个人简介

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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

• IEEE Transactions on Information Forensics and Security

• IEEE Transactions on Systems, Man and Cybernetics: Systems

• Pattern Recognition

• IEEE Transactions on Affective Computing

• IEEE Transactions on Neural Networks and Learning Systems

• IEEE Transactions on Intelligent Vehicles

• ACM Computing Surveys

• Neurocomputing

• Knowledge-Based Systems

• Expert Systems with Applications

• Artificial Intelligence Review

• IEEE Transactions on Intelligent Systems and Technology

• Applied Intelligence

• IEEE Transactions on Biomedical Engineering

• IEEE Transactions on Consumer Electronics

• IEEE Transactions on Computational Social System

• Multimedia Systems

• Chinese Optics Letters

• Machine Vision and Applications

• IEEE Signal Processing Letters

• IET Image Processing

• International Journal of Computers and Applications

• IET Cyber-Physical Systems: Theory & Applications

• IET Power Electronics

• International Journal of Pattern Recognition and Artificial Intelligence

• Journal of Circuits, Systems, and Computers

• IEEE Open Journal of Signal Processing

技术程序委员会成员

• The International Conference on Information Communication and Signal Processing (ICICSP), 2026.

• The International Conference on Parallel and Distributed Systems (ICPADS), 2023.

• The International Conference on Ubiquitous Intelligence and Computing (UIC), 2022.

• The International Conference on Data Mining Workshop on Multi-view Representation Learning (ICDMW-MRL), 2022.

• The International Conference on Signal Processing Systems (ICSPS), 2022.

• The International Conference on Digital Medicine and Image Processing (DMIP), 2022.

• The International Conference on Progress in Informatics and Computing (PIC), 2021.

会议主席

• Publicity Chairs for IEEE ICICSP 2026.

编委会成员

• Editorial Member, Wuhan University Journal of Natural Sciences.

研究兴趣

• 临床决策辅助：中医标准化、多模态中医诊疗
• 生物特征识别：离线签名验证、笔迹鉴定、生物特征识别
• 文档图像分析：文档内容识别、文档内容理解
• 其他： 3D高斯渲染、大模型安全对齐

论文专利

学术论文

2025

1. Multi-view Unsupervised Feature Selection with Unified Measurement of Consistency and Diversity, S.-K. Xu, X.-J. Xie*, G.-Q. Chao, Y.-J. Xiong, Pattern Recognition, 2025, 112728

2. An innovative contrastive learning approach to improve image recognition robustness and interpretability via simulated environmental perturbations, L.-J. Cheng, X.-H. Qiu*, X.-Y. Tan, H.-Y. Wang, Y.-J. Xiong, Engineering Applications of Artificial Intelligence, 2025, 159: 111619

3. Multi-view semi-supervised feature selection with multi-order similarity and tensor learning, H.-Y. Chen, X.-J. Xie*, Y.-J. Xiong, Neurocomputing, 2025, 657: 131573

4. Multi-view unsupervised feature selection based on graph discrepancy learning, Y.-W. Xu, X.-J. Xie*, X.-L. Jiang, Y.-J. Xiong, Neurocomputing, 2025, 656: 131487

5. CRGT-SA: an interlaced and spatiotemporal deep learning model for network intrusion detection, J. Chen, W.-X. Liu, X.-H. Qiu*, W.-J. Lv, Y.-J. Xiong, Frontiers of Information Technology & Electronic Engineering, 2025, 26.7: 1115-1130

6. 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

7. 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, in Proceedings of the IEEE/CVF international conference on computer vision, 2025(accepted)

8. 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)

9. 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

10. 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)

11. 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

12. 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, in Proceedings of the 31st International Conference on Computational Linguistics, 2025, 3924-3935

13. 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)

14. 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

15. 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

2024

16. 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

17. Adaptive Graph-based Feature Normalization for Facial Expression Recognition, Y.-J. Xiong*, Q. Wang, Y.-T. Du, Y. Lu, Engineering Applications of Artificial Intelligence, 2024, 129: 107623

18. 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, C.-M. Xia*, Biomedical Signal Processing and Control, 2024, 98: 106726

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

20. 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

21. 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)

22. Transformer-based End-to-end Attack on Text CAPTCHAs with Triplet Deep Attention, B. Zhang, Y.-J. Xiong*, C.-M. Xia, Y.-B. Gao, Computers & Security, 2024, 146: 104058

23. Enhanced Video Clustering Using Multiple Riemannian Manifold-valued Descriptors and Audio-visual Information, W. Hu, H. Zhan*, Y. Tian, Y.-J. Xiong, Y. Lu, Expert Systems with Applications, 2024, 246: 123099

24. Multi-view Hypergraph Regularized Lp Norm Least Squares Twin Support Vector Machines for Semi-supervised Learning, J. Lu, X.-J. Xie*, Y.-J. Xiong, Pattern Recognition, 2024, 156: 110753

25. Text Classification Model Based on Graph Attention Networks and Adversarial Training, J. Li, Y. Jian*, Y.-J. Xiong, Applied Sciences, 2024, 14.11: 4906

26. LRATNet: Local-Relationship-Aware Transformer Network for Table Structure Recognition, G. Yang, D. Zhong, Y.-J. Xiong, H. Zhan*, in Proceedings of the International Conference on MultiMedia Modeling, Lecture Notes in Computer Science, 2024, 507--520

27. 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, in Proceedings of the 32nd ACM International Conference on Multimedia, 2024, 6202–6211

28. 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

29. 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

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

31. 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

32. 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

33. 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

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

2023

35. Deep Frame-Point Sequence Consistent Network for Handwriting Trajectory Recovery, Y.-J. Xiong, Y.-F. Dai, D. Meng*, in Proceedings of the International Conference on Parallel and Distributed Systems, 2023, 2151-2158

36. Multiple Dependence Representation of Attention Graph Convolutional Network Relation Extraction Model, L.-F. Zhao, Y.-J. Xiong*, Y.-B. Gao, W.-J. Yu, IET Cyber-Physical Systems: Theory & Applications, 2023, 9: 247-257

37. 2C2S: A Two-channel and Two-stream Transformer Based Framework for Offline Signature Verification, J.-X. Ren, Y.-J. Xiong*, H. Zhan, B. Huang, Engineering Applications of Artificial Intelligence, 2023, 118.1: 105639

38. 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

39. Attention-based Multiple Siamese Networks with Primary Representation Guiding for Offline Signature Verification, Y.-J. Xiong*, S.-Y. Cheng, J.-X. Ren, Y.-J. Zhang, International Journal on Document Analysis and Recognition, 2023, 27：195–208

40. 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

41. Learning Transferable Feature Representation with Swin Transformer for Object Recognition, J.-X. Ren, Y.-J. Xiong*, X.-J. Xie, Y.-F. Dai, Neural Processing Letters, 2023, 55.3: 2211–2223

2022

42. Mitigating Lifetime-Energy-Makespan Issues in Reliability-Aware Workflow Scheduling for Big Data, Y.-J. Xiong*, S.-Y. Cheng, B. Chen, Journal of Circuits, Systems and Computers, 2022, 31.1: 2250012

43. 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

44. 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

45. SET: A Squeeze-and-excitation Transformer for Offline Signature Verification, J.-X. Ren, J. Chen*, Y.-J. Xiong*,in Proceedings of the International Conference on Ubiquitous Intelligence and Computing, 2022, 1812-1816

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

47. License Plate Detection with Attention-Guided Dual Feature Pyramid Networks in Complex Environments, Y.-J. Xiong*, Y.-B. Gao*, J.-Q. Zhang, J.-X. Ren, Electronics, 2022, 11.23: 3895

48. 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, Y.-F. Xiao, Computer Communications, 2022, 191.1: 133-144

49. 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

50. Knowledge Distilled Pre-training Model for Vision-language-navigation, B. Huang*, S. Zhang, J.-T. Huang, Y.-J. Yu, Z.-C. Shi, Y.-J. Xiong, Applied Intelligence, 2022, 53.1: 5607–5619

51. Generalized Multi-view Learning Based on Generalized Eigenvalues Proximal Support Vector Machines, X.-J. Xie*, Y.-J. Xiong, Expert Systems with Applications, 2022, 194.1: 116491

2021

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

53. PC-SuperPoint: Interest Point Detection and Descriptor Extraction Using Pyramid Convolution and Circle Loss, Y.-J. Xiong*, S. Ma, Y.-B. Gao, Z.-J. Fang, Journal of Electronic Imaging, 2021, 30.3: 033024

54. Attention U-Net with Feature Fusion Module for Robust Defect Detection, Y.-J. Xiong*, Y.-B. Gao, H. Wu, Y. Yao, Journal of Circuits, Systems and Computers, 2021, 30.15: 2150272

55. 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

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

57. Attention U-Net with Multilevel Fusion for License Plate Detection, Y. Yao, Y.-J. Xiong*, B. Huang, J. Yang, Wuhan University Journal of Natural Sciences, 2021, 26.3: 227-234

2020

58. 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

59. 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

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

61. 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

2019

62. Improving Chinese Writer Identification by Fusion of Text-dependent and Text-independent Methods, Y.-J. Xiong, L. Liu, Patrick S. P. Wang, Y. Lu*, Frontiers in Patten Recognition and Artificial Intelligence, 2019, 5.6: 97-112

63. Improving Text-Independent Chinese Writer Identification with the Aid of Character Pairs, Y.-J. Xiong, L. Liu, S.-J. Lyu, Patrick S. P. Wang, Y. Lu*, International Journal of Pattern Recognition and Artificial Intelligence, 2019, 33.2: 1953001

2017

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

65. Off-line Text-independent Writer Identification for Chinese Handwriting, Y.-J. Xiong, Y. Lu*, Advances in Chinese document and text processing, 2017, 2.8: 215-234

66. 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

2016

67. 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

2015

68. Text-independent Writer Identification Using SIFT Descriptor and Contour-directional Feature, Y.-J. Xiong, Y. Wen, Patrick. S. P. Wang, Y. Lu*, in Proceedings of the International Conference on Document Analysis and Recognition, 2015, 91–95

发明专利

• CN116168841A，一种基于XGBoost的呼吸机仿真预测系统及其实现方法，第三发明人。

• CN114743692A，一种基于知识图谱的药物不良反应预测系统及其方法，第五发明人。

• CN117953214A，一种基于改进UCTransNet网络的舌像分割模型，第一发明人。

• CN221534777U，一种人体关节熏蒸理疗器，第七发明人。

• CN220125072U，一种人体关节疼痛理疗的按摩装置，第六发明人。

• CN117468390A，一种智能停车位地锁及系统，第一发明人。

• CN117253191A，一种基于DETR模型的安全帽佩戴检测方法，第一发明人。

• CN116796288A，一种面向工业文档的多模态信息提炼方法和系统，第五发明人。

• CN113538527A，一种高效轻量级光流估计方法，第三发明人。

• CN110298300A，一种检测车辆违章压线的方法，第六发明人。

科研项目

主持

• 国家自然科学基金青年项目，2021-2023，结题。
• 上海市青年科技英才扬帆计划项目，2019-2022，结题。
• 国家重点研发计划课题外协项目，2020-2022，结题。
• 上海市数据智能技术及其应用协同创新中心开放课题，2021-2022，结题。
• 上海市多维度信息处理重点实验室开放课题，2020-2021，结题。
• 上海高校青年教师培养资助计划项目，2020-2021，结题。
• 上海工程技术大学科研启动项目，2019-2020，结题。
• 企事业单位横向项目（电网人工智能），2023-2025，在研。
• 企事业单位横向项目（震后信号分析），2023-2024，结题。
• 企事业单位横向项目（电网知识图谱），2022-2023，结题。
• 企事业单位横向项目（地理数据采集），2021-2022，结题。
• 企事业单位横向项目（医疗文本处理），2020-2021，结题。

参与

• 科技创新2030—“新一代人工智能”重大项目，2020-2023，结题。
• 上海市科技创新行动计划技术标准项目，2021-2024，结题。
• 国家自然科学基金面上项目，2018-2021，结题。
• 上海市科技创新行动计划重点项目，2018-2020，结题。
• 企事业单位横向项目（医疗图像分析），2021-2022，结题。

教学指导

主授课程

• 编译原理（计算机专业本科生课程）

• 大数据基础平台（大数据专业本科生课程）

• 玩转多媒体（本科生公选课程）

• 计算机视觉（学术型研究生课程）

教学项目

• 《大数据基础平台》校级课程建设，上海工程技术大学，2022-2023。

• 研究型课程及学科专业开发项目，华东师范大学高级管理者发展与培训中心，2019-2020。

竞赛指导

本科生

• 上海工程技术大学优秀本科毕业设计（刘思齐），指导教师，2023。

• 上海市大学生计算机应用能力大赛三等奖，指导教师，2021。

• 上海市大学生计算机应用能力大赛三等奖，指导教师，2020。

研究生

• 第七届上海市研究生智慧城市创意设计大赛暨第五届长三角研究生智慧城市创意设计大赛一等奖，指导教师，2025。

• 研究生国家奖学金（张家辰），指导教师，2025。

• 研究生国家奖学金（陈演叙），指导教师，2024。

• 研究生国家奖学金（张博），指导教师，2024。

• 研究生国家奖学金（任建新），指导教师，2022。

• 中国研究生数学建模竞赛全国二等奖，指导教师，2022。

• 中国研究生数学建模竞赛全国三等奖，指导教师，2022。

• 中国研究生数学建模竞赛全国二等奖，指导教师，2021。

• 中国研究生数学建模竞赛全国三等奖，指导教师，2021。

• 中国研究生电子设计竞赛上海地区三等奖，指导教师，2021。

• 中国研究生电子设计竞赛上海地区三等奖，指导教师，2021。

• 中国研究生电子设计竞赛上海地区二等奖，指导教师，2020。

• 中国研究生电子设计竞赛上海地区三等奖，指导教师，2019。

学生培养

在读学生

• 高亨璟 (2025 - 至今)

• 王祥伟 (2025 - 至今)

• 王婧雯 (2025 - 至今)

• 严桢炜 (2025 - 至今)

• 邬雨航 (2024 - 至今)

• 高静成 (2024 - 至今)

• 张涵甲 (2024 - 至今)

• 季展鹏 (2024 - 至今)

• 张家辰 (2023 - 至今)

• 陈佳伟 (2023 - 至今)

• 朱栋海 (2023 - 至今)

• 周正 (2023 - 至今)

• 徐燕 (2023 - 至今)

• 戴旻 (2022 - 至今)

毕业学生

• 程嵩阳，2019-2022，毕业去向：深圳联影医疗科技有限公司。

• 张俊青，2019-2022，毕业去向：上海集成电路研发中心有限公司。

• 陈瑶，2019-2022，毕业去向：涌现（南京）芯片科技有限公司。

• 姚瑶，2020-2023，毕业去向：交通银行股份有限公司上海市分行。

• 任建新，2020-2023，升学去向：东华大学（攻读博士学位）。

• 杨瑾，2020-2023，毕业去向：上海儒竞智控技术有限公司。

• 冷冠男，2021 - 2024，升学去向：杭州电子科技大学（攻读博士学位）。

• 江灏，2021 - 2024，毕业去向：公务员。

• 张国威，2021 - 2024，毕业去向：齐鲁银行济南分行。

• 李敬，2020 - 2024，毕业去向：中国铁塔股份有限公司。

• 陈演叙，2022-2025，毕业去向：中国铁塔股份有限公司湖北省分公司。

• 戴宇凡，2022-2025，毕业去向：中国激光杂志社。

• 张博，2022-2025，毕业去向：中移铁通安徽分公司。

招生

• 每年招收硕士研究生共3-5名。专业背景没有严格限制，真诚是基本要求，执行力强，有提问和coding的习惯是加分项。欢迎感兴趣的同学提前联系我，希望大家都能在研究生期间做一些有意思的事情！

• 如果不好意思，可以与我的学生联系。

• 此外，对于有继续深造想法的本科生/研究生同学，欢迎来找我聊聊天，也许会给你带来一些帮助。