1、基本信息
姓名： 王志锋
办公地点： 南湖综合楼N7018
专业职称： 教授
教师类型： 高校教师（含师资博士后）
博/硕导： 硕士生导师 博士生导师
硕士生招生专业： 数字媒体技术 人工智能 电子与通信工程 教育技术学 计算机技术 现代教育技术 农业信息化
博士生招生专业： 教育技术 计算机 电子信息 教育博士
邮箱：zfwang@ccnu.edu.cn
2、个人简介
王志锋（教授/博士生导师），美国卡耐基梅隆大学-华南理工大学联合培养博士，华中师范大学人工智能教育学部教授，博士生导师，硕士生导师， IEEE、ACM、CCF会员，研究方向为教育数据挖掘、音频信号处理、深度学习、机器学习与数据挖掘，主持国家自然科学基金3项、湖北省自然科学基金2项，发表学术论文120余篇（其中SSCI/SCI论文50余篇，ESI高被引3篇，中科院1区12篇，JCR1区20余篇，CSSCI论文9篇），出版学术著作5部，获授权发明专利25项，成果转化4项发明专利，获得IEIR2024、ICMLC 2017最佳论文奖。教授课程包括：《C语言程序设计》、《人机交互技术》、《计算智能》、《人工智能》、《机器学习》等。
3、研究方向
人工智能，图像与音视频智能信息处理，教育数据挖掘，机器学习，人机交互，虚拟现实，游戏技术，数据挖掘，深度学习
4、工作经历
2025-07月至2026-01月,华中师范大学人工智能教育学部,教授，博士生导师
2016-07月至2025-06月,华中师范大学人工智能教育学部,副教授
2011-09月至2012-09月,美国卡内基梅隆大学计算机学院,助理研究员
2013-09月至2016-06月,华中师范大学,讲师
5、科研项目
2026.01~2029.12：主持，国家自然科学基金面上项目（62577027），经费50万元，在研
2022.01~2025.12：主持，国家自然科学基金面上项目（62177022），经费47万元，在研
2020.01~2021.12：主持，湖北省教育信息化研究中心开放基金（HRCEI2020F0102），经费3万元，在研
2020.01~2021.12：主持，中央高校科研项目（CCNU20ZT010），经费6万元，在研
2016.01~2018.12：主持，国家自然科学基金（61501199），经费23万元，结题
2018.01~2019.12：主持，湖北省自然科学基金（2017CFB683），经费10万元，结题
2014.01~2015.12：主持，湖北省自然科学基金（2014CFB660），经费6万元，结题
2015.07~2017.12：主持，国家科技支撑计划（2015BAK33B02），子课题负责人，结题
2015.07~2017.12：主持，国家科技支撑计划（2015BAK03B03），子课题负责人，结题
2015.04~2016.12：主持，中央高校科研项目（CCNU15A05054），经费8万元，结题
2016.01~2017.07：主持，中央高校教育科学重点项目（CCNU16JYKX10），经费5万元
2016.06~2016.11：主持，中央高校科研成果转化项目（CCNU16JYKX10），经费2万元
2017.06~2017.11：主持，中央高校科研成果转化项目（CCNU17KYZHSY21），经费2万元
2014.06~2015.10：主持，校级教研项目（201454），经费1万元，结题
2013.06~2014.12：主持，中央高校博士启动基金，经费2万元，结题
2018.01~2020.12：参与，国家社科基金（17BTQ061），排名第2，结题
2016.01~2018.12：参与，教育部人文社科重点（15YJA880095），骨干成员，结题
2016.01~2018.12：参与，教育部人文社科（16YJC880054），排名第3，结题
2017.01~2019.12：参与，教育部人文社科（17YJC880081），排名第3，结题
2014.01~2015.12：参与，武汉市科技攻关项目（2014060101010030），排名第3，结题
2009.01~2013.06：参与，国家自然科学基金（60972132），结题
2011.01~2013.06：参与，国家自然科学基金（61101160），结题
2011.09~2013.09：参与，美国自然基金NSF（Cobot智能交互机器人项目），结题
2008.09~2009.12：参与，国家自然科学基金（60572141），结题
2011.09~2013.06：参与，国家自然科学基金（61571192），结题
2011.11~2013.09：参与，美国国防项目DARPA（BABEL多语种语言理解和识别），结题
2011.09~2013.07：参与，美国自然基金NSF（BOLT对话智能机器翻译项目），结题
2011.09~2012.07：参与，微软KINECT智能人机交互项目，结题
6、专利成果
王志锋, 左明章, 罗恒, 孙建文, 闵秋莎, 董石, 田元, 夏丹, 龙陶陶. 融合学习认知要素的可解释知识认知水平挖掘方法及系统[P]. ZL2022110343356, 2025.
王志锋, 严文星, 王艳凤, 左明章, 罗恒, 闵秋莎, 董石, 田元, 夏丹, 叶俊民. 多模态的统一智能学习诊断建模方法、系统、介质、终端[P]. ZL2021112635072, 2025.
王志锋, 王岩, 曾春艳. 一种基于状态空间模型的学习者认知层级细粒度追踪方法及系统[P]. 中国: CN120764724A, 2025.
王志锋, 沈嘉良, 侯玉林, 曾春艳. 一种基于主客观试题协同建模的个性化学习者知识认知水平挖掘方法及系统[P]. 中国: CN121030528A, 2025.
王志锋, 陆子欣, 董石, 罗恒, 左明章, 王继新, 田元, 闵秋莎, 夏丹. 小样本条件下的多模态学习水平挖掘方法、系统及介质[P]. ZL2022115789772, 2025.
王志锋, 刘金羽, 曾春艳, 叶俊民, 蒋玲, 李沛, 黄磊, 叶立志, 左明章. 学习者多层级认知水平的动态挖掘方法及系统[P]. 中国: CN120470368A, 2025.
王志锋, 李璐瑶, 曾春艳, 左明章, 罗恒, 董石, 田元, 陈迪, 闵秋莎, 夏丹. 一种面向学习过程性评价的学习者认知追踪方法及系统[P]. ZL2023103434393, 2025.
王志锋, 董润研, 曾春艳. 基于跨尺度学习表现动态建模的学习者知识认知水平诊断方法及系统[P]. 中国: CN120912393A, 2025.
王志锋, 严文星, 曾春艳, 孙建文, 张思, 闵秋莎, 田元, 夏丹, 龙陶陶. 一种基于自适应图的学习者知识认知结构动态挖掘方法[P]. ZL2022105703296, 2024.
王志锋, 熊莎莎, 余新国, 左明章, 叶俊民, 闵秋莎, 张思, 罗恒, 陈迪, 夏丹. 动态知识掌握建模方法、建模系统、存储介质及处理终端[P]. ZL2020114182000, 2024.
王志锋, 斯雨婕, 孙建文, 陈增照. 一种多任务学科核心素养水平挖掘方法及系统[P]. 中国: CN118410079A, 2024.
王志锋, 斯雨婕, 曾春艳. 一种动态知识认知层级挖掘方法、系统、设备及终端[P]. 中国: CN117349362A, 2024.
王志锋, 陆子欣, 孙建文, 陈增照. 多学科跨学段核心素养的智能体系化标注方法及系统[P]. 中国: CN118585918A, 2024.
王志锋, 陆子欣, 曾春艳, 董石, 左明章. 面向数字教学资源的跨模态多层次分析方法及系统[P]. 中国: CN118332448A, 2024.
王志锋, 胡文婷, 曾春艳, 陈增照, 董石. 基于时空表征说话人追踪的话语交互行为分析方法及系统[P]. 中国: CN118506803A, 2024.
王志锋, 侯玉林, 何贝, 李军, 左明章. 一种面向跨学科主观试题的知识水平深度挖掘方法及系统[P]. ZL2024100092083, 2024.
王志锋, 余新国, 左明章, 叶俊民, 张思, 闵秋莎, 罗恒, 夏丹, 姚璜, 杨洋. 融合认知特性及试题文本信息的个性化组卷方法及系统[P]. ZL2020112330440, 2023.
王志锋, 熊莎莎, 左明章, 叶俊民, 田元, 闵秋莎, 罗恒, 夏丹, 董石, 姚璜. 知识认知结构分析方法、系统、计算机设备、介质、终端[P]. ZL2021108747554, 2023.
王志锋, 陆子欣, 左明章, 王继新, 董石, 罗恒, 田元, 闵秋莎, 夏丹. 多模态知识水平评估与学习表现预测方法、系统及介质[P]. 中国: CN116258056A, 2023.
王志锋, 刘继斌, 左明章, 叶俊民, 魏艳涛, 童名文, 罗恒, 闵秋莎, 田元, 夏丹. 面向教育测量的客观试题属性模式估计与校正方法及系统[P]. ZL2020102434871, 2023.
王志锋, 刘继斌, 左明章, 叶俊民, 罗恒, 闵秋莎, 童名文, 田元, 夏丹. 面向知识测量的试题、知识、能力张量构建与标注方法[P]. ZL2020100329813, 2023.
王志锋, 胡文婷. 一种基于说话人标记的师生教学交互行为分析方法及系统[P]. 中国: CN117095684A, 2023.
王志锋, 段苏容, 左明章, 田元, 闵秋莎, 夏丹, 叶俊民, 陈迪, 罗恒, 姚璜. 基于深度自编码网络的说话人性别自动识别方法及系统[P]. ZL2018104026850, 2023.
王志锋, 湛健, 刘清堂, 魏艳涛, 叶俊民, 闵秋莎, 邓伟, 田元, 夏丹. 一种基于多模融合深度特征的移动设备源识别方法及系统[P]. ZL2019107978272, 2022.
王志锋, 严文星, 左明章, 王继新, 罗恒, 闵秋莎, 董石, 田元, 夏丹, 龙陶陶. 基于时空图卷积的学习者知识认知结构评价方法及系统[P]. 中国: CN115439281A, 2022.
王志锋, 严文星, 曾春艳, 左明章, 董石, 田元, 闵秋莎, 罗恒, 龙陶陶. 一种学习者知识结构与水平建模方法、系统、设备及终端[P]. 中国: CN114925610A, 2022.
王志锋, 熊莎莎, 孙建文, 罗恒, 闵秋莎, 董石, 张思, 上超望. 基于多任务框架的智能学习状态追踪方法、系统及应用[P]. 中国: CN114091657A, 2022.
王志锋, 刘继斌, 左明章, 叶俊民, 童名文, 罗恒, 闵秋莎, 夏丹, 田元. 一种面向主客观试题的联合建模及挖掘方法及系统[P]. ZL2019107967653, 2022.
王志锋, 刘继斌, 刘清堂, 童名文, 魏艳涛, 邓伟, 姚璜, 叶俊民, 赵刚. 一种多步分层的学习者认知水平挖掘方法及系统[P]. ZL2019107967742, 2022.
王志锋, 李璐瑶, 左明章, 王继新, 罗恒, 闵秋莎, 董石, 田元, 夏丹, 龙陶陶. 一种多层级智能认知追踪方法、系统、可存储介质及终端[P]. 中国: CN115545155A, 2022.
王志锋, 左驰, 叶俊民, 田元, 闵秋莎, 夏丹, 陈迪, 罗恒, 谭政, 宁国勤. 基于深度随机森林的JPEG图像重采样自动检测方法[P]. ZL2018104013545, 2021.
王志锋, 王静, 左明章, 叶俊民, 闵秋莎, 田元, 陈迪, 宁国勤, 夏丹, 姚璜. 基于电网频率波动超矢量的数字音频篡改自动检测方法[P]. ZL2018105721480, 2021.
王志锋, 左明章, 宁国勤, 叶俊民, 闵秋莎, 田元, 夏丹, 陈迪, 罗恒, 姚璜. 一种基于巴氏距离的语音特征映射方法及系统[P]. ZL2018105721461, 2020.
王志锋, 左明章, 闵秋莎, 田元, 陈迪, 夏丹. 一种基于特征融合的数字音频篡改自动检测方法[P]. ZL2017106437398, 2020.
王志锋, 湛健, 左明章, 叶俊民, 闵秋莎, 姚璜, 夏丹, 田元, 陈迪, 宁国勤. 一种基于堆叠自编码网络的移动录音设备源识别方法[P]. ZL2018106648552, 2020.
王志锋, 王静, 左明章, 叶俊民, 田元, 闵秋莎, 夏丹, 陈迪, 罗恒, 姚璜. 基于贝叶斯信息准则的数字音频篡改点自动定位的方法[P]. ZL2018104013761, 2020.
王志锋, 王静, 左明章, 叶俊民, 闵秋莎, 姚璜, 夏丹, 田元, 陈迪, 宁国勤. 基于GMM-BIC的数字音频篡改点检测方法及系统[P]. ZL2018106628313, 2020.
王志锋, 王静, 左明章, 叶俊民, 闵秋莎, 田元, 夏丹, 姚璜, 罗恒, 陈迪. 一种基于ENF通用背景模型的数字音频篡改盲检测方法[P]. ZL2018105721781, 2020.
王志锋, 王静, 左明章, 叶俊民, 闵秋莎, 田元, 夏丹, 陈迪, 罗恒, 宁国勤. 基于对ENF相位谱和瞬时频率谱分析的音频鉴定方法[P]. ZL2018105856863, 2020.
王志锋, 刘清堂, 张耀升, 赵刚. 一种基于余弦距离与动态时间规整的手势识别方法[P]. ZL2017104825100, 2019.
王志锋, 郭天学, 左明章, 田元, 姚璜. 一种复杂环境下语音特征映射方法[P]. ZL2017101514970, 2019.
7、学术活动
SSCI期刊Sustainability客座编辑
SCI期刊Symmetry客座编辑
国际期刊International Journal of Robotics and Automation Technology编委
GCCCE程序主席
IEEE会员
ACM会员
CCF会员
国家自然科学基金通讯评审专家
IEEE顶刊审稿专家：IEEE TPAMI、IEEE TNNLS、IEEE TIP、IEEE TKDE、IEEE TII、IEEE TFS、IEEE TAC、IEEE TC、IEEE TMM、IEEE SMC、IEEE CSVT、IEEE TIFS等
Elesvier顶刊审稿专家：IF、ESWA、KBS、NN、IPM、PR、EAAI、ASC等
ACM顶刊审稿专家：ACM TIST、ACM TIS、ACM TCHI、ACM TKDD等
中文顶刊审稿专家：计算机学报、电子学报、自动化学报、软件学报等
8、学术兼职
IEEE会员
ACM会员
CCF会员
美国心理学会会员
9、教育背景
2008年至2013年,华南理工大学,信号与信息处理,博士
2011年至2012年,美国卡内基梅隆大学,计算机学院,计算机科学,访问学者
2004年至2008年,中国地质大学,电子信息工程,本科
10、讲授课程
C语言程序设计
UI交互设计
人工智能
数据库原理与技术
网络游戏技术
机器学习
信息系统设计与开发
计算智能
高级编程
人机交互技术
模式识别与机器学习
项目实践—虚拟交互与游戏类
项目实践—影视与特效制作类
人机交互设计
C语言程序设计实验
数据库原理与应用
数据库原理与应用实验
计算机智能
面向服务的软件工程
11、出版著作
王志锋 编著.人机交互技术[M],华中师范大学出版社,2017
王志锋 著.压缩感知重建算法及应用[M],华中师范大学出版社,2016
王志锋 著.数字音频被动取证算法与应用[M],华中师范大学,2016
王志锋 著.数字媒体项目研发理论与实践[M],华中师范大学出版社,2016
闵秋莎,王志锋著.医学图像压缩算法与应用研究[M],华中师范大学出版社,2018
王志锋著.智能媒体分析技术基础[M],华中师范大学出版社,2025
12、发表论文
Zhifeng Wang, Longlong Li, Chunyan Zeng, Shi Dong, Jianwen Sun. SLBDetection-Net: Towards closed-set and open-set student learning behavior detection in smart classroom of K-12 education[J]. Expert Systems with Applications, 2025, 260: 125392. (中科院1区TOP，JCR1区)
Xiaofang Liao, Xuedi Zhang, Zhifeng Wang*, Heng Luo. Design and implementation of an AI-enabled visual report tool as formative assessment to promote learning achievement and self-regulated learning: An experimental study[J]. British Journal of Educational Technology, 2024, 55 (3): 1253-1276. (中科院1区TOP，JCR1区, ESI高被引)
Yawen Shi, Zhifeng Wang*, Zengzhao Chen, Debo Ren, Huimin Liu, Jing Zhang. Do teachers practice what they believe? Exploring discrepancies between teachers’ classroom management self-efficacy, self-reported strategies, and AI-observed behaviors in K-12 education[J]. Teaching and Teacher Education, 2026, 169: 105280. (中科院1区TOP，JCR1区)
Zengzhao Chen, Debo Ren, Zhifeng Wang*, Lu Gao, Yawen Shi, Hai Liu, Tonglian Yang. Enhancing student academic performance in middle school classrooms by fostering engagement motivation through intelligent assessment of teacher praise emotional intensity[J]. Learning and Instruction, 2025, 99: 102185. (中科院1区TOP，JCR1区)
Chunyan Zeng, Yuhao Zhao, Zhifeng Wang*. SMDRL: Self-supervised mobile device representation learning framework for recording source identification from unlabeled data[J]. Expert Systems with Applications, 2025, 282: 127635. (中科院1区TOP，JCR1区)
Zengzhao Chen, Mengting Lin, Zhifeng Wang*, Qiuyu Zheng, Chuan Liu. Spatio-temporal representation learning enhanced speech emotion recognition with multi-head attention mechanisms[J]. Knowledge-Based Systems, 2023, 281: 111077. (中科院1区TOP，JCR1区)
Chunyan Zeng, Fei Zou, Shiyan Xia, Zhifeng Wang*. SAU-Net: Saliency-Based Adaptive Unfolding Network for Interpretable High-Quality Image Compressed Sensing in Internet of Things[J]. IEEE Internet of Things Journal, 2025, 12 (14): 28672-28688. (中科院1区TOP，JCR1区)
Chunyan Zeng, Kun Li, Zhifeng Wang*. ENFformer: Long-short term representation of electric network frequency for digital audio tampering detection[J]. Knowledge-Based Systems, 2024, 297: 111938. (中科院1区TOP，JCR1区)
Zengzhao Chen, Chuan Liu, Zhifeng Wang*, Chuanxu Zhao, Mengting Lin, Qiuyu Zheng. MTLSER: Multi-task learning enhanced speech emotion recognition with pre-trained acoustic model[J]. Expert Systems with Applications, 2025, 273: 126855. (中科院1区TOP，JCR1区)
Linqing Li, Zhifeng Wang, Joemon M. Jose, Xuri Ge. LLM supporting knowledge tracing leveraging global subject and student specific knowledge graphs[J]. Information Fusion, 2026, 126: 103577. (中科院1区TOP，JCR1区)
Qiuyu Zheng, Zengzhao Chen, Zhifeng Wang*, Hai Liu, Mengting Lin. MEConformer: Highly representative embedding extractor for speaker verification via incorporating selective convolution into deep speaker encoder[J]. Expert Systems with Applications, 2024, 244: 123004. (中科院1区TOP，JCR1区)
Shi Dong, Xiaobei Niu, Rui Zhong, Zhifeng Wang, Mingzhang Zuo. Leveraging label semantics and meta-label refinement for multi-label question classification[J]. Knowledge-Based Systems, 2025, 318: 113412. (中科院1区TOP，JCR1区)
Zhifeng Wang*, Minghui Wang, Chunyan Zeng, Longlong Li. SCB-DETR: Multiscale Deformable Transformers for Occlusion-Resilient Student Learning Behavior Detection in Smart Classroom[J]. IEEE Transactions on Computational Social Systems, 2025, 12 (6): 4979-4998. (JCR1区)
Zhifeng Wang*, Zixin Lu, Chunyan Zeng, Shi Dong, Mingzhang Zuo, Jianwen Sun. MMKT: Multimodal Knowledge Tracing in Personalized E-Learning Systems for Supporting Lifelong Learning[J]. IEEE Transactions on Computational Social Systems, 2025, 12 (6): 5179-5198. (JCR1区)
Zhifeng Wang*, Longlong Li, Chunyan Zeng, Shi Dong, Jianwen Sun. SLB-Mamba: A vision Mamba for closed and open-set student learning behavior detection[J]. Applied Soft Computing, 2025, 180: 113369. (JCR1区)
Chunyan Zeng, Shuai Kong, Zhifeng Wang*, Shixiong Feng, Nan Zhao, Juan Wang. Deletion and insertion tampering detection for speech authentication based on fluctuating super vector of electrical network frequency[J]. Speech Communication, 2024, 158: 103046. (JCR1区, 语音领域顶刊)
Chunyan Zeng, Yuhao Zhao, Zhifeng Wang*. Mobileformer: Cross-Scale and Multi-Level Representation Learning-Based Mobile Recording Device Recognition for Consumer Electronics[J]. IEEE Transactions on Consumer Electronics, 2025, 71 (1): 115-130. (JCR1区)
Chunyan Zeng, Shixiong Feng, Zhifeng Wang*, Yuhao Zhao, Kun Li, Xiangkui Wan. Audio source recording device recognition based on representation learning of sequential Gaussian mean matrix[J]. Forensic Science International: Digital Investigation, 2024, 48: 301676. (JCR1区)
Zhifeng Wang*, Wanxuan Wu, Chunyan Zeng, Heng Luo, Jianwen Sun. Psychological factors enhanced heterogeneous learning interactive graph knowledge tracing for understanding the learning process[J]. Frontiers in Psychology, 2024, 15: 1-24. (JCR1区)
Shi Dong, Xueyun Tao, Rui Zhong, Zhifeng Wang, Mingzhang Zuo, Jianwen Sun. Advanced Mathematics Exercise Recommendation Based on Automatic Knowledge Extraction and Multilayer Knowledge Graph[J]. IEEE Transactions on Learning Technologies, 2024, 17: 776-793. (JCR1区)
Zhifeng Wang*, Jialong Yao, Chunyan Zeng, Longlong Li, Cheng Tan. Students’ Classroom Behavior Detection System Incorporating Deformable DETR with Swin Transformer and Light-Weight Feature Pyramid Network[J]. Systems, 2023, 11 (7): 372. (JCR1区)
Zhifeng Wang*, Wenxing Yan, Chunyan Zeng, Yuan Tian, Shi Dong. A Unified Interpretable Intelligent Learning Diagnosis Framework for Learning Performance Prediction in Intelligent Tutoring Systems[J]. International Journal of Intelligent Systems, 2023, 2023: e4468025. (JCR1区)
Lin Ma, Xuedi Zhang, Zhifeng Wang, Heng Luo. Designing Effective Instructional Feedback Using a Diagnostic and Visualization System: Evidence from a High School Biology Class[J]. Systems, 2023, 11 (7): 364. (JCR1区)
Linqing Li, Zhifeng Wang*. Knowledge Graph-Enhanced Intelligent Tutoring System Based on Exercise Representativeness and Informativeness[J]. International Journal of Intelligent Systems, 2023, 2023: e2578286. (JCR1区)
Qiusha Min, Zhifeng Wang, Neng Liu. Integrating a cloud learning environment into English-medium instruction to enhance non-native English-speaking students’ learning[J]. Innovations in Education and Teaching International, 2019, 56 (4): 493-504. (JCR1区)
Zhifeng Wang*, Wanxuan Wu, Chunyan Zeng, Jialiang Shen. PhysioFormer: Integrating multimodal physiological signals and symbolic regression for explainable affective state prediction[J]. PLOS ONE, 2025, 20 (10): e0335221. (JCR2区)
Zhifeng Wang, Longlong Li, Chunyan Zeng. DWMGrad: an innovative neural network optimization approach using dynamic window data for adaptive updating of momentum and learning rate[J]. Applied Intelligence, 2025, 55 (15): 1026. (JCR2区)
Yonghong Wang, Mingzhang Zuo, Xiangchun He, Zhifeng Wang*. Exploring Students Online Learning Behavioral Engagement in University: Factors, Academic Performance and Their Relationship[J]. Behavioral Sciences, 2025, 15 (1): 78. (JCR2区)
Chunyan Zeng, Yan Yu, Zhifeng Wang*, Shiyan Xia, Hao Cui, Xiangkui Wan. GSISTA-Net: generalized structure ISTA networks for image compressed sensing based on optimized unrolling algorithm[J]. Multimedia Tools and Applications, 2024: 1-28. (JCR2区)
Chunyan Zeng, Shuai Kong, Zhifeng Wang*, Kun Li, Yuhao Zhao, Xiangkui Wan, Yunfan Chen. Digital audio tampering detection based on spatio-temporal representation learning of electrical network frequency[J]. Multimedia Tools and Applications, 2024: 1-21. (JCR2区)
Chunyan Zeng, Shuai Kong, Zhifeng Wang*, Kun Li, Yuhao Zhao, Xiangkui Wan, Yunfan Chen. Discriminative Component Analysis Enhanced Feature Fusion of Electrical Network Frequency for Digital Audio Tampering Detection[J]. Circuits, Systems, and Signal Processing, 2024: 1-29. (JCR2区)
Chunyan Zeng, Shixiong Feng, Zhifeng Wang*, Xiangkui Wan, Yunfan Chen, Nan Zhao. Spatio-temporal representation learning enhanced source cell-phone recognition from speech recordings[J]. Journal of Information Security and Applications, 2024, 80: 103672. (JCR2区)
Zhifeng Wang*, Minghui Wang, Chunyan Zeng, Longlong Li. SBD-Net: Incorporating Multi-Level Features for an Efficient Detection Network of Student Behavior in Smart Classrooms[J]. Applied Sciences, 2024, 14 (18): 8357. (JCR2区)
Chunyan Zeng, Shiyan Xia, Zhifeng Wang*, Xiangkui Wan. Multi-Channel Representation Learning Enhanced Unfolding Multi-Scale Compressed Sensing Network for High Quality Image Reconstruction[J]. Entropy, 2023, 25 (12): 1579. (JCR2区)
Chunyan Zeng, Shuai Kong, Zhifeng Wang*, Kun Li, Yuhao Zhao. Digital Audio Tampering Detection Based on Deep Temporal–Spatial Features of Electrical Network Frequency[J]. Information, 2023, 14 (5): 253. (JCR2区)
Chunyan Zeng, Shixiong Feng, Dongliang Zhu, Zhifeng Wang*. Source Acquisition Device Identification from Recorded Audio Based on Spatiotemporal Representation Learning with Multi-Attention Mechanisms[J]. Entropy, 2023, 25 (4): 626. (JCR2区)
Zhifeng Wang*, Jian Zhan, Guozhong Zhang, Daliang Ouyang, Huaiyong Guo. An End-to-End Transfer Learning Framework of Source Recording Device Identification for Audio Sustainable Security[J]. Sustainability, 2023, 15 (14): 11272. (JCR2区)
Zhifeng Wang*, Longlong Li, Chunyan Zeng, Jialong Yao. Student Learning Behavior Recognition Incorporating Data Augmentation with Learning Feature Representation in Smart Classrooms[J]. Sensors, 2023, 23 (19): 8190. (JCR2区)
Zhifeng Wang*, Yulin Hou, Chunyan Zeng, Si Zhang, Ruiqiu Ye. Multiple Learning Features–Enhanced Knowledge Tracing Based on Learner–Resource Response Channels[J]. Sustainability, 2023, 15 (12): 9427. (JCR2区)
Longlong Li, Zhifeng Wang, Tingting Zhang. GBH-YOLOv5: Ghost Convolution with BottleneckCSP and Tiny Target Prediction Head Incorporating YOLOv5 for PV Panel Defect Detection[J]. Electronics, 2023, 12 (3): 1-15. (JCR2区, ESI高被引)
Linqing Li, Zhifeng Wang*. Knowledge relation rank enhanced heterogeneous learning interaction modeling for neural graph forgetting knowledge tracing[J]. PLOS ONE, 2023, 18 (12): e0295808. (JCR2区)
Linqing Li, Zhifeng Wang*. Calibrated Q-Matrix-Enhanced Deep Knowledge Tracing with Relational Attention Mechanism[J]. Applied Sciences, 2023, 13 (4): 1-24. (JCR2区)
Liting Lyu, Zhifeng Wang*, Haihong Yun, Zexue Yang, Ya Li. Deep Knowledge Tracing Based on Spatial and Temporal Representation Learning for Learning Performance Prediction[J]. Applied Sciences, 2022, 12 (14): 1-21. (JCR2区)
Chunyan Zeng, Dongliang Zhu, Zhifeng Wang*, Minghu Wu, Wei Xiong, Nan Zhao. Spatial and temporal learning representation for end-to-end recording device identification[J]. EURASIP Journal on Advances in Signal Processing, 2021, 2021 (1): 41. (JCR2区)
Yuan Tian, Xiaolei Zhou, Xuefan Wang, Zhifeng Wang, Huang Yao. Registration and occlusion handling based on the FAST ICP-ORB method for augmented reality systems[J]. Multimedia Tools and Applications, 2021, 80 (14): 21041-21058. (JCR2区)
Yuan Tian, Xuefan Wang, Huang Yao, Jia Chen, Zhifeng Wang, Liu Yi. Occlusion handling using moving volume and ray casting techniques for augmented reality systems[J]. Multimedia Tools and Applications, 2018, 77 (13): 16561-16578. (JCR2区)
Qiusha Min, Zhifeng Wang, Neng Liu. An Evaluation of HTML5 and WebGL for Medical Imaging Applications[J]. Journal of Healthcare Engineering, 2018, 2018: e1592821. (JCR2区)
Chunyan Zeng, Yuhao Zhao, Zhifeng Wang*, Kun Li, Xiangkui Wan, Min Liu. Squeeze-and-Excitation Self-Attention Mechanism Enhanced Digital Audio Source Recognition Based on Transfer Learning[J]. Circuits, Systems, and Signal Processing, 2024: 1-33. (JCR3区)
Chunyan Zeng, Kang Yan, Zhifeng Wang*, Yan Yu, Shiyan Xia, Nan Zhao. Abs-CAM: a gradient optimization interpretable approach for explanation of convolutional neural networks[J]. Signal, Image and Video Processing, 2023, 17 (4): 1069-1076. (JCR3区)
Zhifeng Wang, Zhenghui Wang, Chunyan Zeng, Yan Yu, Xiangkui Wan. High-Quality Image Compressed Sensing and Reconstruction with Multi-scale Dilated Convolutional Neural Network[J]. Circuits, Systems, and Signal Processing, 2023, 42 (3): 1593-1616. (JCR3区)
Chunyan Zeng, Jiaxiang Ye, Zhifeng Wang*, Nan Zhao, Minghu Wu. Cascade neural network-based joint sampling and reconstruction for image compressed sensing[J]. Signal, Image and Video Processing, 2022, 16 (1): 47-54. (JCR3区)
Zhifeng Wang, Yao Yang, Chunyan Zeng, Shuai Kong, Shixiong Feng, Nan Zhao. Shallow and deep feature fusion for digital audio tampering detection[J]. EURASIP Journal on Advances in Signal Processing, 2022, 2022 (69): 1-20. (JCR3区)
Zhifeng Wang, Chi Zuo, Chunyan Zeng. SAE based unified double JPEG compression detection system for Web image forensics[J]. International Journal of Web Information Systems, 2021, 17 (2): 84-98. (JCR3区)
Chunyan Zeng, Dongliang Zhu, Zhifeng Wang*, Zhenghui Wang, Nan Zhao, Lu He. An end-to-end deep source recording device identification system for Web media forensics[J]. International Journal of Web Information Systems, 2020, 16 (4): 413-425. (JCR3区)
Chunyan Zeng, Yao Yang, Zhifeng Wang*, Shuai Kong, Shixiong Feng. Audio Tampering Forensics Based on Representation Learning of ENF Phase Sequence[J]. International Journal of Digital Crime and Forensics, 2022, 14 (1): 1-19. (JCR4区)
Ming-Hu Wu, Song Cai, Chun-Yan Zeng, Zhi-Feng Wang, Nan Zhao, Li Zhu, Juan Wang. Big data analytics: an improved method for large-scale fabrics detection based on feature importance analysis from cascaded representation[J]. International Journal of Grid and Utility Computing, 2021, 12 (1): 81-93. (JCR4区)
Minghu Wu, Songnan Lv, Chunyan Zeng, Zhifeng Wang, Nan Zhao, Li Zhu, Juan Wang, Ming Wu. A Hybrid Recommender Method Based on Multiple Dimension Attention Analysis[J]. International Journal of Mobile Computing and Multimedia Communications, 2020, 11 (1): 42-57. (JCR4区)
Zheheng Rao, Chunyan Zeng, Minghu Wu, Zhifeng Wang, Nan Zhao, Min Liu, Xiangkui Wan. Research on a Handwritten Character Recognition Algorithm based on an Extended Nonlinear Kernel Residual Network[J]. KSII Transactions on Internet and Information Systems, 2018, 12 (1): 413~435. (JCR4区)
Zengzhao Chen, Chuanxu Zhao, Zhifeng Wang*, Chuan Liu, Qiuyu Zheng, Cheng Zou. DS-BTIAN: A Novel Deep-Shallow Bidirectional Transformer Interactive Attention Network for Multimodal Emotion Recognition[A]. ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)[C]. 2025: 1-5. (CCF B, 语音领域顶会)
Qiuyu Zheng, Zengzhao Chen, Zhifeng Wang*, Ge Hou, Chuan Liu, Chuanxu Zhao, Cheng Zou. Enhancing Domain Adaptation in Speaker Verification via Partially Shared Adversarial Network[A]. ICIC 2025 [C]: 158-168. (CCF C)
Ying Zhang, Yan Zhang, Wei Xu, Zhifeng Wang*, Jianwen Sun. SingPAD: A Knowledge Tracing Dataset Based on Music Performance Assessment[A]. Proceedings of the 17th International Conference on Educational Data Mining[C]. 2024: 332-340. (教育数据挖掘领域顶会)
罗恒, 廖小芳, 茹琦琦, 王志锋. 生成式人工智能支持的教师评语研究：基于初中数学课堂的实践探索[J]. 电化教育研究, 2024, 45 (5): 58-66. (CSSCI)
张思, 陈娟, 夏丹, 王涛, 王志锋, 刘清堂. 在线论坛中学习者兴趣与行为主题联合建模研究[J]. 远程教育杂志, 2022, 40 (01): 81-90. (CSSCI)
王志锋*, 熊莎莎, 左明章, 闵秋莎, 叶俊民. 智慧教育视域下的知识追踪:现状、框架及趋势[J]. 远程教育杂志, 2021, 39 (05): 45-54. (CSSCI)
周进, 叶俊民, 王志锋, 蔡霞, 李超. 国外情感分析教育应用的进展与启示[J]. 现代教育技术, 2020, 30 (12): 34-40. (CSSCI)
左明章, 赵蓉, 王志锋*, 李香勇, 徐燕丽. 基于论坛文本的互动话语分析模式构建与实践[J]. 电化教育研究, 2018, 39 (09): 51-58. (CSSCI)
叶俊民, 黄朋威, 王志锋, 罗达雄, 徐松, 徐晨. 基于个体学习者模型构建的学习效果评估研究[J]. 电化教育研究, 2018, 39 (10): 90-96. (CSSCI)
李香勇, 左明章, 王志锋. 学习分析的研究现状与未来展望——2016年学习分析和知识国际会议述评[J]. 开放教育研究, 2017, 23 (01): 46-55. (CSSCI)
李香勇, 左明章, 王志锋. 数据驱动的自适应学习分析模型研究[J]. 现代教育技术, 2017, 27 (10): 19-25. (CSSCI)
叶俊民, 陈曙, 郭思培, 王嫱, 黄朋威, 王志锋. 线下学习数据的分析方法研究[J]. 电化教育研究, 2016, 37 (12): 52-59. (CSSCI)
陈迪, 程朗, 王志锋*, 熊锦鹏, 张玉茹, 黎高赞. 论坛情感挖掘研究综述：现状、挑战与趋势[J]. 计算机工程与应用, 2021, 57 (17): 17-28. (EI期刊)
曾春艳, 严康, 王志锋*, 余琰, 纪纯妹. 深度学习模型可解释性研究综述[J]. 计算机工程与应用, 2021, 57 (08): 1-9. (EI期刊)
曾春艳, 余琰, 王志锋*, 夏诗言. 面向可解释压缩感知的算法展开综述[J]. 华中科技大学学报(自然科学版), 2022: 1-10. (EI期刊)
曾春艳, 严康, 王志锋*, 王正辉. 多尺度生成对抗网络下图像压缩感知重建算法[J]. 吉林大学学报(工学版), 2023, 53 (10): 2923-2931. (EI期刊)
王志锋, 湛健, 曾春艳, 叶俊民, 田元, 闵秋莎, 左明章. 数字音频来源被动取证研究综述[J]. 计算机工程与应用, 2020, 56 (05): 1-12. (EI期刊)
曾春艳, 马超峰, 王志锋*, 朱栋梁, 赵楠, 王娟, 刘聪. 深度学习框架下说话人识别研究综述[J]. 计算机工程与应用, 2020, 56 (07): 8-16. (EI期刊)
曾春艳, 马超峰, 王志锋, 孔祥斌. 基于卷积神经网络的鲁棒性说话人识别方法[J]. 华中科技大学学报(自然科学版), 2020, 48 (06): 39-44. (EI期刊)
曾春艳, 叶佳翔, 王志锋*, 武明虎. 深度学习框架下压缩感知重建算法综述[J]. 计算机工程与应用, 2019, 55 (17): 1-8+19. (EI期刊)
曾春艳, 王志锋*, 王静, 田元, 叶俊民, 左明章. 数字音频篡改被动检测研究综述[J]. 计算机工程与应用, 2019, 55 (02): 1-11+99. (EI期刊)
陈迪, 代艳君, 王志锋. 论坛主题挖掘研究综述[J]. 计算机工程与应用, 2017, 53 (16): 36-44. (EI期刊)
贺前华, 王志锋*, Alexander I. Rudnicky, 朱铮宇, 李新超. 基于改进PNCC特征和两步区分性训练的录音设备识别方法[J]. 电子学报, 2014, 42 (01): 191-198. (EI期刊)
贺前华, 何俊, 李艳雄, 王志锋. 基于相关维数的病变连续语音检测算法[J]. 华南理工大学学报(自然科学版), 2012, 40 (06): 1-5. (EI期刊)
王志锋*, 贺前华, 张雪源, 罗海宇, 苏卓生. 基于信道模式噪声的录音回放攻击检测[J]. 华南理工大学学报(自然科学版), 2011, 39 (10): 7-12. (EI期刊)
王志锋*, 沈嘉良, 侯玉林, 严文星, 罗恒, 左明章. 基于时空图卷积网络的智能学习诊断模型[J]. 华中师范大学学报, 2025, 59 (5): 730-742. (核心期刊)
叶俊民, 赵丽娴, 罗达雄, 王志锋, 陈曙. 基于学习者求助行为的论坛回答者推荐研究[J]. 小型微型计算机系统, 2019, 40 (03): 493-498. (核心期刊)
叶俊民, 黄朋威, 罗达雄, 王志锋, 陈曙. 一种基于HIN的学习资源推荐算法研究[J]. 小型微型计算机系统, 2019, 40 (04): 726-732. (核心期刊)
罗达雄, 叶俊民, 廖志鑫, 王志锋, 陈曙. 基于隐性行为的问题解决者推荐算法研究[J]. 小型微型计算机系统, 2019, 40 (03): 606-611. (核心期刊)
罗达雄, 叶俊民, 郭霄宇, 王志锋, 陈曙. ARPDF:基于对话流的学习者成绩等级预测算法[J]. 小型微型计算机系统, 2019, 40 (02): 267-274. (核心期刊)
王志锋*, 朱琳, 曾春艳, 闵秋莎, 夏丹. 数字图像重压缩检测研究综述[J]. 计算机科学, 2018, 45 (09): 20-29. (核心期刊)
田元, 王学璠, 王志锋, 陈加, 姚璜. 基于Kinect的实时手势识别方法[J]. 计算机工程与设计, 2018, 39 (06): 1721-1726. (核心期刊)
闵秋莎, 刘能, 陈雅婷, 王志锋*. 基于面部特征点定位的头部姿态估计[J]. 计算机工程, 2018, 44 (06): 263-269. (核心期刊)
叶竹君, 廖志鑫, 吴尚宇, 王志锋, 叶俊民. 基于线性拟合的学习者学习模式分析方法研究[J]. 计算机与数字工程, 2016, 44 (09): 1757-1760. (核心期刊)
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王志锋*, 何佳琪, 王勇宏, 左明章. SPOC论坛交互行为模式挖掘与学习成效分析[J]. 中国教育信息化, 2024, 30 (4): 118-128. (AMI)
罗恒, 李洁, 张雪迪, 王志锋*. 可视化反馈促进自我调节学习的实验研究[J]. 中国教育信息化, 2024, 30 (2): 119-128. (AMI)
魏艳涛, 雷芬, 胡美佳, 邓伟, 姚璜, 王志锋. 学生表情识别研究综述[J]. 中国教育信息化, 2020, (21): 48-55. (AMI)
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Zhifeng Wang, Jialong Yao, Chunyan Zeng, Wanxuan Wu, Hongmin Xu, Yang Yang. YOLOv5 Enhanced Learning Behavior Recognition and Analysis in Smart Classroom with Multiple Students[A]. 2022 International Conference on Intelligent Education and Intelligent Research (IEIR)[C]. IEEE, 2022: 23-29. (EI)
Zhifeng Wang, Wanxuan Wu, Chunyan Zeng, Jialong Yao, Yang Yang, Hongmin Xu. Smart Contract Vulnerability Detection for Educational Blockchain Based on Graph Neural Networks[A]. 2022 International Conference on Intelligent Education and Intelligent Research (IEIR)[C]. IEEE, 2022: 8-14. (EI)
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Chunyan Zeng, Dongliang Zhu, Zhifeng Wang*, Yao Yang. Deep and Shallow Feature Fusion and Recognition of Recording Devices Based on Attention Mechanism[A]. International Conference on Intelligent Networking and Collaborative Systems[C]. Springer, 2020: 372-381. (EI)
Chunyan Zeng, Zhenghui Wang, Zhifeng Wang*. Image Reconstruction of IoT based on Parallel CNN[A]. 2020 International Conferences on Internet of Things (iThings)[C]. Rhodes, Greece: IEEE, 2020: 258-263. (EI)
Zhifeng Wang, Chunyan Zeng, Surong Duan, Hongjie Ouyang, Hongmin Xu. Robust Speaker Recognition Based on Stacked Auto-encoders[A]. International Conference on Network-Based Information Systems[C]. Springer, 2020: 390-399. (EI)
Zhifeng Wang, Surong Duan, Chunyan Zeng, Xinguo Yu, Yang Yang, Helin Wu. Robust Speaker Identification of IoT based on Stacked Sparse Denoising Auto-encoders[A]. 2020 International Conferences on Internet of Things (iThings)[C]. Rhodes, Greece: IEEE, 2020: 252-257. (EI)
Shangli Zhou, Songnan Lv, Chunyan Zeng, Zhifeng Wang. A Matrix Factorization Recommendation Method Based on Multi-grained Cascade Forest[A]. International Conference on P2P, Parallel, Grid, Cloud and Internet Computing[C]. Springer, 2019: 494-502. (EI)
Shangli Zhou, Song Cai, Chunyan Zeng, Zhifeng Wang. A Cotton and Flax Fiber Classification Model Based on Transfer Learning and Spatial Fusion of Deep Features[A]. International Conference on P2P, Parallel, Grid, Cloud and Internet Computing[C]. Springer, 2019: 152-162. (EI)
Chunyan Zeng, Songnan Lv, Shangli Zhou, Zhifeng Wang. A Deep Hybrid Collaborative Filtering Based on Multi-dimension Analysis[A]. International Conference on Broadband and Wireless Computing, Communication and Applications[C]. Springer, 2019: 231-240. (EI)
Zhifeng Wang*, Rong Zhao, Yanli Xu, Xiangyong Li, Mingzhang Zuo, Junmin Ye. Interactive Discourse Analysis Based on the Forum Text Mining in Cloud Classroom[J]. International Journal of Information and Education Technology, 2019, 9 (3): 178~183.
Qiusha Min, Yating Chen, Zhifeng Wang, Dan Xia, Mingzhang Zuo, Junming Ye. A Neural Network Based Approach for Exhibition Evaluation in Modern Science and Technology Museums[J]. International Journal of Information and Education Technology, 2019, 9 (4): 274~279.
Yuhan Jiang, Song Cai, Chunyan Zeng, Zhifeng Wang. Classification of Cotton and Flax Fiber Images Based on Inductive Transfer Learning[A]. International Conference on Broadband and Wireless Computing, Communication and Applications[C]. Springer, 2019: 865-871. (EI)
Chunyan Zeng, Chaofeng Ma, Zhifeng Wang*, Jiaxiang Ye. Stacked Autoencoder Networks Based Speaker Recognition[A]. ICMLC 2018[C]. 2018: 294-299. (EI)
Junmin Ye, Qiang Wang, Zhifeng Wang*, Rong Zhao. Research of Recommendation Algorithm Based on Q&A Forum of Online Learning[J]. International Journal of Learning and Teaching, 2018, 4 (3): 170~177.
Zhifeng Wang*, Jing Wang, Chunyan Zeng, Qiusha Min, Yuan Tian, Mingzhang Zuo. Digital Audio Tampering Detection Based on ENF Consistency[A]. ICWAPR 2018[C]. 2018: 209-214. (EI)
Shangyu Wu, Junming Ye, Zhifeng Wang, Daxiong Luo, Rong Zhao. Analysis and Research on Learning Behavior Based on LMS[A]. ICAMEE 2017[C]. 2017: 214-218. (EI)
Zhifeng Wang, Lin Zhu, Qiusha Min, Chunyan Zeng. Double Compression Detection based on Feature Fusion[A]. ICMLC 2017[C]. 2017: 379-384. (EI)
Zhifeng Wang, Chunyan Zeng, Minzhang Zuo, Junmin Ye, Qiusha Min, Dan Xia. Analysis of Learning Behavior in a Blended Learning Environment[J]. International Journal of Modern Education Forum, 2017, 6: 94~101.
Zheheng Rao, Chunyan Zeng, Nan Zhao, Min Liu, Minghu Wu, Zhifeng Wang. A Deep Network with Composite Residual Structure for Handwritten Character Recognition[A]. International Conference on Emerging Internetworking, Data & Web Technologies[C]. 2017: 160-166. (EI)
Qiusha Min, Zhifeng Wang, Mei Wu. An Evaluation of Adobe Flash for Remote Access Medical Imaging Applications[A]. ICISP-BMEI 2017[C]. 2017: 645-650. (EI)
Daxiong Luo, Junmin Ye, Zhifeng Wang, Wangzhu Wang, Shangyu Wu, Shu Chen, Wei Zhou. Design and Implementation of Online Test System Based on Study Analysis[J]. International Journal of Modern Education Forum, 2017, 6: 85-93.
Junmin Ye, Zhifeng Wang, Yu Yi, Zhixin Liao, Shu Chen, Wei Zhou, Rong Li. Study on the Influence of Game Behaviors Towards Classroom Learning[J]. International Journal of Information and Computer Science, 2016, 5 (7): 61~68.
Zhifeng Wang*, Qingtang Liu, Huang Yao, Jia Chen. Virtual Chime-Bells Experimental System Based on Multi-modal Fusion[A]. 2015 International Conference of Educational Innovation through Technology (EITT)[C]. Wuhan, China: IEEE, 2015: 64-67. (EI)
Zhifeng Wang*, Qingtang Liu, Jia Chen, Huang Yao. Recording Source Identification Using Device Universal Background Model[A]. 2015 International Conference of Educational Innovation through Technology (EITT)[C]. Wuhan, China: IEEE, 2015: 19-23. (EI)
Zheng-Yu Zhu, Qian-Hua He, Xiao-Hui Feng, Yan-Xiong Li, Zhi-Feng Wang. Liveness detection using time drift between lip movement and voice[A]. 2013 International Conference on Machine Learning and Cybernetics[C]. 2013: 973-978. (EI)
Zhifeng Wang*, Gang Wei, Qianhua He. Channel Pattern Noise Based Playback Attack Detection Algorithm for Speaker Recognition[A]. ICMLC 2011[C]. 2011: 1708-1713. (EI)
Fucheng Guo, Zhifeng Wang, Jianwen Sun. A Framework of Interactive Educational Measurement through Traditional Scale Transformation with LLM Agent[A]. 2025 7th International Conference on Computer Science and Technologies in Education (CSTE)[C]. 2025: 622-627. (EI)
13、个人荣誉
获2024年湖北省科技进步奖三等奖
获2017年湖北省教学成果奖一等奖
入选中国知网2025年高被引学者
入选中国知网2024年高被引学者
获2025年“嘉必优”奖教金
获2025年课程思政优秀教师
获评“百度文心导师”
获2024年校级十佳班主任
获IEIR 2025最佳论文奖
获IEIR 2024最佳论文奖
获ICSET 2017最佳论文奖
获ICMLC 2017最佳论文奖
获ICMLC 2011优秀论文奖
指导学生获全国计算机设计大赛二等奖3项
指导学生获全国数字媒体大赛二等奖2项
指导学生获湖北省互联网+大赛二等奖2项
