Yueheng Sun 孙越恒

        Ph.D, Associate Professor         College of Intelligence and Computing         Tianjin University

        Office:Room B529, No.55 Building         Address:Peiyang Park Campus, Jinnan District, Tianjin, 300350         Email:yhs@tju.edu.cn

        Phone:+86 13612043296

 

 

Research Interests

Web Data Mining，Intelligence Analysis and Security Applications

 

About Me

Deputy Director of Tianjin Public Safety Big Data Technology Engineering Center, and expert of the Technical Group of the Science and Technology Commission. Mainly engaged in research work of security data mining, intelligence analysis and application. Hosted over 20 projects, including 8 national level projects; Authorized and applied for 16 invention patents and software works, and published over 40 papers including SCI and CCF top conferences. Key research focuses on the integration and mining analysis methods of security big data based on complexity science, solving technical problems in practical applications, and developing corresponding systems for national departments and industry enterprises. We provide over 200 pieces of warning information and hundreds of specialized reports, of which 9 recommendation reports have been adopted by the Cyberspace Administration of China, national security departments, and the Tianjin Municipal Committee.

Publications

  1. Huiyao Chen, Yueheng Sun, Meishan Zhang, Min Zhang. Automatic Noise Generation and Reduction for Text Classification [J]. IEEE ACM Trans. Audio Speech Lang. Process. 2024, 32: 139-150

  2. Hongyan Xu, Qiyao Peng, Hongtao Liu, Yueheng Sun, Wenjun Wang. Group-Based Personalized News Recommendation with Long- and Short-Term Fine-Grained Matching [J]. ACM Trans. Inf. Syst. 2024, 42(1): 3:1-3:27

  3. Yitong Yao, Jing Zhang, Peng Zhang, Yueheng Sun. A Dual-branch Learning Model with Gradient-balanced Loss for Long-tailed Multi-label Text Classification [J]. ACM Trans. Inf. Syst. 2024, 42(2): 34:1-34:24

  4. Xiangfu He, Qiyao Peng, Minglai Shao,Yueheng Sun. Diffusion Review-Based Recommendation [C]. KSEM 2024: 255-269

  5. Bonian Jia, Huiyao Chen, Yueheng Sun, Meishan Zhang, Min Zhang. LLM-Driven Multimodal Opinion Expression Identification [C]. InterSpeech 2024

  6. Yinghui Wang, Wenjun Wang, Minglai Shao, Yueheng Sun. Deep Cross-Network Alignment with Anchor Node Pair Diverse Local Structure [J]. Algorithms. 2023, 16(5): 234

  7. Minglai Shao, Yujie Lin, Qiyao Peng, Jun Zhao, Zhan Pei, Yueheng Sun. Learning graph deep autoencoder for anomaly detection in multi-attributed networks [J]. Knowl. Based Syst. 2023, 260: 110084

  8. Yueheng Sun, Mengyu Jia, Chang Liu, Minglai Shao. Heterogeneous network representation learning based on role feature extraction [J]. Pattern Recognit. 2023, 144: 109870

  9. Fan Zhang, Meishan Zhang, Shuang Liu, Yueheng Sun, Nan Duan. Enhancing RDF Verbalization with Descriptive and Relational Knowledge [J]. ACM Trans. Asian Low Resour. Lang. Inf. Process. 2023, 22(6): 174:1-174:18

  10. Meishan Zhang, Peiming Guo, Peijie Jiang, Dingkun Long, Yueheng Sun, Guangwei Xu, Pengjun Xie, Min Zhang. Fine-Grained Domain Adaptation for Chinese Syntactic Processing [J]. ACM Trans. Asian Low Resour. Lang. Inf. Process. 2023, 22(11): 251:1-251:24

  11. Peiming Guo, Shen Huang, Peijie Jiang, Yueheng Sunn, Meishan Zhang, Min Zhang. Curriculum-Style Fine-Grained Adaption for Unsupervised Cross-Lingual Dependency Transfer [C]. IEEE ACM Trans. Audio Speech Lang. Process. 2023, 31: 322-332

  12. Xiuqing Lv, Peng Zhang, Sunzhu Li, Guobing Gan, Yueheng Sun. LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing [C]. ACL (Findings) 2023: 10323-10335

  13. Junlin Li, Yueheng Sun, Minglai Shao. Multi-Order Relations Hyperbolic Fusion for Heterogeneous Graphs [C]. CIKM 2023: 1358-1367

  14. Jingyuan Zhang, Wenjun Wang, Tianpeng Li, Minglai Shao, Jiye Liu, Yueheng Sun. Joint Community and Structural Hole Spanner Detection via Graph Contrastive Learning [C]. KSEM 2023: 403-417

  15. Liting Li, Yueheng Sun, Tianpeng Li, Minglai Shao. Robust Few-Shot Graph Anomaly Detection via Graph Coarsening [C]. KSEM 2023: 414-429

  16. Jun Wang, Wenjun Wang, Wei Yu, Xueli Liu, Keyong Jia, Xiaoming Li, Min Zhong, Yueheng Sun, Yuqing Xu. STHGCN: A spatiotemporal prediction framework based on higher-order graph convolution networks [J]. Knowl. Based Syst. 2022, 258: 109985

  17. Hongtao Liu, Wenjun Wang, Hongyan Xu, Qiyao Peng, Pengfei Jiao, Yueheng Sun. Towards Personalized Review Generation with Gated Multi-source Fusion Network [C]. DASFAA 2022.

  18. Xin Zhang, Yong Jiang, Xiaobin Wang, Xuming Hu, Yueheng Sun, Pengjun Xie, Meishan Zhang Domain-Specific NER via Retrieving Correlated Samples [C]. COLING 2022: 2398-2404.

  19. Xin Zhang, Guangwei Xu, Yueheng Sun, Meishan Zhang, Xiaobin Wang, Min Zhang. Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations [C]. ACL 2022: 2801-2813.

  20. Gongyao Jiang, Shuang Liu, Yu Zhao, Yueheng Sun, Meishan Zhang. Fake news detection via knowledgeable prompt learning [J]. Information Processing and Management. 2022, 59(5): 103029.

  21. Yinghui Wang, Wenjun Wang, Zixu Zhen, Qiyao Peng, Pengfei Jiao, Wei Liang, Minglai Shao, Yueheng Sun. Geometry interaction network alignment [J]. Neurocomputing, 2022, 501: 618-628.

  22. Yu Yang, Wang Wenjun, Shao Minglai, Wu Nannan, Sun Ying, Yueheng Sun, Tian Qiang. Multi-users interaction anomalous subgraph detection for event mining [J]. Neurocomputing, 2022, 509: 34-45.

  23. Bin Guo, Yasan Ding, Yueheng Sun, Shuai Ma, Ke Li, Zhiwen Yu. The mass, fake news, and cognition security [J]. Frontiers Comput. Sci. 2021, 15(3): 153806.

  24. Xin Zhang, Guangwei Xu, Yueheng Sun, Meishan Zhang, Pengjun Xie. Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition [C]. ACL/IJCNLP 2021: 5558-5570

  25. Peijie Jiang, Dingkun Long, Yueheng Sun, Meishan Zhang, Guangwei Xu, Pengjun Xie. A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging [C]. EMNLP 2021: 3587-3598

  26. Zhichao Lin, Yueheng Sun, Meishan Zhang. A Graph-Based Neural Model for End-to-End Frame Semantic Parsing [C]. EMNLP 2021: 3864-3874

  27. Liu Chaochao, Wang Wenjun, Jiao Pengfei, Sun Yueheng, et al. CPNSA: Cascade Prediction with Network Structure Attention [C]. CollaborateCom 2020: 64-79.

  28. Chaochao Liu, Wenjun Wang, Pengfei Jiao, Xue Chen, Yueheng Sun. Cascade modeling with multihead self-attention [C]. IJCNN, 2020: 1-8.

  29. Yueheng Sun, Yao Weiyi, Wang Wenjun. Research on the Sentiment Discrimination of Network Public Opinion for Government Departments [J]. Journal of Intelligence, 2020, 39(08): 88-93.

  30. Yueheng Sun, Liu Xiaotong, Wang Wenjun. Predicting the Event-driven Evolution Behavior of Online Social Groups [J]. Journal of Intelligence, 2019,38(06):110-117.

  31. Chaochao Liu, Wenjun Wang, Yueheng Sun. Community structure enhanced cascade prediction [J]. Neurocomputing 2019, 359: 276-284

  32. Yao Weiyi, Jiao Pengfei, Wang Wenjun,Yueheng Sun. Understanding human reposting patterns on Sina Weibo from a global perspective [J]. Physica A: Statistical Mechanics and its Applications, 2019, 518: 374-383.

  33. Qiyao Peng, Peiyi Wang, Wenjun Wang, Hongtao Liu, Yueheng Sun, Pengfei Jiao. NRSA: Neural Recommendation with Summary-Aware Attention [C]. KSEM, 2019: 128-140

  34. Hongtao Liu, Peiyi Wang, Fangzhao Wu, Pengfei Jiao, Wenjun Wang, Xing Xie, Yueheng Sun. REET: Joint Relation Extraction and Entity Typing via Multi-task Learning [C]. NLPCC 2019: 327-339

  35. Pengfei Jiao, Wei Yu, Wenjun Wang, Xiaoming Li, Yueheng Sun. Exploring temporal community structure and constant evolutionary pattern hiding in dynamic networks [J]. Neurocomputing, 2018, 314: 224-233.

  36. Hongyan Xu, Hongtao Liu, Wenjun Wang, Yueheng Sun, Pengfei Jiao. NE-FLGC: Network Embedding Based on Fusing Local (First-Order) and Global (Second-Order) Network Structure with Node Content [C]. PAKDD 2018: 260-271.

  37. Yueheng Sun, Wang Wenjun. The Credibility Evaluation System for Social Entities Based on Internet Media [J]. Journal of Tianjin University (Social Sciences), 2016,18(03):243-247.

  38. Yueheng Sun, Wang Wenjun, Chi Xiaotong, et al. The correlation mining and prediction of social security events based on multi-dimensional time series model [J]. Journal of Tianjin University (Social Sciences), 2016,18(02):97-102.

  39. Yueheng Sun, Deng Zheng, Wang Linmei. Analysis on Content Grouping and Pushing Technologies for Online Paper publication Platform [J]. Journal of Tianjin University (Social Sciences), 2009,11(04):353-356.

  40. Sun Yueheng, Li Zhisheng, He Pilian. Automatic Terminology Translation Based on Partially-parallel Web Corpus [J]. Journal of the China Society for Scientific and Technical Information, 2009, 28(1):97-104.

  41. Yueheng Sun, Jianyong Sun, Qingfu Zhang. An Evolutionary Approach for Survivable Network under SRLG Constraints [C]. ICNC 2009: 122-126.

  42. Gao Cong, Long Wang, Chin-Yew Lin, Young-In Song, Yueheng Sun. Finding question-answer pairs from online forums [C]. SIGIR 2008: 467-474.

     

Projects

Principal Investigator