快速通道
2022052601

吴中海

  • 博士 教授
  • ok138太阳集团官网ok138太阳集团官网
    院长
  • Email: wuzh@ss.pku.edu.cn
个人简介
 

ok138太阳集团官网教授、博士生导师，ok138太阳集团官网ok138太阳集团官网院长、大数据技术研究室主任。现任教育部高等学校软件工程专业教指委副主任，曾任中国计算机学会理事、嵌入式系统专委会主任。主要研究方向：大数据机器学习、软件与系统安全、区块链与隐私计算、工业物联与智能等。主持国家自然科学基金、国家重点研发、国家863等10多个国家科技计划项目/课题，以及20多个地方或产学合作研究项目。发表学术论文160余篇，授权发明专利30多项，登记软件著作权10多项。主持研制多个大型软件系统并成功实现科技成果转化和应用推广。1990年本科毕业于浙江大学计算机系，1997年获计算机专业工学博士学位。1997年至1999年在ok138太阳集团官网做博士后研究，出站后留校任教。

个人简历
 

  • 1986.09-1997.02

    浙江大学计算机系，学士、硕士、博士

  • 1997.04-2002.08

    ok138太阳集团官网计算机科学技术研究所，博士后、副教授

  • 2002.09-2006.04

    ok138太阳集团官网ok138太阳集团官网，副教授、教授、院长助理

  • 2006.05-2015.10

    ok138太阳集团官网ok138太阳集团官网，教授、副院长

  • 2015.10-2019.05

    ok138太阳集团官网ok138太阳集团官网，教授、常务副院长

  • 2019.06-

    ok138太阳集团官网ok138太阳集团官网，教授、院长

主讲课程
 
  1. 《学术规范和科研方法与训练》
  2. 《数据、智能与安全》
  3. 《研究与开发管理》
研究方向
 
  1. 大数据机器学习
  2. 软件与系统安全
  3. 区块链与隐私计算
  4. 工业物联与智能
科研项目
 

国家级课题

  1. 国家重点研发计划项目，基于区块链的卫生健康数据可信共享技术及示范应用，2022.11-2025.10
  2. 国家重点研发计划课题，知识融合关键技术研究，2019.12-2021.11
  3. 国家自然科学基金重点项目，云存储的隐私保护与安全保障机制， 2013.1-2017.12
  4.  国家863计划课题，云安全的可信服务及在教育云的示范验证，2015.1-2018.6
  5. 国家科技支撑计划课题，移动互联网与宽带网融合技术研究与应用示范，2012.1-2015.6
  6.  国家科技支撑计划课题，新媒体资源编解码关键技术研究及原型系统， 2012.1-2014.12
  7. 国家科技支撑计划课题，新型网络终端操作系统社区版本，2011.1-2013.12
  8.  丹麦科技创新部重点项目，Services in Context， 2010.1-2013.12
  9. 国家科技重大专项课题，国产操作系统参考实现之7，2009.1-2011.12
  10.  国家自然科学基金面上项目，基于互联网协同实时编辑的自动化测试技术， 2010.1-2012.12
  11. 国家科技支撑计划课题，国产基础软件平台体系之14，2005.1-2007.12
  12.  国家863计划课题，电视台数字化系统，1999.1-2001.12
  13. 国家自然科学基金面上项目，高效智能推理新机制研究，1990.1-1992.12 

省部级及产学研课题

  1. 联想技术研究院合作，SGX容器应用技术研发，2022-2023
  2. 华为技术合作，软件开发云，2019-2020
  3. 腾讯科技合作，腾讯协同创新实验室，2017-2020
  4.  看准网合作，人力资源大数据实验室， 2015-2018
  5. 台达电子合作，Android移动终端安全加固技术，2015-2018
  6.  深圳市科技攻关计划重点，大数据平台信息安全关键技术研发，2014-2016
  7. 教育部博士点基金，基于自动机的情境感知服务主动提供方法研究，2013-2015
  8.  山东神思合作，Android智能警务终端安全加固技术研发，2014-2015
  9. 教育部信息化专项，学分银行系统研制，2008-2010
  10.  顺义区政府委托，大学生心理测评系统，2009-2010
  11. 北京市文化创意产业项目，对外汉语教学系列动画，2007-2009
  12.  微软亚洲研究院合作，P2P流媒体服务，2008-2009
  13. 微软亚洲研究院合作，儿童绘画中的人机交互技术，2007-2008
  14.  英特尔公司合作，数字家庭及网关，2006-2008
  15. 联想技术研究院开放课题，数字家庭版权保护技术，2005-2006 
发表论文
 

主要学术期刊论文

  1. Hongzhi Liu, Yao Zhu, Zhonghai Wu: Knowledge Graph-Based Behavior Denoising and Preference Learning for Sequential Recommendation[J]. IEEE TKDE. 36(6): 2490-2503 (2024)
  2. Yutao Xie, Jiayi Lin, Hande Dong, Lei Zhang, Zhonghai Wu: Survey of Code Search Based on Deep Learning[J]. ACM TOSEM. 33(2): 54:1-54:4 (2024)
  3. 李聪，梁俊凯，丁煜甲，沈晴霓，吴中海: 基于SM9的分层标识广播内积函数加密[J] 中国科学: 信息科学 (2024)
  4. Cong Li, Xinyu Feng, Qingni Shen, Zhonghai Wu: On the Security of Secure Keyword Search and Data Sharing Mechanism for Cloud Computing[J]. IEEE TDSC. https://doi.org/10.1109/TDSC.2023.3346795
  5. Chuntao Dong, Qingni Shen, Xuhua Ding, Daoqing Yu, Wu Luo, Pengfei Wu, Zhonghai Wu：T-Counter: Trustworthy and Efficient CPU Resource Measurement using SGX in the Cloud[J]. IEEE TDSC. 20(1):867-885 (2023)
  6. Hongzhi Liu, Yingpeng Du, Zhonghai Wu: Generalized Ambiguity Decomposition for Ranking Ensemble Learning [J]. JMLR. 23(88):1-36 (2022)
  7. Hongzhi Liu, Jie Luo, Ying Li, Zhonghai Wu: Iterative Compilation Optimization Based on Metric Learning and Collaborative Filtering[J]. ACM TACO. 19(1): 2:1-2:25 (2022)
  8. Pengfei Wu, Robert H. Deng, Qingni Shen, Ximeng Liu, Qi Li, Zhonghai Wu: ObliComm: Towards Building an Efficient Oblivious Communication System[J]. IEEE TDSC. 18(5): 2331-2348 (2021)
  9. 张齐勋，吴一凡，杨勇，贾统，李影，吴中海. 微服务系统服务依赖发现技术综述[J]，软件学报，35(1):118-135 (2024)
  10. Yingpeng Du, Hongzhi Liu, Yang Song, Zekai Wang, Zhonghai Wu: Sequential ensemble learning for next item recommendation[J]. Knowledge-Based Systems. 277,110809:1-11 (2023)
  11. Cong Li, Qingni Shen, Zhikang Xie, Jisheng Dong, Xinyu Feng, Yuejian Fang, Zhonghai Wu: Hierarchical and Non-monotonic Key-policy Attribute-based Encryption and Its Application[J]. Information Sciences. 611: 591-627 (2022)
  12. Sixing Wu, Ying Li, Dawei Zhang, Zhonghai Wu: Generating Rational Commonsense Knowledge-Aware Dialogue Responses with Channel-Aware Knowledge Fusing Network[J]. IEEE TASLP. 30: 3230-3239 (2022)
  13. Wensheng Xia, Ying Li, Lan Zhang, Zhonghai Wu, Xiaoyong Yuan: Cascade Vertical Federated Learning Towards Straggler Mitigation and Label Privacy over Distributed Lab, IEEE TBD. https://doi.org/10.1109/TBDATA.2022. 3231277
  14. 钱文君，沈晴霓，吴鹏飞，董春涛，吴中海. 大数据计算环境下的隐私保护技术研究进展[J]，计算机学报, 45(4): 669-701 (2022)
  15. Cong Li, Qingni Shen, Zhikang Xie, Xinyu Feng, Yuejian Fang, Zhonghai Wu: Large Universe CCA2 CP-ABE with Equality and Validity Test in the Standard Model[J]. Computer Journal. 64(4): 509-533 (2021)
  16. 董春涛，沈晴霓，罗武，吴鹏飞，吴中海. SGX应用支持技术研究进展[J]，软件学报，32(1):137-166 (2021)
  17. 罗武，沈晴霓，吴中海，吴鹏飞，董春涛，夏玉堂. 浏览器同源策略安全研究综述[J], 软件学报，32(8):2469-2504 (2021)
  18. 贾统，李影，张齐勋，吴中海. 基于程序层次树的日志打印位置决策方法[J]，软件学报，32(9): 2713-2728 (2021)
  19. 罗杨，沈晴霓，吴中海. 一种基于元模型的访问控制策略描述语言[J], 软件学报， 31(2):439-454 (2020)
  20. 贾统，李影，吴中海. 基于日志数据的分布式软件系统故障诊断技术综述[J]，软件学报，31(7): 1997-2018 (2020)
  21. 杨勇, 李影, 吴中海. 分布式追踪技术综述[J]，软件学报，31(7): 2019-2039 (2020)
  22. 杨洪章, 杨雅辉, 屠要峰, 孙广宇, 吴中海. 基于“采集-预测-迁移-反馈”机制的主动容错技术[J]. 计算机研究与发展, 57(2):306-317 (2020)
  23. Hongzhi Liu, Yingpeng Du, Zhonghai Wu: AEM: Attentional Ensemble Model for Personalized Classifier Weight Learning[J]. Pattern Recognition. 96,106976: 1-8 (2019)
  24. Hongzhi Liu, Zhengshen Jiang, Yang Song, Tao Zhang, Zhonghai Wu: User Preference Modeling Based on Meta Paths and Diversity Regularization in Heterogeneous Information Networks[J]. Knowledge-Based Systems. 181, 104784: 1-10 (2019)
  25. Chang Guo, Ying Li, Hongzhi Liu, Zhonghai Wu: An application-oriented Cache Allocation and Prefetching Method for Long-running Applications in Distributed Storage Systems[J]. Chinese Journal of Electronics. 28(4):773-780 (2019)
  26. 姜正申，刘宏志，付彬，吴中海. 集成学习的泛化误差和AUC分解理论及其在权重优化中的应用[J]. 计算机学报，42(1):1-15 (2019)
  27. Hongzhi Liu, Zhonghai Wu, Xing Zhang: CPLR: Collaborative Pairwise Learning to Rank for Personalized Recommendation[J]. Knowledge-Based Systems. 148: 31-40 (2018)
  28. Tong Mo, Rong Zhang, Weiping Li, Jingbo Zhang, Zhonghai Wu, Wei Tan:An Influence-based Fast Preceding Questionnaire Model for Elderly Assessments[J]. Intelligent Data Analalysis. 22(2): 407-437 (2018)
  29. Hongyan Tang, Ying Li, Tong Jia, Xiaoyong Yuan, Zhonghai Wu:Analysis of Frequently Failing Tasks and Rescheduling Strategy in the Cloud System[J]. IJDST. 9(1): 16-38 (2018)
  30. 罗杨，沈晴霓，吴中海. 一种新的访问控制策略描述语言及其权限划分方法[J]，计算机学报, 41(6): 1189-1206 (2018)
  31. 吴鹏飞，沈晴霓，秦嘉，钱文君，李聪，吴中海. 不经意随机访问机研究综述[J]，软件学报, 29(9): 2753-2777 (2018)
  32. Cong Li, Yuejian Fang, Xing Zhang, Cancan Jin, Qingni Shen, Zhonghai Wu: A Practical Construction for Large Universe Hierarchical Attribute-Based Encryption[J]. Concurrency and Computation: Practice and Experience CCPE: 1-10 (2016)
  33. Yuan Xiaoyong, Tang Hongyan, Li Ying, Jia Tong, Liu Tiancheng, Wu Zhonghai: A Competitive Penalty Model for Availability based Cloud SLA[J]. Services Transactions on Cloud Computing, 4(1) (2016)
  34. 李伟平, 王武生, 莫同, 张志超, 褚伟杰, 吴中海: 情境计算研究综述[J]. 计算机研究与发展, 52(2):542-552. (2015)
  35. 罗杨, 张齐勋, 沈晴霓, 刘宏志, 吴中海: 多层次的Android系统权限控制方法, 软件学报, 26(Suppl.2):263-271 (2015)
  36. 张星, 文子龙, 沈晴霓, 方跃坚, 吴中海: 可追责并解决密钥托管问题的属性基加密方案[J]. 计算机研究与发展, 52(10): 2293-2303 (2015)
  37. 王洋, 刘宏志, 吴中海: 基于非线性滤波和纹理传输的图像风格化[J]. 计算机辅助设计与图形学学报, 27(7):1255-1262 (2015)
  38. 杨雅辉, 黄海珍, 沈晴霓, 吴中海，张英：基于增量式GHSOM神经网络模型的入侵检测研究[J], 计算机学报，37(05):1216-1224 (2014)
  39. 沈晴霓, 卿斯汉, 吴中海, 张力哲, 杨雅辉: 基于动态域划分的MapReduce安全冗余调度策略[J]. 通信学报, 35(1):34-46 (2014)
  40. 王洋, 刘宏志, 吴中海: 纸质草稿图的半自动线稿生成算法. 计算机辅助设计与图形学学报, 26(3):418-428 (2014)
  41. Hongzhi Liu, Zhonghai Wu, Xing Zhang, D. Frank Hsu: A Skeleton Pruning Algorithm based on Information Fusion[J]. Pattern Recognition Letters. 34(10): 1138-1145 (2013)
  42. 方跃坚, 于枝强, 翟磊, 吴中海: 一种混合并行XML解析方法[J], 软件学报, 24(6): 1196-1206 (2013)
  43. 方跃坚，沈晴霓，吴中海: 一种超椭圆曲线处理器并行结构设计[J]. 计算机研究与发展，50(11):2383-2388 (2013)
  44. Hongzhi Liu, Zhonghai Wu, D. Frank Hsu, Bradley S. Peterson, Dongrong Xu: On the generation and pruning of skeletons using generalized Voronoi diagrams[J]. Pattern Recognition Letters, 33(16): 2113–2119 (2012)
  45. 吴中海, 周兴社, 林金龙, 刘宏志: 嵌入式系统的研究进展与趋势. 2011年度中国计算机科学技术年度报告A卷, 173-193 (2012)
  46. 莫同, 褚伟杰, 李伟平, 吴中海, 林慧苹: 基于情境感知事件的主动服务发现方法[J]. 软件学报, 22(zk2):41-51 (2011)
  47. 莫同, 李伟平, 吴中海, 褚伟杰: 一种情境感知服务系统框架[J]. 计算机学报, 33(11):2084-2092 (2010)
  48. 刘宏志, 吴中海, 李超, 王洋: 一种基于三维骨架化的人体姿势估计方法[J]. 软件学报，21(zk):158-164 (2010)
  49. 吴中海，叶澄清，潘云鹤: 合一和回溯智能加速部件的设计与实现[J], 计算机学报，20(2):111-117 (1997)
  50. 吴中海，张行功，叶澄清，潘云鹤: 一个适合于特征计算的多边形逼近算法，计算机学报，20(12): 1129-1132 (1997)
  51. 吴中海，叶澄清，潘云鹤: 智能推理新机制的研究与实现[J]. 计算机研究与发展，34(suppl):5-10 (1997)
  52. 吴中海，叶澄清: 高效逻辑语言实现方法[J], 计算机学报, 19(9):649-655 (1996)
  53. 吴中海，叶澄清: SPP并行I/O处理机的设计与实现，计算机研究与发展33(12): 905-909 (1996)

国际学术会议论文

  1. Luyuan Xie, Cong Li, Xin Zhang, Shengfang Zhai, Yuejian Fang, Qingni Shen, Zhonghai Wu: MH-pFLID: Model Heterogeneous personalized Federated Learning via Injection and Distillation for Medical Data Analysis[C]. ACM ICML 2024
  2. Wu Luo , Xuhua Ding, Pengfei Wu, Xiaolei Zhang, Qingni Shen and Zhonghai Wu：ScriptChecker: To Tame Third-party Script Execution with Task Capabilities[C]. NDSS 2022
  3. Ye Tao, Ying Li, Su Zhang, Zhirong Hou, Zhonghai Wu: Revisiting Graph based Social Recommendation: A Distillation Enhanced Social Graph Network[C]. ACM WWW 2022: 2830-2838
  4. Tong Jia, Ying Li, Yong Yang, Gang Huang, Zhonghai Wu: Augmenting Log-based Anomaly Detection Models to Reduce False Anomalies with Human Feedback[C]. ACM KDD 2022: 3081-3089
  5. Sixing Wu, Ying Li, Dawei Zhang, Zhonghai Wu: KSAM: Infusing Multi-Source Knowledge into Dialogue Generation via Knowledge Source Aware Multi-Head Decoding[C]. ACL 2022: 353-363
  6. Yao Zhu, Hongzhi Liu, Yingpeng Du, Zhonghai Wu: IFSpard: An Information Fusion-based Framework for Spam Review Detection[C]. ACM WWW 2021: 507-517
  7. Sixing Wu, Minghui Wang, Dawei Zhang, Yang Zhou, Ying Li, Zhonghai Wu: Knowledge-Aware Dialogue Generation via Hierarchical Infobox Accessing and Infobox-Dialogue Interaction Graph Network[C]. IJCAI 2021: 3964-3970
  8. Yao Zhu, Hongzhi Liu, Zhonghai Wu, Yingpeng Du: Relation-Aware Neighborhood Matching Model for Entity Alignment[C]. AAAI 2021: 4749-4756
  9. Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou, Zhonghai Wu: TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact[C]. IJCAI 2020: 3766-3772
  10. Sixing Wu, Ying Li, Dawei Zhang, Yang Zhou, Zhonghai Wu: Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge Awareness[C]. ACL 2020: 5811-5820
  11. Zekai Wang, Hongzhi Liu, Yingpeng Du, Zhonghai Wu, Xing Zhang: Unified Embedding Model over Heterogeneous Information Network for Personalized Recommendation[C]. IJCAI 2019: 3813-3819
  12. Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu: Generalized Ambiguity Decompositions for Classification with Applications in Active Learning and Unsupervised Ensemble Pruning[C]. AAAI 2017: 2073-2079
  13. Pengfei Sun, Qingni Shen, Ying Chen, Zhonghai Wu, Cong Zhang, Anbang Ruan, Liang Gu: Poster: LBMS: load balancing based on multilateral security in cloud[C]. ACM CCS 2011: 861-864
  14. Xinyu Feng, Qingni Shen, Cong Li, Jishen Dong, Yuejian Fang, Zhonghai Wu: HYPRE: Hybrid Proxy Re-encryption for Secure Multimedia Data Sharing on Mobile Devices[C]. IEEE ICME 2024
  15. Luyuan Xie, Cong Li, Xin Zhang, Shengfang Zhai, Yuejian Fang, Qingni Shen, Zhonghai Wu: TRLS: A Time Series Representation Learning Framework via Spectrogram for Medical Signal Processing[C]. IEEE ICASSP 2024
  16. Tianqi Sun, Hongrui Guo, Zihan Zhang, Hongzhi Liu, Zhonghai Wu: Exploiting Multifaceted Nature of Items and Users for Session-based Recommendation[C]. SDM 2024
  17. Wenxuan Zhang, Hongzhi Liu, Yingpeng Du, Chen Zhu, Yang Song, Hengshu Zhu and Zhonghai Wu: Bridging the Information Gap Between Domain-Specific Model and General LLM for Personalized Recommendation[C]. ACM CIKM 2024.
  18. Luyuan Xie, Cong Li, Zirui Wang, Xin Zhang, Boyan Chen, Qingni Shen, Zhonghai Wu: SHISRCNet: Super-resolution And Classification Network for Low-resolution Breast Cancer Histopathology Image[C]. MICCAI 2023: 23-32.
  19. Xinyu Feng, Qingni Shen, Cong Li, Xuewei Wang, Niantao Xie, Luyuan Xie, Yuejian Fang, Zhonghai Wu: A Privacy Preserving Computer-aided Medical Diagnosis Framework with Outsourced Model[C]. IEEE BIBM 2023: 1080-1087
  20. Jiaxing Chen, Hongzhi Liu, Hongrui Guo, Yingpeng Du, Zekai Wang, Yang Song, Zhonghai Wu: Bilateral Sequential Hypergraph Convolution Network for Reciprocal Recommendation[C]. IEEE ICDM 2023: 974-979
  21. Jiaxing Chen, Hongzhi Liu, Yingpeng Du, Zekai Wang, Yang Song, Zhonghai Wu: Sequential Hypergraph Convolution Network for Next Item Recommendation[C]. DASFAA 2023:389-405
  22. Sixing Wu, Ping Xue, Ye Tao, Ying Li, Zhonghai Wu: Select, Extend, and Generate: Generative Knowledge Selection for Open-Domain Dialogue Response Generation[C]. DASFAA 2023:649-664.
  23. Yutang Xia,Yang Luo,Wu Luo, Qingni Shen,Yahui Yang, Zhonghai Wu: A Role Engineering Approach based on Spectral Clustering Analysis for RESTful Permissions in Cloud[C]. IEEE ICASSP 2023: 1-5
  24. Shengfang Zhai, Qingni Shen, Xiaoyi Chen, Weilong Wang, Cong Li, Yuejian Fang, Zhonghai Wu，NCL: Textual Backdoor Defense Using Noise-augmented Contrastive Learning[C]. IEEE ICASSP 2023
  25. Yujin Zhao, Ling Jiang, Ye Tao, Songlin Zhang, Changlong Wu, Yifan Wu, Tong Jia, Ying Li, Zhonghai Wu: How to Manage Change-Induced Incidents? Lessons from the Study of Incident Life Cycle[C]. IEEE ISSRE 2023: 264-274
  26. Yujin Zhao, Ling Jiang, Ye Tao, Songlin Zhang, Changlong Wu, Tong Jia, Xiaosong Huang, Ying Li, Zhonghai Wu: Identifying Root-Cause Changes for User-Reported Incidents in Online Service Systems[C]. IEEE ISSRE 2023: 287-297
  27. Xiaosong Huang, Yifan Wu, Hongyi Liu, Ying Li, Hao Yu, Dadi Guo, Zhonghai Wu：UDA-DP: Unsupervised Domain Adaptation for Software Defect Prediction[C]. IEEE SANER 2023: 308-318.
  28. Xiaoyi Chen, Yinpeng Dong, Zeyu Sun, Shengfang Zhai, Qingni Shen, Zhonghai Wu:Kallima: A Clean-Label Framework for Textual Backdoor Attacks[C]. ESORICS 2022: 447-466
  29. Xiaoyi Chen, Qingni Shen, Peng Cheng, Yongqiang Xiong and Zhonghai Wu: RuleCache: Accelerating Web Application Firewalls by On-line Learning Traffic Patterns[C]. IEEE ICWS 2022: 229-239
  30. Cong Li, Qingni Shen, Zhikang Xie, Jisheng Dong, Yuejian Fang, Zhonghai Wu: Efficient Identity-based Chameleon Hash For Mobile Devices[C]. IEEE ICASSP 2022: 3039-3043
  31. Yutang Xia, Shengfang Zhai, Qinting Wang, Huiting Hou, Zhonghai Wu, Qingni Shen: Automated Extraction of ABAC Policies from Natural-Language Documents in Healthcare Systems[C]. IEEE BIBM 2022: 1289-1296
  32. Wensheng Xia, Ying Li, Lan Zhang, Zhonghai Wu, Xiaoyong Yuan: Cascade Vertical Federated Learning[C]. IEEE ICME 2022: 1-6
  33. Sixing Wu, Minghui Wang, Ying Li, Dawei Zhang, Zhonghai Wu: Improving the Applicability of Knowledge-Enhanced Dialogue Generation Systems by Using Heterogeneous Knowledge from Multiple Sources[C]. ACM WSDM 2022: 1149-1157
  34. Sixing Wu, Ying Li, Ping Xue, Dawei Zhang, Zhonghai Wu: Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language Model[C]. COLING 2022: 521-531
  35. Yingpeng Du, Hongzhi Liu, Zhonghai Wu: M3-IB: A Memory-Augment Multi-modal Information Bottleneck Model for Next-Item Recommendation[C]. DASFAA 2022: 19-35
  36. Bin Fu, Hongzhi Liu, Hui Zhao, Yao Zhu, Yang Song, Tao Zhang, Zhonghai Wu: Market-Aware Dynamic Person-Job Fit with Hierarchical Reinforcement Learning[C]. DASFAA 2022: 697-705
  37. Wu Xin, Qingni Shen, Ke Feng, Yutang Xia, Zhonghai Wu, Zhenghao Lin:Personalized User Profiles-based Insider Threat Detection for Distributed File System[C]. TrustCom 2022: 1441-1446
  38. Xiaoyi Chen, Ahmed Salem, Dingfan Chen, Michael Backes, Shiqing Ma, Qingni Shen, Zhonghai Wu, Yang Zhang: BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements[C]. ACSAC 2021: 554-569
  39. Bin Fu, Hongzhi Liu, Yao Zhu, Yang Song, Tao Zhang, Zhonghai Wu: Beyond Matching: Modeling Two-Sided Multi-Behavioral Sequences for Dynamic Person-Job Fit[C]. DASFAA 2021: 359-375
  40. Sixing Wu, Ying Li, Minghui Wang, Dawei Zhang, Yang Zhou, Zhonghai Wu: More is Better: Enhancing Open-Domain Dialogue Generation via Multi-Source Heterogeneous Knowledge[C]. EMNLP 2021: 2286-2300
  41. Sixing Wu, Dawei Zhang, Ying Li, Zhonghai Wu: Multi Path Training Framework for Data-Driven Open-Domain Conversation System[C]. IEEE ICASSP 2021: 7393-7397
  42. Ye Tao, Ying Li, Zhonghai Wu: Temporal Link Prediction Via Reinforcement Learning[C]. IEEE ICASSP 2021: 3470-3474
  43. Ye Tao, Ying Li, Zhonghai Wu: Revisiting Graph Neural Networks for Node Classification in Heterogeneous Graphs[C]. IEEE ICME 2021: 1-6
  44. Yingpeng Du, Hongzhi Liu, Zhonghai Wu: Modeling Multi-factor and Multi-faceted Preferences over Sequential Networks for Next Item Recommendation[C]. ECML/PKDD 2021: 516-531
  45. Yao Zhu, Hongzhi Liu, Zhonghai Wu, Yang Song, Tao Zhang: Representation Learning with Ordered Relation Paths for Knowledge Graph Completion[C]. EMNLP 2019: 2662-2671
  46. Wu Luo, Qingni Shen, Yutang Xia, Zhonghai Wu: Container-IMA: A privacy-preserving Integrity Measurement Architecture for Containers[C]. RAID 2019: 487-500
  47. Pengfei Wu, Qingni Shen, Robert H. Deng, Ximeng Liu, Yinghui Zhang, Zhonghai Wu: ObliDC: An SGX-based Oblivious Distributed Computing Framework with Formal Proof. ACM AsiaCCS 2019: 86-99
  48. Wu Luo, Anbang Ruan, Qingni Shen, Zhonghai Wu: TProv: Towards a Trusted Provenance-Aware Service Based on Trusted Computing[C]. IEEE ICWS 2018: 67-83
  49. Sixing Wu, Dawei Zhang, Ying Li, Xing Xie, Zhonghai Wu: HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation[C]. COLING 2018: 845-856
  50. Yingpeng Du, Hongzhi Liu, Zhonghai Wu, Xing Zhang: Hierarchical Hybrid Feature Model for Top-N Context-Aware Recommendation[C]. IEEE ICDM 2018: 109-116
  51. Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu, Tao Zhang: Recommendation in Heterogeneous Information Networks Based on Generalized Random Walk Model and Bayesian Personalized Ranking[C]. ACM WSDM 2018: 288-296
  52. Tong Jia, Ying Li, Zhonghai Wu: Brief Announcement: Automatic Log Enhancement for Fault Diagnosis[C]. ACM PODC 2018: 415-417
  53. Yang Luo, Tian Puyang, Xiaoning Sun, Qingni Shen, Yahui Yang, Anbang Ruan, Zhonghai Wu: RestSep: Towards a Test-Oriented Privilege Partitioning Approach for RESTful APIs[C]. IEEE ICWS 2017: 548-555
  54. Yuqing Qiu, Qingni Shen, Yang Luo, Cong Li, Zhonghai Wu: A Secure Virtual Machine Deployment Strategy to Reduce Co-residency in Cloud[C]. TrustCom 2017: 347-354
  55. Yang Luo, Hongbo Zhou, Qingni Shen, Anbang Ruan, Zhonghai Wu: RestPL: Towards a Request-Oriented Policy Language for Arbitrary RESTful APIs[C]. IEEE ICWS 2016: 666-671
  56. Yang Luo, Wu Luo, Xiaoning Sun, Qingni Shen, Anbang Ruan, Zhonghai Wu: Whispers Between the Containers: High-capacity Covert Channel Attacks in Docker[C]. TrustCom 2016: 630-637
  57. Qian Sun, Qingni Shen, Cong Li, Zhonghai Wu: SeLance: Secure Load Balancing of Virtual Machines in Cloud[C]. TrustCom 2016: 662-669
  58. Wu Luo, Wei Liu, Anbang Ruan, Qingni Shen, Zhonghai Wu. Partial Attestation: Towards Cost-Effective and Privacy-Preserving Remote Attestations[C]. TrustCom 2016: 152-159
  59. Yang Luo, Wu Luo, Tian Puyang, Qingni Shen, Anbang Ruan, Zhonghai Wu: OpenStack Security Modules: A Least-Invasive Access Control Framework for the Cloud[C]. IEEE Cloud 2016: 51-58
  60. Zhengshen Jiang, Hongzhi Liu, Bin Fu, Zhonghai Wu: A Novel Bayesian Ensemble Pruning Method[C]. IEEE ICDM 2016: 1205-1212
  61. Tong Jia, Ying Li, Hongyan Tang, Zhonghai Wu: An Approach to Pinpointing Bug-Induced Failure in Logs of Open Cloud Platforms. IEEE Cloud 2016: 294-302
  62. Zhang X, Jin C, Li C, Wen Z, Shen Q, Fang Y, Wu Z: Ciphertext-policy Attribute-based Encryption with User and Authority Accountability[C]. SecureComm 2015: 500-518
  63. Xiaoyong Yuan, Hongyan Tang, Ying Li, Tong Jia, Tiancheng Liu, Zhonghai Wu: A Competitive Penalty Model for Availability Based Cloud SLA[C]. IEEE Cloud 2015: 964-970
  64. Xiaoyong Yuan, Ying Li, Zhonghai Wu, Tiancheng Liu: Dependability Analysis on Open Stack IaaS Cloud: Bug Analysis and Fault Injection[C]. CloudCom 2014: 18-25
  65. Zhichao Zhang, Shaoqiu Zheng, Weiping Li, Ying Tan, Zhonghai Wu, Wei Tan, Genetic Algorithm for Context-Aware Service Composition Based on Context Space Model[C]. IEEE ICWS 2013: 605-606
  66. Yuejian Fang, Zhonghai Wu: A New Parallel Processor Architecture for Genus 2 Hyperelliptic Curve Cryptosystems[C]. ISVLSI 2012: 177-182
  67. Tong Mo, Weiping Li, Weijie Chu, Zhonghai Wu: An Event Driven Model for Context-Aware Service[C]. IEEE ICWS 2011: 740-741
发明专利
 
  1. 刘浩，吴中海，王翀，沈晴霓，一种虚拟网络安全功能的评价方法和系统，国家发明专利，专利申请号：202410330819.8
  2. 吴中海，沈晴霓，董佶圣，沈子楠，胡达齐，李聪，方跃坚，一种基于国密SM9的区块链匿名交易方案，国家发明专利，专利申请号：202311615925.2
  3. 吴中海，沈晴霓，冯新宇，李聪，方跃坚，一种基于内积函数加密的计算机辅助诊断框架，国家发明专利，专利申请号：202311582073.1
  4. 袁想，谭志杰，黄锦松，肖靖杰，莫同，李伟平，吴中海，图像信息传输方法、装置、电子设备及存储介质，国家发明专利，专利申请号：202310679250.1
  5. 黄瑞瑶，王与琛，沈晴霓，阮安邦，吴中海，一种重入漏洞的检测与修复方法、系统，国家发明专利，专利申请号：202110577018.8
  6. 吴鹏飞，沈晴霓，吴中海，杨雅辉，一种动态加载代码库的隐私保护分布式计算方法及系统，国家发明专利，授权专利号：ZL202010321903.5
  7. 杨洪章，杨雅辉，吴中海，一种面向不同型号硬盘的故障预测方法及电子装置，国家发明专利，授权专利号：ZL202010428826.3
  8. 沈晴霓，艾天翔，王与琛，杨雅辉，吴中海，一种基于区块链的虚拟机迁移行为的自我感知方法及系统，国家发明专利，授权专利号：ZL201910884864.7
  9. 沈晴霓，杨溢哲，辛武，钱文君，吴中海，一种内存数据块完整性检验方法，国家发明专利，授权专利号：ZL201910700256.6
  10. 贾统，李影，张齐勋，吴中海，基于系统日志分析的智能在线自更新故障诊断方法和系统，国家发明专利，授权专利号：ZL201910993251.7
  11. 杨雅辉，张何灿，张梦宇，吴中海，一种云存储中数据的确定性删除方法及系统，国家发明专利，授权专利号：ZL201910536547.6
  12. 杨雅辉，张胜军，吴中海，一种基于布隆过滤器和交叉编码的数据完整性保护方法，国家发明专利，授权专利号：ZL201710472920.7
  13. 杨雅辉，李立敏，吴中海，一种云存储环境下的多备份数据持有性证明方法，国家发明专利，授权专利号：ZL201710472918.X
  14. 濮阳天，沈晴霓，罗杨，罗武，吴中海，一种云计算平台管理员权限最小化的自动化划分方法及访问控制方法，国家发明专利，授权专利号：ZL201710304080.3
  15. 李影，岳阳，易可欣，吴中海，防隐私泄露的大数据生成方法和系统，国家发明专利，授权专利号：ZL201711156094.1
  16. 李影，巫思杏，岳阳，吴中海，基于可疑行为识别的通讯防欺诈实时检测方法和系统， 国家发明专利，授权专利号：ZL201710291247.7
  17. 李影，贾统，岳阳，吴中海，基于问答网站知识的软件配置故障自动修复方法和系统，国家发明专利，授权专利号：ZL201610202074.2
  18. 李影, 岳阳，贾统，吴中海，电影上座率预测方法和系统，国家发明专利，授权专利号：ZL201610450944.8
  19. 沈晴霓，钱文君，杨雅辉，吴中海。一种工作槽感知的Storm平台作业均分调度方法，国家发明专利，授权专利号：ZL201610404619.8
  20. 沈晴霓，孙茜，李聪，吴中海。一种云环境中虚拟机负载均衡安全调度方法，国家发明专利，授权专利号：ZL201610407666.8
  21. 沈晴霓，李聪，杨雅辉，吴中海。一种云环境下抗同驻的虚拟机部署方法，国家发明专利，授权专利号：ZL201610371375.8
  22. 沈晴霓，董春涛，杨雅辉，吴中海。一种面向大数据平台的基于用户分级的安全调度方法，国家发明专利，授权专利号：ZL201610373850.5
  23. 沈晴霓，李文婷，杨雅辉，吴中海。一种面向大数据平台的拒绝服务检测方法，国家发明专利，授权专利号：ZL201610075208.9
  24. 李影，唐红艳，贾统，吴中海，张齐勋，云计算系统中高频次连续失效任务的在线识别方法和系统，国家发明专利，授权专利号：ZL201510649451.2
  25. 李影，贾统，吴中海，基于互联网日志数据的软件缺陷故障识别方法和系统，国家发明专利，授权专利号：ZL201510977321.1
  26. 罗杨，吴中海，沈晴霓。一种基于动态迁移的虚拟机调度算法安全性验证方法，国家发明专利，授权专利号：ZL201510309318.2
  27. 李影，贾统，袁小雍，唐红艳，张齐勋，吴中海，基于移动用户时空行为的云应用可用性预测方法与系统. 国家发明专利，授权专利号：ZL201410598622.9
  28. 李影，贾统， 张齐勋，吴中海，基于多云存储的智能移动终端数据存储备份方法与系统，国家发明专利，授权专利号：ZL201410219412.4，已授权.
  29. 沈晴霓，韩笑，方跃坚，吴中海。一种适用于移动端位置隐私保护的空间匿名化方法, 国家发明专利，授权专利号：ZL2014102677666, 2018.1.5
  30. 杨雅辉，李晓晨，沈晴霓，吴中海，一种面向用户的云存储数据完整性保护方法。授权专利号：ZL201410350589.8，已授权.
  31. 杨雅辉，高天辰，沈晴霓，吴中海，一种面向云服务的UCON多义务访问控制方法及系统，国家发明专利，授权专利号：ZL201410066781.4
  32. 刘宏志，李浩，吴中海，张兴，针对Intel移动平台的实时AVS软编码方法，国家发明专利，授权专利号：ZL201410355678.1
  33. Zhiqiang Yu, Yuejian Fang, Lei Zhai, Yun Wang, Zhonghai Wu, Event-Level Parallel Methods and Apparatus for XML Parsing, 美国发明专利，授权专利号：US008838626B2, September 16, 2014.
  34. 方跃坚，沈晴霓，杨雅辉，吴中海，一种自主授权的CP -ABE系统和方法，国家发明专利，授权专利号：ZL201410328154.3
  35. 方跃坚，沈晴霓，杨雅辉，吴中海，一种生成安全解密密钥的CP-ABE方法，国家发明专利，授权专利号：ZL201410328522.4
  36. 沈晴霓，万冕，吴中海，卿斯汉，一种适用于移动云的客户端动态认证方法，国家发明专利，授权专利号：ZL201310227082.9
  37. 沈晴霓，张壮壮，吴中海，卿斯汉，一种适用于Xen虚拟化平台的隐蔽通道检测方法，国家发明专利，授权专利号：ZL201310195439.X
  38. 沈晴霓，周志轩，吴中海，杨雅辉，一种云管理行为安全控制方法和系统，国家发明专利，授权专利号：ZL201310273098.3
  39. 沈晴霓，刘龙，杨雅辉，吴中海，一种支持动态信任评估的MapReduce调度方法，国家发明专利，授权专利号：ZL201310206615.5
  40. 沈晴霓, 张力哲，杨雅辉，吴中海，一种基于MapReduce机制的任务调度方法和系统，国家发明专利，授权专利号：ZL201210228031.3
  41. 杨雅辉，黄海珍，沈晴霓，吴中海，基于增量式GHSOM 神经网络模型的入侵检测方法.授权专利号：ZL201210206778.9
  42. 杨雅辉，黄海珍，沈晴霓，吴中海，基于增量式GHSOM 神经网络模型的入侵检测方法，国家发明专利，授权专利号：ZL201210206778.9
社会服务
 
  1. 教育部高等学校软件工程专业教学指导委员会副主任
  2. ok138太阳集团官网ok138太阳集团官网学术委员会副主任
  3. ok138太阳集团官网软件工程国家工程研究中心学术委员会委员
  4. ok138太阳集团官网学位评定委员会信息类学位分会委员
  5. ok138太阳集团官网学位评定委员会工程类专业学位分会委员