黄河
职称: 副教授
院部/部门: 计算机科学与技术学院

电子邮箱: huangh@suda.edu.cn

联系电话:  

办公地点: 计算机科学与技术学院理工楼西侧544

个人简介

黄河,男,1983年生,安徽合肥人,工学博士,副教授,硕士生导师。ACM, IEEE, CCF会员,目前担任中国计算机学会物联网专委会委员。2011年6月毕业于中国科学技术大学计算机学院软件与理论方向,导师为陈国良院士,获工学博士学位,并于同年8月加入苏州大学,2013年破格晋升副教授。目前主要从事无线网络,信息安全相关领域研究工作,具体研究内容包括了流量统计(Traffic Measurement),无线频谱资源拍卖机制研究(Spectrum Auction),移动互联网中的隐私保护问题研究(Privacy Preserving),群智感知计算(Crowdsourcing/Crowdsensing),软件定义网络(SDN),卫星网络(Satellite Networks)等。目前,已在国内外知名学术期刊、会议发表论文30余篇(包括IEEE TPDS, IEEE TMC, IEEE TWC, ACM MobiHoc, IEEE SECON、IEEE ICDCS等)。其中以第一作者在IEEE Transactions on Mobile Computing (CCF认定的计算机网络领域3个A类期刊之一), IEEE Transactions on Parallel and Distributed Systems (CCF认定的A类期刊),IEEE ICDCS 2017, ACM MobiHoc 2013(无线网络领域顶级会议,录用率为17%)等权威期刊会议发表论文多篇。现/曾担任IEEE Globecom 2017 (CCF C), IEEE MASS 2017 (CCF C), MobiHoc-MSCC 2016Publicity Co-Chairs, BDCloud 2016, ICNC 2017,IBDC 2015,CWSN 2013-2017, IEEE CCNC 2013等会议(或workshop)的TPC member,现担任ACM/IEEE Transactions on Networking、IEEE Transactions on Mobile Computing、IEEE Transactions on Parallel and Distributed Syetems、IEEE Transactions on Vehicular Technology、Wireless Networks、计算机学报、计算机研究与发展、ACM MobiHoc 2014, IPSN 2015, IEEE INFOCOM 2016等期刊会议特邀审稿人。目前作为项目主持人主持国家军口863项目,国家自然科学基金面上项目,国家自然科学基金(青年基金)项目,国家教育部博士学科点基金(新教师基金),江苏省自然科学基金面上项目等8项纵向课题,累计纵向经费超过200万元。曾获得2014年度国家教育部自然科学二等奖。
此外,作为主要参与人参加了国家973,发改委重大专项等多个项目的开发。海外合作方面,与佛罗里达大学(UFL),乔治华盛顿大学(GWU),德克萨斯大学达拉斯分校(UT Dallas)等领域内专家建立了长期稳定的合作。与此同时,与国内上海交通大学,中国科学技术大学保持良好的科研合作关系。欢迎有意愿从事 无线通信网络,移动互联网络,卫星网络,信息安全 等研究领域的同学报考本人研究生。欢迎有意愿从事 无线通信网络,移动互联网络,卫星网络,信息安全 等研究领域的同学报考本人研究生。


研究方向

  1. 无线频谱资源拍卖机制研究(Spectrum Auction)
  2. 移动互联网中的隐私保护问题研究(Privacy Preserving)
  3. 群智感知(Crowdsourcing)
  4. 软件定义网络(SDN)
  5. 卫星网络(Satellite Networks)
获取更多信息可以参考 http://home.ustc.edu.cn/~huang83

科学研究

Recent years, we mainly concentrate ona spectrum auction problem where each request from new spectrum users has spatial, temporal, and spectral features. Our goal is to design truthful auction mechanisms that maximize either the overall social efficiency of new users (a.k.a buyers) or the revenue of the spectrum owner (a.k.a seller). Given that the optimal conflict-free spectrum allocation problem is NP-hard, we propose a series of near-optimal auction mechanisms based on the following approximation techniques: linear programming (LP) relaxation, randomized rounding, derandomized rounding, monotone derandomization, and Lavi-Swamy method. Comparing with the prior art, we make two significant advances: First, our auction mechanisms are not only truthful but also provide theoretically-provable performance guarantee, an important feature that existing work under the same auction model does not have. Second, our auction mechanisms support both spatial and temporal spectral reuse, which makes the problem more challenging than existing work that deals with only spatial or temporal reuse.


主持科研项目:

7. 国家军口863项目 No. 2015AAXXXXXXX XXXXX 2015.07~2016.06
6. 国家自然科学基金(面上项目) No.61572342 群智感知系统中基于高效可信的任务分配关键技术研究 2016.01~2019.12
5. 国家自然科学基金(青年基金) No.61202028 基于双向拍卖的异质频谱分配机制研究 2013.01~2015.12
4. 国家军口863项目 No. 2013AAXXXXXXX XXXXX 2013.07~2014.06 (已结题)
3. 国家军口863项目 No. 2014AAXXXXXXX XXXXX 2014.07~2015.06
2. 国家教育部博士学科点基金项目(新教师基金) 2014.01~2015.12
1. 广东省普及型高性能计算重点实验室开放课题项目 2012.12-2014.12 (已结题)

参与科研项目:

国家自然科学基金(青年基金) No. 61303206 无线网络中得频谱资源二次分配机制研究 2014.01~2016.12

科研团队

课题组:李凡长教授机器学习课题组
与佛罗里达大学(UFL)的Prof. Shigang Chen教授, UT Dallas 的Dr. Shaojie Tang均建立了密切的科研合作关系。
苏州大学城市轨道学院 孙玉娥副教授

研究生:
施战,李美璇,杨文建,崔景妹,陶涛,汪润枝,陆乐

论文成果


Selected Publications: 部分代表性论文

2017:

[J22] Xinglong Wang, Liusheng Huang, Hongli Xu, He Huang. FAST: Truthful Auction with Access Flexibility for Cooperative Communications[J]. Accepted by IET Communications. (SCI-indexed) 
 
[J21] Xinglong Wang, Liusheng Huang, Hongli Xu, He Huang. Auction-based resource allocation for cooperative cognitive radio networks[J]. Computer Communications, 97, 40-51, 2017. (SCI-indexed, CCF C)

[J20] Hongli, Xu, Xiang-Yang Li, Liusheng Huang, Hou Deng, He Huang, Haibo Wang. Incremental Deployment and Throughput Maximization Routing for a Hybrid SDN[J]. ACM/IEEE Transactions on Networking, 25(3): 1861-1875, 2017. (CCF A, top journal)

[J19] Yu-E Sun, He Huang*, Xiang-Yang Li, et al. Privacy-Preserving Strategyproof Auction Mechanisms for Resource Allocation[J]. Tsinghua Science and Technology, 22(2), 119-134, 2017. (SCI-indexed, accepted as spotlight work)

[C26] He Huang, Yu-E Sun, Shigang Chen, Hongli Xu, Yian Zhou. Persistent Traffic Measurement Through Vehicle-to-Infrastructure Communications[C]. Accepted by IEEE ICDCS 2017, Atlanta, US. (CCF Rank B, Accepted as regular paper with acceptance ratio of 16.9%, 90 out of 531 submissions)

[C25] Yang Wang, Wuji Chen, Wei Zheng, He Huang, Wen Zhang, Hengchang Liu. Toward Vehicle Sensing: An integrated application with sparse video cameras and intelligent taxicabs[C]. Accepted by IEEE ICDCS 2017, Atlanta, US. (CCF Rank B, Poster)

[C24] Kai Han, Yuntian He, Haisheng Tan, He Huang, Jun Luo. Online Pricing for Mobile Crowdsourcing with Multi-Minded Users[C]. Accepted by ACM MobiHoc 2017, Chennai, India. (CCF Rank B, Acceptance ratio: <17%)

[C23] Hongli Xu, He Huang*, Shigang Chen, Gongming Zhao. Scalable Software-Defined Networking through Hybrid Switching[C]. Accepted by IEEE INFOCOM 2017, Atlanta, US. (CCF Rank A)

[C22] He Huang, Yu Xin, Yu-E Sun, Wenjian Yang. A Truthful Double Auction Mechanism for Crowdsensing Systems with Max-Min Fairness[C]. Accepted by IEEE WCNC 2017, San Francisco, US. (CCF Rank C)


2016:

[C21] Mingjun Xiao, Jie Wu, He Huang, Liusheng Huang, Chang Hu. Deadline-Sensitive User Recruitment for Mobile Crowdsensing with Probabilistic Collaboration[C]. In Proc. of IEEE ICNP 2016, pp. 1-10, Singapore. DOI: 10.1109/ICNP.2016.7784408 (CCF Rank B)

[C20] Zhuan Shi, He Huang, Yu-E Sun, Xiaocan Wu, Fanzhang Li, Miaomiao Tian. An Efficient Task Assignment Mechanism for Crowdsensing Systems[C]. In Proc. of ICCCS 2016, pp. 14-24, Nanjing, China. DOI: 10.1007/978-3-319-48674-1_2 (一作为本人指导本科生)

[J18] Yu-E Sun, Meixuan Li, He Huang*, et al. A Double Auction Mechanism for Heterogeneous Multi-unit Spectrum Trading[J]. Chinese Journal of Electronics, 25(5):928-935, 2016. (SCI-indexed, Correspondence Author)

[C19] Yu-E Sun, He Huang*, Xiang-Yang Li, Yang Du, Miaomiao Tian, Hongli Xu, Mingjun Xiao. Privacy-Preserving Strategyproof Auction Mechanisms for Resource Allocation in Wireless Communications[C]. In Proc. of BIGCOM 2016, pp. 13-26, Shenyang, China. (Best paper award, 1 out of 39, Correspondence Author)

[C18] Hansong Guo, He Huang*, Jianxin Wang, Shaojie Tang, Zhenhua Zhao, Zehao Sun, Yu-E Sun, Liusheng Huang, Hengchang Liu. Tefnut: An Accurate Smartphone Based Rain Detection System in Vehicles[C]. In Proc. of WASA 2016, pp. 13-23, Bozeman, Montana, USA. (CCF Rank C, Correspondence Author)

[C17] Kai Han, He Huang, Jun Luo. Posted Pricing for Robust Crowdsensing[C]. In Proc. of ACM MobiHoc 2016, pp. 261-270, Paderborn, Germany. doi>10.1145/2942358.2942385 (CCF Rank B)

[C16] Mingjun Xiao, Jie Wu, He Huang, Liusheng Huang, Chang Hu. Deadline-Sensitive User Recruitment for Probabilistically Collaborative Mobile Crowdsensing[C]. In Proc. of IEEE ICDCS 2016, pp. 721-722, Nara, Japan. (CCF Rank B)(poster)

[C15] Xinglong Wang, Liusheng Huang, Hongli Xu, He Huang. Social Welfare Maximization Auction for Secondary Spectrum Markets: A Long-term Perspective[C]. In Proc. of IEEE SECON 2016, pp. 1-9, London, UK. DOI: 10.1109/SAHCN.2016.7733019 (CCF Rank B)

[J17] Zehao Sun, Shaojie Tang, He Huang*, Zhenyu Zhu, Hansong Guo, Yu-E Sun. SOS Real-time and Accurate Physical Assault Detection using Smartphone[J]. Peer to Peer Networking and Applications (PPNA), 2016. doi:10.1007/s12083-016-0428-5 (Online published, CCF Rank C, Correspondence Author)

2015:

[C14] Yu-E Sun, He Huang*
, Miaomiao Tian, Zehao Sun, Wei Yang, Hansong Guo, and Liusheng Huang. STRUCTURE: A Strategyproof Double Auction for Heterogeneous Secondary Spectrum Markets[C]. In Proc. of ICA3PP 2015, pp. 427-441, 2015. (CCF Rank C, Correspondence author)

[J16] He Huang, Yu-E Sun, Xiang-Yang Li, Shigang Chen, Mingjun Xiao, and Liusheng Huang. Truthful Auction Mechanisms with Performance Guarantee in Secondary Spectrum Markets[J]. IEEE Transactions on Mobile Computing (TMC), 14(6): 1315-1329, 2015. (CCF Rank A, SCI-indexed)

[J15] He Huang, Xiang-Yang Li, Yu-E Sun, Hongli Xu, Liusheng Huang. PPS: Privacy-Preserving Strategyproof Social-Efficient Spectrum Auction Mechanisms[J]. IEEE Transactions on Parallel and Distributed Systems (TPDS), 26(5): 1393-1404, 2015. (CCF Rank A, SCI-indexed)

[C13] Hansong Guo, He Huang*, Zehao Sun, Liusheng Huang, Zhenyu Zhu, Shaowei Wang, Pengzhan Wang, Hongli Xu and Hengchang Liu. Recognizing the Operating Hand from Touchscreen Traces on Smartphones[C]. Accepted by KSEM 2015. (Correspondence author, CCF rank C)

[C12] Mingjun Xiao, Jie Wu,
He Huang, Liusheng Huang. Deadline-sensitive Opportunistic Utility-based Routing in Cyclic Mobile Social Networks[C], In Proc. of IEEE SECON 2015, pp. 301-309, philadelphia, US. DOI: 10.1109/SAHCN.2015.7338329 (CCF Rank B)

[J14] He Huang, Yu-E Sun, Xiang-Yang Li, et al. Spectrum Allocation Mechanisms in Wireless Networks with Performance Guarantee[J]. Ad Hoc & Sensor Wireless Networks (AHSWN), 27(1-2): 111-134, 2015. (ESI journal List, SCI-indexed)

[C11] Xinglong Wang, Liusheng Huang, Hongli Xu, He Huang. Truthful Auction for Resource Allocation in Cooperative Cognitive Radio Networks[C], accepted by IEEE ICCCN 2015. (CCF Rank C,  Acceptance Ratio: 25%)

[C10] Hansong Guo, Liusheng Huang, He Huang*, Zehao Sun, et al. Guardian Angel: A smartphone based personal security system for emergency alerting[C]. In Proc. of IEEE UIC 2015. (CCF Rank C, correspondence author)

[J13] 田苗苗, 黄刘生, 黄河. 大数据隐私保护密码技术研究综述[J]. 软件学报,26(4): 945-959, 2015. (Survey)

[C9] Zehao Sun, Shaojie Tang, He Huang*, Liusheng Huang, Zhenyu Zhu, Hansong Guo, Yu-E Sun, iProtect: Detecting Physical Assault using Smartphone. In Proc. of WASA 2015, pp. 477-486, 2015. (Correspondence author, CCF Rank C)

2014:

[J12] Yu-E Sun,
He Huang*, Kai Xing, et al. SPRITE: A Novel Strategy-proof Multi-unit Double Auction Scheme for Spectrum Allocation in Ubiquitous Communications[J]. Personal and Ubiquitous Computing, Volume 18, Issue 4, pp 939-950, Apr. 2014. DOI: 10.1007/s00779-013-0709-4 *Corresponding author (CCF Rank C, SCI-indexed)

[J11] He Huang, Yu-e Sun, Zhili Chen, Kai Xing, Hongli Xu, et al. Completely Competitive Equilibrium Based Double Spectrum Auction Mechanism[J]. Journal of Computer Research and Development (in Chinese), Mar. 2014.

[J10] 杜扬(一作为本人指导本科生),黄河,孙玉娥,等。地理位置相关移动感知系统任务分配问题研究,计算机研究与发展,2014,Vol. 51 (11): 2374-2381.


2013:

[J9] Zhili Chen, He Huang, Yu-e Sun, Liusheng Huang. True-MCSA: A Framework for Truthful Double Multi-Channel Spectrum Auctions[J]. IEEE Transactions on Wireless Communications, issue 8, pp. 3838-3850, Aug 2013. (CCF Rank B, SCI)

[C8] He Huang
, Yu-E Sun, Xiang-Yang Li, Zhili Chen, Wei Yang, Hongli Xu. Near-Optimal Truthful Spectrum Auction Mechanisms With Spatial and Temporal Reuse in Wireless Networks[C], In Proceedings of the 14th ACM International Symposium on Mobile Ad Hoc Networking and Computing (ACM MobiHoc 2013), 4-page short paper, Bangalore, Indian, Jul. 29 – Aug. 1, Pages 237-240, 2013. Acceptance Ratio: (24+18)/234=17.9% (CCF Rank B)


[J8] Yindong Zhang, Liusheng Huang, Henan Zhao, Hongli Xu,
He Huang, Yujian Wang: A Truthful and Capacity-Aware Routing Protocol for Wireless Cooperative Networks. Ad Hoc & Sensor Wireless Networks 18(3-4): pp. 241-260, 2013 (ESI journal List, SCI)

[J7] Xueyong Xu, Liusheng Huang, Jun He, He Huang, Guohua Jiang: A Fine-grained Hop-count Based Localization Algorithm for Wireless Sensor Networks. JCP 8(3): pp. 567-575, 2013.

[C7] Wei Xu(一作为本人指导本科生), He Huang, Yu-E Sun, et al. DATA: A Double Auction Based Task Assignment Mechanism in Crowdsourcing Systems, ICST Chinacom 2013.

2012:

[C6] He Huang, Yu-E Sun, Kai Xing, Hongli Xu, Xueyong Xu, Liusheng Huang. Truthful Multi-unit Double Auction for Spectrum Allocation in Wireless Communications[C], In Proceedings of the 7th International Conference on Wireless Algorithms, Systems, and Applications (WASA 2012), Huangshan, Aug. 14-15, Pages 248-257, 2012. (Acceptance Ratio: 24%, CCF Rank C)

[J6] Hongli Xu, Liusheng Huang, Gang Liu, Yindong Zhang,
He Huang: Optimal relay assignment for fairness in wireless cooperative networks. IJAHUC 9(1): 42-53 (2012). (SCI)

[J5] Gang Liu, Liusheng Huang, Yu-e Sun, Hongli Xu, He Huang, Xueyong Xu: Truthful Relay Assignment for Cooperative Communication in Wireless Networks with Selfish Source-Destination Pairs. IJDSN 2012 (2012). (SCI)

[J4] Yan Wang, Jianxi Fan, Xiaohua Jia, He Huang: An algorithm to construct independent spanning trees on parity cubes. Theoretical Computer Science 465: 61-72 (2012). (CCF Rank B, SCI)

[J3] Shukui Zhang, Yong Sun, Jianxi Fan, He Huang: Cooperative Data Processing Algorithm Based on Mobile Agent in Wireless Sensor Networks. IJDSN 2012 (2012). (SCI)

[C5] Weiwei Wu, Minming Li, He Huang, Enhong Chen: Speed Scaling Problems with Memory/Cache Consideration. TAMC 2012: 412-422.

2011:

[J3] He Huang
, Yu-e Sun, Guoliang Chen, etc., Collaborative Localization Method in Wireless Sensor Networks: A Game Theoretic Perspective, Chinese Journal of Electronics, 2011, 20(1). (SCI)

[J2] He Huang, Guoliang Chen, Yu-e Sun, et al. 复杂区域节点定位算法研究, 计算机研究与发展, 2011, 48(3): 364-373.

2010:

[J1] Hongli Xu, Liusheng Huang, Yindong Zhang,
He Huang, Shenglong Jiang, Gang Liu: Energy-efficient cooperative data aggregation for wireless sensor networks[J]. Journal of Parallel and Distributed Computing, 70(9): 953-961 (2010). (CCF Rank B, SCI)

[C4] Hongli Xu, Liusheng Huang, Gang Wang, Gang Liu, He Huang: Joint power allocation and relay assignment for max-min fairness in cooperative networks[C]. In Proc. of the IEEE ISCC 2010: 123-126. (CCF Rank C)


2008:

[C3] He Huang, Yun Xu, Yu-E Sun, et al. Cluster-based load balancing multi-path routing protocol in wireless sensor networks[C]. In Proc. of the IEEE 7th World Congress on Intelligent Control and Automation (WCICA 2008), pp. 6692-6696. (Citation: 18)

[C2] Mingjun Xiao, Liusheng Huang,
He Huang, Pei Wang: Swarm intelligence: Coverage and connectivity control for mobile sensors. IEEE MASS 2008: 531-532. (Short paper, CCF Rank C)

[C1] Jichun Wang, Liusheng Huang, Xiang Li, He Huang, Jianbo Li: A Collaborative Localization Scheme from Connectivity in Wireless Sensor Networks. WWIC 2008: 213-223. (Acceptance Ratio with around 20%)

荣誉奖励

1. 苏州市自然科学优秀论文二等奖
2. 指导学生获2015年度江苏省优秀毕业论文三等奖
3. 指导毕业设计团队获2015年度江苏省优秀毕业设计团队
4. 2014年度教育部自然科学二等奖 第5参与人(部级奖励)

5. 2015年毕业设计优秀指导教师(校级
6. 2015年校级优秀毕业设计团队(与朱艳琴老师,刘安老师共同申请,已推荐省级优秀毕业设计团队,团队设计成员包括:杜扬,徐伟,王旭旸,邵佳烨,沈鑫娣)
7. 指导本科生杜扬的毕业设计被推荐为省级优秀
8. 作为指导教师指导“无线频谱双向拍卖机制研究”获批国家级创新训练项目,结题为优秀
9. 指导学生获得2014年苏州大学大学生创新创业优秀成果一等奖
10. 指导学生吴晓灿获得2016~2017莙政学者项目,结题为优秀,并被推荐至台湾国立清华大学进行交流访问

课程教学

主要讲授的课程包括:
  1. 数据结构
  2. 算法设计与分析
  3. 无线传感器网络
  4. 无线通信与泛在网络
  5. 计算机应用技术(公选课
  6. 物联网导论

招生信息

I am looking for well motivated students to work on cutting-edge research projects.

All well motivated students are welcome! You can directly contact me by E-mail.

欢迎有志从事科研工作的同学报考本人研究生,读研期间表现优异同学将有机会参与海外联合培养。