纪雯  研究员  

研究方向:

所属部门:智能处理器研究中心、处理器芯片重点实验室

导师类别:博导计算机应用技术

联系方式:jiwen@ict.ac.cn

个人网页:http://rcpc.ict.ac.cn/WenJi

简       历:

纪雯,博士、研究员、博士生导师。2007年进入中国科学院计算技术研究所从事博士后研究,出站后继续留所从事研究工作,先后任助理研究员(2009)、副研究员(2010)、研究员(2017)。2009年到香港理工大学、2014年和2018年到美国普林斯顿大学进行学术访问。研究方向为视觉处理器和多媒体系统,包括高性能视觉处理器、多媒体端边云计算系统、视觉编码与传输、智能多媒体计算、低碳计算、媒体经济学、优化理论与方法等。主持承担过国家重点研发计划课题2项、国家自然科学基金3项、北京市自然科学基金重点专项1项、北京市自然科学基金3项等多项科研项目的研究。在国际相关领域著名期刊(IEEE TMC, IEEE TMM, IEEE WC等)和会议发表论文100余篇,授权30余项国家发明专利,主持制定了3项企业标准、参与制定了1项国家标准、组织并参与制定了1项团体标准及1项国际标准。研究成果获得2023年第二届中国西部巾帼科技创新大赛金奖,2017年中国计算机学会科学技术奖技术发明奖,2015年、2016年连续两年获北京市科学技术奖,2016年中国专利优秀奖等,研究成果在相关单位获得重要应用。研究成果还获得国际期刊IJCS2021年度最佳论文奖,国际会议ISPA2020杰出论文奖,国际会议Platcon2015和GameNets2014最佳论文奖等。纪雯研究员是全国专业标准化技术委员会TC28/SC42人工智能标准化技术委员会和TC352中文新闻信息标准化技术委员会委员、IEEE高级会员、中国计算机学会高级会员、IEEE Digital Retina Systems Working Group (3161 WG)工作组 Vice Chair副组长、新一代人工智能产业技术创新战略联盟AI标准工作组数字视网膜系统专题组联合组长,担任过多个国际知名期刊的Guest/Associate Editor。

国科大个人网页:https://people.ucas.edu.cn/~jiwen

2017年10月— 今:中国科学院计算技术研究所,研究员

2018年10月— 2018年11月:美国普林斯顿大学,访问学者

2014年02月— 2015年02月:美国普林斯顿大学,访问学者

2010年10月— 2017年09月:中国科学院计算技术研究所,副研究员

2009年12月— 2010年09月:香港理工大学,访问学者

2009年07月— 2010年09月:中国科学院计算技术研究所,助理研究员

2007年01月— 2009年07月:中国科学院计算技术研究所,博士后

2002年03月— 2006年12月:西北工业大学,通信与信息系统专业,博士生

2000年09月— 2003年04月:西北工业大学,通信与信息系统专业,硕士生


主要论著:

部分期刊文章:

[J1] Zheming Yang, Wen Ji*, and Zhi Wang, "Adaptive joint configuration optimization for collaborative inference in edge-cloud systems", SCIENCE CHINA Information Sciences, vol.67, no.4, pp.149103:1-149103:2, 2024. 

[J2] Mingxuan Liand Wen Ji*, "Lightweight Multiattention Recursive Residual CNN-Based In-Loop Filter Driven by Neuron Diversity", IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), vol.33, no.11, pp.6996-7008, Nov.2023.

[J3]Zheming Yang, Dieli Hu, Qi Guo, Lulu Zuo, and Wen Ji*, "Visual E2C: AI-Driven Visual End-Edge-Cloud Architecture for 6G in Low-Carbon Smart Cities", IEEE Wireless Communications(IEEE WC), vol.30, no.3, pp.204-210, Jun. 2023.

[J4]Wen Ji, Lingyu Duan, Xi Huang, and Yueting Chai, "Astute Video Transmission for Geographically Dispersed Devices in Visual IoT Systems", IEEE Transactions on Mobile Computing(IEEE TMC), vol.21, no.2, pp.448-464, Feb.2022.

[J5]Wen Jiand H. Vincent Poor, "Risk Optimization for Revenue-Driven Wireless Video Broadcasting Systems: A Copula-Based", IEEE Transactions on Multimedia(IEEE TMM), vol.23, no.6, pp.1757-1771, Jun. 2021.

[J6]Zheming Yang, Bing Liang, and Wen Ji*, "An Intelligent End-Edge-Cloud Architecture for Visual IoT Assisted Healthcare Systems", IEEE Internet of Things Journal(IEEE IoT), vol.8, no.23, pp.16779-16786, Dec.2021.

[J7]Wen Jiand Wenwu Zhu,"Profit Maximization for Sponsored Data in Wireless Video Transmission Systems", IEEE Transactions on Mobile Computing(IEEE TMC),vol.19, no.8, pp.1928-1942, May 2020.

[J8]Wen Ji, Bing Liang, Yuqin Wang, Rui Qiu, and Zheming Yang, "Crowd V-IoE: Visual Internet of Everything Architecture in AI-Driven Fog Computing", IEEE Wireless Communications(IEEE WC), vol.27, no.2, pp.51-57,Apr.2020.

[J9]Wen Ji, Jingce Xu, Hexiang Qiao, Mengdi Zhou, and Bing Liang, "Visual IoT: Enabling Internet of Things Visualization in Smart Cities", IEEE Network(IEEE Netw), vol.33, no.2, pp.102-110, Mar.2019.

[J10]Wen Ji, Xiangyang Ji,and Yiqiang Chen, "Feedback-Free Binning Design for Mobile Wyner-Ziv Video Coding: An Operational Duality between Source Distortion and Channel Capacity", IEEE Transactions on Mobile Computing(IEEE TMC), vol.16, no.6, pp.1615-1629, Jun. 2017.

[J11]Wen Ji, Yingying Chen, Min Chen, Bo-Wei Chen, Yiqiang Chen, and Sun-Yuan Kung, "Profit Maximization through Online Advertising Scheduling for a Wireless Video Broadcast Network", IEEE Transactions on Mobile Computing(IEEE TMC), vol.15, no.8, pp.2064-2079, Aug. 2016.

[J12]Wen Ji, Bo-Wei Chen, Xiangdong Wang, Haiyong Luo, Mucheol Kim, and Yiqiang Chen, "Cross-Layer Opportunistic Scheduling for Device-to-Device Video Multicast Services", ACM Transactions on Embedded Computing Systems(ACMTECS), vol.15, no. 2, pp.37:1-37:18, Feb. 2016.

[J13]Wen Ji, Bo-Wei Chen, Yiqiang Chen, and Sun-Yuan Kung, "Profit Improvement in Wireless Video Broadcasting System: A Marginal Principle Approach",IEEE Transactions on Mobile Computing(IEEE TMC), vol.14, no.8, pp.1659-1671, Aug. 2015.

[J14]Wen Ji, Pascal Frossard, Bo-Wei Chen, and Yiqiang Chen, "Profit Optimization for Wireless Video Broadcasting Systems Based on Polymatroidal Analysis", IEEE Transactions on Multimedia(IEEE TMM), vol.17, no.12, pp.2310-2327, Dec. 2015.

[J15]Wen Ji, Pascal Frossard, and Yiqiang Chen, "EXIT-based Side Information Refinement in Wyner-Ziv Video Coding", IEEE Transactions on Circuits and Systems for Video Technology(IEEE TCSVT), vol.24, No.1, pp.141-156, Jan. 2014.

[J16]Wen Ji, Zhu Li, and Yiqiang Chen, "Joint Source-Channel Coding and Optimization for Layered Video Broadcasting to Heterogeneous Devices", IEEE Transactions on Multimedia(IEEE TMM), vol.14 no.2, pp.443-455, Apr. 2012.

[J17]Wen Ji, Jiangchuan Liu, Min Chen, and Yiqiang Chen, "Power-efficient Video Encoding on Resource-limited Systems: A Game-theoretic", Future Generation Computer System(FGCS), vol.28, no.2, pp.427-436. Feb. 2012.

[J18]Wen Ji, Min Chen, JongHyuk Park, Naixue. Xiong, and Yiqiang Chen, "Distributed Video Coding: An Overview of Basics, Research Issues and Solutions", International Journal of AD Hoc and Ubiquitous Computing(IJAHUC), vol.9, No.4, pp.258-271, May 2012.

[J19]Wen Ji, Min Chen, Xiaohu Ge, Peng Li, and Yiqiang Chen, "A Perceptual Macroblock Layer Power Control for Energy Scalable Video Encoder Based on Just Noticeable Distortion Principle", Journal of Network and Computer Applications(JNCA), vol.34, no.5, pp.1489-1497. Sept. 2011.

[J20]Wen Ji, Min Chen, Xiaohu Ge, Peng Li, and Yiqiang Chen, "ESVD: An Integrated Energy Scalable Framework for Low Power Video Decoding Systems", EURASIP Journal on Wireless Communications and Networking(EJWCN), no.5, pp.1–13, Jul.2010.

[J21]Liang Xiao, Xiaozhen Lu, Tangwei Xu, Xiaoyue Wan, Wen Ji, and Yanyong Zhang, "Reinforcement Learning-Based Mobile Offloading for Edge Computing Against Jamming and Interference", IEEE Transactions on Communications(IEEE TC), vol.68, no.10, pp.6114-6126, Oct.2020.

[J22]Qi Guo, Bo-Wei Chen, Seungmin Rho, Wen Ji, Feng Jiang, Xianyang Ji, and Sun-Yuan Kung, "Efficient Divide-and-Conquer Classification Based on Parallel Feature-Space Decomposition for Distributed Systems",IEEE Systems Journal(IEEE SJ), vol.12, no.2, pp.1492-1498, Jun.2018.

[J23]Bo-Wei Chen, Wen Ji, and Seungmin Rho, "Geo-Conquesting Based on Graph Analysis for Crowdsourced Metatrails from Mobile Sensing", IEEE Communications Magazine(IEEE CM), vol. 55, no.1, pp. 92-97, Jan. 2017.

[J24]Kai Lin, Wenjian Wang, Xianbin Wang, Wen Ji, and Jiafu Wan, "QoE-driven Spectrum Assignment for 5G Wireless Networks Using SDR", IEEE Wireless Communications(IEEE WC), vol.22, No.6, pp.48-55, Dec. 2015.

[J25]Bo-Wei Chenand Wen Ji, "Intelligent Marketing in Smart Cities: Crowdsourced Data for Geo-Conquesting", IT Professional, vol.18, no.4, pp.18-24, 2016.

[J26]Kai Lin, Jeungeun Song, Jiming Luo, Wen Ji, M. Shamim Hossain,and Ahmed Ghoneim, "Green Video Transmission in the Mobile Cloud Networks", IEEE Transactions on Circuits and Systems for Video Technology(IEEE TCSVT), vol. 27, no. 1, pp.159-169, Jan. 2017.

[J27]Chih-Hung Chou, Ta-Wen Kuan, Shovan Barma, Bo-Wei Chen, Wen Ji, Chih-Hsiang Peng, and Jhing-Fa Wang, "A New Binary-Halved Clustering Method and ERT Processor for ASSR System", IEEE Transactions on Very Large Scale Integration (VLSI) Systems(IEEE TVLSI), vol. 24, no.5, pp.1871-1884, May 2016.

[J28]Chung-Hsien Chang, Shi-Huang Chen, Bo-Wei Chen, Wen Ji, K. Bharanitharan, and Jhing-Fa Wang, "Fixed-Point Computing Element Design for Transcendental Functions and Primary Operations in Speech Processing", IEEE Transactions on Very Large Scale Integration (VLSI) Systems(IEEE TVLSI), vol. 24, no.5, pp.1993-1997, May 2016.

[J29]Shovan Barma, Bo-Wei Chen, Wen Ji, Seungmin Rho, Chih-Hung Chou, and Jhing-Fa Wang, "Detection of the Third Heart Sound Based on Nonlinear Signal Decomposition and Time-Frequency Localization", IEEE Transactions on Biomedical Engineering(IEEE TBE), vol. 63, no.8, pp.1718-1727, Aug. 2016.

[J30]Meiyu Huang, Yiqiang Chen, Wen Ji, and Chunyan Miao, "Accurate and Robust Moving Object Segmentation for Telepresence System", ACM Transactions on Intelligent Systems and Technology(ACM TIST), vol. 6, no. 2, pp.1-17, May 2015.

[J31]Shovan Barma, Bo-Wei Chen, Wen Ji, Feng Jiang, and Jhing-Fa Wang, "Measurement of Duration, Energy of Instantaneous Frequencies, and Splits of Subcomponents of the Second Heart Sound", IEEE Transactions on Instrumentation and Measurement(IEEE TIM), vol.64, No.7, pp.1958-1967, Jul. 2015.

[J32]Xing Chen, Chenggang Clarence Yan, Cai Luo, Wen Ji, Yongdong Zhang, and Qionghai Dai, "Constructing lncRNA Functional Similarity Network based on lncRNA-disease Associations and Disease Semantic Similarity", Scientific Reports, 5:11338, 2015.

部分会议文章:

[C1] Zheming Yang, Wen Ji*, Qi Guo, and Zhi Wang, "JAVP: Joint-Aware Video Processing with Edge-Cloud Collaboration for DNN Inference", ACM Multimedia, pp.9152-9160, 2023.

[C2] Dieli Hu, Wen Ji*, and Zhi Wang,"Multi-stream Adaptive Offloading of Joint Compressed Video Streams, Feature Streams, and Semantic Streams in Edge Computing Systems",ICME,pp. 996-1001, 2023.

[C3] Jianran Liu, Chang Zhang,and Wen Ji*, "End-to-End Image Compression Through Machine Semantics", IFTC, pp. 1-14, 2023.

[C4]NingzhouLi, ZhemingYang, MingxuanLi and Wen Ji*, "JVAP:A Joint Video Acceleration Processing Architecture for Online Edge System", SMC,pp. 1-6, 2023.

[C5]Linqing Zhai, Zheming Yang, and Wen Ji*, "Understanding Crowd Intelligence in Large-scale Systems:A Hierarchical Binary Particle Swarm Optimization Approach", ISPA, pp. 728-735, 2020.

[C6]Zheming Yang and Wen Ji*, "A Quality-Time Model of Heterogeneous Agents Measure for Crowd Intelligence", ISPA, pp. 1264-1270, 2020.

[C7]Hexiang Qiao,Zheming Yang, Bing Liang, and Wen Ji*, "Crowd Intelligence Empowered Video Transmission in Ultra-low-bandwidth Constrained Circumstances", ISPA, pp. 721-727, 2020.

[C8]Yuqin Wang, Jingce Xu, and Wen Ji*, "An Optimal Coverage Model for the Deployment of IoT Devices in Feature-based Video Transmission Systems", VCIP, pp. 1-4, 2019.

[C9]Yuqin Wang, Jingce Xu, and Wen Ji*, "A Feature-based Video Transmission Framework for Visual IoT in Fog Computing Systems", ANCS, pp. 1-8, 2019.

[C10] Wen Ji, Passcal Frossard, and Yiqiang Chen, "EXIT Chart-based Side Information Refinement for Wyner-Ziv Video Coding", DCC, pp. 209-218, 2012.

[C11] Wen Ji, Zhu Li and Yiqiang Chen, "QoE-based Opportunistic Transmission for VideoBroadcasting in Heterogeneous Circumstance", ACM Multimedia, pp.1029-1032, 2012.

[C12] Wen Jiand Yiqiang Chen, "A Binning Design for Wyner-Ziv Video Coding",DCC,pp.498, 2013.

[C13] Wen Ji and Zhu Li, "Heterogeneous QoS Video Broadcasting with Optimal Joint Layered Video and Digital Fountain Coding", IEEE ICC,pp. 1-6, 2011.

[C14] Wen Ji, Zhu Li, and Yiqiang Chen, "Content-aware Utility-fair Video Streaming in Wireless Broadcasting Networks", IEEE ICIP, pp.145-148, 2011.

[C15] Wen Ji, Zhu Li, and Yiqiang Chen, "Joint Scalable Video and Digital Fountain Coding for Heterogeneous QoS Video Broadcasting", IEEE ICME, pp. 1-6,2011.

[C16] Wen Ji, and Zhu Li, "Joint Layered Video and Digital Fountain Coding for Multi-Channel Video Broadcasting", ACM Multimedia, pp. 1223-1226 ,2010.

[C17] Meiyu Huang, Yiqiang Chen, Wen Ji, Xiaojuan Ma, Jing Zhang, Yuguang Fan, and Lianjun Dai, "CaneFitter: Investigation on Appropriate Cane Selection and Proper Cane Use for the Elderly", ACM Ubicomp, pp.217-220, 2015.

[C18] Meiyu Huang, Yiqiang Chen, Linglin Yin, and Wen Ji, "Ti-Photograph: A Tele-Immersive Photograph system for Distributed Parents and Children", ACM Ubicomp, pp. 259-262, 2013.

[C19] Chao Chen, Wen Ji, Min Chen, and Yiqiang Chen, "Modeling the Hybrid Temporal and Spatial Resolutions Effect for Web Video Quality Evaluation", IEEE GLOBECOM, pp. 1687-1692, 2013.

[C20] Meiyu Huang, Yiqiang Chen, and Wen Ji, "TiPS: A lightweight Tele-immersive Photograph System", IEEE ICME, pp.1-6, 2013.

部分专利:

[P1]纪雯、杨哲铭、王可、陈益强,一种异构物联网中设备协作优化方法及系统,专利号:ZL2021103819096,授权公告日:20231121

[P2]纪雯、杨哲铭、陈益强,基于智能度量的电子政务处理方法及系统,专利号:ZL2021103600411,授权公告日:2023912

[P3]纪雯、李明轩、田港一、刘建然,一种轻量级端云协同的图像编码传输方法及系统,专利号:ZL2021111284755,授权公告日:2023421

[P4]纪雯、刘建然,面向大规模图像存储的认知型软件可调整图像编码装置,专利号:ZL2021111297454,授权公告日:2023411

[P5]纪雯,一种建立网络资源设备图谱的方法及设备图谱的使用方法,专利号:ZL2018113506876,授权公告日:2022614

[P6]纪雯、杨哲铭、陈益强,基于元分析的通用智能度量模型构建方法和系统,专利号:ZL201910381081,授权公告日:2021119

[P7]纪雯、许精策、陈益强,基于5G基站的视频数据处理及传输方法和系统,专利号:ZL2019103649331,授权公告日:202118

[P8]纪雯,软件定义的视频处理系统和处理方法,专利号:ZL2018112344179,授权公告日:20201229

[P9]邢云冰、陈益强、纪雯,一种基于感兴趣区域的视频编码方法及系统,专利号:ZL2019100441971,授权公告日:20201110

[P10]纪雯、汪宇琴,一种用于非人智能体的智能度量方法,专利号:ZL2019105259439,授权公告日:20201020

[P11]纪雯、许精策、李梦楠、周梦迪、陈益强,一种基于视频回放终端的视频回放方法和系统,专利号:ZL2018104576901,授权公告日:20201013

[P12]纪雯、梁冰,一种基于智能定价的群体用户网络选择方法及系统,专利号:ZL201910354948X,授权公告日:202073

[P13]纪雯、陈益强,一种无反馈的分布式视频编解码方法及其系统,专利号: ZL2012103762205,授权公告日:2015422

[P14] 纪雯、陈益强,一种无反馈的优化码率的分布式视频编解码方法及其系统,专利号: ZL2012103761842,授权公告日:2015225

[P15] 纪雯、范东睿、陈益强、张绘国、邢云冰,视频信号编码装置和方法,专利号:ZL201010288777.4,授权公告日:20121121

[P16] 纪雯、陈益强、张绘国、陈磊、邢云冰,一种视频解码装置和方法,专利号:ZL200810114268.2,授权公告日:2012613

[P17] 纪雯、陈益强,一种多处理器视频编码芯片装置和方法,专利号:ZL200810104205.9,授权公告日:2011615

[P18] 纪雯、陈益强、张绘国、邢云冰,一种视频解码装置和方法,专利号:ZL200810247439.9,授权公告日:2011413

[P19] 纪雯、陈益强,一种低密度校验码的编解码装置和方法,专利号:ZL200810057536.1,授权公告日:201062

[P20] 纪雯、陈益强,一种视频编码器及其帧内预测模式选择方法,专利号:ZL200810104103.7,授权公告日:2010224

[P21] 黄美玉、陈益强、纪雯,基于深度传感器的在线视频分割后的处理方法及系统,专利号:ZL2012103953664,授权公告日:2016629

[P22] 陈益强、黄美玉、纪雯,一种自动检测非手势模式的手势分割识别方法及系统,专利号:ZL2012104365458,授权公告日:2016615

[P23] 陈益强、黄美玉、纪雯,基于异构数据融合的传感器协同手势识别方法及系统,专利号:ZL2012103972557,授权公告日: 2016127

[P24] 尹苓琳、陈益强、纪雯,一种用于视频会议的眼神交互方法及系统,专利号:ZL201210519595.2,授权公告日:2015812

[P25] 邢云冰、陈益强、纪雯、张绘国,AVS视频标准中时域直接模式运动矢量的计算方法和装置,专利权号:ZL2010101109395,授权公告日:2011105

[P26] 张绘国、陈益强、纪雯、汤博,一种视频编码中运动矢量搜索方法及装置,专利号:ZL200810105462.4,授权公告日:20101027

[P27] 陈磊、陈益强、纪雯、张绘国,一种视频解码方法和装置,专利号:ZL200810118099.X,授权公告日:2010929

[P28] 陈益强、黄强、纪雯,一种产生视频大纲的方法和系统,专利号:ZL200810104584.1,授权公告日:2010317

参与研制制定的标准:

[S1] 国际标准:IEEE Standard for Protocols and Interfaces of Digital Retina Systems(标准编号:IEEE 3161.9-2023

[S2] 国际标准:IEEE Standard for Digital Retina Systems(标准编号:IEEE 3161-2022

[S3] 国家标准:中文信息分类与代码(标准编号:GB/T 20093-2022

[S4] 团体标准:信息技术 数字视网膜系统第1部分:系统结构和通信协议(标准编号:T/AI 116.1-2021

[S5] 企业标准:电子政务系统智能度量规范(标准编号:Q/SDDW 006-2020

[S6] 企业标准:众智网络系统智能进化规范(标准编号:Q/SDDW 007-2020

[S7] 企业标准:智慧健康体系中的众智智能计算及评估要求(标准编号:Q/SDDW 008-2020

[S8] 企业标准:智能电视服务模式规范(标准编号:Q/XHS JS0041-2015

发表著作:

[B1] 众智科学智能理论与计算方法,科学出版社,ISBN:97870306872892024-011作者


科研项目:

部分主持的项目:

[1] 国家重点研发计划课题,云边端一体化智能计算与存储协同调度及应用示范,课题负责人

[2] 国家重点研发计划课题,众智科学基本原理及其进化,课题负责人

[3] 国家自然科学基金面上项目,基于超图谱理论的复杂环境视频弹性传输方法研究,项目负责人

[4] 国家自然科学基金面上项目,基于对偶原理的异构环境视频传输研究,项目负责人

[5] 国家自然科学基金青年项目,分布式视频编码的关键技术研究,项目负责人

[6] 北京市自然科学基金重点研究专题项目,面向城市轨道交通的视觉端边云协同计算关键技术研究,项目负责人

[7] 北京市自然科学基金面上项目,面向智慧城市的大规模视频端边云协同融合计算关键技术研究,项目负责人 

[8] 北京市自然科学基金面上项目,基于大数据舆情的视频编码与传输关键技术研究,项目负责人

[9] 北京市自然科学基金面上项目,面向异构网络的视频编码与传输关键技术研究,项目负责人


获奖及荣誉:

2023年 国网能源研究院有限公司科学技术进步奖一等奖

2023年 第二届中国西部巾帼科技创新大赛金奖

2021年 国际期刊IJCS年度最佳论文奖

2020年 国际会议ISPA杰出论文奖

2017年 中国计算机学会科学技术奖技术发明一等奖

2016年 北京市科学技术二等奖

2016年 中国专利优秀奖

2015年 北京市科学技术二等奖

2015年 中科院计算所“卓越之星”

2015年 国际会议Platcon最佳论文奖

2014年 国际会议GameNets最佳论文奖

2013年 中国产学研合作创新成果奖