个人简介
科研项目
1.2021年主持国家自然科学基金青年项目,情感感知的可解释虚假新闻检测研究(62102159),在研
2.2021年主持教育部人文社科青年项目,情境大数据驱动的社交媒体虚假信息识别模型与治理策略研究(21YJC870002),在研
3.2020年主持湖北省自然科学基金青年项目,面向中医药古文献的中医术语识别研究(2020CFB492 ),在研
4.2020年主持湖北省博士后科技活动项目,基于句法增强深度神经网络的文本情感分析及实证研究(30205202005),在研
5.2019年主持中央高校基本科研业务费专项资金青年教师项目,面向重大突发事件的多模态舆情情感识别研究(30106200278),结题
出版著作
1.曾江峰编著.基于深度学习的文本情感计算研究[M],武汉大学出版社,2020
个人荣誉
1.2020年度教职工履职考核被评为优秀
研究领域
1.机器学习
2.数据挖掘
3.自然语言处理
4.计算机视觉
5.虚假新闻检测
近期论文
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1.Jiangfeng Zeng, Yin Zhang, and Xiao Ma*. "Fake news detection for epidemic emergencies via deep correlations between text and images." Sustainable Cities and Society 66 (2021): 102652.(JCR Q1, IF=5.268)
2.Wei Chen, Xiao Ma, Jiangfeng Zeng*, et al. Hierarchical Quantization for Billion-scale Similarity Retrieval on GPUs. Computers & Electrical Engineering, 2021,90: 107002. (JCR Q2,IF=3.818)
3.Tianming Jiang, Jiangfeng Zeng*, et al. Lifelong Disk Failure Prediction via GAN-based Anomaly Detection. International Conference on Computer Design, 2019: 199-207. (EI, CCF B类会议)
4.Jiangfeng Zeng, Xiao Ma, Ke Zhou*. Photo-Realistic Face Age Progression/Regression Using a Single Generative Adversarial Network. Neurocomputing. (JCR Q1,IF=4.072)
5.Jiangfeng Zeng, Ke Zhou, Xiao Ma*, Fuhao Zou, Hua Wang. Exploiting Cluster-based Meta Paths for Link Prediction in Signed Networks. Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, pages: 1905-1908. (EI,CCF B类会议)
6.Ke Zhou, Jiangfeng Zeng*, Yu Liu, Fuhao Zou. Deep sentiment hashing for text retrieval in social CIoT. Future Generation Computer Systems, 2018, Vol 86, pages:362-371. (JCR Q1,IF=5.768)
7.Jiangfeng Zeng, Xiao Ma, Ke Zhou*. CAAE++: Improved CAAE for Age Progression/Regression. IEEE Access, 2018, Vol 6, pages:66715-66722. (JCR Q1,IF=4.098)
8.Jiangfeng Zeng, Xiao Ma, Ke Zhou*. Enhancing Attention-based LSTM with Position Context for Aspect-level Sentiment Classification. IEEE Access, 2019, Vol 7, pages: 20462-20471. (JCR Q1,IF=4.098)
9.Jiangfeng Zeng, Ming Yang, Ke Zhou*, Xiao Ma, Yangtao Wang, Xiaodong Xu, Zhili Xiao. Improved Review Sentiment Analysis with A Syntax-aware Encoder. APWeb-WAIM 2019. (EI, CCF C类会议)
10.Xiao Ma, Jiangfeng Zeng, Limei Peng, Giancarlo Fortino, Yin Zhang*. Modeling multi-aspects within one opinionated sentence simultaneously for aspect-level sentiment analysis. Future Generation Computer Systems, 2018, Vol 93, pages:304-311. (JCR Q1,IF=5.768)
11.Xiao Ma, Yin Zhang*, Jiangfeng Zeng. Newly Published Scientific Papers Recommendation in Heterogeneous Information Networks. Mobile Networks and Applications, 2018. (JCR Q2,IF=2.39)
12.Xiao Ma, Hongwei Lu, Zaobin Gan*, Jiangfeng Zeng. An explicit trust and distrust clustering based collaborative filtering recommendation approach. Electronic Commerce Research and Applications, 2017, Vol 25, pages:29-39. (JCR Q2,IF=2.911)
13.Yangtao Wang, Yu Liu, Yifei Liu, Ke Zhou*, Yujuan Yang, Jiangfeng Zeng, Xiaodong Xu, and Zhili Xiao. Analysis and Management to Hash-Based Graph and Rank. APWeb-WAIM 2019. (EI, CCF C类会议)