Li Bing


Research Area
  • Information Extraction
  • Text Mining
  • Natural Language Processing
  • AI-based IoT Application


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


  • AI SINGAPORE TECH CHALLENGE (OPEN-THEME) FUNDING SCHEME – AISG2-TC-2021-003 “RAPIER - Radiology Pathology Information Exchange Resource” [Co-PI]


1. Bing Li, Yukai Miao, Yaoshu Wang, Yifang Sun, and Wei Wang. Improving the Efficiency and Effectiveness for BERT-based Entity Resolution. Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), 2021. 

2. Bing Li, Wei Cui, Wei Wang, Le Zhang, Zhenghua Chen, and Min Wu. Two-Stream Convolution Augmented Transformer for Human Activity Recognition. Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), 2021.

3. Bing Li, Wei Wang, Yifang Sun, Linhan Zhang, Muhammad Asif Ali, and Yi Wang. GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), pp. 8172-8179. 2020. 

4. Bing Li, Shifeng Liu, Yifang Sun, Wei Wang, and Xiang Zhao. Recursively Binary Modification Model for Nested Named Entity Recognition. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), pp. 8164-8171. 2020. 

5. Bing Li, Xiaochun Yang, Bin Wang, Wei Cui. Efficiently Mining High Quality Phrases from Texts. Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), pp. 3474-2481, 2017.

6. Bing Li, Xiaochun Yang, Rui Zhou, Bin Wang, Chengfei Liu and Yanchun Zhang, An Efficient Method for High Quality and Cohesive Topical Phrase Mining. IEEE Transactions on Knowledge and Data Engineering (TKDE), 31(1): 120-137, 2018.

7. Bing Li, Xiaochun Yang, Bin Wang, Wei Wang, Wei Cui, and Xianchao Zhang. An Adaptive Hierarchical Compositional Model for Phrase Embedding. Twenty-Seventh International Joint Conference on Artificial Intelligence, (IJCAI-2018), 2018.

8. Bing Li, Bin Wang, Rui Zhou, Xiaochun Yang, and Chengfei Liu. CITPM: A Cluster-based Iterative Topical Phrase Mining Framework. The 21st International Conference on Database Systems for Advanced Applications (DASFAA 2016), pp. 197-213, 2016.

9. Le Zhang, Wei Cui, Bing Li∗, Zhenghua Chen, Min Wu and Teo Sin Gee . Privacy-Preserving Cross-Environment Human Activity Recognition. IEEE Transactions on Cybernetics. 2021. (Corresponding author, IF 11.448)

10. Linhan Zhang, Qian Chen, Wen Wang, Chong Deng, Shiliang Zhang, Bing Li, Wei Wang, Xin Cao. MDERank: A Masked Document Embedding Rank Approach for Unsupervised Keyphrase Extraction. ACL 2022.

Research Services

  • PC Members: NeurIPS'22, ICML'20,22, ICLR'21,22,23, AAAI'20,21,22 DASFAA'23
  • Journal Reviewer: TKDE, TPAMI, WWWJ, Information Fusion