王敬宇,男,北京邮电大学教授,博士生导师,网络与交换技术国家重点实验室-网络智能研究中心,万物有灵IE战队负责人。英文主页:https://jericwang.github.io/
长期关注通信网络与人工智能交叉领域,聚焦人机交互的意图理解与决策问题,建立了自智网络的基础理论与实现框架,取得了包括知识定义网络、智能运维、意图转译、裸手交互、大模型加速、多路径传输等一系列代表性成果。毕业于北京邮电大学获博士学位,入选北京市“青年英才”计划,南京市“紫金山英才”计划,IEEE Senior Member,中国通信学会高级会员,6GANA TG5(智能管控)组长,中国运筹学会智能工业数据解析与优化专业委员会理事,华为智库专家,国家自然科学基金委项目评议专家,国家互联网应急中心和国家电网技术专家等。
作为项目负责人,主持连续四项国家自然科学基金项目和一项国家973计划课题(智慧服务机理与理论),主持北京市自然科学基金以及华为公司、国家互联网应急中心、国家电网、中国移动、美团等企业产业化项目十余项,参与完成“创新团队”、“创新群体”、973和863等多个国家及省部级重大项目。在研的国家自然科学基金项目“面向网联自动驾驶的暂态边缘资源协作机理研究”,建立边缘资源协作的车联网自主决策体系,赋能智能网联汽车与智慧交通。
目前,发表学术论文200余篇,包括IEEE ToN、JSAC、TPDS、TKDE、TDSC等CCF推荐A类期刊以及NSDI、NeurIPS、CVPR、ACL、ICDE等CCF推荐A类会议论文,荣获人工智能顶级会议AAAI 2023年杰出论文奖(Distinguished Papers Award),信息系统顶级期刊IEEE System Journal 2021年最佳论文奖(Best Papers Award),授权国家发明专利五十余项,获批3GPP、IETF、ETSI、CCSA等标准化文稿十余篇,出版《智慧服务云网络》专著,在Openstack社区贡献OPNFV Compass开源代码,牵头主持发布《知识定义的编排与管控》和《知识定义的意图网络》白皮书。担任多个国际学术会议的TPC成员,IEEE GIIS和IEEE VTC会议的Session Chair。带队参加国际知名赛事AITrans、AIOps、ACM MM、SemEval、FGVC、ICCV Hands等获得多项总冠军。
喜欢解决工程中实际疑难问题,发挥产学研用一体化的优势,工程与研究并重,实现了多项新理论成果的规模应用,取得了显著的经济效益和社会效益,荣获中国通信学会科技进步奖一等奖2项和教育部科技进步奖二等奖2项,其中
研发的业务用户行为大数据分析系统,在中国移动手机阅读商业智能、彩铃深度运营等系统中实现了大规模应用;
研发的国际诈骗行为识别与防控系统,在中国移动信息安全中心和国家互联网应急中心实现了应用;
研发的基于机器视觉的仪表识别系统,在中国移动物联网公司和国家电网的机房实现了规模化部署应用;
研发的基于深度学习的菜品图像精细化识别系统,在美食达人小黄圈APP中实现了菜品识别的业界首例商用;
研发的云数据中心的裸机自动发现与部署系统,与华为公司合作突破大规模服务器的操作系统/云管理平台的安装与生命周期管理;
研发的基于知识图谱的生成文本多轮对话系统,与汽车之家合作实现了购车意向导购机器人的业界首例商用;
研发的基于时序指标和日志的智能运维与监控系统,在中国移动和国家电网实现了故障定位与智能派单的首例商用;
研发的知识定义意图网络系统KIN,在中国移动完成了从意图到网络路由、切片多场景任务执行及故障自愈突破;
研发的网络通用日志大模型LogGPT,在华为和中国移动的系统中实现了ChatGPT在垂类日志任务上的跨领域突破;
从教十余年,一线培养博士生30余人/硕士生100余人,主讲"智慧交通与自动驾驶"前沿交叉课程,“软件定义网络技术”和“下一代Internet技术与协议”等计算机专业课。
2016年和2019年两次荣获学院/学校“师德标兵”称号,2018~2023年未来学院/叶培大学院实验班导师;
2017~2022年指导学生获得北京邮电大学研究生“创新创业展”一等奖8项、二等奖6项,指导硕士/博士研究生先后获得十余次国家奖学金;
付霄元博士荣获2019年北京邮电大学优秀博士学位论文,入选2020年博士后创新人才支持计划(博新计划);
任鹏飞博士荣获2023年北京邮电大学优秀博士学位论文,入选2023年博士后基金特别资助(站前);
何波博士荣获2020年和2022年两次国家奖学金,入选2023年博士后创新人才支持计划(博新计划);
多次荣获北京邮电大学优秀硕士学位论文指导教师称号,2023年徐佳庆,2022年黄伟亭,2020年靖宇涵,2020年李家仕;
多次荣获北京市或北京邮电大学优秀本科学位论文指导教师称号,2023年刘俊杰,2022年徐逸辰,2020年李松洋,2016年戈策;
作为指导教师,组队参加国际/全国知名赛事与技术挑战赛,多次获得优异成绩,其中
AITrans2019全球智能网络传输竞赛荣获总决赛总冠军、最佳实战算法奖,全球138支参赛队伍,实际环境下的视频传输PK;
FGVC | Kaggle iMaterialist @IEEE CVPR2019细粒度视觉识别全球顶级挑战赛荣获季军,全球202支参赛队伍,规模最大的商品识别竞赛;
AIOps2019国际智能运维挑战赛荣获季军,多维检测指标异常定位和根因分析,吸引了全球457名选手组成的141支队伍;
2019年“雅典娜杯”数据挖掘大赛获高校创新奖,线上贷款违约预测,邀请赛共70余家单位,361支队伍和870人参赛;
“vGesture:精细化3D手势与VR系统”获2018年/2019年北邮“创新创业展”一等奖,2019年/2021年“互联网+”大赛北京赛区一等奖;全球ICCV Hands榜单第一名;
“MindCamera:所思即所得的图像视频生成工具"和“Insight:电信诈骗和恶意行为识别系统”等项目荣获2021年北邮“创新创业展”一等奖;
“i360:沉浸式全景虚拟交互系统”项目荣获2022年“互联网+”腾讯企业赛道一等奖,首次实现面向元宇宙的VR/AR虚拟增强现实场景系统。
2022年第二十四届中国机器人及人工智能大赛全国总决赛“百度Apollo城市道路自动驾驶虚拟仿真赛”荣获全国一等奖。
回归科学技术本源,坚持系统级创新,欢迎关注团队最新的学术进展,请参考“科学研究”->"论文成果",希望对本领域技术进步有所推动,欢迎多多引用我们的论文。
CCF-A类会议
[1]Jiashi Li, Qi Qi, Jingyu Wang*, Ce Ge, Zhangzhang Yue, Haifeng Sun, “OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) [CCF A], Long Beach, USA, Jun. 2019. [Paper], [Code], 神经网络压缩
[2]Weiting Huang, Pengfei Ren, Jingyu Wang*, Qi Qi, Haifeng Sun, “AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation,” AAAI Conference on Artificial Intelligence (AAAI) [CCF A], New York, USA. Feb. 2020. [Paper], [Code], 手势姿态估计
[3]Chunning Du, Haifeng Sun, Jingyu Wang*, Qi Qi and Jianxin Liao, “Adversarial and Domain-Aware BERT for Cross-Domain Sentiment Analysis,” Annual Meeting of the Association for Computational Linguistics (ACL) [CCF A], Seattle, USA, Jul. 2020. [Paper], 语义情感识别
[4]Guojun Chu, Jingyu Wang*, Qi Qi, Haifeng Sun, Shimin Tao, Jianxin Liao, “Prefix-Graph: A Versatile Log Parsing Approach Merging Prefix Tree with Probabilistic Graph,” The annual IEEE International Conference on Data Engineering (ICDE) [CCF A], Chania, Crete, Greece, Apr. 2021. [Paper], 通用日志解析
[5]Jiaqing Xu, Haifeng Sun, Qi Qi, Jingyu Wang∗,Ce Ge, Lejian Zhang, Jianxin Liao, "DLA-Net for FG-SBIR: Dynamic Local Aligned Network for Fine-Grained Sketch-Based Image Retrieval," ACM Multimedia (MM) [CCF A], Chengdu, China, Oct. 2021. [Paper], 精细草图检索
[6]Gao Lei, Wang Yulong, Liu Tongcun, Wang Jingyu, Zhang Lei, Liao Jianxin. "Question-driven span labeling model for aspect–opinion pair extraction," AAAI Conference on Artificial Intelligence (AAAI)[CCF A], Virtual Event, 2021. [Paper], 问答机器理解
[7]Bing Ma, Cao Liu, Jingyu Wang∗, Shujie Hu, Fan Yang, Xunliang Cai, Guanglu Wan, Jiansong Chen, Jianxin Liao: "Distant Supervision based Machine Reading Comprehension for Extractive Summarization in Customer Service." ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) [CCF A], 2021: 1895-1899. [Paper], [Code], 机器阅读理解
[8]Pengfei Ren, Haifeng Sun, Jiachang Hao, Jingyu Wang∗, Qi Qi, Jianxin Liao: "Mining Multi-View Information: A Strong Self-Supervised Framework for Depth-based 3D Hand Pose and Mesh Estimation." IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)[CCF A] 2022: 20523-20533, [Paper], [Video], [Code], 自监督姿态估计
[9]Pengfei Ren, Yuchen Chen, Jiachang Hao, Haifeng Sun, Qi Qi, Jingyu Wang∗, Jianxin Liao, “Two Heads are Better than One: Image-Point Cloud Network for Depth-Based 3D Hand Pose Estimation,” AAAI Conference on Artificial Intelligence (AAAI)[CCF A], Booz Allen Hamilton, USA, Feb. 2023. [Paper], 图像点云网络, Distinguished Papers Reward
[10]Ce Ge, Jingyu Wang∗, Qi Qi, Haifeng Sun, Tong Xu, Jianxin Liao, "Scene-Level Sketch-Based Image Retrieval with Minimal Pairwise Supervision," AAAI Conference on Artificial Intelligence (AAAI)[CCF A], Booz Allen Hamilton, USA, Feb. 2023. 场景草图检索
[11]Ce Ge, Jingyu Wang∗, Qi Qi, Haifeng Sun, Tong Xu, Jianxin Liao, "Semi-Transductive Learning for Generalized Zero-Shot Sketch-Based Image Retrieval," AAAI Conference on Artificial Intelligence (AAAI)[CCF A], Booz Allen Hamilton, USA, Feb. 2023. 实例草图检索
[12]Xingyu Liu, Pengfei Ren, Yuchen Chen, Cong Liu, Jing Wang, Haifeng Sun, Qi Qi and Jingyu Wang*, "SA-Fusion: Multimodal Fusion Approach for Web-based Human-Computer Interaction in the Wild," ACM Web Conference (WWW)[CCF A], Austin, TX, USA, May 2023. [Paper], 多模态人机交互
[13]Wei Tang, Haifeng Sun, Jingyu Wang*, Qi Qi, Wang Jing, Hao Yang and Shimin Tao, "Multi-order Matched Neighborhood Consistent Graph Alignment in a Union Vector Space," ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) [CCF A], Taipei Taiwan, July 2023. [Code], 邻域一致性图对齐
[14]Jinming Wu,Qi Qi,Jingyu Wang*,Haifeng Sun,Zhikang Wu,Zirui Zhuang,Jianxin Liao, "Not Only Pairwise Relationships: Fine-Grained Relational Modeling for Multivariate Time Series Forecasting," International Joint Conference on Artificial Intelligence (IJCAI) [CCF A], Macao, Aug. 2023. 时间序列预测
[15]Ruilong Ma, Jingyu Wang#, Qi Qi, Xiang Yang, Haifeng Sun, Zirui Zhuang, Jianxin Liao, "PipeLLM: Pipeline LLM Inference on Heterogeneous Devices with Sequence Slicing," ACM Special Interest Group on Data Communication (SIGCOMM) [CCF A], Demo, New York City, US, Sep. 2023. 流水线大模型
[16]Xiaozheng Zheng, Chao Wen, Zhou Xue, Pengfei Ren, Jingyu Wang*, "HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning," International Conference on Computer Vision (ICCV) [CCF A], Paris, France, Oct. 2023. [Code], 多视角自监督学习
[17]Pengfei Ren, Chao Wen, Xiaozheng Zheng, Zhou Xue, Haifeng Sun, Qi Qi, Jingyu Wang*, Jianxin Liao, "Decoupled Iterative Refinement Framework for Interacting Hands Reconstruction from a Single RGB Image," International Conference on Computer Vision (ICCV) [CCF A], Paris, France, Oct. 2023. [Code], 交互手势重建
[18]Chengsen Wang, Qi Qi, Jingyu Wang*, Haifeng Sun, Xingyu Wang, Zirui Zhuang, Jianxin Liao "Drift doesn't Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection," Annual Conference on Neural Information Processing Systems (NeurIPS) [CCF A], New Orleans, Louisiana, USA, Dec. 2023. [Code], 多维时间序列
[19]Chenyang Zhao, Yuebin Guo, Jingyu Wang*, Qi Qi, Zirui Zhuang, Haifeng Sun, Lingqi Guo, Yuming Xie, Jianxin Liao "EPVerifier: Accelerating Update Storms Verification with Edge-Predicate," USENIX Symposium on Networked Systems Design and Implementation (NSDI) [CCF A], Santa Clara, CA, USA, April 2024. 网络策略验证
CCF-A类期刊
[1]Wanyi Ning, Haifeng Sun, Xiaoyuan Fu, Xiang Yang, Qi Qi, Jingyu Wang*, Jianxin Liao, Zhu Han, "Following the Correct Direction: Renovating Sparsified SGD towards Global Optimization in Distributed Edge Learning", IEEE Journal on Selected Areas in Communications (JSAC) [CCF A], 40(2): 499-514, Feb. 2022. [Paper], [Code], 分布式边缘智能
[2]Pengfei Ren, Haifeng Sun, Jiachang Hao, Qi Qi, Jingyu Wang*, Jianxin Liao, "A Dual-Branch Self-Boosting Framework for Self-Supervised 3D Hand Pose Estimation", IEEE Transactions on Image Processing (TIP) [CCF A], 31: 5052-5066, July 2022. [Paper], [Code], 自监督手势估计
[3]Tianjian Dong,Qi Qi, Jingyu Wang*, Zirui Zhuang, Haifeng Sun, Jianxin Liao, Zhu Han, "Standing on the Shoulders of Giants: Cross-Slice Federated Meta Learning for Resource Orchestration to Cold-Start Slice", IEEE/ACM Transactions on Networking (ToN) [CCF A], 31(2): 828-845, Apr. 2023. [Paper], 算力网络编排
[4]Bo He, Jingyu Wang*, Qi Qi, Haifeng Sun, Jianxi Liao,"RTHop: Real-Time Hop-by-hop Mobile Network Routing by Decentralized Learning with Semantic Attention," IEEE Transactions on Mobile Computing (TMC)[CCF A], vol. 22, no. 3, Mar. 2023. [Paper], 网络边缘路由
[5]Wei Tang, Haifeng Sun, Jingyu Wang*, Cong Liu, Qi Qi, Jing Wang, Jianxin Liao, "Identifying Users across Social Media Networks for Interpretable Fine-grained Neighborhood Matching by Adaptive GAT," IEEE Transactions on Services Computing (TSC) [CCF A], vol.16, no.5, pp: 3453-3466, Oct. 2023. 跨平台用户匹配
[6]Rongxin Han, Dezhi Chen, Song Guo, Qi Qi, Jingyu Wang*, Lu Lu, Zhu Han, "Multi-SP Network Slicing Parallel Relieving Edge Network Conflict," IEEE Transactions on Parallel and Distributed Systems (TPDS) [CCF A], vol. 34, no. 11, pp: 2860-2875, Nov. 2023.. 边缘网络切片
[7]Guojun Chu, Jingyu Wang*, Qi Qi, Haifeng Sun, Shimin Tao, Hao Yang, Jianxin Liao, “Exploiting Spatial-Temporal Behavior Patterns for Fraud Detection in Telecom Networks,” IEEE Transactions on Dependable and Secure Computing (TDSC)[CCF A], vol.20, no. 6, pp:4564-4577, Nov. 2023. [Paper], 时空诈骗识别
[8]Wei Tang, Haifeng Sun, Jingyu Wang*, Qi Qi, Chunning Du, Li Chen, "Cross-graph Embedding with Trainable Proximity for Graph Alignment," IEEE Transactions on Knowledge and Data Engineering (TKDE) [CCF A], vol.35, no. 12, pp: 12556-12570, Dec. 2023. [Paper], [Code], 跨图随机游走
[9]Xiang Yang, Zikang Xu, Qi Qi, Jingyu Wang*, Haifeng Sun, Jianxin Liao, Song Guo, "PICO: Pipeline Inference Framework for Versatile CNNs on Diverse Mobile Devices," IEEE Transactions on Mobile Computing (TMC) [CCF A], DOI: 10.1109/TMC.2023.3265111, online Apr. 2023. [Paper], 模型分布式边缘推理
[10]Yu Liu, Zirui Zhuang, Qi Qi, Jingyu Wang*, Dezhi Chen, Lu Lu, Hongwei Yang, Jianxin Liao, Zhu Han, "Slice Sandwich: Jagged Slicing Multi-tier Dynamic Resources for Diversified V2X Services," IEEE Transactions on Mobile Computing (TMC) [CCF A], DOI: 10.1109/TMC.2023.3288637, online Jun. 2023. 动态细粒度切片
网络智能研究中心NIRC公众号(每周更新),开源平台 https://github.com/OpenNetAI
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Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates
Gender:Male
Alma Mater:北京邮电大学
Education Level:研究生毕业
Degree:博士学位
Status:在职
School/Department:计算机学院(国家示范性软件学院)
Discipline:Computer science and technology * 信息与通信工程* Information and communication engineering
Business Address:北邮新科研楼511
Contact Information:wangjingyu@bupt.edu.cn
Honors and Titles: 2021 elected: 中国通信学会科技进步一等奖 2014 elected: 中国通信学会科技进步奖一等奖 2013 elected: 教育部科技进步奖二等奖
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