王敬宇，男，北京邮电大学长聘教授，博士生导师，网络与交换技术全国重点实验室-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/

具有工业界和学术界的双重背景，长期关注通信网络与人工智能交叉领域，聚焦人机交互的理解与控制决策问题，推进了自智网络的理论研究与工程实践，取得了包括算力网络、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。省高层次人才，北京市青年英才，全球前2%顶尖科学家，华为智库专家。IEEE Senior Member，中国通信学会高级会员，担任6GANA TSC委员/TG5主席，算力网专委会委员、数字孪生与系统仿真专委会委员、中国运筹学会智能工业数据解析与优化专业委员会理事等，国家自然科学基金委项目评议专家，国家科技部/教育部/中国科协评审专家，国家互联网应急中心/国家电网技术专家等。

作为项目负责人，主持国家自然科学基金重点项目、国家973计划课题、连续五个国家自然科学基金面上项目、北京市自然科学基金，教育部科研基金等国家及省部级项目，主持完成华为公司、中国移动、国家互联网应急中心、国家电网、美团等企业产业化项目二十余项，作为骨干协助完成“创新团队”、“创新群体”、国家重点研发计划、973和863等多个国家级重大项目。所研发的网络智能管控系统已在中国移动、中国联通、国家电网、国家互联网应急中心等15个省级单位实现规模化工程应用，荣获国家科技进步奖二等奖1项、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。

目前，发表学术论文200余篇，包括ACM TACO、IEEE ToN、JSAC、TPDS、TDSC、TKDE、TMC等CCF推荐A类期刊以及USENIX NSDI、ACM ASPLOS、IEEE INFOCOM、ACM CSCW、NeurIPS、CVPR、ACL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)，ESI高被引论文多篇，已授权美国专利5项、已授权中国专利50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》、《6G网络按需服务关键技术》和《网络智能化中的深度强化学习技术》专著，在Openstack社区贡献OPNFV Compass开源代码，在机器学习编译器TVM项目贡献开源代码，牵头主持发布《网络管控大模型》、《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 ICDCS、IEEE GIIS、IEEE VTC会议的Session Chair。带队参加国际知名赛事AITrans、ACM MM、ACM MMSys、SemEval、ICCV Hands、Apollo等获得多项总冠军。

科研获奖，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。

• 2023年，荣获国家科技进步奖二等奖（第2完成人）；

• 2023年，入选江苏省高层次人才计划；
  

• 2023年，荣获AAAI 2023杰出论文奖(Distinguished Papers Award)；
  

• 2021年，荣获中国通信学会科技进步一等奖；
  

• 2021年，入选南京市“紫金山英才”计划；
  

• 2021年，荣获IEEE System Journal 2021年最佳论文奖(Best Papers Award)；
  

• 2018年，荣获中国通信学会科技进步奖二等奖；
  

• 2016年，荣获教育部科技进步奖二等奖；
  

• 2016年，荣获中国通信学会科技进步二等奖；
  

• 2014年，荣获中国通信学会科技进步一等奖；
  

• 2013年，荣获教育部科技进步奖二等奖；
  

• 2013年，入选北京市青年英才计划；
  

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，其中

• 2014年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；

• 2015年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；
  

• 2016年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；

• 2017年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；
  

• 2018年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；

• 2019年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；
  

• 2020年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；

• 2021年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；

• 2022年研发的网络通用日志大模型LogGPT，在华为和中国移动的网络系统中实现了安全、运维等垂类日志任务上的跨领域应用；

• 2023年研发的神经网络模型推理加速器RACE，在美团的搜索/广告/推荐等场景下实现了对稀疏模型的优化编译部署；

• 2024年研发的云原生智能运维实验评估平台MicroOps，为微服务场景下的智能运维算法开发提供全流程支持（欢迎体验：https://aiops-nirc.bupt.site）。

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年未来学院科研导师/叶培大学院实验班导师；

• 2017~2023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年中国电子教育学会优秀博士论文、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，2024年郭岳彬，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，2024年孙俊哲，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

• 2019年AITrans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；

• 2019年FGVC | Kaggle iMaterialist @IEEE CVPR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；

• 2019年CCF国际AIOps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；

• 2019~2021年“vGesture：精细化3D手势与VR系统”获北邮“创新创业展”一等奖3项，“互联网+”大赛北京赛区一等奖2项，全球ICCV Hands榜单第一名；

• 2021年“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”等项目荣获北邮“创新创业展”一等奖；

• 2022年“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。

• 2023年ITU AI/ML in 5G Challenge图神经网络挑战赛Graph Neural Networking challenge第二名，构建数字孪生网络预测网络QoS性能。

• 2024年ACM多媒体系统年会(MMSys) 360° 全景视频挑战赛第一名，部署自定义运动预测算法优化流媒体传输，用户端取得最佳指标。

• 2024年CCF国际AIOps智能运维挑战赛荣获亚军，利用大模型检索增强（RAG）技术来结合领域私有技术文档进行高效的私域知识问答，全球1331名选手组成的649支队伍。

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，开源了部分成果的代码，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。

一、泛在智联网络 (AI4Net&DCN)

[1]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

[2]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

[3]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

[4]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

[5]Rongxin Han, Jingyu Wang#,  Qi Qi, Haifeng Sun, Chaowei Xu, Zhaoyang Wan, Zirui Zhuang, Yichuan Yu, Jianxin Liao, "NetRen: Service Migration-Driven Network Renascence with Synthesizing Updated Configuration," ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) [CCF A], San Diego, USA, April 2024.  重构配置自动生成

[6]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], vol. 23, no. 5, pp. 4285-4302, May 2024. [Paper], 动态细粒度切片

[7]Bo He, Jingyu Wang*, Qi Qi, Qiang Ye,  Qihao Li,  Jianxin  Liao, Xuemin Shen, "ShuttleBus: Dense Packet Assembling with QUIC Stream Multiplexing for Massive IoT," IEEE Transactions on Mobile Computing (TMC) [CCF A], vol. 23, no. 8, pp. 8307-8322, Aug. 2024. [Paper], 海量物联包汇聚

[8]Rongxin Han, Jingyu Wang^#, Qi Qi, Dezhi Chen, Zirui Zhuang, Haifeng Sun, Xiaoyuan Fu, Jianxin Liao, Song Guo, "Dynamic Network Slice for Bursty Edge Traffic," IEEE/ACM Transactions on Networking (ToN) [CCF A], vol. 32, no. 4, pp. 3142-3157, Aug. 2024. [Paper], 按需动态切片

[9]Haifeng Sun, Xingjian Liao, Jingyu Wang*, Qi Qi, Zirui Zhuang, Jianxin Liao, Dapeng Wu, "Fast and Scalable ACL Policy Solving under Complex Constraints with Graph Neural Networks," IEEE/ACM Transactions on Networking (ToN) [CCF A],   vol. 32, no. 5, pp. 4175-4190, Oct. 2024.  [Paper], 访问控制配置生成

[10]Haoran Zhao, Bo He, Jingyu Wang*, Qi Qi, Haifeng Sun, Zirui Zhuang, Jianxin Liao, "QUIC-Enabled Framework for Alleviating Transient  Congestion in Time-Critical IoT," ACM Annual International Conference On Mobile Computing And Networking (MobiCom) [CCF A], Demo, Washington D.C., DC, USA, Nov. 2024.  缓解暂态突发

[11]Rongxin Han,  Jingyu Wang*,  Haifeng Sun,  Zengteng Jiang,  Qi Qi,  Zirui Zhuang,  Yuan Zhang,  Jianxin Liao, "Network CoPilot: Intent-Driven Network Configuration Updating for Service Guarantee," IEEE International Conference on Computer Communications (INFOCOM) [CCF A], London, United Kingdom, May 2025. 意图配置自动更新

二、多模态数据分析 (DM&IR)

[1]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

[2]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.  [Paper],  图关系时间序列预测

[3]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.  [Paper], [Code], 邻域一致性图对齐

[4]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

[5]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

[6]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],多维时间序列检测

[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]Jiabo Wang, Guojun Chu, Jingyu Wang*, Haifeng Sun, Qi Qi, Yuanyi Wang, Ji Qi, Jianxin Liao, "LogExpert: Log-based Recommended Resolutions Generation using Large Language Model," IEEE/ACM International Conference on Software Engineering (ICSE) [CCF A]: New Ideas and Emerging Results, Lisbon, Portugal, April, 2024.   [Code],大模型日志专家

[9]Yuanyi Wang, Haifeng Sun, Jiabo Wang, Jingyu Wang*, Wei Tang, Qi Q, Shaoling Sun, Jianxin Liao, "Towards Semantic Consistency: Dirichlet Energy Driven Robust Multi-Modal Entity Alignment," IEEE International Conference on Data Engineering (ICDE) [CCF A], Utrecht, Netherlands, May 2024.  [Code], 多模态实体对齐

[10]Yuhan Jing, Jingyu Wang#, Ji Qi, Qi Qi, Bo He, Zirui Zhuang, Nanxing Wu, Jianxin Liao, "Diner: Interpretable Anomaly Detection for Seasonal Time Series in Web Services," IEEE Transactions on Services Computing (TSC) [CCF A], vol. 17, no. 5, pp. 2248-2260, Sep. 2024.  可解释异常检测

[11]Chengsen Wang, Qi Qi, Jingyu Wang*, Haifeng Sun, Zirui Zhuang, Jinming Wu, Jianxin Liao, "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective," Annual Conference on Neural Information Processing Systems (NeurIPS) [CCF A], Vancouver Canada, Dec. 2024.   [Code],时间戳时间序列预测

[12]Chengsen Wang, Qi Qi, Jingyu Wang*, Haifeng Sun, Zirui Zhuang, Jinming Wu, Lei Zhang, Jianxin Liao, "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data," Annual Conference on Artificial Intelligence (AAAI) [CCF A], Philadelphia, USA, Feb. 2025.   [Code],数值和文本多模态大模型

三、服务与模型加速 (MLSys&Net4AI)

[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]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

[3]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. [Paper],  流水线大模型

[4]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], vol. 23, no. 4, pp. 2712-2730, Apr. 2024.  [Paper], 模型分布式边缘推理

[5]Baoqi Gao, Daoxu Sheng, Lei Zhang, Qi Qi, Bo He, Zirui Zhuang, Jingyu Wang*, "STAR-VP: Improving Long-term Viewport Prediction in 360° Videos via Space-aligned and Time-varying Fusion," ACM Multimedia (MM) [CCF A], Melbourne, Australia, Oct. 2024.   长期视角预测

[6]Wanyi Ning, Qi Qi, Jingyu Wang*, Mengde Zhu, Shaolong Li, Guang Yang, Jianxin Liao, "One Teacher is Enough: A Server-Clueless Federated Learning with Knowledge Distillation," IEEE Transactions on Services Computing (TSC) [CCF A], vol. 17, no. 5, pp. 2704-2718, Sep. 2024.  无线索知识蒸馏

[7]Wanyi Ning, Jingyu Wang*, Qi Qi, Mengde Zhu, Haifeng Sun, Daixuan Cheng, Jianxin Liao, Ce Zhang, "FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models," Annual Conference on Neural Information Processing Systems (NeurIPS) [CCF A], Vancouver Canada, Dec. 2024. [Code],微调大模型无损压缩

[8]Daoxu Sheng, Qi Qi, Jingyu Wang*,  Lianyuan Li, Wei  Yu, Jianxin Liao, "PsyQoE: Improving Quality-of-Experience Assessment with Psychological Effects in Video Streaming," IEEE Transactions on Services Computing (TSC) [CCF A], DOI: 10.1109/TSC.2024.3422894, online Aug. 2024.  视频流QoE评估

[9]Jingyu Wang, Ruilong Ma, Xiang Yang, Qi Qi, Zirui Zhuang, Jing Wang, Jianxin Liao, and Song Guo, "DeepZoning: Re-accelerate CNN Inference with Zoning Graph for Heterogeneous Edge Cluster," ACM Transactions on Architecture and Code Optimization (TACO) [CCF A], online Sep. 2024.  异构资源模型加速

四、机器视觉与意图理解(CV&NLP)

[1]Xiulei Liu, Bo Cheng, Jianxin Liao, Payam M. Barnaghi, Li Wan, Jingyu Wang, "OMI-DL: An Ontology Matching Framework," IEEE Transactions on Services Computing (TSC) [CCF A], vol. 9, no. 4, pp. 580-593, Jan. 2016.  异构本体对齐

[2]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

[3]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

[4]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

[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]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

[7]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

[8]Menghao Zhang,  Jingyu Wang*, Qi Qi, Haifeng Sun, Zirui Zhuang, Pengfei Ren, Ruilong Ma, Jianxin Liao, "Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning," IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) [CCF A], Seattle WA, USA, Jun.  2024.  多粒度时空表征学习

[9]Menghao Zhang, Jingyu Wang#, Qi Qi, Pengfei Ren, Haifeng Sun, Zirui Zhuang, Lei Zhang, Jianxin Liao, "Safeguarding Sustainable Cities: Unsupervised Video Anomaly Detection through Diffusion-based Latent Pattern Learning," International Joint Conference on Artificial Intelligence (IJCAI)[CCF A], Jeju Island, South Korea, August 2024.  扩散学习异常检测

[10]Huazheng Wang, Haifeng Sun, Jingyu Wang*, Qi Qi, Zixuan Xia, Menghao Zhang, Jianxin Liao, "SSS: Editing Factual Knowledge in Language Models towards Semantic Sparse Space," Annual Meeting of the Association for Computational Linguistics (ACL) [CCF A], Bangkok, Thailand, August 2024.  语义稀疏程度评估

[11]Menghao Zhang, Jingyu Wang*, Qi Qi, Pengfei Ren, Haifeng Sun, Zirui Zhuang, Huazheng Wang, Lei Zhang, Jianxin Liao, "Video Anomaly Detection via Progressive Learning of Multiple Proxy Tasks," ACM Multimedia (MM) [CCF A], Melbourne, Australia, Oct. 2024.   渐进式学习异常检测

[12]Menghao Zhang, Jingyu Wang#, Qi Qi, Zirui Zhuang, Haifeng  Sun, Jianxin Liao, "Cognition Guided Video Anomaly Detection Framework for Surveillance Services," IEEE Transactions on Services Computing (TSC) [CCF A],  vol. 17, no. 5, pp. 2109-2123, Sep. 2024. [Paper],  [Code], 认知异常检测

五、人机交互与姿态估计(CHI&PR)

[1]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

[2]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

[3]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

[4]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], [Code],  图像点云网络, Distinguished Papers Reward

[5]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

[6]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],  [Homepage], 多视角自监督学习

[7]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],  [Homepage], 交互手势重建

[8]Xingyu Liu, Pengfei Ren, Yuanyuan Gao, Jingyu Wang*, Haifeng Sun, Qi Qi, Zirui Zhuang, Jianxin Liao, "Keypoint Fusion for RGB-D Based 3D Hand Pose Estimation," AAAI Conference on Artificial Intelligence (AAAI) [CCF A], Vancouver, Canada, Feb. 2024.  [Code],多模态融合估计

[9]Pengfei Ren, Yuanyuan Gao, Haifeng Sun, Qi Qi,  Jingyu Wang*, Jianxin Liao, "Dynamic Support Information Mining for Category-Agnostic Pose Estimation," IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) [CCF A], Seattle WA, USA, Jun.  2024.  类别不可知姿态估计

[10]Guangtian Liu, Haonan Su State, Jingyu Wang*, Qi Qi, Haifeng Sun, Pengfei Ren, Jianxin Liao, "Towards Bare-Hand Interaction for Whiteboard Collaboration in Virtual Reality," ACM SIGCHI Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) [CCF A], Bergen, Norway, Oct. 2025.  裸手白板书写

附：部分国内一级学报论文 

[1]何波;张龙;王敬宇;戚琦等，高动态无人机场景下多路径传输调度算法，指挥与控制学报，2024.

[2]廖建新;戚琦;王敬宇;王晶;庄子睿，6G智能业务网络:愿景、架构与关键技术，中国科学:信息科学，2024.

[3]王敬宇;黄伟亭;刘聪;戚琦;孙海峰，基于局部深度一致性的自监督手部姿态估计，电子学报，2023.

[4]孙海峰;穆正阳;戚琦;王敬宇;刘聪，基于动态门控特征融合的轻量深度补全算法，软件学报，2023.

[5]王敬宇;庄子睿，知识定义多模态网络按需服务体系研究，通信学报，2022.

[6]廖建新;付霄元;戚琦;王敬宇;孙海峰，6G-ADM：基于知识空间的6G网络管控体系，通信学报，2022.

[7]靖宇涵;何波;张凌昕;李天星;王敬宇，PASER:加性多维KPI异常根因定位模型，软件学报，2022.

[8]戚琦;马迎新;王敬宇;孙海峰;廖建新，面向算力受限边缘环境的双分支多尺度感知人脸检测网络，通信学报，2020.

[9]戚琦;申润业;王敬宇，GAD:基于拓扑感知的时间序列异常检测，通信学报，2020.

[10]杨珂;王敬宇;戚琦;孙海峰;王晶，LSCN:一种用于动作识别的长短时序关注网络，电子学报，2020.

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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