所属研究所、院系:
先进网络与计算系统研究所

职称:
副教授

E-mail:
wuhejun{\at}mail.sysu.edu.cn

办公地点:
中山大学数据科学与计算机学院南楼（管理学院楼）D501




教师简介:
吴贺俊，副教授，香港科技大学博士、博士后；香港理工大学博士后。在机器人感知网络、机器人集群协同、传感器视觉定位感知和感知大数据分析方面开展了深入的研究工作。研究成果发表在IEEE IoT、 TPDS、TWC、TKDE、TCSVT、 TIP、TC、ACM TWEB、IEEE INFOCOM、PERCOM、WCNC、ICDCS、BigCom、BigData等顶级期刊和重要国际会议上发表论文30余篇，主持和参与国家自然科学基金、国家重点研发项目、广东省重大科技专项、广东省重点实验室的大数据和教育部重点实验室的机器人项目等。

研究领域:
机器智能与机器学习、智能物联网、机器人

海外经历:
2007: 美国匹兹堡大学?访问****

获奖及荣誉:
2011: IEEE WCNC Best Paper

科研项目:
?
广州市民生科技项目“基于农业物联网的大数据平台”，吴贺俊（主持），2020.1-2023.12， 主持 ? 100万。
国家自然基金面上项目“大规模异构传感网络复杂事件监测分析关键技术研究”（**），吴贺俊（主持），2017.1-2020.12，本人主持。?
国家重点研发计划高性能计算重点专项 “基于国家高性能计算环境的教育实践平台”（2016YEB**） 吴贺俊（项目骨干，第三申请人）2016.1 －2020.12。
国家重点研发计划项目“面向E级计算机的大型流体机械并行计算软件系统及示范” （2016YFB**） 吴贺俊（参与）， 2016.1 －2020.12。

教授课程:
2020：
高等代数： 第一章（课件? 复习）?第二章（课件? 复习）第三章（课件? 复习）?第四章（课件? 复习?）第五章（课件? ）?第六章（课件? ）第七章（课件? ）
《人工智能原理》
省级在线课程 ?《强化学习与实践》?
研究生课程《智能科学与技术》
2019：?
高等代数
2018：
随机过程
2017:
概率论与数理统计
高等代数

代表性论著:
授权专利：
[1]《一种无线传感器网络节点定位检测方法》 发明（设计）人：吴贺俊;丁奥。专利类型：发明，专利号：9.2
[2]《一种基于SEHM特征图序列的动作识别方法》 发明（设计）人：吴贺俊;李嘉豪。专利类型：发明，专利号：3.5
[3]《一种智能终端上的人工智能自然语言运行系统》 发明（设计）人：吴贺俊;欧展飞;刘伟伟;赵勇健;叶浩荣。专利类型：发明，专利号：9.6
[4]《一种智能酒柜系统的实现方法》 发明（设计）人：吴贺俊;赖子舜;洪福强。专利类型：发明，专利号：4.X
[5]?《基于物联网的快递追踪派送方法》 -发明（设计）人：吴贺俊;赖子舜；洪福强 。专利类型：发明，专利号：6.9
[6]?《基于传感信息及目标追踪的多模信息系统及其融合方法》发明（设计）人：吴贺俊; 洪福强,? 2015.9.2-2019.5.9, 专利类型：发明，专利号：CN5.6
发表论文：
2020
[j20]?Hejun?Wu,?Xinchuan?Huang,?Qiong?Luo,?“PPD:?A?Scalable?and?Ef?cient?Parallel?Primal-Dual?Coordinate?Descent?Algorithm?,”?in?IEEE?Transactions?on?Knowledge?and?Data?Engineering (TKDE??10.1109 / TKDE.2020.**),? 2020.?SCI顶级期刊，CCF-A??
[j19] Hejun Wu, Zhongheng Yang, Jiannong Cao, Liqian Lai, "TRiForm: Formation Control for Underwater Sensor Networks with Measurement Errors," in IEEE Transactions on Vehicular Technology, (10.1109/TVT.2020.**), 2020.??SCI顶级期刊
[j18] Hejun Wu, Rong Gao, Yeong Poh Sheng, Bo Chen, and Shuo Li, SDAE-GAN: Enable High-dimensional Pathological Images in Liver Cancer Survival Prediction with a Policy Gradient Based Data Augmentation Method, Medical Image Analysis, (10.1016/j.media.2020.101640), 2020.??SCI顶级期刊
[c20]?Hejun Wu, Baiyun Xu, Jiannong Cao, Yongkang Wang, Zhongheng Yang, "FlagLoc: Localization Using a Flag for Mobile Wireless Sensor Networks with Measurement Errors", SECON 2020. CCF-B?国际会议
2019
[j17]?Feng Zhou, Yushi Li, Hejun Wu, Zhimin Ding , and Xiying Li, ProLo: Localization via Projection for Three-Dimensional Mobile Underwater Sensor Networks Sensors?2019,?19(6), 1414;??https://doi.org/10.3390/s**
[j16] Hejun Wu ; Zhimin Ding; Jiannong Cao, GROLO: Realistic Range-based Localization for Mobile IoTs through Global Rigidity, IEEE Internet of Things Journal, DOI:10.1109/JIOT.2019.**?
[j15] Guanbin Li,?Yukang Gan,?Hejun Wu,?Nong Xiao,?Liang Lin: Cross-Modal Attentional Context Learning for RGB-D Object Detection.?IEEE Trans. Image Processing?28(4):?1591-1601?(2019)?
2018
[j14] Hejun Wu, Zhenye Huang, Biao Hu, Zhi Yu, Xiying Li, Min Gao, Zhong Shen: Real-Time Continuous Action Recognition Using Pose Contexts With Depth Sensors. IEEE Access 6: 51708-51720 (2018)?
[j13] Guanbin Li, Yukang Gan, Hejun Wu, Nong Xiao, Liang Lin: Cross-Modal Attentional Context Learning for RGB-D Object Detection. CoRR abs/1810.12829(2018) 2017
2017
?[j12] Hejun Wu, Ding Ao, Weiwei Liu, Lvzhou Li, Zheng Yang, "Triangle Extension: Efficient Localizability Detection in Wireless Sensor Networks", IEEE Trans. on Wireless Communications, vol. 16, no. 11, 2017, pp. 7419-7431.
[j11]Chenglong Li, Xiao Wang, Lei Zhang, Jin Tang, Hejun Wu, Liang Lin: Weighted Low-Rank Decomposition for Robust Grayscale-Thermal Foreground Detection. IEEE Trans. Circuits Syst. Video Techn. 27(4): 725-738 (2017).
[c19] Jiahao Li , Hejun Wu, Xinrui Zhou, “PeMapNet: Action Recognition from Depth Videos Using Pyramid Energy Maps on Neural Networks”, ICTAI 2017.
2016
[j10]? Na Yu, Yongjian Zhao, Qi Han, Weiping Zhu, Hejun Wu: Identification of Partitions in a Homogeneous Activity Group Using Mobile Devices. Mobile Information Systems 2016: **:1-**:14 (2016)
[j9]??? Hejun Wu, Jiannong Cao, Xiaopeng Fan: Dynamic collaborative in-network event detection in wireless sensor networks. Telecommunication Systems 62(1): 43-58 (2016)
[j8]??? Huanhuan Wu, James Cheng, Yiping Ke, Silu Huang, Yuzhen Huang, Hejun Wu: Efficient Algorithms for Temporal Path Computation. IEEE Trans. Knowl. Data Eng. 28(11): 2927-2942 (2016)
[c18] Cheng Chen, Hejun Wu, Dyce Jing Zhao, Da Yan, James Cheng: SGraph: A Distributed Streaming System for Processing Big Graphs. BigCom 2016: 285-294
2015
[c17]? Huanhuan Wu, James Cheng, Yi Lu, Yiping Ke, Yuzhen Huang, Da Yan, Hejun Wu: Core decomposition in large temporal graphs. Big Data 2015: 649-658
2014
[j7]??? Wenzheng Xu, Weigang Wu, Hejun Wu, Jiannong Cao, Xiaola Lin: CACC: A Cooperative Approachto Cache Consistency in WMNs. IEEE Trans. Computers 63(4): 860-873 (2014)
2013
[j6]??? Weigang Wu, Jiannong Cao, Hejun Wu, Jingjing Li: Robust and dynamic data aggregation in wireless sensor networks: A cross-layer approach. Computer Networks 57(18): 3929-3940 (2013)
[j5]??? Weifeng Su, Hejun Wu, Yafei Li, Jing Zhao, Frederick H. Lochovsky, Hongmin Cai, Tianqiang Huang: Understanding query interfaces by statistical parsing. TWEB 7(2): 8 (2013)
2012
[j4] Wenwei Xue,?Qiong Luo,?Hejun Wu:?Pattern-based event detection in sensor networks.?Distributed and Parallel Databases 30(1): 27-62 (2012)
[c14] Weigang Wu,?Haiqing Liu,?Hejun Wu:?RES: A Robust and Efficient Snapshot Algorithm for Wireless Sensor Networks.?ICDCS Workshops 2012: 231-236
[c13] Weigang Wu,?Jiannong Cao,?Hejun Wu,?Jingjing Li:?Robust and Dynamic Data Aggregation in Wireless Sensor Networks: A Cross-Layer Approach.?UIC/ATC 2012: 306-313
?
2011
[c12] Wenzheng Xu,?Weigang Wu,?Hejun Wu,?Jiannong Cao:?A Cooperative Approach to Cache Consistency Maintenance in Wireless Mesh Networks.?ICPADS 2011: 512-519
[c11] Xuefeng Liu,?Jiannong Cao,?Steven Lai,?Chao Yang,?Hejun Wu,?Youlin Xu:?Energy efficient clustering for WSN-based structural health monitoring.?INFOCOM 2011: 2768-2776
[c10] Binbin Zhou,?Jiannong Cao,?Hejun Wu:?Adaptive Traffic Light Control of Multiple Intersections in WSN-Based ITS.?VTC Spring 2011: 1-5
[c9] Hejun Wu,?Jiannong Cao,?Xuefeng Liu,?Yang Liu:?Dual-Mote: A Sensor Network testbed for high rate sensing-transmission and runtime evaluation.?WCNC 2011: 2048-2053 （最佳论文奖）
2010
[j3] Jiannong Cao,?Hejun Wu,?Xuefeng Liu,?Yi Lai:?iSensNet: an infrastructure for research and development in wireless sensor networks.Frontiers of Computer Science in China 4(3): 339-353 (2010)
[j2] Hejun Wu,?Qiong Luo:?Adaptive holistic scheduling for query processing in sensor networks.?J. Parallel Distrib. Comput. 70(6): 657-670 (2010)
[c8] Binbin Zhou,?Jiannong Cao,?Xiaoqin Zeng,?Hejun Wu:?Adaptive Traffic Light Control in Wireless Sensor Network-Based Intelligent Transportation System.?VTC Fall 2010: 1-5
[–]?2000 – 2009
?
2009
[c7] Hejun Wu,?Qiong Luo,?Jianjun Li,?Alexandros Labrinidis:?Quality aware query scheduling in wireless sensor networks.?DMSN 2009
2007
[j1] Hejun Wu,?Qiong Luo,?Pei Zheng,?Lionel M. Ni:?VMNet: Realistic Emulation of Wireless Sensor Networks.?IEEE Trans. Parallel Distrib. Syst. 18(2): 277-288 (2007)
[c6] Qiong Luo,?Hejun Wu:?System design issues in sensor databases.?SIGMOD Conference 2007: 1182-1185
[c5] Hejun Wu,?Qiong Luo:?Supporting Adaptive Sampling in Wireless Sensor Networks.?WCNC 2007: 3442-3447
2006
[c4] Hejun Wu,?Qiong Luo,?Wenwei Xue:?Distributed Cross-Layer Scheduling for In-Network Sensor Query Processing.?PerCom 2006: 180-189
2004
[c3] Qiong Luo,?Lionel M. Ni,?Bingsheng He,?Hejun Wu,?Wenwei Xue:?MEADOWS: modeling, emulation, and analysis of data of wireless sensor networks.?DMSN 2004: 58-67
[c2] Wenwei Xue,?Bingsheng He,?Hejun Wu,?Qiong Luo:?The HKUST Frog Pond - A Case Study of Sensory Data Analysis.?NPC 2004: 551-558
[c1] Hejun Wu,?Qiong Luo,?Pei Zheng,?Bingsheng He,?Lionel M. Ni:?Accurate Emulation of Wireless Sensor Networks.?NPC 2004: 576-583