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孙华
2017-06-14 17:17  

孙华

       

副教授、硕士生导师

研究领域:人工智能、网络与信息安全

办公室&实验室:新疆大学友好校区第二教学楼404

电子邮件:sunhua@xju.edu.cn

联系电话:13319832234

教育背景

1.2007/9–2011/3,华东理工大学,计算机应用,博士

2.2002/9–2005/7,新疆大学,计算机应用,硕士

3.1996/9–2000/7,新疆工学院,软件专业,学士

工作简历

1.2011/11-至今,新疆大学,软件学院

2.2002/9-2011/10,新疆大学,信息科学与工程学院

3.2000/7-2002/8,新疆工学院,计算机系

学术成果

u主持项目

1.国家自然科学基金,52664001,基于不确定性量化的深地油气储层参数精准预测研究,2027/01-2030/12,33万元,主持

2.国家自然科学基金,52674024,多源井震数据协同下的深层油气储层预测智能体构建研究,2027/01-2030/12,51万元,参与

3.新疆维吾尔自治区科技厅项目,2025D01C53,新疆复杂油气藏多源异构数据融合方法及智能决策关键技术研究,2026/01-2028/12,主持

4.新疆维吾尔自治区科协决策咨询重大项目,XJKX-JCZXXM-2025001,基于算力数据协同赋能的产学研用深度融合与产业创新生态体系构建研究,2025/08-2026/01,参与

5.国家自然科学基金项目,61262088,云计算环境下应用数据层节能计算研究,2013/01-2016/12,51万元,结题,参与

6.国家自然科学基金项目,200065358,自主贡献机会网络环境下节点协同机制研究,2013/01-2016/12,43万元,结题,参与。

7.新疆维吾尔自治区科技厅项目,2015211C263,云环境下多副本数据管理关键技术的研究,2015/01-2017/12, 结题,主持

8.新疆大学博士启动基金项目,BS120134,分布式环境下数据可信性建模与应用研究,2013/04-2015/03,结题,主持

9.新疆维吾尔自治区教育厅项目,XJEDU2013S08,基于云的可信服务选择关键技术的研究,2013/08-2015/07,结题,主持


u期刊论文

1.YuJie Xiong,Hua Sun, JiYan Zhang,HaiYang Fan,JiaQi Zhang. StarNet++: A hybrid architecture of wavelet convolution and dynamic spatial position encoder [C]. 2025 International Conference on Virtual Reality and Visualization, 2025: 1034-1039.

2.Wu Pingxiang, Hua Sun. FSU-YOLO: Tiny Object Detection for UAV with Frequency-Spatial Domain Fusion [C]. Knowledge Science, Engineering and Management, 2026: 494-505.

3.Hua Sun, Zhang Zhenqi, Fan Haiyang, Zhang Linlin. FedRBP: A Federated Semi-Supervised Learning Framework Based on Collaboration with Bidirectional Awareness and Adaptive Debiasing [C]. International Conference on Parallel and Distributed Systems, 2025.

4.Chen Renjie, Hua Sun, Wu Pingxiang. VIF-YOLO: Visible-Infrared Fusion YOLO for Remote Sensing Small Object Detection [C]. International Conference on Parallel and Distributed Systems, 2025: 1788-1795.

5.You Libin, Hua Sun, Chen Yang. AMFDiff: Adaptive multi-scale fusion diffusion model for image super-resolution [J]. SIGNAL PROCESSING IMAGE COMMUNICATION, 2026, 147: 117619. DOI:10.1016/j.image.2026.117619

6.Chen Renjie, Hua Sun, Fan Haiyang, Wu Pingxiang, Zhang Zhenqi, Chen Yang. SOO-YOLO: an efficient small object detection model for UAV images [J]. The Journal of Networks, Software Tools and Applications, 2026, 29 (2): 83.

7.孙华,陈阳, 游李滨, 钱育蓉, 赵楷, 周艳. 油气数据质量治理:框架体系构建与实施路径研究 [C]. 2025 中国国际油气勘探技术年会论文集,2025: 545-557.

8.Fan Haiyang, Hua Sun, Zhang Jiyan, Xiong Yujie, Zhang Jiaqi, Zhang Zhenqi. Research on Differential Privacy in Personalized Heterogeneous Federated Learning Based on Fisher Information Matrix [C]. ICIC 2025, 2025: 387-399.

9.Zhang Jiyan, Hua Sun, Fan Haiyang, Xiong Yujie, Zhang Jiaqi. Design of a Novel Conditional Noise Predictor for Image Super-Resolution Reconstruction Based on DDPM [J]. Journal of Imaging, 2025, 11 (5). DOI:10.3390/jimaging110500

10.Zhang Jiaqi, Hua Sun, Yuan Tong. A Search Based Domain Adaptation Network for Fault Diagnosis of Rotating Machinery Under Cross Operating Conditions [J]. IEEE Access, 2025: 57650-57661. DOI:10.1109/ACCESS.2025.3498762

11.Hua Sun. Optimization of Deep Learning Algorithms for Image Segmentation in High-Dimensional Data Environments [J]. Traitement du Signal, 2023, 40 (4):1621-1628.

12.Hua Sun. OPTIMIZING MANUFACTURING SCHEDULING WITH GENETIC ALGORITHM AND LSTM NEURAL NETWORKS [J]. International Journal of Simulation Modelling, 2023, 22 (3): 508-519. DOI:10.2507/IJSIMM22-3-648

13.尚迪雅,孙华, 洪振厚,曾庆亮。基于无梯度进化的神经架构搜索算法研究综述 [J]. 计算机工程,2020.

14.Shang Diya, Hua Sun, Zeng Qingliang. A Reinforcement-Algorithm Framework for Automatic Model Selection [C]. ESMA 2019, 2020: 440 (2).

15.曾庆亮,南方哲,尚迪雅,孙华. 基于 ResNeXt 和 WGAN 网络的单图像超分辨率重建 [J]. 计算机应用研究,2020, 37 (12).

16.Ding Pan, Hua Sun, Xiong Chuping, Li Yao. Accurate Positioning of License Plate in Video Stream Based on Concatenated Convolutional Neural Network [J]. Review of Computer Engineering Studies, 2019, 6 (2): 44-49.

17.Xiong Chuping, Hua Sun, Ding Pan, Li Yao. A Personalized Collaborative Filtering Recommendation Algorithm Based on Linear Regression [J]. Mathematical Modeling of Engineering Problems, 2019, 6 (3): 363-368.

18.Luo Shiqi, Tian Shengwei, Yu Long, Jiong Yu, Hua Sun. Android malicious code Classification using Deep Belief Network [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2018, 12 (1): 454-475. DOI:10.3404/j.issn.1976-0780.2018.01.021

19.田笑妍,孙华. 基于 Android 平台的 GTD 时间管理应用设计与开发 [J]. 长春理工大学学报 (自然科学版), 2018, 41 (2): 139-142.

20.罗世奇,田生伟,孙华, 禹龙。深度信念网络的恶意代码分类策略研究 [J]. 小型微型计算机系统,2017, 38 (11): 2465-2470.

21.罗世奇,田生伟,禹龙,于炯,孙华. 基于纹理指纹与活动向量空间的 Android 恶意代码检测 [J]. 计算机应用,2017: 1058-1063.

22.罗世奇,田生伟,孙华, 禹龙。栈式自编码的恶意代码分类算法研究 [J]. 计算机应用研究,2017: 261-265.

23.杨德先,孙华, 于炯,国冰磊。一种基于 MBRC 值的关系型数据库负载能耗预测模型 [J]. 计算机科学,2017: 161-166.

24.钱育蓉,于炯,卞琛,英昌甜,孙华. 云环境下能耗感知的虚拟机动态迁移策略研究 [J]. 微电子学与计算机,2015, 32 (9):138-143.

25.Hua Sun, Jiong Yu, Zhang Zhenyu, Jiang Hong. Computational model based on the reputation incentive and punishment mechanism in P2P environments [J]. COMPUTER MODELLING & NEW TECHNOLOGIES,2014, 18 (12C):1068-1073.

26.于炯,廖彬,张陶,孙华, 国冰磊,杨兴耀。云存储系统节能研究综述 [J]. 计算机科学与探索,2014, 8 (9): 1025-1040. DOI:10.3778/j.issn.1673-9418.1308034

27.Hua Sun, Jiong Yu, Zhang Zhenyu, Li Li, Liao Bin. Evaluation of Trustworthiness based on Fuzzy Set Theory [J]. International Journal of Future Generation Communication and Networking,2014,7 (2):89-102.

28.钱育蓉, 于炯, 王卫源, 孙华, 廖彬, 杨兴耀. 云计算环境下软硬件节能和负载均衡策略 [J]. 计算机应用,2013, 33 (12): 3326-3330. DOI:10.11772/j.issn.1001-9081.2013.12.3326

29.Hua Sun, Jiong Yu, Li Li, Ying Changtian, Liao Bin. A Reputation Storage Based on Secret Sharing in P2P Networks [J]. Information Technology Journal, 2013,12 (17):3976-3980.

30.孙华, 于炯, 廖彬, 杨兴耀. P2P下基于 RSA 密码机制和门限秘密共享的信誉管理方案 [J]. 微电子学与计算机,2013, 30 (9):98-101.

31.廖彬, 于炯, 孙华, 年梅. 基于存储结构重配置的分布式存储系统节能算法 [J]. 计算机研究与发展,2013, 50 (1): 3-18. DOI:10.7544/issn1000-1239.2013.00003

32.Hua Sun, Jiong Yu, Liao Bin, Xing-yao Yang. Verifiable Storage Structure for Reputation in P2P Networks [J]. INFORMATION: An International Interdisciplinary Journal, 2012, 15 (11B): 4953-4958.

33.Liao Bin, Jiong Yu, Hua Sun, Nian Mei. A QoS-aware Dynamic Data Replica Deletion Strategy for Distributed Storage Systems under Cloud Computing Environments [C]. 2012 Seventh ChinaGrid Annual Conference, 2012: 219-225. DOI:10.1109/ChinaGrid.2012.38

34.Hua Sun, Li Li, Wenzhong Yang, Qian Yurong. Propagation model of reputation in P2P networks [C]. Communications in Computer and Information Science, 2012, 288: 368-377. DOI:10.1007/978-3-642-34289-9_42

35.Hua Sun, Li Li. A trustable approach based on fuzzy inference for P2P systems [J]. Advanced Material Research, 2012,121-126:3914-3918. DOI:10.4028/[www.scientific.net/AMR.121](https://www.scientific.net/AMR.121)-126.3914

36.Hua Sun, Huiqun Yu, Li Li, Nianhua Yang. Local storage structure of reputation information in P2P networks [J]. ADVANCED SCIENCE LETTERS, 2012,7:463-467. DOI:10.1166/asl.2012.2272

37.Nianhua Yang, Huiqun Yu, Hua Sun. Modelling UML sequence diagrams with aspect-oriented extended petri nets [J]. International Journal of Computer Applications in Technology, 2012,45 (1):57-65. DOI:10.1504/IJCAT.2012.044737

38.Nianhua Yang, Huiqun Yu, Hua Sun, Zhilin Qian. Modeling activity diagrams with extended Petri nets [J]. Intelligent Automation and Soft Computing, 2011,17 (5):557-567. DOI:10.1080/10798531.2011.10643174

39.Nianhua Yang, Huiqun Yu, Hua Sun, Zhilin Qian. Modeling and quantitatively predicting software security based on stochastic Petri nets [J]. Mathematical and Computer Modelling, 2012,55 (1-2):102-112. DOI:10.1016/j.mcm.2011.07.022

40.Hua Sun, Huiqun Yu, Nianhua Yang, Li Li. Expression and evaluation of reputation based on fuzzy set theory [J]. Journal of Information and Computational Science, 2011,8 (1):129-138.

41.Hua Sun, Huiqun Yu, Nianhua Yang, Li Li. Verifiable Reputation Management Scheme Based on RSA Threshold Secret Sharing in P2P Networks [J]. Journal of Computational Information Systems, 2011,7 (8):2770-2778.

42.孙华,虞慧群,杨年华。基于 P2P 的无需第三方验证的本地信誉存储管理 [J]. 电子学报,2011,39 (3A):104-109.

43.Nianhua Yang, Huiqun Yu, Hua Sun, Zhilin Qian. Scheduling Real-Time Embedded Systems Based on TCPNIA [J]. Journal of Software, 2011,6 (3):340-348. DOI:10.4304/jsw.6.3.340-348

44.杨年华,虞慧群,孙华。带抑制弧的时延着色 Petri 网模型检测技术 [J]. 计算机科学,2011,38 (1):170-176.

45.Hua Sun, Huiqun Yu. A propagation model of reputation query request [C]. 2010 the 2nd IEEE International Conference on Information Management and Engineering, Chengdu, China, 2011:539-543. DOI:10.1109/ICIME.2010.5478113

46.Hua Sun, Huiqun Yu, Nianhua Yang, Li Li. Analysis of the performance of reputation query in different frameworks [C]. 2010 the 3rd IEEE International Conference on Computer Science and Information Technology, Chengdu, China, 2010:436-440. DOI:10.1109/ICCSIT.2010.5563818

47.Hua Sun, Huiqun Yu, Nianhua Yang, Li Li. An anti-cheat reputation storage scheme based on RSA threshold secret sharing and one-way function in P2P networks [C]. 2011 International Conference on Computer, Electrical, and Systems Sciences, and Engineering, Wuhan, China, 2011:485-491.

48.孙华,虞慧群,杨年华。基于 P2P 的无需第三方验证的本地信誉存储管理 [C]. 2010年全国软件与应用学术会议,苏州,中国,2010:13-22.

49.Nianhua Yang, Huiqun Yu, Hua Sun, Zhilin Qian. Modeling UML sequence diagrams using extended Petri nets [C]. Proceedings of the International Conference on Information Science and Applications (ICISA 2010), Seoul, Korea, 2010:596-603. DOI:10.1109/ICISA.2010.5488118

50.Nianhua Yang, Huiqun Yu, Hua Sun, Zhilin Qian. Mapping UML activity diagrams to analyzable Petri net models [C]. Proceedings of the 10th International Conference on Quality Software (QSIC 2010), Zhangjiajie, China, 2010:369-372. DOI:10.1109/QSIC.2010.5533914

51.Nianhua Yang, Huiqun Yu, Hua Sun, Zhilin Qian. Modeling UML Activity Diagrams with Aspect Oriented Data Concerned Petri Nets [C]. Proceedings of the fourth Conference on Dependable Computing (CDC 2010), Yichang, Hubei, China, 2010: 313-318.

52.孙华,虞慧群,杨年华。一个 P2P 环境下的综合信誉计算模型 [J]. 华东理工大学学报,2010,36 (6):801-806.

53.Nianhua Yang, Huiqun Yu, Hua Sun, Zhilin Qian. Quantifying software security based on stochastic Petri nets [J]. Journal of Computational Information Systems, 2010,6 (9):3049-3056.

54.Li Li, Hua Sun. The research and design of honeypot system applied in the LAN security [C]. 2011 IEEE 2nd International Conference on Software Engineering and Service Science, ICSESS 2011, Beijing, China, 2011: 360-363. DOI:10.1109/ICSESS.2011.5933972


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