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的融合分析。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60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. 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, Neurocomputing, 2025, 650: 130859

  2. MSA²: Multi-task Framework with Structure-aware and Style-adaptive Character Representation, Y.-F. Li, H.-J. Zhan*, Q. Liu, L. Sun, Y.-J. Xiong, Y. L, Proceedings of the IEEE/CVF international conference on computer vision, 2025(accepted)

  3. Why 1+ 1< 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering, Y.-F. Li, H.-J. Zhan*, T.-Y. Chen, Y.-J. Xiong, Q. L, Y. L, Advances in Neural Information Processing Systems, 2025(accepted)

  4. Mdm-Dta: Message Passing Neural Network with Molecular Descriptors and Mixture of Experts for Drug-Target Affinity Prediction, Y. Dai, X.-Y. Tan, H.-Y. Wang, G.-C. Ma, Y.-J. Xiong, X.-H. Qiu*, Available at SSRN, 5315145

  5. Sugar-Coated Poison: Benign Generation Unlocks Jailbreaking, Y.-H. Wu, Y.-J. Xiong*, H. Zhang, J.-C. Zhang, Z. Zhou, in Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025(accepted)

  6. PAST: Pairwise Attention Swin Transformer for Offline Signature Verification, Y.-J. Xiong*, J.-X. Ren, D.-H. Zhu, X.-J. Xie, X.-H. Qiu, International Journal on Document Analysis and Recognition, 2025, 1-13

  7. 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

  8. 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)

  9. Triplet Trustworthiness Validation with Knowledge Graph Reasoning, G. Zhang, Y.-J. Xiong*, J.-P. Hu, C.-M. Xia, Engineering Applications of Artificial Intelligence, 2025, 141: 109813

  10. 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, 2025, 117: 102836

    11. 2024

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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. IEEE, 2024, 142-148

  16. 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)

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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, Lecture Notes in Computer Science, 2024, 507--520

  22. 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, 6202–6211

  23. 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

  24. 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

  25. 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, 2024, 390-401

  26. 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

  27. 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

  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, 2024, 60.10: 21-131

  29. CODP-1200: An AIGC Based Benchmark for Assisting in Child Language Acquisition, G. Leng, G. Zhang, Y.-J. Xiong* and J. Chen, Displays, 2024, 82: 102627

    30. 2023

  30. 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, 2023, 2151-2158

  31. 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, 2023, 9: 247-257

  32. 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

  33. 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

  34. 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, 2023, 27：195–208

  35. 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

  36. 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, 55.3: 2211–2223

    37. 2022

  37. 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

  38. 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

  39. 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

  40. 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, 1812-1816

  41. 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, 287-291

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

    47. 2021

  47. 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, 337-349

  48. 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

  49. 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

  50. 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

  51. 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, 194-205

  52. 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

    53. 2020

  53. 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

  54. 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

  55. 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, 352-362

  56. 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

    57. 2019

  57. 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

  58. 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

    59. 2017

  59. 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, 119–124

  60. 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

  61. 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

    62. 2016

  62. 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

    63. 2015

  63. 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, 91–95

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Published in 2025.7.23