边凯归

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个人概况

姓    名:边凯归

职    称:副教授

职    务:网络与信息系统研究所 副所长

研究方向:移动计算、物联网、社交网络

通信地址:北京大学 理科一号楼 1712

电    话:010-62765815-8003

电子邮件:bkg@pku.edu.cn

教育情况

2005 北京大学 计算机科学系 学士

2011 美国弗吉尼亚理工大学(Virginia Tech)电子与计算机工程系 博士

工作经历

2011 北京大学信息科学技术学院 讲师

2013 微软亚洲研究院访问学者

2014 北京大学信息科学技术学院 副教授

科研项目(973、科技部重点研发计划等)

近年来参与承担国家重点研发计划项目、国家自然基金重点项目,主持国家自然科学基金面上等项目

著作文集(期刊专著等)

专著

·K. Bian, J. Park, and B. Gao, ''Cognitive Radio Networks: Medium Access Control for Coexistence of Wireless Systems," Springer, 2014, print ISBN: 978-3-319-07328-6, online ISBN: 978-3-319-07329-3; available at: http://link.springer.com/book/10.1007/978-3-319-07329-3

编著章节

·K. Bian, J. Park. ''Coexistence of Heterogeneous Cellular Networks," in Handbook of Cognitive Radio, W. Zhang (Ed), Springer, 2017. ISBN: 978-981-10-1389-8. https://link.springer.com/referenceworkentry/10.1007/978-981-10-1389-8_32-1

·J. Park, and K. Bian, ''Security of Cognitive Radios," in Encyclopedia of Cryptography and Security (2nd Ed.), Henk C.A. van Tilborg, and Sushil Jajodia (Eds.), Springer, 2010.

·J. Park, K. Bian, and R. Chen, ''Cognitive Radio Network Security," in Cognitive Radio Communications and Networks: Principles and Practice, A. Wyglinski, M. Nekovee, and T. Hou (Eds.), Academic Press/Elsevier, 2010. ISBN: 978-0-12-374715-0.

期刊论文

P. Wang, B. Di, H. Zhang, K. Bian, L. Song. Cellular V2X Communications in Unlicensed Spectrum: Harmonious Coexistence with VANET in 5G systems. IEEE Transactions on Wireless Communications (IEEE TWC), 2018.

L. Chen, R. Fan, Y. Zhang, S. Shi, K. Bian, L. Chen, P. Zhou, M. Gerla, T. Wang, X. Li. On Heterogeneous Duty Cycles for Neighbor Discovery in Wireless Sensor Networks. Ad Hoc Networks (ADHOC), 2018.

J. Hu, B. Di, Y. Liao, K. Bian, L. Song. Hybrid MAC Protocol Design and Optimization for Full Duplex Wi-Fi Networks. IEEE Transactions on Wireless Communications (IEEE TWC), 2018.

Y. Zhang, Z. Li, C. Gao, K. Bian, L. Song, S. Dong, X. Li. Mobile Social Big Data: WeChat Moments Dataset, Network Applications, and Opportunities. IEEE Network, 2018. "移动社交网络大数据分析在计算机网络中的应用" WeChatNet 微信朋友圈转发数据集

K. Bian, G. Zhang, L. Song. Towards Secure Crowd Sensing in Vehicle-to-everything Networks. IEEE Network, Vol. 32(2):126--131, March-April 2018. "车辆网络中视觉惯性众包感知的安全问题"

P. Gong, J. Xue, P. Qian, H. Yang, X. Liu, L. Cai, K. Bian, Z. Yang. Scalp-recorded high-frequency oscillations in childhood epileptic encephalopathy with continuous spike-and-wave during sleep with different etiologies. Brain and Development, Vol. 40(4):299--310, April 2018.

Y. Yang, Z. Zheng, K. Bian, L. Song, Z. Han. Realtime Profiling of Fine-Grained Air Quality Index Distribution using UAV Sensing. IEEE Internet of Things Journal, Vol. 5(1):186--198, Feb. 2018. "基于神经网络的无人机测雾霾的移动感知系统"

S. Zhang, H. Zheng, Q. He, K. Bian, L. Song. Power and Trajectory Optimization for UAV Relay Networks. IEEE Communications Letters (IEEE CommL), Vol. 22(1):161--164, Jan. 2018.

Y. Zhang, Z. Li. C. Gao, K. Bian, Z. Yang, X. Li. Modeling Geo Homopholy in Online Social Networks for Population Distribution Projection. International Journal of Crowd Science, accepted for publication. Vol. 1(3):249--269, August 2017. "微信朋友圈数据预测线下人群移动"

X. Zhou, H. Hong, X. Xing, K. Bian, K. Xie, M. Xu. Discovering spatio-temporal dependencies based on time-lag in intelligent transportation data. Neurocomputing, Vol. 259(11):76--84, October 2017.

V. Kumar, J. Park, K. Bian. Transmitter Authentication Using Hierarchical Modulation in Dynamic Spectrum Sharing. Elsevier Journal of Networking and Computer Applications (JNCA), Vol. 91(1):52--60, August 2017.

P. Zhao, K. Bian, T. Zhao, X. Song, J. Park, X. Li, F. Ye, W. Yan. Understanding Smartphone Sensor and App Data for Enhancing the Security of Secret Questions. IEEE Transactions on Mobile Computing (IEEE TMC), Vol. 16(2):552--565, February 2017. "利用手机感知数据设计密码找回问题"

P. Zhou, W. Wei, K. Bian, D. Wu, Y. Hu, Q. Wang. Private and Truthful Aggregative Game for Large-Scale Spectrum Sharing. IEEE Journal on Selected Areas in Communications (IEEE JSAC), Vol. 35(2):463-477, January 2017.

X. Zhou, X. Xing, L. Han, H. Hong, K. Bian, K. Xie. Structure Feature Learning method for Incomplete Data. International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), Vol. 30(9), November 2016.

L. Chen, K. Bian, M. Zheng. From Single- to Multi-channel Neighbor Discovery for Mobile Sensing Applications. IEEE/ACM Transactions on Networking (IEEE/ACM ToN), Vol. 24(5):3148--3161, October 2016.

S. Bhattarai, J. Park, B. Gao, K. Bian, L. William. An Overview of Dynamic Spectrum Sharing: Ongoing Initiatives, Challenges, and a Roadmap for Future Research. IEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), Vol. 2(2):110--128, June 2016.

L. Chen, K. Bian. Neighbor Discovery in Mobile Sensing Applications: A Comprehensive Survey. Ad Hoc Networks (ADHOC), Vol. 48(15):38--52, September 2016.

G. Li, Y. Zhao, K. Bian. Efficient User Association in Cellular Networks with Hybrid Cognitive Radio Relays, IEEE Communications Letters (IEEE CommL), Vol. 20(7):1413--1416, July 2016.

V. Kumar, J. Park, K. Bian. PHY-Layer Authentication Using Duobinary Signaling for Spectrum Enforcement, IEEE Transactions on Information Forensics and Security. (IEEE T-IFS), Vol. 11(5):1027--1038, May 2016.

R. Gao, M. Zhao, T. Ye, F. Ye, G. Luo, K. Bian, Y. Wang, T. Wang, X. Li. Multi-story Indoor Floor Plan Reconstruction via Mobile Crowdsensing. IEEE Transactions on Mobile Computing (IEEE TMC), Vol. 15(6):1427--1442, April 2016. "众包式手机拍照进行室内地图重构"

L. Song, Y. Liao, K. Bian, L. Song, Z. Han. Cross-Layer Protocol Design for CSMA/CD in Full-Duplex WiFi Networks, IEEE Communications Letters (IEEE CommL), Vol. 20(4):792--795, April 2016.

R. Gao, Y. Tian, F. Ye, G. Luo, K. Bian, Y. Wang, T. Wang, X. Li. Sextant: Towards Ubiquitous Indoor Localization Service by Photo-taking of the Environment, IEEE Transactions on Mobile Computing (IEEE TMC), Vol. 15(2):460--474, February 2016. "通过手机拍照进行室内定位"

L. Chen, K. Bian. The Telephone Coordination Game Revisited: From Random to Deterministic Algorithms, IEEE Transactions on Computers (IEEE TC), Vol. 64(10):2968--2980, October 2015.

Y. Liao, K. Bian, L. Song, Z. Han. Full-duplex MAC Protocol Design and Analysis, IEEE Communications Letters (IEEE CommL), Vol. 19(7):1185--1188, July 2015.

L. Chen, K. Bian, X. Du, and X. Li. Multi-channel Broadcast via Channel Hopping in Cognitive Radio Networks, IEEE Transactions on Vehicular Technology (IEEE TVT), Vol. 64(7):3004--3017, July 2015.

K. Bian, J. Park, L. Chen, and X. Li. Addressing the Hidden Terminal Problem for Heterogeneous Coexistence between TDM and CSMA Networks in White Space, IEEE Transactions on Vehicular Technology (IEEE TVT), Vol. 63(9):4450--4463, November 2014.

A. Huang, C. Chen, K. Bian, X. Duan, M. Chen, H. Gao, C. Meng, Q. Zheng, Y. Zhang, B. Jiao, and L. Xie. WE-CARE: An Intelligent Mobile Telecardiology System to Enable mHealth Applications, IEEE Transactions on Information Technology in Biomedicine (IEEE TITB or JBHI), Vol. 18(2):693--702, March 2014.

K. Bian, J. Park, X. Du, and X. Li. Enabling Fair Spectrum Sharing: Mitigating Selfish Misbehaviors in Spectrum Contention, IEEE Network, Vol. 27(3):16--21, May-June 2013.

K. Bian, and J. Park. Maximizing Rendezvous Diversity in Rendezvous Protocols for Decentralized Cognitive Radio Networks, IEEE Transactions on Mobile Computing (IEEE TMC), Vol. 12(7):1294--1307, July 2013.

R. Chen, J. Park, and K. Bian. Robustness against Byzantine Failures in Distributed Spectrum Sensing, Elsevier Computer Communications, (COMCOM), Vol. 35(17):2115--2124, October 2012.

K. Bian, J. Park and R. Chen. Control Channel Establishment in Cognitive Radio Networks using Channel Hopping, IEEE Journal on Selected Areas in Communications (IEEE JSAC), Vol. 29(4):689--703, April 2011.

会议论文(部分)

·  Y. Zhang, Y. Zhang, K. Bian, X. Li. Towards Reading Comprehension for Long Documents. IJCAI 2018 "机器长文本阅读理解"

·  V. Kumar, H. Li, N. Luther, P. Asokan, J. Park, K. Bian, M. Weiss, T. Znati. Lightweight Anonymous Subscription with Efficient Revocation. ACM ASIACCS 2018.

·  Y. Zhang, Y. Guo, C. Gao, K. Bian, X. Jin, Z. Yang, L. Song, J. Cheng, H. Tuo, X. Li. Proactive Video Push for Optimizing Bandwidth Consumption in Hybrid CDN-P2P VoD Systems. IEEE INFOCOM 2018. "智能视频网络:基于神经网络的混合CDN网络视频流推送" Proactive-Push 技术已部署于爱奇艺tracker server

·  K. Bian, Y. Zhang, P. Qiao, Z. Li. Fine-grained Collision Mitigation Control for Neighbor Discovery in Wireless Sensor Networks. IEEE CIC ICCC 2017. Invited Paper

·  K. Bian, G. Zhang, L. Song. Security in Use Cases of Vehicle-to-everything Communications. IEEE VTC-fall 2017. Invited Paper "车辆网络中的安全问题"

·  Y. Zhang, Z. Li, K. Bian, Y. Bai, Z. Yang, X. Li. Population Distribution Projection by Modeling Geo Homophily in Online Social Networks. The 2nd International Conference on Crowd Science and Engineering (ICCSE 2017). "微信朋友圈数据预测线下人群移动" Best Paper Award

·  C. Liu, P. Zhao, K. Bian, T. Zhao, W. Yan. Detection of Physical Attacks against iBeacon Transmitters. IEEE/ACM IWQoS 2016. "物理世界中蓝牙信标 iBeacon 的安全问题"

·  V. Kumar, H. Li, J. Park, K. Bian, Y. Yang. Group Signatures with Probabilistic Revocation: A Computationally-Scalable Approach for Providing Privacy-Preserving Authentication. ACM CCS 2015.

·  H. Li, X. Liu, T. Xie, K. Bian, X. Lu, F. X. Lin, Q. Mei, F. Feng. Characterizing Smartphone Usage Patterns from Millions of Android Users. ACM IMC 2015. "Android应用市场用户行为数据分析"

·  Y. Liao, T. Wang, K. Bian, L. Song, Z. Han. Decentralized Dynamic Spectrum Access in Full-Duplex Cognitive Radio Networks. IEEE ICC 2015. Best Paper Award of Cognitive Radio Symposium.

·  L. Chen, R. Fan, K. Bian, L. Chen, M. Gerla, T. Wang, and X. Li. On Heterogeneous Neighbor Discovery in Wireless Sensor Networks, IEEE INFOCOM 2015.

·  Y. Tian, K. Bian, G. Shen, X. Liu, X. Li, and T. Moscibroda. Contextual-Code: Simplifying Information Pulling from Targeted Sources in Physical World, IEEE INFOCOM 2015. "用环境信息取代二维码"

·  V. Kumar, J. Park, and K. Bian. Blind Transmitter Authentication for Spectrum Security and Enforcement, ACM CCS 2014.

·  W. Hu, J. Mao, Z. Huang, Y. Xue, J. She, K. Bian, and G. Shen. Strata: Layered Coding for Scalable Visual Communications, ACM MobiCom 2014. "远、近都能扫出来的二维码"

·  R. Gao, M. Zhao, T. Ye, F. Ye, Y. Wang, K. Bian, T. Wang, and X. Li. Jigsaw: Indoor Floor Plan Reconstruction via Mobile Crowdsensing, ACM MobiCom 2014. "通过手机拍照进行室内地图重构"

·  L. Chen, K. Bian, and M. Zheng. Heterogeneous Multi-channel Neighbor Discovery for Mobile Sensing Applications: Theoretical Foundation and Protocol Design, ACM MobiHoc 2014.

·  L. Chen, K. Bian, L. Chen, C. Liu, J. Park, and X. Li. A Group-theoretic Framework for Rendezvous in Heterogeneous Cognitive Radio Networks, ACM MobiHoc 2014.

·  C. Liu, Y. Pan, A. Chen, K. Bian, and J. Wu. Scalable Opportunistic Forwarding Algorithms in Delay Tolerant Networks using Similarity Hashing, IEEE SECON 2014.

·  Y. Tian, R. Gao, K. Bian, F. Ye, T. Wang, Y. Wang, X. Li. Towards Ubiquitous Indoor Localization Service Leveraging Environmental Physical Features, IEEE INFOCOM 2014. "通过手机拍三张照片进行室内定位"

·  V. Kumar, J. Park, T. Clancy, K. Bian. PHY-Layer Authentication by Introducing Controlled Inter Symbol Interference. In Proc. of IEEE CNS 2013.

·  K. Bian and J. Park, Asynchronous Channel Hopping for Establishing Rendezvous in Cognitive Radio Networks, in Proc. of the 30th IEEE Conference on Computer Communications, (IEEE INFOCOM 2011), 2011.

·  K. Bian, J. Park, and R. Chen, A Quorum-based Framework for Establishing Control Channels in Dynamic Spectrum Access Networks, in Proc. of the 15th ACM Annual International Conference on Mobile Computing and Networking (ACM MobiCom 2009), Beijing, China, September 2009.

·  R. Chen, J. Park and K. Bian, Robust Distributed Spectrum Sensing in Cognitive Radio Networks, in Proc. of the 27th IEEE Conference on Computer Communications, (IEEE INFOCOM 2008), Mini-conference, Phoenix, USA, April 2008.

学术荣誉(获奖情况)

IEEE ICC'15  最佳论文奖

ICCSE'17 最佳论文奖

IEEE DSC'18 最佳学生论文奖

2014 CCF-Intel青年教师提升计划奖

2014北京大学教学卓越奖

2017曾宪梓教学卓越奖

2017中华人民共和国教育部自然科学一等奖(4/6)

社会服务(社会兼职、杂志编委等)

2013  微软亚洲研究院  StarTrack访问青年教师

担任两个IEEE期刊编委和多个国际学术会议TPC委员