吳賀俊，男，博士，中山大學數據科學與計算機學院副教授，研究成果發表在IEEE IoT、 TPDS、TWC、TKDE、TCSVT、 TIP、TC、ACM TWEB、IEEE INFOCOM、PERCOM、WCNC、ICDCS、BigCom、BigData等頂級期刊和重要國際會議上發表論文30餘篇，主持和參與國家自然科學基金、國家重點研發項目、廣東省重大科技專項、廣東省重點實驗室的大數據和教育部重點實驗室的機器人項目等。
基本介紹
- 中文名：吳賀俊
- 職業：教師
- 畢業院校：香港科技大學
- 學位/學歷：博士
- 職稱：副教授
人物經歷,研究領域,獲獎記錄,科研項目,教授課程,代表性論著,已授權專利,發表論文,
人物經歷
香港科技大學博士、博士後；香港理工大學博士後。在機器人感知網路、機器人集群協同、感測器視覺定位感知和感知大數據分析方面開展研究工作。
研究領域
研究方向是機器感知與學習，主要研究如何套用機器學習解決機器人集群和智慧型物聯網等領域的科學問題。
獲獎記錄
2011年IEEE WCNC Best Paper
科研項目
- 國家自然基金面上項目“大規模異構感測網路複雜事件監測分析關鍵技術研究”（61672552），吳賀俊（主持），2017.1-2020.12，本人主持。
- 國家重點研發計畫高性能計算重點專項 “基於國家高性能計算環境的教育實踐平台”（2016YEB0201900） 吳賀俊（項目骨幹，第三申請人）2016.1 －2020.12。
- 國家重點研發計畫項目“面向E級計算機的大型流體機械並行計算軟體系統及示範” （2016YFB0200900） 吳賀俊（參與）， 2016.1 －2020.12。
教授課程
2018：
高等代數、隨機過程
2017：
機率論與數理統計、高等代數
代表性論著
已授權專利
[1]《一種智慧型終端上的人工智慧自然語言運行系統》 發明（設計）人：吳賀俊;歐展飛;劉偉偉;趙勇健;葉浩榮。專利類型：發明，專利號：201210289969.6
[2]《一種智慧型酒櫃系統的實現方法》 發明（設計）人：吳賀俊;賴子舜;洪福強。專利類型：發明，專利號：201410041934.X
[3]《基於物聯網的快遞追蹤派送方法》 -發明（設計）人：吳賀俊;賴子舜；洪福強 。專利類型：發明，專利號：201410182746.9
[4]《基於感測信息及目標追蹤的多模信息系統及其融合方法》發明（設計）人：吳賀俊; 洪福強, 2015.9.2-2019.5.9, 專利類型：發明，專利號：CN201510234035.6
發表論文
2019
[j17]Feng Zhou, Yushi Li, Hejun Wu, Zhimin Ding , and Xiying Li, ProLo: Localization via Projection for Three-Dimensional Mobile Underwater Sensor Networks Sensors2019,19(6), 1414;
[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.2019.2895127
[j15] Guanbin Li,Yukang Gan,Hejun Wu,Nong Xiao,Liang Lin: Cross-Modal Attentional Context Learning for RGB-D Object Detection.IEEE Trans. Image Processing28(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: 3545327:1-3545327:14 (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
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
