• 朱跃生

  • 职称:教授、博导
  • 职务:信息工程学院副院长,通信与信息安全实验室主任
  • 电话:0755-26035352
  • Email:zhuys@pkusz.edu.cn / zhuys@pku.edu.cn
研究方向:1、无线网络与移动计算;2、数据智能分析与安全保障;3、智能视频监控与图像分析技术。
导师与研究领域、方向:

    无线电技术工学学士、电路与系统工学硕士、电子工程哲学博士, 北京大学教授/博士生导师,北京大学信息工程学院副院长,深圳宽带无线网络安全技术工程实验室主任,深圳云计算产业协会副会长,深圳市精准医疗学会副理事长。IEEE高级会员、中国电子学Fellow、国际标准组织ISO/IEC/SC6 专家组成员,中国宽带无线IP标准工作组标准专家组成员,教育部-未来互联网/专家委员会委员、中国大数据专家委员会委员、教育部学位与研究生教育审议专家。曾获广东省高校科技进步一等奖,广东省自然科学三等奖,“深圳市双百计划”领军人才,连续8年获工信部宽带无线IP标准工作组标准突出贡献奖,北京大学优秀班主任奖,北京大学优秀德育工作者, 北京大学深圳研究生院优秀教师奖,北京大学深圳研究生院优秀科研奖。在重要国际期刊和国际会议上发表论文总数130 多篇,包括视频处理领域顶级期刊TCSVT、计算机视觉顶级会议CVPR、图像处理领域顶级会议ICIP, 信号处理顶级会议ICASSP。授权美国专利4项, 授权/申报国家发明专利5项, 国际PCT专利1项。主要研究方向包括大数据特征分析及安全技术;脱敏与隐私保护技术, 智能分析判决及宽带网络通信与信息安全。


产学研项目,
1 .“宽带无线通信及信息安全关键技术的产业化”;
2.“二维到三维视频转化关键技术的研发”;
3. “音视频及图像版权管理及快速查询系统的关键技术研发”;
4. “视频安全监控及智能分析关键技术”;
5.  科技部973项目“可重构信息通信基础网络体系研究”(参与);
6.  移动支付安全保障技术。

近年来取得的主要成果:
 

近年团队发表的文章(2008 以来):

杂志:
1.    Guibo Luo, Yuesheng Zhu, “Foreground Removal Approach for Hole Filling in 3D Video and FVV Synthesis”, IEEE Transactions on Circuits and Systems for Video Technology (accepted for publication), 2016. (SCI)
2.    Zhenyu Weng, Ziqiang Sun, Yuesheng Zhu, "Asymmetric hashing with multi-bit quantization for image retrieval", Neurocomputing (accepted for publication), 2016. (SCI)
3.    Zhen Liu, Yuesheng Zhu, Yi Fan and Xingmei Xing, "A Novel Approach to Image Authentication with Tamper Localization and Self-recovery," Journal of Computers (accepted for publication), 2016. (EI)
4.    Lifei Zhan, Yuesheng Zhu, and Zhiwei Mo, "An Image Splicing Detection Method Based on PCA Minimum Eigenvalues," Journal of Information Hiding and Multimedia Signal Processing (accepted for publication), 2016.(EI)
5.    Yujia Ma, Yuesheng Zhu, Xiyao Liu, "A Novel Reversible Watermarking Scheme for Relational Databases Protection Based on Histogram Shifting," Journal of Information Hiding and Multimedia Signal Processing, 0517, Dec, 30, 2015. (EI)
6.    Yi Fan, Yuesheng Zhu and Zhen Liu, "An Improved SIFT-Based Copy-move Forgery Detection Method Using T-Linkage and Multi-Scale Analysis," Journal of Information Hiding and Multimedia Signal Processing, 0531. Dec, 30, 2015.(EI)
7.    Liang Dai, Yuesheng Zhu, Guibo Luo, Chao He, and Hanchi Lin, "A Real-Time Visual Tracking Approach Using Sparse Autoencoder and Extreme Learning Machine", Unmanned Systems, 3(04), 2015, pp.267-275.
8.    Xiaomei Xing, Yuesheng Zhu, Zhiwei Mo, Ziqiang Sun and Zhen Liu, "A Novel Perceptual Hashing for Color Images Using a Full Quaternion Representation," KSII Transactions on Internet and Information Systems,Vol. 9, NO. 12,pp. 5058-5071,2015(SCI)
9.    Ziqiang Sun, Yuesheng Zhu, Xiaomei Xing, Guibo Luo, Xiyao Liu. "A near-duplicate 3D video detection algorithm by using hypercomplex representations," Multimedia Tools and Applications, 2015: 1-17. ( SCI)
10.    Qing Zhang, Yuesheng Zhu, SongtaoWu, Guibo Luo and Liming Zhang “A robust tracking method with adaptive local spatial sparse representation,” Mathematical Methods in the Applied Sciences,2015. (SCI)
11.   Xiyao Liu, Yu Ge, Yuesheng Zhu and Dajun Wu,“A Lightweight Integrity Authentication Scheme based on Reversible Watermark for Wireless Body Area Networks,” KSII Transactions on Internet and Information Systems (TIIS) Vol.8 No.12, 2014.12, 4643-4660. (SCI).
12.   Xiyao Liu, Yuesheng Zhu, Ziqiang Sun, Mengge Diao, Liming Zhang, “A novel robust video fingerprinting-watermarking hybrid scheme based on visual secret sharing,” Multimedia Tools and Applications, May 2014. (SCI)
13.   Xiangyu Gao, Yuesheng Zhu, and Li Ping, “Analysis of Minimum Transmit Sum Power and Scheduling Power Gain for Multi-user MIMO-OFDM Networks with Rate Constraints," Wireless Communications and Mobile Computing, 23 OCT 2014,wcm.2548. (SCI).
14.   Xiangyu Gao, and YueshengZhu, "Multiuser Binary Rate Scheduling for Fading OFDM Networks with User Fairness Constraints," Journal of Communications, vol. 9, no. 7, 2014.(EI)
15.   Yuesheng Zhu, Limin Ma, Jinjiang Zhang, “An Enhanced Kerberos Protocol with Non-interactive Zero-Knowledge Proof,” Security and Communication Networks, June 2014. (SCI)
16.   Limin Ma, Yuesheng Zhu, “An Enhanced Kerberos Protocol Based on One-Time Password,” ICIC Express Letters, vol.8, no.9, pp.2497-2502, Sep.2014. (EI)
17.   Limin Ma, Yu Ge, Yuesheng Zhu, “TinyZKP: A Lightweight Authentication Scheme Based on Zero-Knowledge Proof for Wireless Body Area Networks,” Wireless Personal Communications, published online, Dec.2013. (SCI)
18.   Fengyong Qian, Shuhung Leung, Ruikai Mai, and Yuesheng Zhu, “Statistical Transceiver Designs with ICI Reduction for MIMO-OFDM Systems”, Wireless Personal Communications, , Volume 71, Issue 2, pp 821-837,July 2013.(SCI)
19.   Liwei Zhang, Yuesheng Zhu, Lai-man Po,”A Fast Watermarking Algorithm with Low Complexity Error Compensation in H.264/AVC Bit-stream”, Acta Scientiarum Naturalium Universitatis Pekinensis,,vol. 49, no. 2, pp. 227-233, 2013. (EI).
20.   Xianqin Luo, Yuesheng Zhu, Yuqing Zhong, Yi Qin. “An Effective and Reliable Power Data Transmission Scheme Based on Smart Antenna WLAN Technology”, Journal of Clean Energy Technologies. vol.1, no. 4, pp.327-330, July 2013.
21.   Xiangyu Gao, Yuesheng Zhu, “On the Asymptotic Optimality of Fixed Rate Scheduling in Fading Multiuser Wideband OFDM Networks”, IEICE TRANS. COMMUN., VOL.E96–B, NO.2, pp.632-634., FEBRUARY 2013. (SCI)
22.   Ziqiang Sun, Yuesheng Zhu, Xiyao Liu and Liming Zhang, “A Robust Video Fingerprinting Algorithm Based on Centroid of Spatio-temporal Gradient Orientations”, KSII Transactions On Internet And Information Systems VOL. 7, NO. 11, Nov. 2013 pp. 2754-2768. (SCI)
23.   Fengyong Qian, Shuhung Leung, Yuesheng Zhu, Waiki Wong, Derek Pao, Winghong Lau, “Damped sinusoidal signals parameter estimation in frequency domain”, Signal Processing, Vol. 92, Issue 2, Feb 2012, pp.381-391. (SCI)
24.   Lin Zhang, Zhen Luo, Shuhung Leung, and Yuesheng Zhu, “Simplified Precoder Design for MIMO Systems with Receive Correlation in Ricean Channels,” IEEE Signal Processing Letters, vol. 19, no. 5, pp. 263-266, 2012, (SCI).
25.   Lin Zhang and Yuesheng Zhu, “Precoder Design in the Presence of Spatial Correlation for Macrocell Environments,” IEEE Communication Letters, pp.1010-1013, 2012, (SCI).
26.   Fengyong Qian, Ruikai Mai and Yuesheng Zhu, “Non-Unitary Precoder Design for Reducing Feedback Overhead in MIMO-OFDM Systems,” AEUE - International Journal of Electronics and Communications, Volume 66, Issue 12, December 2012, Pages 1017–1020, 2012, (SCI).
27.   Hongyuan Chen, Yuesheng Zhu,“ A robust watermarking algorithm based on QR factorization and DCT using QIM technique“, Journal of Zhejiang University-SCIENCE C (Computers & Electronics), pp. 573-584, 2012(SCI).
28.   Songtao Wu, Yuesheng Zhu and Qing Zhang,"A New Robust Visual Tracking Algorithm based on Transfer Adaptive Boosting", Mathematical Methods in the Applied Sciences, Vol 35, Issue 17, pp. 2133–2140, 2012. (SCI) .
29.   Hongyuan Chen, Yuesheng Zhu,“An Effective Stereo Image Coding Method with Reversible Watermarking”,Journal of Computational Information Systems,8: 7 (2012) 2761–2768, 2012,(EI).
30.   Fengyong Qian, Ruikai Mai, Yuesheng Zhu, and Hui Li, “A Selective Linear Transceiver Design Over Correlated Large-MIMO Channels,” Progress In Electromagnetics Research C, Vol. 26, pp. 259-273, 2012. (EI).
31.   Fengyong Qian, Ruikai Mai, Shuhung Leung, Yuesheng Zhu, “A Greedy Algorithm Based Power Control Technique for MIMO Systems with Maximum Likelihood Receiver”, Electronics Letters, 2012, Vol. 48 No. 15, July 2012. (SCI).
32.   Hongyuan Chen and Yuesheng Zhu, “A robust video watermarking algorithm based on singular value decomposition and slope-based embedding technique”, Multimedia Tools and Applications, Nov,2012. (SCI).
33.   Weijing Huo, Yuesheng Zhu, Hongyuan Chen, “A Controllable Error-drift Elimination Scheme for Watermarking Algorithm in H.264/AVC Stream”, IEEE Signal Processing letters, VOL. 18, NO. 14, SEP 2011,pp.535-538, (SCI).
34.   Lin Zhang, Yuesheng Zhu, “Joint angle-delay estimation based on smoothed maximum-likelihood algorithm”, Journal of Electromagnetic Waves and Applications (JEMWA) Progress in Electromagnetic Research, Vol. 21, pp13-31, 2011(EI).
35.   Haojun Li, Yuesheng Zhu, “A New Approach of 2D-to-3D Video Conversion and Its Implementation on Embedded System”, Applied Mechanics and Materials Vols. 58-60 (2011) pp 2552-2557, 2011(EI).
36.   Yating Wu, Shuhung Leung, Waiki Wong, Yuesheng Zhu, “A constrained minimum mean square error code tracking loop for synchronous DS-CDMA systems”, AEU International Journal of Electronics and Communications, 64, pp.558–569, 2010(SCI).
37.   Wei Ren, Sameer Singh and, Maneesha Singh, Yuesheng Zhu, “State-of-the-art on spatio-temporal information-based video retrieval,” Pattern Recognition, 42, pp.267-282, 2009, (SCI).
38.   Yating Wu, Waiki Wong, Shuhung Leung, Yuesheng Zhu, “Performance analysis of a de-correlated modified code tracking loop for synchronous DS-CDMA system under multiuser environment”, IEICE Transactions on Communications, vol. E92-B, no. 6, pp. 1991-1999, Jun. 2009.(SCI)
39.   陈晟,梁树雄,朱跃生,“用于无线快衰落信道的快速自适应估计新算法”, 通信学报,第30卷 第10期, pp.96-99,2009(EI).
40.   Waiki Wong, Yating Wu, Shuhung Leung, Yuesheng Zhu, “A modified de-correlated delay lock loop for synchronous DS-CDMA systems,” IEEE Transactions on Vehicular Technology, vol. 57, no. 5, pp. 3293-3299, Sep. 2008(SCI).

 

国际会议:
1.    Guibo Luo, Yuesheng Zhu, Zhaotian Li and Liming Zhang, “A Hole Filling Approach based on Background Reconstruction for View Synthesis in 3D Video”, accepted publication in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.
2.    Wenbin Yao, Zhenyu Weng, Yuesheng Zhu, “Diversity Regularized Metric Learning for Person Re-identification”, accepted publication in IEEE International Conference on Image Processing (ICIP), 2016. (EI).
3.    Zhenyu Weng, Wenbin Yao, Ziqiang Sun, Yuesheng Zhu, “Asymmetric distance for spherical hashing”, accepted publication in IEEE International Conference on Image Processing (ICIP), 2016. (EI).
4.    Zhen Liu, Yuesheng Zhu, Yi Fan, Ziqiang Sun and Hanchi Lin, "A SIFT-Based Robust Watermark- ing Scheme in DWT-SVD Domain Using Majority Voting Mechanism," in the 8th International Conference on Digital Image Processing, 2016. (EI).
5.    Zhen Liu, Yuesheng Zhu, Yi Fan and Hanchi. Lin, "A New Robust Multiple Description Coding Method for Image Based on Block Compressed Sensing," in the 8th International Conference on Digital Image Processing, 2016. (EI).
6.    Hanchi Lin, Yuesheng Zhu, Guibo Luo, “A robust visual tracking method with Restricted Boltzmann Machines based classifier," in the 8th International Conference on Digital Image Processing, 2016. (EI).
7.    Lifei Zhan, Yuesheng Zhu, "Passive Forensics for Image Splicing Based on PCA Noise Estimation," The 10th International Conference for Internet Technology and Secured Transactions (ICITST), ID-23, Dec 14, 2015. (EI).
8.    Xiangyu Gao and Yuesheng Zhu, “A Numerical Study of Power Efficiency Gain for MIMO-OFDM Networks," in 14th IEEE International Conference on Computer and Information Technology, Xi’an, China, pp.119-123, 2014. (EI)
9.    Cheng Cai, Yuesheng Zhu, Bojun Wang, “A Novel Mutual Authentication Scheme For Smart Card Without Information Leakage,” in 17th IEEE International Conference on Computational Science and Engineering (CSE), Chengdu, 2014(EI). 
10.    Yuesheng Zhu, Bojun Wang, Cheng Cai, “A Novel Mutual Authentication Schemefor Smart Cards Using Proactive Secret Sharing,” 6th International Conference on Mechanical, Industrial, and Manufacturing Technologies, Melaka, Malaysia, 2015. (EI)
11.    Zhigang Xu, Yuesheng Zhu, Ziqiang Sun, and Zhen Liu. “A Novel Iterative Algorithm to Text Segmentation for Web Born-digital Images,” International conference on digital image processing, 2015. (EI).
12.    Liang Dai, Yuesheng Zhu, Guibo Luo, and Chao He, "A Low-complexity Visual Tracking Approach with Single Hidden Layer Neural Networks," In the 13th International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, 2014.
13.    Yang Guan, Yuesheng Zhu, Xiyao Liu, Guibo Luo, Ziqiang Sun, and Liming Zhang,''A Digital Blind Watermarking Scheme Based on Quantization Index Modulation in Depth Map for 3D Video," In the 13th International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, 2014.
14.    Peiwen Liu, Yuesheng Zhu, “An Adaptive Cast Shadow Detection With Combined Texture and Color Models”, Proc of 5th International Conference on Information and Multimedia Technology (ICIMT 2013), Dec 7, Sydney, Australia, pp. pp.113-118, 2013.
15.    Zhenming Nong, Yuesheng Zhu, and Hao Lai, “A Rapid Pretreatment Method For Object Detection in Dynamic Scenes”, Proc of 5th International Conference on Information and Multimedia Technology (ICIMT 2013), Dec 7, Sydney, Australia, pp. pp.119-123, 2013.
16.    Hao Lai, Yuesheng Zhu, Zhenming Nong, “An Improved Background Subtraction Approach in Target Detection and Tracking”, Proc of the 6th International Conference on Machine Vision (ICMV 2013), London, UK, SPIE Paper Number MV205-85.
17.    Mengge Diao, Yuesheng Zhu, Ziqiang Sun, Xiyao Liu, Limin Zhang “An Improved Fingerprint Algorithm of 3D-DCT for Video Fingerprinting”, Proc of 8th International Symposium on Image and Signal Processing and Analysis (ISPA 2013), Trieste, Italy, pp.283-288, September 4-6, 2013.
18.    Yuesheng Zhu, Deke Yu. “An Improved Hybrid SAT Solver for Bounded Model Checking in Circuit Design”. 2013 International Conference on Computer, Networks and Communication Engineering, 2013.
19.    Yuesheng Zhu, Chao Wang, Huabing Zhang, “An Instant Security Early Warning System Based on Mobile Push Technology”, 2013 International Conference on Computer, Networks and Communication Engineering, 2013.
20.    Huabing Zhang, Guibo Luo, and Yuesheng Zhu, “A Novel System Architecture for Mobile Campus Information Push Systems,” 2013 International Conference on Information Technology and Science (ICITS 2013), Bali, Indonesia, Lecture Notes on Information Theory, Vol.1, No.1, 2013, pp.64-68.
21.    Xianqin Luo, Yuesheng Zhu, Yuqing Zhong, Yi Qin. “An Effective and Reliable Power Data Transmission Scheme Based on Smart Antenna WLAN Technology”, Journal of Clean Energy Technologies. vol.1, no. 4, pp.327-330, July 2013.
22.    Guibo Luo, Yuesheng Zhu, and Qing Zhang. “Rapid Visual Tracking with Modified On-Line Boosting and Template Matching”. Proceedings of the International Association of Science and Technology for Development (IASTED) International Conference, Signal Processing, Pattern Recognition and Applications February 12–14, 2013. pp.439-443.
23.    Zhenguo Lu,Yuesheng Zhu,Jian Chen, “A Novel Filling Dis-occlusion Method based on Background Extraction in Depth-Image-Based-Rendering”, Latest Trends in Applied Informatics and Computing,pp.65-70, Spain, 2012.
24.    Yingwei Yan, Yuesheng Zhu, “A Low Cost Algorithm for Fast Inteligent Content Delivery on Hadoop”, proc. of 2012 Third International Conference on Theoretical and Mathematical Foundations of Computer Science (ICTMF 2012), Indonesia, 2012.
25.    Zhao Hu and Yuesheng Zhu, “An Improved and Implemented Kerberos Protocol Based on Diffie-Hellman-DSA Key Exchange”, IEEE International Conference on Networks (ICON), Singapore, 2012.
26.    Weiwei Wang,  Yuesheng Zhu, “A Fast Depth-Map Generation Algorithm based on Motion Search from 2D Video Contents”, The Conference on Computer Science and Software Engineering (CSSE 2012), China, 2012.
27.    Ruikai Mai, Fengyong Qian, Yuesheng Zhu, and Hui Li,, “On Performance Analysis of SLNR-based Multistream Transceiver in Multiuser MIMO Downlink Channels,” accepted for publication in the 32nd Progress in Electromagnetics Research Symposium (PIERS), Moscow, Russia, 2012.
28.    Huiya Zhu, Yuesheng Zhu, “A Kerberos-based UPnP Extension for Secure and Efficient Home Networks”, The 4th International Conference on Computer Engineering and Technology, ICCET, Page: 104-108,Thailand, 2012.
29.    Jian Chen, Yuesheng Zhu and Xiyao Liu,“A New Block-Matching Based Approach for Automatic 2D to 3D Conversion”,The 4th International Conference on Computer Engineering and Technology, ICCET, Page: 109-113,Thailand, 2012.
30.    Yuesheng Zhu,,Xiaolei Guo, Linmin Ma, Yuexian Zou,“A Secure Support System for Electronic Patient Records”, International Symposium on InfoComm & Media Technology in Bio-Medical & Healthcare Application (2012 IS-3T-in-3A) ,Japan, 2012.
31.    Weijing Huo, Yuesheng Zhu, “A Reversible Watermarking Algorithm with Error-drift Elimination in H.264/AVC Stream”, Proc. of International Conference on Consumer Electronics, Communications and Networks, CECNet, vol.4, pp. 2893-2896, 2011.
32.    Zilong He, Yuesheng Zhu, “A Fast Object Detection Method with Rotation InvariantFeatures”, The 11th International Conference on Signal Processing, France, pp.940-945,2011.
33.    Ruili Zhou, Yuesheng Zhu,”A Robust Audio Fingerprinting Algorithm in MP3 Compressed Domain”, The 11th International Conference on Signal Processing,France, pp.711-715,2011.
34.    Songtao Wu, Yuesheng Zhu, Ruikai Mai and Ziqiang Sun, “A Robust Visual Tracking Algorithm with Low-Rank Region Covariance”, The 11th International Conference on Signal Processing,France, pp.924-929, 2011.
35.    Puxiao Han,Yuesheng Zhu, “Efficient Similarity Models for Content-Based Image Retrieval Using Zernike Moments”, IEEE International Conference on Computer Science and Information Technology , pp.159-162, 2011.
36.    Tingting Yu, Yuesheng Zhu, “A New Watermarking Method for Soft IP Protection”, The International Conference on Consumer Electronics, Communications and Networks(CECNet2011),Volume5: pp.3839-3842, 2011.
37.    Wenchao Xu, Yuesheng Zhu, “A Digital Copyright Protection Scheme for Soft-IP Core Based on FSMs”, Proc. of the International Conference on Consumer Electronics, Communications and Networks, Vol.5, pp.3823-3826, 2011.
38.    Shihang Zhang, Yuesheng Zhu, Lai-man Po, “A New Depth-Aided Multidirectional Disocclusion Restoration Method for Depth-Image-Based Rendering,” The 3rd International Conference on Information Technology and Computer Science (ITCS 2011), 2011.
39.    Lai-man Po, Shihang Zhang, Xuyuan Xu, Yuesheng Zhu, “A new multidirectional extrapolation hole-filling method for depth-image-based rendering,” 2011 IEEE International Conference on Image Processing (ICIP 2011),Belgium, 2011.
40.    Lai-man Po, Xuyuan Xu, Yuesheng Zhu, Shihang Zhang, Kwok-Wai Cheung, Chi-Wang Ting, "Automatic 2D-to-3D Video Conversion Technique based on Depth-from-Motion and Color Segmentation," Proceeding of 2010 IEEE 10th International Conference on Signal Processing, Vol. II, pp. 1000-1003, 2010.
41.    Liwei Zhang, Yuesheng Zhu, Lai-Man Po, “A Novel Watermarking Scheme with Compensation in Bit-Stream Domain for H.264/AVC,” Proc of IEEE ICASSP-2010, Dallas, USA, pp.1758-1761.
42.    Yating Wu, Waiki Wong, Shuhung Leung, Yuesheng Zhu, “A Suboptimal Modified Code Tracking Loop for Synchronous DS-CDMA Systems”, Proc of IEEE Vehicular Technology Conference (VTC’09-Spring), Barcelona, Apr. 2009.


近年团队申请的专利与软件著作权(2014年以来):
1.  朱跃生,孙波,罗桂波,郭标,刘熙尧,“生物体存活个数检测方法及装置”,申请号:201410136763.9 (实审)。
2.  朱跃生,莫志威,翁振宇,徐之刚,战立飞,邢晓媚,罗桂波,“投影式阅读中实现交互的方法和系统”,申请号:201410244485.9 (实审)。
3.  朱跃生,翁振宇,邢晓媚,范依,“二维码认证方法和系统”,申请号:201410244532.X (实审)。
4.  朱跃生,罗桂波,张立明,“虚拟视点视频、图像的空洞填充方法、装置和终端”,申请号:PCT/CN2016/083746。
5.  基于云计算的校园移动互联网应用平台,登记号:2016SR094021。

 


对计划招收博士/硕士研究生的基本要求:
1) 专业范围:计算机应用技术, 电子与通信工程, 通信与信息系统, 电子科学与技术;
2) 中文能力强优先,英语6级;
3) 数学能力强优先。

北京大学通信与信息安全实验室