程思瑶科研成果

个人信息 教学/Teaching 论文/Publications 项目/Projects 新建主栏目 基本信息 名称 程思瑶，哈尔滨工业大学教授、博士生导师，智慧农场技术与系统全国重点实验室—智慧农场感知技术研究中心主任，物联网智能技术工信部重点实验室主任助理，哈工大计算学部物联网与泛在智能研究中心副主任，ACM China SIGBED Chapter副秘书长、青工委主任，中国计算机学会数字农业分会执行委员、物联网专委会执行委员、数据库专委会执行委员、ACM China SIGCOMM Chapter 委员，全国信标委物联网分技术委员会应用工作组专家，黑龙江省现代农业产业技术协同创新推广体系主任专家（产品质量溯源协同创新岗）。 长期从事着物联网、感知大数据分析、智慧农业等相关方面的研究，面向该领域的世界科技前沿，提出了一系列具有较大国际影响力的基础理论成果。目前，出版学术专著1部，该专著入选浙江省“十三五”重点出版物出版规划项目，发表和录用学术论文60余篇，在计算机领域一流国际期刊与会议的论文有30余篇，包括IEEE TKDE、IEEE TPDS、IEEE TMC、IEEE/ACM TNET、ACM TOSN、IEEE TVT、INFOCOM、ICDCS、Sensys、IPSN等。主持国家自然科学基金面上项目2项，黑龙江省重点研发项目、黑龙江省优青项目、教育部博士点基金等多项省部级项目，以及骨干成员参与了黑龙江省揭榜挂帅科技攻关项目(课题负责人)，科技创新2030-“新一代人工智能”重大项目(子课题负责人)，国家自然科学基金重大项目、重点项目、973计划项目、黑龙江省科技重大专项等。获中国计算学会优秀博士学位论文奖、ACM SIGMOD China 学术新星奖、微软亚洲研究院的“铸星计划”等多个奖项，在多个重要国际学术会议上担任程序委员会主席、委员，是IEEE TKDE、IEEE TMC、IEEE TVT 等重要国际期刊的审稿人，多次受邀在重要学术会议上做特邀报告。 招收2024年入学博士研究生，硕士研究生 研究方向包括： (1)智慧农场中大数据分布式管理与分析 (2)边缘智能算法 (3)物联网技术与系统 联系方式：csy@hit.edu.cn 教育背景 名称 2001. 9 - 2005. 7 哈尔滨工业大学 计算机科学与技术 工学学士 2005. 9 - 2007. 7 哈尔滨工业大学 计算机软件与理论 工学硕士 2007. 9 - 2012. 7 哈尔滨工业大学 计算机软件与理论 工学博士 工作经历 名称 2020. 12 - 至今 哈尔滨工业大学 计算学部 教授 2018. 04 - 至今 哈尔滨工业大学 计算机科学与技术学院 博士生导师 2015. 12 - 2020.12 哈尔滨工业大学 计算机科学与技术学院 副教授 2014. 10 - 2015. 03 微软亚洲研究院 访问学者 2013. 08 - 2014.08 美国佐治亚州立大学 计算机系 博士后 2012. 12 - 2015.12 哈尔滨工业大学 计算机科学与技术学院 讲师 研究方向 名称 物联网，感知大数据，传感网，智慧农业 奖励与荣誉 名称 1. 2013年，中国计算机学会(CCF)优秀博士学位论文奖 2. 2014年，微软亚洲研究院青年教师铸星计划 3. 2015年，ACM哈尔滨分会学术新星奖 4. 2017年，ACM Sigmod China学术新星奖 特邀学术报告 名称 1. 第十届中国传感器网络学术会议(CWSN 2016): 《感知大数据的获取与计算》 2. 第三十届中国数据库学术会议(NDBC 2013)：《感知大数据近似计算技术:一些研究经历分享》 学术服务 名称 1. 中国计算机学会数字农业分会执行委员，数据库专委会执行委员、物联网专委会执行委员 2. 全国信标委物联网分技术委员会应用工作组专家 3. ACM Sigbed China青工委主任，ACM Sigcomm China委员 4. WASA 2019 ，Embedded AI Summit 2020 程序委员会主席，Embedded AI Summit 2021执行主席等 5. ICDCS，IPCCC，WASA，COCOON，Bigcomm等程序委员会成员，IEEE TKDE、IEEE TMC、IEEE TVT、INFOCOM等国际期刊审稿人 讲授课程 名称 本科生：《数据库系统》，专业基础课 研究生：《算法设计与分析》，学位课 专著 名称 程思瑶,李建中，《无线传感网中低能耗近似计算方法》, 浙江大学出版社, 2016 （浙江省“十三五”重点出版物出版规划项目) 已发表论文 名称 1. Siyao Cheng, Zhipeng Cai, Jianzhong Li, Hong Gao. Extracting Kernel Dataset from Big Sensory Data in Wireless Sensor Networks. IEEE Trans. on Knowledge and Data Engineering (TKDE), 29 (4):813-827, 2017. 2. Siyao Cheng*, Zhipeng Cai, Jianzhong Li, Xiaolin Fang, Drawing Dominant Dataset from Big Sensory Data in Wireless Sensor Networks. In INFOCOM, pp 531-539, 2015. 3. Siyao Cheng, Zhipeng Cai, Jianzhong Li, Curve Query Processing in Wireless Sensor Networks. IEEE Transactions on Vehicular Technology (TVT). 64(11): 5198-5209 4. Jianzhong Li, Siyao Cheng*, Hong Gao, Zhipeng Cai, "Approximate Physical World Reconstruction Algorithms in Sensor Networks," IEEE Trans. Parallel Distrib. Syst.(TPDS), 25(12): 3099-3110 5. Siyao Cheng, Yingshu Li, Zhi Tian, Wei Cheng, Xiuzhen Cheng. A model for integrating heterogeneous sensory data in IoT systems. Computer Networks,150: 1-14 (2019) 6. Siyao Cheng, Zhenyue Chen, Jianzhong Li, Hong Gao. Task Assignment Algorithms in Data Shared Mobile Edge Computing Systems. InICDCS 2019, pp 997-1006. 7. Siyao Cheng*, Jianzhong Li, Zhipeng Cai, O(ε)-Approximation to Physical World by Sensor Networks. In INFOCOM, pp 3084-3092, 2013. 8. Siyao Cheng*, Jianzhong Li, Lei Yu. Location Aware Peak Value Queries in Sensor Networks. In INFOCOM, pp 486-494, Orlando, Florida, USA, Mar. 25-30, 2012. 9. Siyao Cheng*, Jianzhong Li, Qianqian Ren, Lei Yu. Bernoulli Sampling Based (ε,δ)-Approximate Aggregation in Large-Scale Sensor Networks. In INFOCOM, pp 1181-1189, San Diego, CA, Mar. 15-19, 2010. 10. Siyao Cheng*, Jianzhong Li. Sampling Based (ε,δ)-Approximate Aggregation Algorithm in Sensor Networks. In ICDCS, pp 273-280, Montreal，Quebec, Canada, June 22-26, 2009. 11. Siyao Cheng, Zhipeng Cai, and Jianzhong Li. "Approximate Sensory Data Collection: A Survey." Sensors 17.3 (2017): 564. 12. Jianzhong Li, Siyao Cheng*. (ε,δ)-Approximate Aggregation Algorithms in Dynamic Sensor Networks. IEEE Trans. Parallel Distrib. Syst. (TPDS). 2012，23(3): 385-396. 13. Tuo Shi, Siyao Cheng*, Zhipeng Cai, Yingshu Li, Jianzhong Li. Exploring Connected Dominating Sets in Energy Harvest Networks. IEEE/ACM Transactions on Networking (TON), 25(3): 1803-1817, 2017. 14. Ji Li, Siyao Cheng, Zhipeng Cai, Jiguo Yu, Chaokun Wang, Yingshu Li. Approximate Holistic Aggregation in Wireless Sensor Networks. ACM Transactions on Sensor Networks (TOSN), 13(2): 11:1-11:24, 2017. 15. Tuo Shi, Siyao Cheng, Jianzhong Li, Hong Gao, Zhipeng Cai.Dominating sets construction in RF-based battery-free sensor networks with full coverage guarantee. ACM Transactions on Sensor Networks (TOSN) 15 (4), 43 16. Tuo Shi, Siyao Cheng, Jianzhong Li, Zhipeng Cai. Constructing Connected Dominating Sets in Battery-Free Networks. In INFOCOM 2017. 17. Tuo Shi, Siyao Cheng, Zhipeng Cai, Jianzhong Li. Adaptive Connected Dominating Set Discovering Algorithm in Energy-Harvest Sensor Networks. In INFOCOM, DOI: 10.1109/INFOCOM.2016.7524504, 2016 18. Quan Chen, Hong Gao, Siyao Cheng, Xiaolin Fang, Zhipeng Cai, Jianzhong Li. Centralized and Distributed Delay-Bounded Scheduling Algorithms for Multicast in Duty-Cycled Wireless Sensor Networks. IEEE/ACM Transactions on Networking (TON) 25 (6), 3573-3586, 2017 19. Quan Chen, Hong Gao, Siyao Cheng, Jianzhong Li, Zhipeng Cai. Distributed Non-Structure Based Data Aggregation for Duty-Cycle Wireless Sensor Networks. INFOCOM 2017. 20. Quan Chen, Hong Gao, Yingshu Li, Siyao Cheng, Jianzhong Li.Edge-Based Beaconing Schedule in Duty-Cycled Multihop Wireless Networks. INFOCOM 2017. 21. Lei Yu, Jianzhong Li, Siyao Cheng, Shuguang Xiong, Haiying Shen: Secure Continuous Aggregation in Wireless Sensor Networks. IEEE Trans. Parallel Distrib. Syst.(TPDS) 25(3): 762-774 (2014) 22. Lei Yu, Jianzhong Li, Siyao Cheng, Shuguang Xiong. Secure continuous aggregation via sampling-based verification in wireless sensor networks. In INFOCOM, pp 1763-1771. Shanghai, China, Apr. 10-15 2011. 23. Ji Li, Siyao Cheng, Yingshu Li, Zhipeng Cai: Approximate Holistic Aggregation in Wireless Sensor Networks. In ICDCS 2015: 740-741 24. Ke Lin, Siyao Cheng, Jianzhong Li, Yang Zhang, Hong Gao. sKey: A Sensing-free Smart Key Handle. Sensys 2018: 319-320. 25. Ke Lin, Siyao Cheng, Jianzhong Li. iCrutch: A Smartphone-based Intelligent Crutch for Smart Home Applications. Accepted by INFOCOM 2020, Demo paper. 26. Chen Ye, Hongzhi Wang, Jianzhong Li, Hong Gao, Siyao Cheng. Crowdsourcing-Enhanced Missing Values Imputation Based on Bayesian Network. International Conference on Database Systems for Advanced Applications (DASFAA 2016), pp 67-81. 27. Xiaolin Fang, Junzhou Luo, Hong Gao, Weiwei Wu, Siyao Cheng, Zhipeng Cai: Detecting deterioration of nearsightness. In IPSN 2015: 408-409 28. Zaobo He, Zhipeng Cai, Siyao Cheng, Xiaoming Wang. Approximate Aggregation for Tracking Quantiles and Range Countings in Wireless Sensor Networks. Theoretical Computer Science, 607: 381-390, 2015. 29. Tuo Shi, Siyao Cheng*, Zhipeng Cai, Yingshu Li, Jianzhong Li. Retrieving the maximal time-bounded positive influence set from social networks. Personal and Ubiquitous Computing, 20 (5), pp 717-730,2016 30. Tongxin Zhu, Siyao Cheng*, Zhipeng Cai and Jianzhong Li. Critical data points retrieving method for big sensory data in wireless sensor networks. EURASIP Journal on Wireless Communications and Networking. 2016 (1), 18 31. Quan Chen, Siyao Cheng, Hong Gao, Jianzhong Li, Zhipeng Cai. Energy-Efficient Algorithm for Multicasting in Duty-Cycled Sensor Networks. Sensors 2015, 15(12), 31224-31243 32. Ke Lin, Siyao Cheng, Yingshu Li, Jianzhong Li, Hong Gao, Hongzhi Wang. SHMDRS: A Smartphone-Based Human Motion Detection and Response System. International Conference on Wireless Algorithms, Systems, and Applications (WASA 2016), pp 174-185 33. Ji Li, Siyao Cheng, Zhipeng Cai, Qilong Han and Hong Gao. Bernoulli Sampling Based (epsilon,delta)-Approximate Frequency Query in Mobile Ad Hoc Networks. WASA 2015. 315-324 34. Kunyi Chen, Siyao Cheng, Hong Gao and Jianzhong Li. A Functional Analysis Based Strategy for Preserving Location Privacy. BigCom 2018: 120-125. 35. Mohan Li, Jianzhong Li, Siyao Cheng, Yanbin Sun: Uncertain Rule Based Method for Determining Data Currency. IEICE Transactions 101-D(10): 2447-2457 (2018) 36. Zaobo He, Zhipeng Cai, Siyao Cheng and Xiaoming Wang. Approximate Aggregation for Tracking Quantiles in Wireless Sensor Networks. In COCOA 2014, 161-172. 37. Qianqian Ren, Jianzhong Li, Siyao Cheng. Target Tracking under Uncertainty in Wireless Sensor Networks. In IEEE MASS, pp 430-439, 2011. 38. Tuo Shi, Jialin Wan, Siyao Cheng*, Zhipeng Cai, Yingshu Li, Jianzhong Li. Time-Bounded Positive Influence in Social Networks. IIKI 2015, pp 134-139 39. Quan Chen, Hong Gao, Siyao Cheng, Zhipeng Cai. Approximate Scheduling and Constructing Algorithms for Minimum-Energy Multicasting in Duty-Cycled Sensor Networks. IIKI 2015, pp 163-168. 40. Tongxin Zhu, Xinrui Wang, Siyao Cheng, Zhipeng Cai and Jianzhong Li. Critical Point Aware Data Acquisition Algorithm in Sensor Networks. In WASA 2015.798-808. 41. Yang Zhang, Hong Gao, Siyao Cheng, Zhipeng Cai, Jianzhong Li. IEA: An Intermittent Energy Aware Platform for Ultra-Low Powered Energy Harvesting WSN. International Conference on Wireless Algorithms, Systems, and Applications (WASA), pp 185-197, 2017. 42. Tongxin Zhu, Jinbao Wang, Siyao Cheng, Yingshu Li, Jianzhong Li: Retrieving the Relative Kernel Dataset from Big Sensory Data for Continuous Query. WASA 2018: 720-732 43. Ke Lin, Jinbao Wang, Jianzhong Li, Siyao Cheng, Hong Gao: iKey: An Intelligent Key System Based on Efficient Inclination Angle Sensing Techniques. WASA 2018: 284-295 44. Siyao Cheng*, Shouxu Jiang, Jianzhong Li, “Approximate aggregation of time-varying data in P2P networks”, In Journal of Software(Chinese), Vol 20(7), pp 1800-1811, 2009. 45. Siyao Cheng*, Jianzhong Li. (ε, δ)-Approximate Aggregation Algorithm in Wireless Sensor Networks. Journal of Software(Chinese). Vol 21(8), pp 1936-1953, 2010. 46. Qianqian Ren, Jianzhong Li, Hong Gao, Siyao Cheng. A Two-phase Sleep Scheduling Based Protocol for Target Tracking in Sensor Networks. Journal of Computers(Chinese). Vol 32(10), pp 1971-1979, 2009. 47. Ran Bi, Jianzhong Li, Siyao Cheng, “(ε, δ)-Approximate Top-k Query Processing Algorithm in Wireless Sensor Networks”. Journal on Communications (Chinese). Vol.32(8), pp 45-54, 2011. 48. Qianqian Ren, Jianzhong Li, Siyao Cheng. Fault-Tolerant Event Monitoring in Wireless Sensor Networks. Journal of Computers (Chinese). Vol 35(3), pp 581-590, 2012. 49. Mohan Li，Jianzhong Li，Siyao Cheng. Uncertain Rule Based Method for Evaluating Data Currency. Journal of Computers (Chinese). 2014,25(S2):147-156 50. Yang Zhang, Hong Gao, Siyao Cheng, Jianzhong Li. An efficient EH-WSN energy management mechanism. Tsinghua Science and Technology, 23(4):406-418 2018 51. Wei Qu, Siyao Cheng, Hongzhi Wang. Efficient File Accessing Techniques on Hadoop Distributed File Systems. International Conference of Young Computer Scientists, Engineers and Educators, 2016, pp 350-361 52. Lei Yu, Jianzhong Li, Siyao Cheng. Approximate Continuous Aggregation Via Time Window Based Compression and Sampling in WSNs. Wireless Sensor Network. 2010, 2(9): 675-682. 53. Tongxin Zhu, Jinbao Wang, Siyao Cheng，Yingshu Li, Jianzhong Li. Retrieving the relative kernel dataset from big sensory data for continuous queries in IoT systems. EURASIP Journal on Wireless Communications and Networking 2019 (1), 132 54. Zhenyue Chen, Siyao Cheng. Computation Offloading Algorithms in Mobile Edge Computing System: A Survey. International Conference of Pioneering Computer Scientists, Engineers and Educators. pp 217-225, 2019. 55. Ke Lin, Siyao Cheng, Jianzhong Li: Demo Abstract: iCrutch: A Smartphone-based Intelligent Crutch for Smart Home Applications. INFOCOM 2020: 1328-1329 56. Wenkang Ke，Siyao Cheng: Demo Abstract: CSI Assisted Channel Selection for BLE Protocol in Integrated Chips. Accepted by Sensys 2020. 专利 名称 1. 林可, 李建中, 程思瑶, 高宏. 一种基于反射式红外传感器与手势控制的工作定时器 2017-5-15 中国 201720532203.4 2. 林可，李建中，程思瑶，高宏. 智能钥匙柄, 2020-6-26 中国 ZL 2018 1 0077288.0 3. 张扬，高宏，程思瑶，李建中. 用于无源感知网络的超低输入功率供能电路及采用该电路实现的供能方法 2017-8-21 中国 201710720103.9 4. 林可，李建中，程思瑶，高宏. 智能钥匙 2018-2-22 中国 201810077031.5 负责科研项目 名称 国家自然科学基金面上项目, 2020.01-2023.12, 60万(直接经费), 在研，主持 黑龙江省重点研发项目，2022.12-2025.12,74万，在研，主持 黑龙江省自然科学基金优秀青年项目，2019.07.01-2022.07.01, 10万，结题，主持 教育部博士点基金新教师类，经费 4万，2014.1—2016.12，结题，主持 黑龙江省博士后资助经费，经费5万，结题，主持 IBM与大学联合项目，经费10万，2013.9-2014.9，结题，主持 国家自然科学基金面上项目，经费75万，2014.1-2017.12，结题，主持 哈工大重点创新项目培育计划，经费10万，2014.5—2016.4，结题，主持 哈工大创新基金，经费5万，2013.5-2015.4，结题，主持 主要参与科研项目 名称 国家自然科学基金重点项目，科研经费265万元，参与人数10人，本人排名第3。 国家重点基础研究发展计划项目，科研经费500万元，参与人数13人，本人排名第6。 国家自然科学基金重大项目，科研经费300万元，参与人数9人，本人排名第4。 黑龙江省“百千万”工程科技重大专项，人工智能技术及应用科技重大专项，2019.12~2022.12，478万元，结题， 黑龙江省“揭榜挂帅”科技攻关项目， 2021.12~2024.12, 500万 (课题负责人) 新一代人工智能科技创新2030-重大项目，2021.12~2024.11，1.5亿(国拨5000万)，子课题负责人