33 (2): 1953001

    54. 2017

  54. Chinese Writer Identification Using Contour-Directional Feature and Character Pair Similarity Measurement, Y.-J. Xiong and Y. Lu*, in Proceedings of the International Conference on Document Analysis and Recognition, (2017) pp. 119–124

  55. Chapter 8:Off-line Text-independent Writer Identification for Chinese Handwriting, Y.-J. Xiong and Y. Lu*, Advances in Chinese document and text processing, Series on Language Processing, Pattern Recognition, and Intelligent Systems, 2017, 2 (8): 215-234

  56. Off-line Text-independent Writer Recognition: A Survey, Y.-J. Xiong, Y. Lu* and Patrick. S. P. Wang, International Journal of Pattern Recognition and Artificial Intelligence, 2017, 31 (5): 1756008

    57. 2016

  57. 基于两方向动态时间规整的无分割手写汉字检测, 黄志敏*，姚舜奕，熊玉洁, 《计算机应用研究》，2016，33(11): 3499–3502

    58. 2015

  58. Text-independent writer identification using SIFT descriptor and contour-directional feature, Y.-J. Xiong, Y. Wen, Patrick. S. P. Wang and Y. Lu*, in Proceedings of the International Conference on Document Analysis and Recognition, (2015) pp. 91–95

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Published in 2024.11.18