基本介紹
- 中文名：樊玉琦
- 學位/學歷：博士
- 職業：教師
- 專業方向：人工智慧、區塊鏈
- 任職院校：合肥工業大學
個人經歷,主講課程,研究方向,學術成果,榮譽獎項,
個人經歷
2018-2019年於美國University of Texas at Dallas大學做訪問學者，2009年於美國Wright State University大學獲得計算機科學與技術博士學位和MBA學位，於合肥工業大學獲得計算機科學與技術碩士及學士學位。
主講課程
網路協定分析與設計，計算機網路（本碩連讀班），無線感測器網路原理與套用，計算機網路(研究生)，計算機專業英語（研究生）。
研究方向
主要研究領域為人工智慧、區塊鏈、資源分配和最佳化、計算機網路、雲計算、物聯網、無線網路、光網路等。
學術成果
主持縱向課題：
2.面向延遲及能耗最佳化的雲計算數據部署研究，安徽省自然科學基金面上項目，2016-2018.
1.綠色光網路中面向能耗最佳化的路由和波長分配問題的研究，安徽省自然科學基金面上項目，2012-2014.
主持橫向課題：
7.CFETR第一壁部件遙操作維護策略模擬，中科院等離子所合作，項目負責人，2018-2019.
6. 用於EAMA機械臂實現石墨瓦智慧型裝配的軟體開發，中科院等離子所合作，項目負責人，2017-2018.
5. 多功能末端執行器的控制系統集成和控制軟體開發，中科院等離子所合作，2016-2018.
4. 輕型協作機械臂控制、監視和仿真軟體，中科院等離子所合作，2016-2018.
3. 超音波探傷儀上層套用軟體開發，企業委託，2012-2013.
2. 面向海外華商的國際業務拓展管理平台，企業委託，2009-2013.（該軟體已被300餘家海外華商企業使用）
1. 海外旅行社管理軟體，企業委託，2010-2011.（該軟體已被50餘家海外華商企業使用）
主持教研項目：
以實踐能力為導向的全日制專業學位碩士培養研究，合肥工業大學研究生培養質量工程項目，項目負責人，2016-2018
參與縱橫向課題：
3. 普適個性化信息處理基礎理論和方法研究(2009CB326203)，973前期預研.
2. 多源異構數據集成與挖掘的關鍵技術研究(2012AA011005)，863計畫.
1. Towards Scalable Cost-Effective Service and Survivability Provisioning in Ultra High Speed Networks，美國能源部.
[50] Yuqi Fan, Chen Wang, Bei Zhang, Donghui Hu, Weili Wu, Dingzhu Du. “Latency-Aware Data Placements for Operational Cost Minimization of Distributed Data Centers”, International Conference on Database Systems for Advanced Applications (DASFAA 2020). Jeju, South Korea. Accepted.(CCF B)
[49] Yuqi Fan, JingLin Zou, Siyu Liu, Qiran Yin, Xin Guan, Xiaohui Yuan, Weili Wu, Dingzhu Du. “A Blockchain-based Data Storage Framework: A Rotating Multiple Random Masters and Error-Correcting Approach”, Peer-to-Peer Networking and Applications. Accepted.
[48] Shuli Zheng, Lixuan Pan, Donghui Hu, Meng Li, Yuqi Fan. “A Blockchain-Based Trading Platform for Big Data”, The Eighth International Workshop on Security and Privacy in Big Data (BigSecurity 2020), Toronto, Canada, July 6-9, 2020. Accepted.
[47] Yuqi Fan, Bing Yang, Donghui Hu, Xiaohui Yuan, Xiong Xu. Social- and content-aware prediction for video content delivery, IEEE Access. DOI 10.1109/ACCESS.2020.2972920.
[46] Liang Ding, Lunjie Li, Jianghong Han, Yuqi Fan, Donghui Hu. “Detecting Domain Generation Algorithms with Bi-LSTM”, Computers, Materials & Continua. 61(3): 1285-1304, 2019.
[45]Yuqi Fan, Chen Wang, Weili Wu, Taieb Znati and Dingzhu Du. “Slow Replica and Shared Protection: Energy-Efficient and Reliable Task Assignment in Cloud Data Centers”, IEEE Transactions on Reliability. Accepted.
[44]Yuqi Fan, Tao Ouyang. “Reliability-aware Controller Placements in Software Defined Networks”, The 21st IEEE International Conference on High Performance Computing and Communications (HPCC 2019), Zhangjiajie, China, Aug 10-12, 2019.
[43]Yuqi Fan, Liping Tao, Jie Chen. “Associated Task Scheduling based on Dynamic Finish Time Prediction for Cloud Computing”, The 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), Dallas, Texas, USA, July 7-10. (CCF B, Acceptance rate 19.6%)
[42]Yuqi Fan, Liming Wang, Lei Shi, Dingzhu Du. Parallel Multicast Information Propagation Based on Social Influence, 14th International Conference on Algorithms, Systems, and Applications of Wireless Networks, June 24-24, Honolulu, Hawaii, USA. (CCF C)
[41]Donghui Hu, Shengnan Zhou, Qiang Shen, Shuli Zheng, Zhongqiu Zhao, Yuqi Fan. “Digital image Steganalysis based on Visual Attention and Deep Reinforcement Learning”, IEEE ACCESS. Accepted.
[40]Yuqi Fan, Tao Ouyang, Xiaohui Yuan. “Controller Placements for Improving Flow Set-up Reliability of Software-Defined Networks”, International Conference on Urban Intelligence and Applications 2019 (ICUIA 2019), Wuhan, China, May 10-12, 2019.
[39]Yuqi Fan, Jinglin Zou, Siyu Liu, Qiran Yin, Xin Guan, Xiaohui Yuan. A Thin Client Error-Correcting Data Storage Framework based on Blockchain, International Conference on Urban Intelligence and Applications 2019 (ICUIA 2019), Wuhan, China, May 10-12, 2019.
[38]Donghui Hu, Chunya Hu, Yuqi Fan and Xintao Wu. oGBAC--A Group Based Access Control Framework for Information Sharing in Online Social Networks. IEEE Transactions on Dependable and Secure Computing.Accepted. (Early Access 2018).
[37]Donghui Hu, Zhongjin Ma, Yuqi Fan, Shuli Zheng, Dengpan Ye, Lina Wang. Study on the Interaction between the Cover Source Mismatch and Texture Complexity in Steganalysis. Multimedia Tools and Applications
[36]Donghui Hu, Qiang Shen, Shengnan Zhou, Xueliang Liu, Yuqi Fan, Lina Wang, “Adaptive Steganalysis Based on Selection Region and Combined Convolutional Neural Networks”, Security and Communication Networks, Volume 2017 (2017),
[35] Yuqi Fan, Hongli Ding, Lusheng Wang, Xiaojing Yuan, “Green Latency-aware Data Placement in Data Centers”, Computer Networks, 110:46-57, December 2016.
[34] Wenqiang Chen, Lusheng Wang, Yuqi Fan, Hai Lin, Xueli Wei, Efficient Resource Allocation and Interference Management Using Compressive Sensing in Dense Mobile Communication Systems, 8th International Conference on Wireless Communications and Signal Processing (WCSP 2016), Yangzhou, China, October 13-15, 2016. Accepted.
[33] Yuqi Fan, Jie Chen, Lusheng Wang, Xiaomin Zhang, “Energy-efficient and Latency-aware Data Placement for Geo-distributed Cloud Data Centers”, 11th EAI International Conference on Communications and Networking in China (CHINACOM 2016), Chongqing, China, September 24–26,2016.
[32] Yuqi Fan, Yongfeng Xia, Weifa Liang, Xiaomin Zhang, “atency-Aware Reliable Controller Placements in SDNs”, 11th EAI International Conference on Communications and Networking in China (CHINACOM 2016), Chongqing, China, September 24–26,2016.
[31] Donghui Hu, Zhongjin Ma, Zhong-Qiu Zhao, Lina Wang, “A Study of the Two-way Effects of Cover Source Mismatch and Texture Complexity in Steganalysis”, The 15th International Workshop on Digital-forensics and Watermarking (IWDW 2016), Beijing, China, September 17-19, 2016.
[30] Donghui Hu, Xiaotian Zhang, Yuqi Fan, Zhong-Qiu Zhao, Lina Wang, Xintao Wu, Xindong Wu, “On Digital Image Trustworthiness”, Applied Soft Computing. Accepted.
[29] Jiajia Wu, Yuqi Fan, “A Green Latency-aware Data Deployment Algorithm in Data Centers”, Journal of Hefei University of Technology (Natural Science), Vol 39, No. 6, 772-776, June 2016.
[28] Yuqi Fan, Yongfeng Xia, Yuheng Liu, Xiaohui Yuan, “Electricity Cost Management for Cloud Data Centers under Diverse Delay Constraints”, The 3rd IEEE International Conference on Cyber Security and Cloud Computing (CSCloud 2016), Beijing, China, June 25-27, 2016.
[27] Xiaotian Zhang, Donghui Hu, Yuqi Fan, Kui Yu. A Novel Android Malware Detection Method Based on Markov Blanket. 2016 IEEE First International Conference on Data Science in Cyberspace, Workshop on Data Analysis and Security in Smart City Workshop (DASSC), Changsha, China, June 13-16, 2016.
[26] Lusheng Wang, Weiwen, Huang, Yuqi Fan, Xiumin, Wang, Priority-Based Cell Selection for Mobile Equipments in Heterogeneous Cloud Radio Access Networks, 2015 International Conference on Connected Vehicles and Expo (ICCVE), Shenzhen, China, October 19-23, 2015.
[25] Lusheng Wang, Wenqiang Chen, Yuqi Fan, “Performance Evaluation of Dynamic Interference Coordination Algorithms”, 10th EAI International Conference on Communications and Networking in China (ChinaCom 2015), Shanghai, China, August 15–17, 2015.
[24] Yadong Li, Donghui Hu, Yuqi Fan, “Web page forensics: a web spider based approach”, Journal of Harbin Institute of Technology, 21(6):99-103, 2014.
[23] Guofu Zhang, Renzhi Yang, Zhaopin Su, Feng Yue, Yuqi Fan, Meibin Qi, Jianguo Jiang, “Using binary particle swarm optimization to search for maximal successful coalition”, Applied Intelligence, September 2014.
[22] Yuqi Fan, Zhaoming Cai, Tao Zhang, “Greening Optical Networks under Scheduled Traffic Model”, accepted by 13th International Conference on Optical Communications and Networks (ICOCN 2014), Suzhou, Jiangsu, China, November 2014.
[21] Yuqi Fan, Hongli Ding, Donghui Hu, “Green Latency-aware Data Deployment in Data Centers: Balancing Latency, Energy in Networks and Servers”, ACM SIGCOMM workshop on DCC, Poster Presentation, Chicago, Illinois, USA, August 2014.
[20] Shuli Zheng, Hui Che, Yuqi Fan, “WSNs中基於代理機制的移動sink算法”, 電子測量與儀器學報, 27(2), April 2013.
[19] Yuqi Fan, Shuli Zheng, Donghui Hu, Zhengfeng Hou, “Quality-of-Transmission-Aware Scheduling in Dual-Header Optical Burst Switched Networks”, ICETCE 2012, Three Gorges, Hubei, China, May 2012.
[18] Zhengfeng Hou, Mofei Zhu, Yuqi Fan, “Threshold Encryption Scheme Based on ECC without a Trusted Party”, 2011 IEEE International Conference on Information Theory and Information Security (ICITIS2011), Hangzhou, China, November 2011.
[17] Zhengfeng Hou, Xiaole Zhang, Jianghong Han, Yuqi Fan, “Research and improvement of AC-BM algorithm”, 2011 Chinese Conference on Scientific Instrument and Measurement and Control Technology, Beijing, China, October 2011.
[16] Yuqi Fan, Lian Li, and Bin Wang, “Impairment-Aware QoS Provisioning in Dual-Header Optical Burst Switched Networks”, Chinese Optics Letters, 9(7): July 2011.
[15] Yuqi Fan, Lian Li, and Bin Wang, “Impairment-Aware Service Differentiation in Dual-Header Optical Burst Switched Networks”, 2010 Second International Conference on Wireless Networks and Information Systems, Chongqing, China, December 2010.
[14] Shuli Zheng, Yuqi Fan, Lian Li, and Zhengfeng Hou, “Fast Forwarding Node Selection for Wireless Sensor Networks”, 2010 Second International Conference on Wireless Networks and Information Systems, Chongqing, China, December 2010.
[13] Zheng Li, Yuqi Fan, Xianwen Zhao, Qingzhao Zeng and Zhigang Zhang, “Research and Implementation of IRIG-B Decoding Based on eTPU During GPS Time Synchronization”, 2010 Second International Conference on Wireless Networks and Information Systems, Chongqing, China, December 2010.
[12] Yuqi Fan and Bin Wang, “Impairment-Aware Ordered Scheduling in Dual-Header Optical Burst Switched Networks,” Photonic Network Communications, 19(1): 90-102, February 2010.
[11] Yuqi Fan and Bin Wang, “Physical Impairment Aware Scheduling in Optical Burst Switched Networks,” Photonic Network Communications, 18(2): 244-254, October 2009.
[10] Yuqi Fan and Bin Wang, “Exploring Node Light-Splitting Capability for Burst Grooming in Optical Burst Switched Networks,” Photonic Network Communications, 14(2): 209-222, October 2007.
[9] Yuqi Fan and Bin Wang, “Exploring Node Light-Splitting Capability for Burst Grooming in Optical Burst Switched Networks,” Optical Burst/Packet Switching Workshop (Broadnets’2006), Poster Presentation, San Jose, CA, October 2006.
[8] Yuqi Fan, Bin Wang, and Xubin Luo, “Multicast Service Provisioning under a Scheduled Traffic Model in WDM Optical Networks,” the third IASTED International conference on Communications and Computer Networks, Marina del Rey, CA, October 24-26, 2005.
[7] Bin Wang, Tianjian Li, Xubin Luo, Yuqi Fan and Chunsheng Xin, “On Service Provisioning under a Scheduled Traffic Model in Reconfigurable WDM Optical Networks,” Proceedings of IEEE Broadnets’05, Boston MA, October 2005.
[6] Tianjian Li, Xubin Luo, and Yuqi Fan, and Bin Wang, “Traffic Grooming under a Sliding Scheduled Traffic Model in WDM Optical Networks,” Proceedings of IEEE Workshop on Traffic Grooming in WDM Networks, San Jose, CA, October 29, 2004.
[5] Yuqi Fan, Yang Lu, Min Hu, Yi Zhong, “Network Communication in Flight Data Acquisition System Based on LonWorks,” Journal of Hefei University of Technology (Natural Sciences Edition), Vol 25, 1054-1057, October 2003.
[4] Yuqi Fan, Min Hu, Yang Lu, Yi Zhong, “Implementation of Communication between Supervisor and Smart Nodes in LonWorks Network,” Journal of Control & Automation,Vol 21, 63-64, June 2003.
[3] Yang Lu, Zhen Wei, Jianghong Han, Yuqi Fan, “Pattern Match Learning Algorithms for Binary Neural Networks,” Journal of Electronics & Information Technology, Vol.25, 74-79, January 2003
[2] Yuqi Fan, Min Hu, Yang Lu, “Research on Calibration of the Property of Signal Detection Channel,” Journal of Hefei University of Technology (Natural Sciences Edition), Vol 25, 988-991, October 2002.
[1] Yuqi Fan, Defang Wei, “Knowledge-driven Economy and Innovation Education,” Journal of Hefei University of Technology (Social Sciences Edition), Vol 16, 14-17, June 2002.
專利：
[4]一種面向節點請求可靠性的SDN控制器部署方法. ZL2019070201052460.
[3]一種基於網路延遲、伺服器能耗和網路傳輸能耗的數據部署方法. 2013104229941.1
[2]胡東輝, 夏東冉, 李亞東, 樊玉琦. 一種基於三層網頁取證模型的網頁取證系統及其取證方法.國家發明專利. ZL 201410482826.6.
[1]胡東輝,史昕嶺,凌寶紅,夏東冉,蘇兆品,樊玉琦,鄭淑麗.一種細粒度隱私安全的訪問控制系統及其訪問控制方法.ZL 201510145342.7
榮譽獎項
2019年度全國高校區塊鏈大賽優秀指導教師。
2016年度合肥工業大學優秀教師。
2015-2016年度合肥工業大學“三育人”先進個人。
2014年度優秀本科畢業設計指導教師。
2012年度合肥工業大學優秀教師。
2011年度合肥工業大學優秀教師。
