王敬宇，北京邮电大学长聘教授，网络与交换技术全国重点实验室-网络智能研究中心NIRC，万物有灵IE战队负责人，战队主页  https://nirc.top/。

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，推进了智联网的理论研究与工程实践，取得了包括算力网络、智能运维、知识定义网络、

意图配置生成、裸手交互、大模型加速、多路径传输等一系列代表性成果。入选高层次人才，北京市青年英才，全球前2%顶尖科学家，中国移动聘任专家，华为智库专家。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、智能工业数据解析与优化专业委员会理事、全球固定网络创新联盟理事、软件定义互连技术与产业联盟理事等，国家自然科学基金委项目评议专家，国家科技部/教育部/中国科协评审专家等。

作为项目负责人，主持国家自然科学基金重点项目、国家重点研发计划课题、国家973计划课题、连续五项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十余项，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；作为核心骨干协助完成“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，发表高水平学术论文300余篇，包括ACM TACO、IEEE ToN、JSAC、TPDS、TDSC、TMC、TKDE、TIP、TSE、TSC等CCF推荐A类期刊以及USENIX NSDI、ACM SIGCOMM、ACM ASPLOS、ACM EuroSys、ACM CSCW、USENIX ATC、IEEE INFOCOM、NeurIPS、ACL、CVPR等CCF推荐A类会议论文，突破北京邮电大学首篇NSDI、ASPLOS、EuroSys和CSCW等全球顶会论文，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，已授权美国发明专利5项、已授权中国发明专利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社区牵头贡献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，2018~2025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；

• 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；

• 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，全校唯一）；

• 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年两次博士生国家奖学金，入选2023年博士后创新人才支持计划（博新计划，通信领域全国仅8人）；

• 张梦昊博士入选2024年首届中国科协“青年人才托举工程”博士生专项计划，一年内第一作者录用CCF A类顶级论文4篇；

 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AIOps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；

• 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全球第二名，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挑战赛决赛大模型RAG赛道第一名，总榜亚军，高效私域知识问答，吸引了全球1331名选手组成的649支参赛队伍；

回归科学技术本源，坚持系统级创新，形成“算网--部署--学习--理解--交互”的智联网理论体系，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、智能网络与泛在算网 (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]Xingjian Liao, Haifeng Sun, Jingyu Wang*, Qi Qi, Zirui Zhuang, Jianxin Liao, Guang Yang, “Solving Distributed ACL Policies Under Complex Constraints with Graph Neural Networks,” IEEE International Conference on Network Protocols (ICNP) [TH-CPL A], Reykjavik, Iceland, Oct. 2023. [Paper], 访问控制意图配置生成

[4]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. [Paper], 边缘网络切片

[5]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.  [Paper], 网络策略验证

[6]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.  [Paper], 重构配置自动生成

[7]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

[8]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

[9]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

[10]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], 访问控制意图配置生成

[11]Lingqi Guo, Jingyu Wang*, Jianyu Wu, Caijun Yan, Haifeng Sun, Zirui Zhuang, Qi Qi, Yi Dong, Haibao Ren, Jianxin Liao, "Following the Compass: LLM-Empowered Intent Translation with Manual Guidance,” IEEE International Conference on Network Protocols (ICNP) [TH-CPL A], Charleroi, Belgium, Oct. 2024. [Paper], 大模型意图翻译控制配置生成

[12]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.  [Paper], 缓解暂态突发

[13]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 Conference on Computer Communications (INFOCOM) [CCF A], London, United Kingdom, May 2025. 意图配置增量自动生成

[14]Jingyu Wang, Chenyang Zhao, Zirui Zhuang, Qi Qi, Yuebin Guo, Haifeng Sun, Lingqi Guo, Jianxin Liao, “Fast and Scalable Data Plane Verification for Burst Updates with Edge-Predicate,” IEEE/ACM Transactions on Networking (ToN) [CCF A], Mar. 2025. [Paper], 网络策略快速验证

[15]Mingxiao Ma, Yuehan Zhang, Jingyu Wang*, Bo He, Chenyang Zhao, Qi Qi, Zirui Zhuang, Haifeng Sun, Lingqi Guo, Yuebin Guo, Gong Zhang, Jianxin Liao, “Atlas: Towards Real-Time Verification in Large-Scale Networks via a Native Distributed Architecture,” European Conference on Computer Systems (EuroSys) [CCF A], Rotterdam, the Netherlands, Apr. 2025. 网络策略分布式验证

[16]Jingyu Wang,  Lingqi Guo, Jianyu Wu, Caijun Yan, Haifeng Sun, Lei Zhang, Zirui Zhuang, Qi  Qi, Jianxin Liao, “Hierarchical Index Retrieval-Driven Wireless Network Intent Translation with LLM,” IEEE Transactions on Mobile Computing (TMC) [CCF A],  DOI: 10.1109/TMC.2025.3564937, online, Apr. 2025. 检索增强的基站意图配置

[17]Zhaoyang Wan, Rongxin Han, Haifeng Sun , Qi Qi, Zirui Zhuang, Bo He, Liang Zhang, Jianxin Liao, Jingyu Wang*, “NetKeeper: Enhancing Network Resilience with Autonomous Network  Configuration Update on Traffic Patterns and Anomalies,” USENIX Annual Technical Conference (ATC) [CCF A],  Boston, MA, USA. July 2025. 自智网络意图配置更新

二、机器学习系统与基础模型  (MLSys&FM)

[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], vol. 40, no. 2, pp. 499-514, Feb. 2022.  [Paper], [Code], 分布式边缘智能

[3]Wei Tang, Fenglong Su, Haifeng Sun, Qi Qi, Jingyu Wang*, Shimin Tao, Hao Yang, "Weakly Supervised Entity Alignment with Positional Inspiration," ACM International Conference on Web Search and Data Mining(WSDM) [TH-CPL A], Singapore, Feb. 2023.  [Paper], [Code], 弱监督实体对齐

[4]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

[5]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

[6]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. [Paper], 跨平台用户匹配

[7]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

[8]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

[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. [Paper],  [Code], 多模态实体对齐

[10]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, Sept. 2024. [Paper], 无线索知识蒸馏

[11]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.  [Paper],  [Code], 微调大模型无损压缩

[12]Wei Tang, Haifeng Sun, Jingyu Wang*, Qi Qi, Shimin Tao, Hao Yang, "Anchor-aware Position Enhancement for Weakly Supervised Knowledge Graph Alignment," IEEE/ACM Transactions on Audio Speech, and Language Processing (TASLP) [TH-CPL A], vol. 33, pp. 1156-1169, Feb. 2025.  [Paper],  弱监督知识图谱对齐

[13]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], vol. 22, no. 1, Mar. 2025. [Paper],  异构资源模型加速

[14]Xingyu Zeng, Han Li, Qi Qi, Jingyu Wang*, Haodong Deng, Haifeng Sun, Zirui Zhuang, Jianxin Liao, "Robustness Verification of Deep Graph Neural Networks Tightened by Linear Approximation," ACM International Conference on Web Search and Data Mining(WSDM) [TH-CPL A], Hannover, Germany, Mar. 2025. [Paper],  图网络鲁棒性验证

[15]Shuxi Guo, Zikang Xu, Jiahao Liu, Jinyi Zhang, Qi Qi, Haifeng Sun, Jun Huang, Jianxin Liao, Jingyu Wang*, "Efficient Inter-Operator Scheduling for Concurrent Recommendation Model Inference on GPU," International Joint Conference on Artificial Intelligence (IJCAI) [CCF A], Montreal, Canada, Aug. 2025.  跨算子调度加速

[16]Minwei Zhang, Haifeng Sun, Jingyu Wang*, Shaolong Li, Wanyi Ning, Qi Qi, Zirui Zhuang, Jianxin Liao, "ClusterAttn: KV Cache Compression under Intrinsic Attention Clustering," Annual Meeting of the Association for Computational Linguistics (ACL) [CCF A], Vienna, Austria, July 2025. 大模型缓存压缩

三、多模态学习与系统理解 (MML&SU)

[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]Jiachang Hao, Haifeng Sun, Pengfei Ren, Jingyu Wang∗, Qi Qi, Jianxin Liao, “Can Shuffling Video Benefit Temporal Bias Problem: A Novel Training Framework for Temporal Grounding,” European Conference on Computer Vision (ECCV) [TH-CPL A], Tel Aviv, Israel, Oct. 2022. [Paper], 交互情感分类

[3]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

[4]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.  [Paper],   [Code], 多维时间序列检测

[5]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

[6]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.  [Paper], [Code], 大模型故障修复

[7]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, Sept. 2024.  [Paper],  可解释异常检测

[8]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.  [Paper],  [Code], 时间戳时间序列预测

[9]Guojun Chu, Jingyu Wang#, Qi Qi, Haifeng Sun, Zirui Zhuang, Bo He, Yuhan Jing, Lei Zhang, Jianxin Liao, “Anomaly Detection on Interleaved Log Data with Semantic Association Mining on Log-Entity Graph,” IEEE Transactions on Software Engineering (TSE) [CCF A], vol. 51, no. 2, pp. 581-594, Feb. 2025. [Paper],  日志语义实体关系图

[10]Guojun Chu, Jingyu Wang*, Tao Sun, Qi Qi, Haifeng Sun,  Zirui Zhuang, Jianxin Liao, “LogNotion: Highlighting Massive Logs to Assist Human Reading and Decision Making,” IEEE Transactions on Services Computing (TSC) [CCF A], 2025.  [Paper],  海量日志摘要

[11]Chengsen Wang, 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," AAAI Conference on Artificial Intelligence (AAAI) [CCF A], Philadelphia, Pennsylvania, Feb. 2025. [Paper],  [Code],时序文本多模态大模型

[12]Jiahong Xiong, Chengsen Wang, Haifeng Sun, Yuhan Jing, Qi Qi, Zirui Zhuang, Lei Zhang, Jianxin Liao, Jingyu Wang*, "Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern," International Joint Conference on Artificial Intelligence (IJCAI) [CCF A], Montreal, Canada, Aug. 2025.  多模态时间序列预测

[13]En Yu, Kangheng Lin, Liang Zhao, Yana Wei, Zining Zhu, Haoran Wei, Jianjian Sun, Zheng Ge, Xiangyu Zhang, Jingyu Wang*, Wenbing Tao, "Unhackable Temporal Reward for Scalable Video MLLMs," International Conference on Learning Representations (ICLR) [TH-CPL A], Singapore, Apr. 2025. [Code], 抗攻击视频理解

[14]Zixuan Xia, Haifeng Sun, Jingyu Wang*, Qi Qi, Huazheng Wang, Xiaoyuan Fu, Jianxin Liao, "The Threat of PROMPTS in Large Language Models: A Survey," Annual Meeting of the Association for Computational Linguistics (ACL)  [CCF A], Vienna, Austria, July 2025. 提示威胁攻击

四、机器视觉与意图理解 (CV&NLP)

[1]Chunning Du, Haifeng Sun, Jingyu Wang*, Qi Qi, Jianxin Liao, Chun Wang, Bing Ma, “Investigating Capsule Network and Semantic Feature on Hyperplanes for Text Classification,” Conference on Empirical Methods in Natural Language Processing (EMNLP) [TH-CPL A], Hong Kong, China, Nov. 2019. [Paper], 语义文本分类

[2]Chunning Du, Haifeng Sun, Jingyu Wang*, Qi Qi, Jianxin Liao, Tong Xu, Ming Liu, “Capsule Network with Interactive Attention for Aspect-Level Sentiment Classification,” Conference on Empirical Methods in Natural Language Processing (EMNLP) [TH-CPL A], Hong Kong, China, Nov. 2019. [Paper], 交互情感分类

[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]Qi Qi, Xiaolu Wang, Haifeng Sun, Jingyu Wang*, Xiao Liang, Jianxin Liao, "A Novel Multi-Task Learning Framework for Semi-Supervised Semantic Parsing," IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) [TH-CPL A], vol. 28, pp.2552-2560, Aug. 2020. [Paper], 多任务半监督语义解析

[5]Lei Gao, Yulong Wang, Tongcun Liu, Jingyu Wang, Lei Zhang, Jianxin Liao. "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

[6]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

[7]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

[8]Bing Ma, Haifeng Sun, Jingyu Wang∗, Qi Qi, Jianxin Liao, "Extractive Dialogue Summarization Without Annotation Based on Distantly Supervised Machine Reading Comprehension in Customer Service," IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) [TH-CPL A], vol. 30, pp. 87-97, Dec. 2021. [Paper], 抽取式对话总结

[9]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.  [Paper], 场景草图检索

[10]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. [Paper], 实例草图检索

[11]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.  [Paper], 多粒度时空表征学习

[12]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.   [Paper], 扩散学习异常检测

[13]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.  [Paper], 语义稀疏程度评估

[14]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.   [Paper], 渐进式学习异常检测

[15]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, Sept. 2024. [Paper],  [Code], 认知异常检测

五、人机交互与姿态估计  (CHI&PR) [Homepage]

[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," IEEE International Conference on Computer Vision (ICCV) [CCF A], Paris, France, Oct. 2023. [Paper],  [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," IEEE International Conference on Computer Vision (ICCV) [CCF A], Paris, France, Oct. 2023. [Paper],  [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. [Paper],  [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. [Paper],  类别不可知姿态估计

[10]Xingyu Liu, Pengfei Ren, Jingyu Wang*, Qi Qi, Haifeng Sun, Zirui Zhuang, Jianxin Liao, "Coarse-to-Fine Implicit Representation Learning for 3D Hand-Object Reconstruction from a Single RGB-D Image," European Conference on Computer Vision (ECCV) [TH-CPL A], Milan, Italy, Sep. 2024. [Paper], 交互式手-物体重建

[11]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.  [Paper],  长期视角预测

[12]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], vol. 17, no. 6, pp. 4138-4150, Nov. 2024.   [Paper], 视频流QoE评估

[13] Kaixin Fan, Pengfei Ren, Jingyu Wang*, Haifeng Sun, Qi Qi, Zirui Zhuang, Jianxin Liao, “Pose-Guided Temporal Enhancement for Robust Low-Resolution Hand Reconstruction,” IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR) [CCF A], Nashville TN USA, June 2025. 低分辨率手部重建

[14]Geng Chen, Xufeng Jian, Yuchen Chen, Pengfei Ren, Jingyu Wang*, Haifeng Sun, Qi Qi, Jing Wang, Jianxin Liao, "A3-Net: Calibration-Free Multi-View 3D Hand Reconstruction for Enhanced Musical Instrument Learning," International Joint Conference on Artificial Intelligence (IJCAI) [CCF A], Montreal, Canada, Aug. 2025.  多视角3D手部重建

[15]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.  [Homepage], 裸手白板书写

附：近期部分国内一级学报论文（CCF-A类中文科技期刊） 

[1]何波;张龙;王敬宇;戚琦;张陆游;廖建新;费爱国，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，2025.

[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 [CCF A]，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. 入选高PCSI论文Top1%

[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.

 

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