2024

  • Ye, Y. ,Ren, J. ,Wang, S. ,Wan, Y., Razzak, I., Wang, H., Xie,T & Zhang,W. (2024). Construction and Application of MaterialsKnowledge Graph in Multidisciplinary MaterialsScience via Large Language Model. The Thirty-eighth Annual Conference on Neural Information Processing Systems. (CCF A)
  • Du, H., Li,S., Wu, M., Feng, X., Li, Y., & Wang,H.. (2024). Rewarding What Matters: Step-by-StepReinforcement Learning for Task-Oriented Dialogue. The 2024 Conference on Empirical Methods in Natural Language Processing.
  • Lin, Y., Ruan, T., Liu, J., & Wang, H. (2024). A survey on neural data-to-text generation. IEEE Transactions on Knowledge and Data Engineering.（CCF A）
  • Wang, S., Liang, C., Gao, Y., Yang, L., Li, J., & Wang, H. (2024). Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT. Proceedings of the 31st ACM International Conference on Multimedia. (CCF A)
  • Hei, N., Guo, Q., Wang, Z., Wang, Y., Wang, H., & Zhang, W. (2024). A User-Friendly Framework for Generating Model-Preferred Prompts in Text-to-Image Synthesis. Proceedings of the AAAI Conference on Artificial Intelligence. (CCF A)
  • Liu, L., Du, H., Zhang, X., Guo, M., Wang, H., & Wang, M. (2024). A Question-Answering Assistant over Personal Knowledge Graph. Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval. (CCF A)
  • Du, H., Feng, X., Ma, J., Wang, M., Tao, S., Zhong, Y., … & Wang, H. (2024). Towards Proactive Interactions for In-Vehicle Conversational Assistants Utilizing Large Language Models. Proceedings of the 33rd International Joint Conference on Artificial Intelligence. (CCF A)
  • Du, H., Tao, S., Feng, X., Ma, J., & Wang, H. (2024). From Passive to Active: Towards Conversational In-Vehicle Navigation Through Large Language Models. International Conference on Human-Computer Interaction. (Best Paper Award)
  • Sun, H., Tian, P., Xiong, Y., Zhang, Y., Xiang, Y., Jia, X., & Wang, H. (2024). Dynamise: dynamic signed network embedding for link prediction. Machine Learning, 113(7), 4037-4053.
  • Liu, J., Tian, X., Tong, H., Xie, C., Ruan, T., Cong, L., … & Wang, H. (2024). Enhancing Chinese abbreviation prediction with LLM generation and contrastive evaluation. Information Processing & Management, 61(4), 103768.
  • Tao, W., Zhou, Y., Wang, Y., Zhang, H., Wang, H., & Zhang, W. (2024). KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation. ACM Transactions on Software Engineering and Methodology.
  • Wang, S., Liang, C., Gao, Y., Ye, Y., Qiu, J., Tao, C., & Wang, H. (2024). Social media insights into spatio-temporal emotional responses to COVID-19 crisis. Health & Place, 85, 103174.

2023

  • Gao, Y., Xiong, Y., Gao, X., Jia, K., Pan, J., Bi, Y., … & Wang, H. (2023). Retrieval-augmented generation for large language models: A survey. arXiv preprint arXiv:2312.10997. (600+ Citations)
  • Liu, M., Zhao, C., Peng, X., Yu, S., Wang, H., & Sha, C. (2023). Task-oriented ml/dl library recommendation based on a knowledge graph. IEEE Transactions on Software Engineering, 49(8), 4081-4096. (CCF A)
  • Li, S., Zhang, T., & Wang, H. (2023). KG-BERT: A Novel Approach for Integrating Knowledge Graphs into BERT for Enhanced NLP Tasks. In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics. (CCF A)
  • Chen, X., Xiong, Y., Wang, S., Wang, H., Sheng, T., Zhang, Y., & Ye, Y. (2023). ReCo: A dataset for residential community layout planning. Proceedings of the 31st ACM International Conference on Multimedia. (CCF A)
  • Wu, Y., Wu, X., Li, J., Zhang, Y., Wang, H., Du, W., … & Ruan, T. (2023). Mmpedia: A large-scale multi-modal knowledge graph. In International Semantic Web Conference.
  • Guo, Q., Du, H., Jia, X., Gao, S., Teng, Y., Wang, H., & Zhang, W. (2023). Plug-and-Play Feature Generation for Few-Shot Medical Image Classification. 2023 IEEE International Conference on Bioinformatics and Biomedicine.

2022

  • Li, Z., Wang, H., & Zhang, W. (2022). Translational relation embeddings for multi-hop knowledge base question answering. Journal of Web Semantics, 74, 100723.
  • Zhang, C., Gao, S., Wang, H., & Zhang, W. (2022). Position-aware Joint Entity and Relation Extraction with Attention Mechanism. Proceedings of the 31st International Joint Conference on Artificial Intelligence. (CCF A)
  • Cao, Z., Wang, S., Wang, H., & Zhang, W. (2022). Implicit Sentiment Analysis of Chinese Texts based on Contextual Information and Knowledge Enhancement. IEEE Data Eng. Bull., 45(4), 72-87.
  • Zhang, A., Tao, W., Li, Z., Wang, H., & Zhang, W. (2022). Type-aware medical visual question answering. IEEE International Conference on Acoustics, Speech and Signal Processing.
  • Du, H., Le, Z., Wang, H., Chen, Y., & Yu, J. (2022). COKG-QA: Multi-hop question answering over COVID-19 knowledge graphs. Data Intelligence, 4(3), 471-492.