Publications

2025

  1. ACL
    PARSQL: Enhancing Text-to-SQL through SQL Parsing and Reasoning
    Yaxun Dai, Haiqin Yang, Hao Mou, and 1 more author
    In Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025, 2025
  2. NAACL
    Task-wrapped Continual Learning in Task-Oriented Dialogue Systems
    Min Zeng, Haiqin Yang, Xi Chen, and 1 more author
    In Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29 - May 4, 2025, 2025

2024

  1. IEEE TKDE
    Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey
    Weixu Zhang, Yifei Wang, Yuanfeng Song, and 6 more authors
    IEEE Trans. Knowl. Data Eng., 2024
  2. IEEE TMM
    Towards Effective Collaborative Learning in Long-Tailed Recognition
    Zhengzhuo Xu, Zenghao Chai, Chengyin Xu, and 2 more authors
    IEEE Trans. Multim., 2024
  3. ACL
    A Two-Agent Game for Zero-shot Relation Triplet Extraction
    Ting Xu, Haiqin Yang, Fei Zhao, and 2 more authors
    In Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024, 2024
  4. EMNLP
    Dissecting Fine-Tuning Unlearning in Large Language Models
    Yihuai Hong, Yuelin Zou, Lijie Hu, and 3 more authors
    In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024, 2024
  5. ICASSP
    Unleashing Trigger-Free Event Detection: Revealing Event Correlations Via a Contrastive Derangement Framework
    Hongzhan Lin, Haiqin Yang, Ziyang Luo, and 1 more author
    In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2024, Seoul, Republic of Korea, April 14-19, 2024, 2024
  6. UAI
    Dirichlet Continual Learning: Tackling Catastrophic Forgetting in NLP
    Min Zeng, Haiqin Yang, Wei Xue, and 2 more authors
    In Uncertainty in Artificial Intelligence, 15-19 July 2024, Universitat Pompeu Fabra, Barcelona, Spain, 2024

2023

  1. ACL
    A Unified One-Step Solution for Aspect Sentiment Quad Prediction
    Junxian Zhou, Haiqin Yang, Yuxuan He, and 2 more authors
    In Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023
  2. ACL
    A Diffusion Model for Event Skeleton Generation
    Fangqi Zhu, Lin Zhang, Jun Gao, and 3 more authors
    In Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023
  3. ICML
    D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching
    Xuanzhou Liu, Lin Zhang, Jiaqi Sun, and 2 more authors
    In International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA, 2023
  4. ICML
    Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks
    Peng Xu, Lin Zhang, Xuanzhou Liu, and 4 more authors
    In International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA, 2023

2022

  1. IJCAI
    Vision-and-Language Pretrained Models: A Survey
    Siqu Long, Feiqi Cao, Soyeon Caren Han, and 1 more author
    In Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022, 2022

2021

  1. IEEE TKDE
    Making Online Sketching Hashing Even Faster
    Xixian Chen, Haiqin Yang, Shenglin Zhao, and 2 more authors
    IEEE Trans. Knowl. Data Eng., 2021
  2. DASFAA
    KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph
    Yiying Yang, Xi Yin, Haiqin Yang, and 5 more authors
    In Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part I, 2021
  3. IJCAI
    Progressive Open-Domain Response Generation with Multiple Controllable Attributes
    Haiqin Yang, Xiaoyuan Yao, Yiqun Duan, and 3 more authors
    In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021, 2021
  4. IJCNN
    RefBERT: Compressing BERT by Referencing to Pre-computed Representations
    Xinyi Wang, Haiqin Yang, Liang Zhao, and 2 more authors
    In International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021, 2021
  5. IJCNN
    Emotion Dynamics Modeling via BERT
    Haiqin Yang and Jianping Shen
    In International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021, 2021
  6. WWW
    Automatic Intent-Slot Induction for Dialogue Systems
    Zengfeng Zeng, Dan Ma, Haiqin Yang, and 2 more authors
    In WWW ’21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021, 2021

2020

  1. IEEE TNNLS
    Effective Data-Aware Covariance Estimator From Compressed Data
    Xixian Chen, Haiqin Yang, Shenglin Zhao, and 2 more authors
    IEEE Trans. Neural Networks Learn. Syst., 2020