Meihuizi Jia

Meihuizi Jia

Beijing Institute of Technology

😊 About me

I am a Ph.D. candidate at Beijing Institute of Technology, advised by Prof. Lejian Liao (廖乐健), and I am studying at Nanyang Technological University in Singapore as a visiting student, advised by Asst. Prof. Anh Tuan Luu. I worked at JD AI Lab, NLP group as a research intern engineer since 2021.11, advised by Dr. Meng Chen (陈蒙) and Dr. Xiaodong He (何晓东). I graduated from Northwest Normal University with a master’s degree, advised by Prof. Huifang Ma (马慧芳).

My research interests:

  • Natural Language Processing
  • Multimodal Learning
  • Machine Reading Comprehension
  • Multimodal Information Extraction
  • Multimodal Reasoning

📝 Publications

  • Meihuizi Jia, Lei Shen, Anh Tuan Luu, Meng Chen, Jing Xu, Lejian Liao, Shaozu Yuan, Xiaodong He. XXXX. WSDM 2024, under review.
  • Meihuizi Jia, Lei Shen, Xin Shen, Lejian Liao, Meng Chen, Xiaodong He, Zhendong Chen, Jiaqi Li. MNER-QG: An end-to-end MRC framework for multimodal named entity recognition with query grounding, AAAI 2023, 37(7): 8032-8040 (Oral) .
  • Meihuizi Jia, Xin Shen, Lei Shen, Jinhui Pang, Lejian Liao, Yang Song, Meng Chen, Xiaodong He. Query prior matters: a MRC framework for multimodal named entity recognition. ACM MM 2022, 3549-3558.
  • Meihuizi Jia, Lejian Liao, Wenjing Wang, Fei Li, Zhendong Chen, Jiaqi Li, Heyan Huang. Keywords-aware dynamic graph neural network for multi-hop reading comprehension[J]. Neurocomputing, 2022, 501: 25-40.
  • Meihuizi Jia, Ruixue Liu, Peiying Wang, Yang Song, Zexi Xi, Haobin Li, Xin Shen, Meng Chen, Jinhui Pang, Xiaodong He. E-ConvRec: a large-scale conversational recommendation dataset for E-commerce customer service. LREC 2022: 5787-5796.
  • Zhendong Chen, Fuzhen Zhuang, Lejian Liao, Meihuizi Jia, Jiaqi Li, Heyan Huang: Effectively Modeling Sentence Interactions with Factorization Machines for Fact Verification[J]. IEEE Intelligent Systems, 2023.
  • Zhendong Chen, Siu Cheung Hui, Fuzhen Zhuang, Lejian Liao, Fei Li, Meihuizi Jia, Jiaqi Li: EvidenceNet: Evidence Fusion Network for Fact Verification. WWW 2022: 2636-2645 (Oral) .
  • Fei Li, Zheng Wang, Siu Cheung Hui, Lejian Liao, Dandan Song, Jing Xu, Guoxiu He, Meihuizi Jia: Modularized Interaction Network for Named Entity Recognition. ACL/IJCNLP (1) 2021: 200-209 (Oral) .
  • Huifang Ma, Di Zhang, Meihuizi Jia. A term correlation based semi-supervised microblog clustering with dual constraints[J]. International Journal of Machine Learning and Cybernetics, 2019, 10: 679-692.
  • Huifang Ma, Meihuizi Jia, Di Zhang, Xianghong Lin. Combining tag correlation and user social relation for microblog recommendation[J]. Information Sciences, 2017, 385: 325-337.
  • Huifang Ma, Meihuizi Jia, Di Zhang, Xianghong Lin, Microblog recommendation method integrating label association relationship and user social relationship[J]., Acta Electronica Sinica (Chinese:电子学报)., 2017,45(01):112-118.
  • Huifang Ma, Meihuizi Jia, Xianghong Lin, Fuzhen Zhuang. Tag correlation and user social relation based microblog recommendation. IJCNN 2016: 2424-2430.
  • Huifang Ma, Meihuizi Jia, Meng Xie, Xianghong Lin. A Microblog Recommendation Algorithm Based on Multi-tag Correlation. KSEM 2015: 483-488.
  • Huifang Ma, Meihuizi Jia, Weizhong Zhao, Xianghong Lin. Semi-supervised Microblog Clustering Method via Dual Constraints. KSEM 2015: 360-369.
  • Huifang Ma, Meihuizi Jia, YaKai Shi, Zhanjun Hao. Semi-supervised Nonnegative Matrix Factorization for Microblog Clustering Based on Term Correlation. APWeb 2014: 511-516.
  • Yuexin Sun, Huifang Ma, Meihuizi Jia, Peiqing Wang. An Efficient Microblog Hot Topic Detection Algorithm Based on Two Stage Clustering. Intelligent Information Processing 2014: 90-95.

📚 Patent

  • 2021.08，A keyword-driven multi-hop reading comprehension method based on dynamic graph neural networks, National Invention Patent (Chinese), The patent has been published, Rank first.

🎖 Honors and Awards

  • 2020.08 Awarded by the China Scholarship Council (CSC).
  • 2018-2022 Academic Scholarship
  • 2016 Outstanding Master’s Graduate Award of Northwest Normal University
  • 2015 First-Class Academic Scholarship

📖 Educations

  • 2022.12 - now, Nanyang Technological University (visiting student), Singapore
  • 2018.09 - now, Beijing Institute of Technology (Ph.D Candidate), Beijing, China
  • 2013.09 - 2016.06, Northwest Normal University, Lanzhou, China

💻 Works/Internships

  • 2021.11 - 2022.12, JD AI Lab, NLP group –Algorithm engineer (research), Beijing, China.
  • 2016.07 - 2018.04, Bank of China, Shaanxi, China.

💬 Talks

  • 2023.02, An end-to-end MRC framework for multimodal named entity recognition with query grounding, AAAI, Washington, USA, Online.
  • 2015.8, A microblog recommendation algorithm based on multi-tag correlation, KSEM, Chongqing, China, in-person.
  • 2014.07, Microblog hot topic detection based on topic model using term correlation matrix, ICMLC, Lanzhou, China, in-person.