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个人经历 personal experience 工作经历 教育经历 2014年10月-2016年05月     美国亚利桑那大学    研究助理2016年05月-2017年11月     美国亚利桑那大学    博士后研究员2018年01月-2018年09月     中国科学院自动化研究所复杂系统管理与控制国家重点实验室    研究助理2018年09月-至今                 西北工业大学计算机学院    副教授 2004年09月-2008年07月     西北工业大学计算机学院      本科2008年09月-2011年03月     西北工业大学计算机学院      工学硕士2010年09月-2016年05月     西北工业大学计算机学院     工学博士（提前攻博）2012年10月-2014年10月     美国亚利桑那大学      联合培养博士研究生

教育教学

教育教学 Education and teaching 教育教学 招生信息 承担《计算社会学（英）》、《程序设计实验III》等课程 研究内容涵盖：自然语言处理、无人驾驶、复杂网络、普适计算等。非常欢迎对相关领域感兴趣的报考硕士研究生。有意向者请发送个人简历到邮箱：liangyunji@nwpu.edu.cn

荣誉获奖

荣誉获奖 Awards Information 2020年陕西省科学技术自然科学奖一等奖（第五完成人）；2023年陕西省高等学校科学技术奖特等奖（第六完成人）；2021年西北工业大学“十育人”先进个人；2021年计算机学院优秀辅导员；2020年ACM西安新星奖；2020年获得全国大学生物联网设计竞赛（华为杯）总冠军；2019年7获得ISI 2019国际会议最佳论文奖；2019年1月获得陕西省优博博士论文；2018年4月获得“西北工业大学优秀博士论文”；

科学研究

科学研究 Scientific Research 主要研究方向普适计算、自然语言处理、人工智能、信息系统。

学术成果

学术成果 Academic Achievements [1] Yunji Liang, Nengzhen Chen, Zhiwen Yu, Learning Cross-Modality Interaction for Robust Depth Perception of Autonomous Driving. ACM TIST, 2024 (CCF B类期刊)[2] Youhong Wang, Yunji Liang. SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth Estimation. AAAI, 2024 (CCF A类会议)[3] Qiao Ke, Xinhui Jing, Marcin Wo？niak, Shuang Xu, Yunji Liang, Jiangbin Zheng, APGVAE: Adaptive Disentangled Representation Learning with the Graph-based Structure Information. Information Sciences. 2023 （CCF B类期刊）[4] Yunji Liang, Jiayuan Fan, Xiaolong Zheng, Yutong Wang, Luwen Huangfu, Vedant Ghavate, Zhiwen Yu. An Interpretable Image Denoising Framework via Dual Disentangled Representation Learning. IEEE Trans on Intelligent Vehicles, 2023 （SCI一区期刊）[5] Yunji Liang, Lei Liu, Luwen Huangfu, Sagar Samtani, Zhiwen Yu, and Daniel Zeng. Learning Entangled Interactions of Complex Causality via Self-Paced Contrastive Learning. ACM TKDD, 2023 （CCF B类期刊）[6] Zhiying Zhao, Yunji Liang, Yapeng Ji, Peng Zhang. Robust 3D Multi-object Tracking in Adverse Weather with Hard Sample Mining. IEEE ITSC 2023 (CCF B类会议)[7] Yunji Liang, Lei Liu, Yapeng Ji, Luwen Huangfu, Daniel Zeng. Identifying Emotional Causes of Mental Disorders from Social Media for Effective Intervention. Information Processing and Management 2023. Vol. 60, No. 4. (CCF B类期刊，SCI一区)[8] Yunji Liang, Lei Liu, Luwen Huangfu, Zhu Wang, Bin Guo. DeepApp: characterizing dynamic user interests for mobile application recommendation. WWW Journal 2023. (CCF B类期刊)[9] Yasan Ding, Bin Guo, Yan Liu, Yunji Liang, Haocheng Shen, and Zhiwen Yu. 2022. MetaDetector: Meta Event Knowledge Transfer for Fake News Detection. ACM Trans. Intell. Syst. Technol. 13, 6, Article 93 (December 2022), 25 pages.[10] Yunji Liang, Yuchen Qin, Qi Li, Xiaokai Yan, Sagar Samtani, and Zhiwen Yu. An Escalated Eavesdropping Attack on Mobile Devices via Low-Resolution Vibration Signals. IEEE Transaction on Dependable and Secure Computing. 2023 (CCF A类，SCI一区) [11] Yunji Liang, Yuchen Qin, Qi Li, Sagar Santani, Yanyong Zhang, and Zhiwen Yu. AccMyrinx: Speech Synthesis with Non-Acoustic Sensor. Ubicomp 2022 （CCF A类）[12] Yi Ouyang, Bin Guo, Qianru Wang, Yunji Liang, and Zhiwen Yu. Learning Dynamic App Usage Graph for Next Mobile App Recommendation, IEEE Transactions on Mobile Computing, 2022. （CCF A类，SCI一区）[13] Yunji Liang, Qiushi Wang, Kang Xiong, Xiaolong Zheng, Zhiwen Yu, and Daniel Zeng. Robust Detection of Malicious URLs with Self-Paced Wide & Deep Learning. IEEE Transaction on Dependable and Secure Computing. vol. 19, no. 2, pp. 717-730, 1 March-April 2022. (CCF A类，SCI一区) [14] Yunji Liang, Huihui Li, Bin Guo, Zhiwen Yu, Xiaolong Zheng, Sagar Samtani, Daniel D. Zeng. Fusion of Heterogeneous Attention Mechanisms in Multi-View Convolutional Neural Network for Text Classification. Information Sciences.Vol. 548, 2021, pp. 295-312（CCF B类，SCI一区）[15] Yunji Liang, Xin Wang, Zhiwen Yu, Bin Guo, Xiaolong Zheng, Sagar Samtani. Energy-Efficient Collaborative Sensing: Learning the Latent Correlations of Heterogeneous Sensors. ACM Transactions on Sensor Networks. Vol. 17(3), 2021（CCF B类）[16] Lei Tang, Zihang Liu, Rongguo Zhang, Zongtao Duan, Yunji Liang. Who Will Travel With Me? Personalized Ranking Using Attributed Network Embedding for Pooling. IEEE Transactions on Intelligent Transportation Systems PP(99):1-17. 2021 (SCI二区) [17] Shaoyang Hao, Bin Guo, Hao Wang, Yunji Liang, Lina Yao, Zhiwen Yu. DeepDepict: Enabling Information Rich, Personalized Product Description Generation with the Deep Multiple Pointer Generator Network. ACM Transaction on Knowledge Discovery from Data. 2021（CCF B类）[18] Yixuan Zhang, Bin Guo, Jiaqi Liu, Zhu Wang, Yunji Liang, Zhiwen Yu. App Popularity Prediction by Incorporating Time-Varying Hierarchical Interactions. IEEE Transactions on Mobile Computing. 2020（CCF A类）[19] Yunji Liang, Bin Guo, Zhiwen Yu, Xiaolong Zheng, Zhu Wang, Lei Tang. A Multi-View Attention-based Deep Learning System for Online Deviant Content Detection. World Wide Web. 2020（CCF B类）[20] Yunji Liang, Sagar Samtani, Bin Guo, Zhiwen Yu. Behavioral Biometrics for Continuous Authentication in the Internet of Things Era: An Artificial Intelligence Perspective. IEEE Internet of Things Journal. 2020 (SCI一区)[21] Bin Guo, Yasan Ding, Lina Yao, Yunji Liang, Zhiwen Yu. The Future of false information Detection on social media: New Perspectives and Trends. ACM Computing Surveys. 2020 (SCI一区)[22] Yunji Liang, Xiaolong Zheng, Daniel Zeng. A Survey on Big Data-Driven Digital Phenotyping of Mental Health. Information Fusion. Vol. 52. 2019. pp. 290-307. (SCI一区)

综合介绍

社会兼职 Social Appointments 担任中国指挥与控制学会大数据科学与工程专委会委员；CCF普适计算专委会委员；担任多个国际期刊包括IEEE Communication Magazine, IEEE THMS, IEEE TON, IEEE Systems Journal, ACM TIST, IEEE Pervasive Computing的审稿人。