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王志锋

教授、硕士生导师

同专业硕导

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王志锋

教授、硕士生导师

同专业硕导

访问量：

最后更新时间：--

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。

基本信息

电子邮箱：
所在单位：人工智能教育学部
办公地点：南湖综合楼N7018
性别：男
职称：教授
在职信息：在职
所属院系：人工智能教育学部
学科：信号与信息处理
招生学科：计算机科学与技术、计算机应用技术、教育技术学

教育经历

工作经历

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

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

社会兼职

IEEE会员
ACM会员
CCF会员
美国心理学会会员

研究方向

教育教学

学生信息

其他

朱琳,硕士研究生,2015年入学(已毕业),机器视觉,晴川学院，讲师

科学研究

论文成果

科研项目

著作成果

专利成果

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

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

王志锋

教授 、 硕士生导师

王志锋

教授 、 硕士生导师

个人简介

基本信息

教育经历

工作经历

社会兼职

研究方向

人工智能

图像与音视频智能信息处理

知识追踪

认知诊断

学习分析

自适应学习

机器学习

深度学习

人机交互

虚拟现实

游戏技术

教育数据挖掘

多媒体取证

教育教学

学生信息

其他

科学研究

论文成果

.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)

.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)

教授、硕士生导师

教授、硕士生导师