个人简介
胡琳梅，博士，预聘副教授、特别研究员，博士生导师、硕士生导师。2018年于清华大学获得博士学位，荣获北京市优秀毕业生。2019年获得微软亚研院铸星计划支持。主持参与多项国家级项目，包括国家自然科学基金重点项目。发表高水平论文30余篇，包括一篇ESI高被引论文，顶级国际会议CCF A/B等。申请专利10余项（2项已授权）。指导博士/硕士研究生10余人。以第一作者发布译著《异质信息网络分析和应用》（机械工业出版），以第三作者发布教材《数据科学导论》，清华大学出版。
CCF会员，人工智能学会会员，人工智能学会自然语言理解专委会委员，中国中文信息处理学会会员，中国中文信息处理学会青年工作委员会委员，中国中文信息学会语言与知识计算专委会委员。
担任顶级国际会议CCF A类IJCAI SPC(高级审稿人) ，AAAI，ACL，KDD PC，担任CCF B类会议EMNLP, WSDM, CIKM，COLING，ISWC PC (审稿人)。担任顶级期刊AI, TKDE, TNNLS，Neurocomputing，KBS等审稿人。
承担科研情况
国家自然科学基金面上项目，融合知识的可解释多模态虚假信息检测方法研究， 2023/01-2026/12，在研，负责人
国家青年自然科学基金项目，基于深度强化学习的新闻事件预测方法研究 ，2019/01-2021/12，结题，负责人
北京智源人工智能研究院悟道基金项目，融合知识的增量预训练语言模型及其可解释性，2022/01-2022/12，在研，负责人
国家自然科学基金通用技术基础研究联合基金重点项目，基于网络行为的人物心理刻画方法，2020/01-2022/12，在研，参与
所获奖励
2018年 北京市优秀毕业生
近期论文
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Knowledgeable Parameter Efficient Tuning Network for Commonsense Question Answering Ziwang Zhao,Linmei Hu,Hanyu Zhao,Yingxia Shao,Yequan Wang Annual Meeting of the Association for Computational Linguistics (ACL)（2023）
A Survey on Multimodal Knowledge Graphs: Construction, Completion and Applications Yong Chen,Xinkai Ge,Shengli Yang,Linmei Hu,Jie Li,Jinwen Zhang MATHEMATICSno. 8 (2023)
ChatLLM Network: More brains, More intelligence Rui Hao,Linmei Hu,Weijian Qi,Qingliu Wu,Yirui Zhang,Liqiang Nie CoRR?(2023)
Multimodal Matching-aware Co-attention Networks with Mutual Knowledge Distillation for Fake News Detection Linmei Hu,Ziwang Zhao,Weijian Qi,Xuemeng Song,Liqiang Nie arXiv · Information Retrieval（2023）
Causal Intervention and Counterfactual Reasoning for Multi-modal Fake News Detection Ziwei Chen,Linmei Hu,Weixin Li,Yingxia Shao,Liqiang Nie Annual Meeting of the Association for Computational Linguistics (ACL)（2023）
Verbalizer or Classifier? A New Prompt Learning Model for Event Causality Identification Weiwei Zhang,Linmei Hu,Yuting Wei,Bin Wu IJCNNpp.1-7, (2023)
Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model Xiaolin Chen,Xuemeng Song,Liqiang Jing,Shuo Li,Linmei Hu,Liqiang Nie arXiv · Computation and Language（2022）
A lexical psycholinguistic knowledge-guided graph neural network for interpretable personality detection Yangfu Zhu,Linmei Hu,Nianwen Ning,Wei Zhang,Bin Wu Knowledge-Based Systems（2022）
Yangfu Zhu#, Linmei Hu#*（共一），Xinkai Ge, Wanrong Peng, Bin Wu: Contrastive Graph Transformer Network for Personality Detection. IJCAI 2022:4559-4565 (CCF A)
Linmei Hu, Ziwei Chen, Ziwang Zhao, Jianhua Yin, Liqiang Nie, Causal Inference for Leveraging Image-text Matching Bias in Multi-modal Fake News Detection. TKDE.（CCF A在投，小修）
Linmei Hu，Tianchi Yang，Luhao Zhang, Wanjun Zhong, Duyu Tang, Chuan Shi, Nan Duan, Ming Zhou. Compare To The Knowledge: Graph Neural Fake News Detection with External Knowledge. ACL 2021：754-763. (CCF A)
Tianchi Yang, Linmei Hu, Chuan Shi, Houye Ji, Xiaoli Li, Liqiang Nie. HGAT：Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification. TOIS 2021, Volume 39, Issue 3, 32:1-32:29 . (CCF A)
Chuan Shi, Yuanfu Lu, Linmei Hu*, Zhiyuan Liu, Huadong Ma. RHINE: Relation Structure-Aware Heterogeneous Information Network Embedding. TKDE 2022. Volume 34 (1):433-447. (ESI高被引, SCI, CCF A)
Linmei Hu, Siyong Xu, Chen Li, Cheng Yang, Chuan Shi, Nan Duan, Xing Xie, Ming Zhou. Graph Neural News Recommendation with Unsupervised Preference Disentanglement. ACL 2020: 4255-4264. (CCF A)
Linmei Hu, Juanzi Li, Liqiang Nie, Xiao-Li Li, Chao Shao. What Happens Next? Future Subevent Prediction Using Contextual Hierarchical LSTM, AAAI 2017: 3450-3456 （CCF A）
Linmei Hu, Xuzhong Wang, Mengdi Zhang, Juan-Zi Li, Xiaoli Li, Chao Shao, Jie Tang, Yongbin Liu. Learning Topic Hierarchies for Wikipedia Categories. ACL (2) 2015: 346-351. （CCF A）
Lu Yuanfu, Chuan Shi, Linmei Hu, Zhiyuan Liu. Relation Structure-Aware Heterogeneous Information Network Embedding. AAAI, 2019, 33: 4456-4463. （CCF A）
Na Zheng, Xuemeng Song, Zhaozheng Chen, Linmei Hu, Da Cao, Liqiang Nie. Virtually Trying on New Clothing with Arbitrary Poses. In ACM MM 2019: 266-274. (CCF A)
Shaohua Fan, Junxiong Zhu, Xiaotian Han, Chuan Shi, Linmei Hu, Biyu Ma, Yongliang Li.Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation. KDD 2019: 2478-2486. （CCF A）
Linmei Hu, Tianchi Yang, Chuan Shi, Houye Ji, Xiaoli Li. Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification. EMNLP 2019: 4823-4832. （CCF B）
Linmei Hu, Luhao Zhang, Chuan Shi, Liqiang Nie, Weiling Guan, Cheng Yang. Improving Distantly-Supervised Relation Extraction with Joint Label Embedding. EMNLP 2019: 3812-3820. (CCF B)
Linmei Hu, Juanzi Li, Xiaoli Li, Chao Shao, Xuzhong Wang. TSDPMM: Incorporating Prior Topic Knowledge into Dirichlet Process Mixture Models for Text Clustering. EMNLP 2015: 787-792. (CCF B)
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