Publications (Google Scholar Profile)

Awards

• 2019 ACM SIGMOD China Doctoral Dissertation Award (Only two awardees China-wide)

Tutorial

• [Recent Advances in Entity Resolution][Video]
  Bing Li, Yaoshu Wang, Wei Wang,
  40th International Conference on Conceptual Modeling, (2021).

Publications

1. [GrapHAR: A Lightweight Human Activity Recognition Model by Exploring the Sub-carrier Correlations][PDF]
   Wei Meng, Zhicong Liu, Bing Li*, Wei Cui, Joey Tianyi Zhou, Le Zhang
   IEEE Transactions on Wireless Communications , (2023).

2. [DifFormer: Multi-resolutional Differencing Transformer with Dynamic Ranging for Time Series Analysis][PDF]
   Bing Li, Wei Cui, Le Zhang, Ce Zhu, Wei Wang, Ivor Tsang, Joey Tianyi Zhou
   IEEE TPAMI, (2023).

3. [Dipping PLMs Sauce: Bridging Structure and Text for Effective Knowledge Graph Completion via Conditional Soft Prompting][PDF]
   Chen Chen, Yufei Wang, Aixin Sun, Bing Li and Kwok-Yan Lam
   ACL, (2023).

4. [Cost-effective Elderly Fall Detection with Symmetry Transformer Networks][PDF]
   Bing Li, Wei Cui, Yanru Chen, Joey Tianyi Zhou, Zhenghua Chen, Yuli Li, Wu Min
   IEEE SmartCity, (2022)
   **IEEE Best Paper Award (1/1).

5. [Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion][PDF]
   Chen Chen, Yufei Wang, Bing Li and Kwok-Yan Lam
   COLING, (2022).

6. [MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction][PDF]
   Linhan Zhang, Qian Chen, Wen Wang, Chong Deng, ShiLiang Zhang, Bing Li, Wei Wang, Xin Cao
   ACL, (2022).

7. [Privacy-Preserving Cross-Environment Human Activity Recognition][PDF]
   Le Zhang, Wei Cui, Bing Li*, Zhenghua Chen, Min Wu, Teo Sin Gee
   IEEE Transactions on Cybernetics, (2021).

8. [Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations][PDF]
   Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Florence T Bourgeois, Adam G Dunn
   EMNLP, (2021).

9. [Improving the Efficiency and Effectiveness for BERT-based Entity Resolution][PDF]
   Bing Li, Yukai Miao, Yaoshu Wang, Yifang Sun, Wei Wang,
   AAAI, (2021).

10. [Two-Stream Convolution Augmented Transformer for Human Activity Recognition][PDF][Code]
    Bing Li, Wei Cui, Wei Wang, Le Zhang, Zhenghua Chen, Min Wu,
    AAAI, (2021).

11. [GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks][PDF][Code]
    Bing Li, Wei Wang, Yifang Sun, Linhan Zhang, Muhammad Asif Ali, Yi Wang,
    AAAI, (2020): 8172-8179.

12. Recursively Binary Modification Model for Nested Named Entity Recognition
    Bing Li, Shifeng Liu, Yifang Sun, Wei Wang, Xiang Zhao,
    AAAI, (2020): 8164-8171.

13. Fine-Grained Named Entity Typing over Distantly Supervised Data Based on Refined Representations
    Muhammad Asif Ali, Yifang Sun, Bing Li, Wei Wang,
    AAAI, (2020): 7391-7398.

14. HAMNER: Headword Amplified Multi-Span Distantly Supervised Method for Domain Specific Named Entity Recognition
    Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Xiang Zhao,
    AAAI, (2020): 8401-8408.

15. WiFi-Based Indoor Robot Positioning Using Deep Fuzzy Forests
    Le Zhang, Zhenghua Chen, Wei Cui, Bing Li, Cen Chen, Zhiguang Cao, Kaizhou Gao,
    IEEE Internet of Things Journal, 2020

16. Robust mobile location estimation in NLOS environment using GMM, IMM, and EKF
    Wei Cui, Bing Li, Le Zhang, Wei Meng,
    IEEE Systems Journal, 13, no. 3 (2018): 3490-3500

17. [An Adaptive Hierarchical Compositional Model for Phrase Embedding.][PDF][Code]
    Bing Li, Xiaochun Yang, Bin Wang, Wei Wang, Wei Cui, Xianchao Zhang,
    IJCAI, (2018): 4144-4151

18. Robust mobile location estimation in NLOS environment using GMM, IMM, and EKF
    Mengyu Li, Manfred Lenzen, Felix Keck, Bonnie McBain, Olivier Rey-Lescure, Bing Li, Chaoyang Jiang,
    IEEE Transactions on Smart Grid, 10, no. 4 (2018): 3525-3534

19. An efficient method for high quality and cohesive topical phrase mining
    Bing Li, Xiaochun Yang, Rui Zhou, Bin Wang, Chengfei Liu, Yanchun Zhang,
    IEEE Transactions on Knowledge and Data Engineering, 31, no. 1 (2018): 120-137

20. Received signal strength based indoor positioning using a random vector functional link network
    Wei Cui, Le Zhang, Bing Li, Jing Guo, Wei Meng, Haixia Wang, Lihua Xie,
    IEEE Transactions on Industrial Informatics, 14, no. 5 (2017): 1846-1855

21. Efficiently mining high quality phrases from texts
    Bing Li, Xiaochun Yang, Bin Wang, Wei Cui,
    AAAI, (2017)

22. Dynamic multidimensional scaling algorithm for 3-D mobile localization
    Wei Cui, Chengdong Wu, Wei Meng, Bing Li, Yunzhou Zhang, Lihua Xie,
    IEEE Transactions on Instrumentation and Measurement, 65, no. 12 (2016): 2853-2865

23. Citpm: A cluster-based iterative topical phrase mining framework
    Bing Li, Bin Wang, Rui Zhou, Xiaochun Yang, Chengfei Liu,
    DASFAA, (2016): 197-213