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学生萝莉 北京邮电大学教师个东谈主主页系统 Jingyu Wang - 小马拉大车

学生萝莉 北京邮电大学教师个东谈主主页系统 Jingyu Wang

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学生萝莉 北京邮电大学教师个东谈主主页系统 Jingyu Wang
发布日期:2024-10-12 08:32    点击次数:113

王敬宇,男,北京邮电大学长聘熟练,博士生导师,收集与交换时间寰宇重心实验室-收集智能商讨中心,万物有灵IE战队雅致东谈主。英文主页:https://jericwang.github.io/

具有工业界和学术界的双重配景,长久照看通讯收集与东谈主工智能交叉规模,聚焦东谈主机交互的透露与摒弃决议问题,鞭策了自智收集的表面商讨与工程实践,取得了包括算力收集、学问界说收集、智能运维、意图转译、裸手交互、大模子加快、多旅途传输等一系列代表性遵循。入选江苏省高级次东谈主才筹算,北京市后生英才筹算,全球前2%顶尖科学家,华为智库众人。IEEE Senior Member,中国通讯学会高级会员,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观点与优化专科委员会理事等,国度当然科学基金委神气评议众人,国度科技部/教育部/中国科协评审众人,国度互联网救急中心/国度电网时间众人等。

算作神气雅致东谈主,主捏国度当然科学基金重心神气、国度973筹算课题、聚拢五个国度当然科学基金面上神气、北京市当然科学基金,教育部科研基金等国度及省部级神气,主捏完成华为公司、中国迁徙、国度互联网救急中心、国度电网、好意思团等企业产业化神气二十余项,算作主干协助完成“改进团队”、“改进群体”、国度重心研发筹算、973和863等多个国度级紧要神气。所研发的收集智能管控系统已在中国迁徙、中国联通、国度电网、国度互联网救急中心等15个省级单元兑现范围化工程欺骗,荣获国度科技逾越奖二等奖1项、中国通讯学会科技逾越奖一等奖2项和教育部科技逾越奖二等奖2项。

当今,发表学术论文200余篇,包括IEEE ToN、JSAC、TPDS、TKDE、TDSC等CCF推选A类期刊以及USENIX NSDI、ACM ASPLOS、NeurIPS、CVPR、ACL等CCF推选A类会论说文,荣获东谈主工智能顶级会议AAAI 2023年凸起论文奖(Distinguished Papers Award),信息系统顶级期刊IEEE System Journal 2021年最好论文奖(Best Papers Award),ESI高被引论文多篇,已授权好意思国专利5项、已授权中国专利50余项,获批3GPP、IETF、ETSI、CCSA等圭臬化文稿十余篇,出书《灵敏职业云收集》、《6G收集按需职业弱点时间》和《收集智能化中的深度强化学习时间》专著,在Openstack社区孝顺OPNFV Compass开源代码,在机器学习编译器TVM神气孝顺开源代码,牵头主捏发布《收集管控大模子》、《学问界说的编排与管控》和《学问界说的意图收集》白皮书,担任多个海外学术会议的TPC成员,IEEE ICDCS、IEEE GIIS、IEEE VTC会议的Session Chair。带队插足海外知名赛事AITrans、ACM MM、ACM MMSys、SemEval、ICCV Hands、Apollo等获取多项总冠军。

科研获奖,心爱处置工程中内容疑难问题,弘扬产学研用一体化的上风,工程与商讨并重。

2023年,荣获国度科技逾越奖二等奖(第2完成东谈主);

2023年,入选江苏省高级次东谈主才筹算;

2023年,荣获AAAI 2023凸起论文奖(Distinguished Papers Award);

2021年,荣获中国通讯学会科技逾越一等奖;

2021年,入选南京市“紫金山英才”筹算;

2021年,荣获IEEE System Journal 2021年最好论文奖(Best Papers Award);

2018年,荣获中国通讯学会科技逾越奖二等奖;

2016年,荣获教育部科技逾越奖二等奖;

2016年,荣获中国通讯学会科技逾越二等奖;

2014年,荣获中国通讯学会科技逾越一等奖;

2013年,荣获教育部科技逾越奖二等奖;

2013年,入选北京市后生英才筹算;

兑现了多项新表面遵循的范围欺骗,取得了显赫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,在中国迁徙手机阅读生意智能、彩铃深度运营等系统中兑现了大范围欺骗;

2015年研发的基于深度学习的菜品图像雅致化识别系统,在好意思食达东谈主小黄圈APP中兑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,与华为公司和谐冲破大范围职业器的操作系统/云不停平台的装配与生命周期不停;

2017年研发的基于机器视觉的仪容识别系统,在中国迁徙物联网公司和国度电网的机房兑现了范围化部署欺骗;

2018年研发的海外骗取行为识别与防控系统,在中国迁徙信息安全中心和国度互联网救急中心兑现了欺骗;

2019年研发的基于学问图谱的生成文本多轮对话系统,与汽车之家和谐兑现了购车意向导购机器东谈主的业界首例商用;

2020年研发的基于时序主张和日记的智能运维与监控系统,在中国迁徙和国度电网兑现了故障定位与智能派单的首例商用;

2021年研发的学问界说意图收集系统KIN,在中国迁徙完成了从意图到收集路由、切片多场景任务膨胀及故障自愈冲破;

2022年研发的收集通用日记大模子LogGPT,在华为和中国迁徙的收集系统中兑现了安全、运维等垂类日记任务上的跨规模欺骗;

2023年研发的神经收集模子推理加快器RACE,在好意思团的搜索/告白/推选等场景下兑现了对寥落模子的优化编译部署;

2024年研发的云原生智能运维实验评估平台MicroOps,为微职业场景下的智能运维算法建造提供全经过支撑(迎接体验:https://aiops-nirc.bupt.site)。

从教十余年,一线培养博士生30余东谈主/硕士生100余东谈主,主讲"灵敏交通与自动驾驶"前沿交叉课程,“软件界说收集时间”和“下一代Internet时间与左券”等计算机专科课。

2016年和2019年两次荣获学院/学校“师德斥候”称呼,2018~2023年昔日学院科研导师/叶培大学院实验班导师;

2017~2023年指引学生获取北京邮电大学商讨生“改进创业展”一等奖8项、二等奖6项,指引硕士/博士商讨生先后获取十余次国度奖学金;

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年博士后改进东谈主才支撑筹算(博新筹算);

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年博士后基金相配资助(站前);

何波博士荣获2020年和2022年两次国度奖学金,入选2023年博士后改进东谈主才支撑筹算(博新筹算);

屡次荣获北京邮电大学优秀硕士学位论文指引教师称呼,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;

屡次荣获北京市或北京邮电大学优秀本科学位论文指引教师称呼,2024年孙俊哲,2023年刘俊杰,2022年徐逸辰,2020年李松洋,2016年戈策;

算作指引教师,组队插足海外/寰宇知名赛事与时间挑战赛,屡次获取优异得益,其中

2019年AITrans全球智能收集传输竞赛荣获总决赛总冠军、最好实战算法奖,全球138支参赛队伍,内容环境下的视频传输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,范围最大的商品识别竞赛;

2019年AIOps海外智能运维挑战赛荣获季军,多维检测主张特别定位和根因分析,劝诱了全球457名选手构成的141支队伍;

2019年“雅典娜杯”数据挖掘大赛获高校改进奖,线上贷款爽约展望,邀请赛共70余家单元,361支队伍和870东谈主参赛;

2019~2021年“vGesture:雅致化3D手势与VR系统”获北邮“改进创业展”一等奖3项,“互联网+”大赛北京赛区一等奖2项,全球ICCV Hands榜单第又名;

2021年“MindCamera:所想即所得的图像视频生成器具"和“Insight:电信骗取和坏心行为识别系统”等神气荣获北邮“改进创业展”一等奖;

2022年“i360:千里浸式全景虚构交互系统”神气荣获2022年“互联网+”腾讯企业赛谈一等奖,初度兑现面向元六合的VR/AR虚构增强执行场景系统。

2022年第二十四届中国机器东谈主及东谈主工智能大赛寰宇总决赛“百度Apollo城市谈路自动驾驶虚构仿真赛”荣获寰宇一等奖。

2023年ITU AI/ML in 5G Challenge图神经收集挑战赛Graph Neural Networking challenge第二名,构建数字孪生收集展望收集QoS性能。

2024年ACM多媒体系统年会(MMSys) 360° 全景视频挑战赛第又名,部署自界说通顺展望算法优化流媒体传输,用户端取得最好主张。

总结科学时间本源,坚捏系统级改进,迎接照看团队最新的学术进展,开源了部分遵循的代码,但愿对要津域时间逾越有所推动,迎接多多援用咱们的论文。

一、泛在智联收集 (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], 算力收集编排

[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], 收集角落路由

[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.. 角落收集切片

[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.  收集政策考证

[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.  重构竖立自动生成

[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], 海量物联包汇注

[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],  DOI:10.1109/TNET.2024.3409529, online May 2024.  [Paper], 侦察摒弃竖立生成

[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

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], 通用日记观点

[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],  图相干时间序列展望

[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], 邻域一致性图对皆

[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], 跨图立地游走

[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], 时空骗取识别

[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], 大模子日记众人

[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], 多模态实体对皆

[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], DOI: 10.1109/TSC.2024.3422894, online June 2024.  可讲授特别检测

[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], 时间戳时间序列展望

三、职业与模子加快  (MLSys&Net4AI)

国产视频偷拍自拍在线

[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], 神经收集压缩

[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], 散播式角落智能

[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],  活水线大模子

[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], 模子散播式角落推理

[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.   长久视角展望

[6]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

[7]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], DOI: 10.1109/TSC.2024.3414372, online June 2024.  无踪迹学问蒸馏

[8]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], 微调大模子无损压缩

[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.  异构资源模子加快

四、机器视觉与意图透露 (CV&NLP)

[1]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], 语义感情识别

[2]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], 问答机器透露

[3]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], 机器阅读透露

[4]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], 雅致草图检索

[5]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

[6]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

[7]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

[8]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.  扩散学习特别检测

[9]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.  语义寥落进度评估

[10]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.   渐进式学习特别检测

[11]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],  DOI: 10.1109/TSC.2024.3407588, online May 2024. [Paper],  [Code], 确认特别检测

五、东谈主机交互与姿态忖度  (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], 手势姿态忖度

[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],  自监督姿态忖度

[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], 自监督手势忖度

[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],  图像点云收集, 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], 多模态东谈主机交互

[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], 多模态和会忖度

[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.  类别不能知姿态忖度

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