@inproceedings{DBLP:conf/acl/DaiYMC25,author={Dai, Yaxun and Yang, Haiqin and Mou, Hao and Chao, Pingfu},editor={Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher},title={{PARSQL:} Enhancing Text-to-SQL through {SQL} Parsing and Reasoning},booktitle={Findings of the Association for Computational Linguistics, {ACL} 2025,
Vienna, Austria, July 27 - August 1, 2025},pages={661--681},publisher={Association for Computational Linguistics},year={2025},url={https://aclanthology.org/2025.findings-acl.37/},timestamp={Mon, 28 Jul 2025 15:13:54 +0200},biburl={https://dblp.org/rec/conf/acl/DaiYMC25.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
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
@inproceedings{DBLP:conf/naacl/ZengYCG25,author={Zeng, Min and Yang, Haiqin and Chen, Xi and Guo, Yike},editor={Chiruzzo, Luis and Ritter, Alan and Wang, Lu},title={Task-wrapped Continual Learning in Task-Oriented Dialogue Systems},booktitle={Findings of the Association for Computational Linguistics: {NAACL}
2025, Albuquerque, New Mexico, USA, April 29 - May 4, 2025},pages={3173--3183},publisher={Association for Computational Linguistics},year={2025},url={https://doi.org/10.18653/v1/2025.findings-naacl.174},doi={10.18653/V1/2025.FINDINGS-NAACL.174},timestamp={Thu, 14 Aug 2025 11:29:01 +0200},biburl={https://dblp.org/rec/conf/naacl/ZengYCG25.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
2024
IEEE TKDE
Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey
Weixu Zhang, Yifei Wang, Yuanfeng Song, and 6 more authors
@article{DBLP:journals/tkde/ZhangWSWTQCWY24,author={Zhang, Weixu and Wang, Yifei and Song, Yuanfeng and Wei, Victor Junqiu and Tian, Yuxing and Qi, Yiyan and Chan, Jonathan H. and Wong, Raymond Chi{-}Wing and Yang, Haiqin},title={Natural Language Interfaces for Tabular Data Querying and Visualization:
{A} Survey},journal={{IEEE} Trans. Knowl. Data Eng.},volume={36},number={11},pages={6699--6718},year={2024},url={https://doi.org/10.1109/TKDE.2024.3400824},doi={10.1109/TKDE.2024.3400824},timestamp={Tue, 22 Oct 2024 21:09:14 +0200},biburl={https://dblp.org/rec/journals/tkde/ZhangWSWTQCWY24.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
IEEE TMM
Towards Effective Collaborative Learning in Long-Tailed Recognition
Zhengzhuo Xu, Zenghao Chai, Chengyin Xu, and 2 more authors
@inproceedings{DBLP:conf/acl/XuYZWD24,author={Xu, Ting and Yang, Haiqin and Zhao, Fei and Wu, Zhen and Dai, Xinyu},editor={Ku, Lun{-}Wei and Martins, Andre and Srikumar, Vivek},title={A Two-Agent Game for Zero-shot Relation Triplet Extraction},booktitle={Findings of the Association for Computational Linguistics, {ACL} 2024,
Bangkok, Thailand and virtual meeting, August 11-16, 2024},pages={7510--7527},publisher={Association for Computational Linguistics},year={2024},url={https://doi.org/10.18653/v1/2024.findings-acl.446},doi={10.18653/V1/2024.FINDINGS-ACL.446},timestamp={Fri, 22 Aug 2025 07:48:22 +0200},biburl={https://dblp.org/rec/conf/acl/XuYZWD24.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
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
@inproceedings{DBLP:conf/emnlp/HongZHZ0Y24,author={Hong, Yihuai and Zou, Yuelin and Hu, Lijie and Zeng, Ziqian and Wang, Di and Yang, Haiqin},editor={Al{-}Onaizan, Yaser and Bansal, Mohit and Chen, Yun{-}Nung},title={Dissecting Fine-Tuning Unlearning in Large Language Models},booktitle={Proceedings of the 2024 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,
2024},pages={3933--3941},publisher={Association for Computational Linguistics},year={2024},url={https://doi.org/10.18653/v1/2024.emnlp-main.228},doi={10.18653/V1/2024.EMNLP-MAIN.228},timestamp={Fri, 04 Jul 2025 22:06:13 +0200},biburl={https://dblp.org/rec/conf/emnlp/HongZHZ0Y24.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
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
@inproceedings{DBLP:conf/icassp/LinYL024,author={Lin, Hongzhan and Yang, Haiqin and Luo, Ziyang and Ma, Jing},title={Unleashing Trigger-Free Event Detection: Revealing Event Correlations
Via a Contrastive Derangement Framework},booktitle={{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2024, Seoul, Republic of Korea, April 14-19, 2024},pages={10171--10175},publisher={{IEEE}},year={2024},url={https://doi.org/10.1109/ICASSP48485.2024.10448190},doi={10.1109/ICASSP48485.2024.10448190},timestamp={Sun, 19 Jan 2025 13:18:23 +0100},biburl={https://dblp.org/rec/conf/icassp/LinYL024.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
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
@inproceedings{DBLP:conf/uai/ZengYXLG24,author={Zeng, Min and Yang, Haiqin and Xue, Wei and Liu, Qifeng and Guo, Yike},editor={Kiyavash, Negar and Mooij, Joris M.},title={Dirichlet Continual Learning: Tackling Catastrophic Forgetting in
{NLP}},booktitle={Uncertainty in Artificial Intelligence, 15-19 July 2024, Universitat
Pompeu Fabra, Barcelona, Spain},series={Proceedings of Machine Learning Research},volume={244},pages={4096--4108},publisher={{PMLR}},year={2024},url={https://proceedings.mlr.press/v244/zeng24a.html},timestamp={Fri, 08 Aug 2025 16:41:35 +0200},biburl={https://dblp.org/rec/conf/uai/ZengYXLG24.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
@inproceedings{DBLP:conf/acl/ZhouYHMY23,author={Zhou, Junxian and Yang, Haiqin and He, Yuxuan and Mou, Hao and Yang, Junbo},editor={Rogers, Anna and Boyd{-}Graber, Jordan L. and Okazaki, Naoaki},title={A Unified One-Step Solution for Aspect Sentiment Quad Prediction},booktitle={Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},pages={12249--12265},publisher={Association for Computational Linguistics},year={2023},url={https://doi.org/10.18653/v1/2023.findings-acl.777},doi={10.18653/V1/2023.FINDINGS-ACL.777},timestamp={Mon, 03 Mar 2025 20:56:50 +0100},biburl={https://dblp.org/rec/conf/acl/ZhouYHMY23.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
@inproceedings{DBLP:conf/acl/ZhuZG0XY23,author={Zhu, Fangqi and Zhang, Lin and Gao, Jun and Qin, Bing and Xu, Ruifeng and Yang, Haiqin},editor={Rogers, Anna and Boyd{-}Graber, Jordan L. and Okazaki, Naoaki},title={A Diffusion Model for Event Skeleton Generation},booktitle={Findings of the Association for Computational Linguistics: {ACL} 2023,
Toronto, Canada, July 9-14, 2023},pages={12630--12641},publisher={Association for Computational Linguistics},year={2023},url={https://doi.org/10.18653/v1/2023.findings-acl.800},doi={10.18653/V1/2023.FINDINGS-ACL.800},timestamp={Fri, 04 Jul 2025 22:04:46 +0200},biburl={https://dblp.org/rec/conf/acl/ZhuZG0XY23.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
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
@inproceedings{DBLP:conf/icml/LiuZSYY23,author={Liu, Xuanzhou and Zhang, Lin and Sun, Jiaqi and Yang, Yujiu and Yang, Haiqin},editor={Krause, Andreas and Brunskill, Emma and Cho, Kyunghyun and Engelhardt, Barbara and Sabato, Sivan and Scarlett, Jonathan},title={D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching},booktitle={International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},series={Proceedings of Machine Learning Research},volume={202},pages={22454--22472},publisher={{PMLR}},year={2023},url={https://proceedings.mlr.press/v202/liu23ba.html},timestamp={Mon, 28 Aug 2023 17:23:08 +0200},biburl={https://dblp.org/rec/conf/icml/LiuZSYY23.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
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
@inproceedings{DBLP:conf/icml/XuZLSZYY23,author={Xu, Peng and Zhang, Lin and Liu, Xuanzhou and Sun, Jiaqi and Zhao, Yue and Yang, Haiqin and Yu, Bei},editor={Krause, Andreas and Brunskill, Emma and Cho, Kyunghyun and Engelhardt, Barbara and Sabato, Sivan and Scarlett, Jonathan},title={Do Not Train It: {A} Linear Neural Architecture Search of Graph Neural
Networks},booktitle={International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},series={Proceedings of Machine Learning Research},volume={202},pages={38826--38847},publisher={{PMLR}},year={2023},url={https://proceedings.mlr.press/v202/xu23w.html},timestamp={Wed, 24 Jan 2024 16:02:55 +0100},biburl={https://dblp.org/rec/conf/icml/XuZLSZYY23.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
2022
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
@inproceedings{DBLP:conf/ijcai/LongCHY22,author={Long, Siqu and Cao, Feiqi and Han, Soyeon Caren and Yang, Haiqin},editor={Raedt, Luc De},title={Vision-and-Language Pretrained Models: {A} Survey},booktitle={Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},pages={5530--5537},publisher={ijcai.org},year={2022},url={https://doi.org/10.24963/ijcai.2022/773},doi={10.24963/IJCAI.2022/773},timestamp={Tue, 15 Oct 2024 16:43:28 +0200},biburl={https://dblp.org/rec/conf/ijcai/LongCHY22.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
2021
IEEE TKDE
Making Online Sketching Hashing Even Faster
Xixian Chen, Haiqin Yang, Shenglin Zhao, and 2 more authors
@article{DBLP:journals/tkde/ChenYZKL21,author={Chen, Xixian and Yang, Haiqin and Zhao, Shenglin and King, Irwin and Lyu, Michael R.},title={Making Online Sketching Hashing Even Faster},journal={{IEEE} Trans. Knowl. Data Eng.},volume={33},number={3},pages={1089--1101},year={2021},url={https://doi.org/10.1109/TKDE.2019.2934687},doi={10.1109/TKDE.2019.2934687},timestamp={Thu, 16 Sep 2021 17:58:48 +0200},biburl={https://dblp.org/rec/journals/tkde/ChenYZKL21.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
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
@inproceedings{DBLP:conf/dasfaa/Yang0YFPZLS21,author={Yang, Yiying and Yin, Xi and Yang, Haiqin and Fei, Xingjian and Peng, Hao and Zhou, Kaijie and Lai, Kunfeng and Shen, Jianping},editor={Jensen, Christian S. and Lim, Ee{-}Peng and Yang, De{-}Nian and Lee, Wang{-}Chien and Tseng, Vincent S. and Kalogeraki, Vana and Huang, Jen{-}Wei and Shen, Chih{-}Ya},title={KGSynNet: {A} Novel Entity Synonyms Discovery Framework with Knowledge
Graph},booktitle={Database Systems for Advanced Applications - 26th International Conference,
{DASFAA} 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part
{I}},series={Lecture Notes in Computer Science},volume={12681},pages={174--190},publisher={Springer},year={2021},url={https://doi.org/10.1007/978-3-030-73194-6\_13},doi={10.1007/978-3-030-73194-6\_13},timestamp={Mon, 03 Mar 2025 21:01:55 +0100},biburl={https://dblp.org/rec/conf/dasfaa/Yang0YFPZLS21.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
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
@inproceedings{DBLP:conf/ijcai/YangYDSZZ21,author={Yang, Haiqin and Yao, Xiaoyuan and Duan, Yiqun and Shen, Jianping and Zhong, Jie and Zhang, Kun},editor={Zhou, Zhi{-}Hua},title={Progressive Open-Domain Response Generation with Multiple Controllable
Attributes},booktitle={Proceedings of the Thirtieth International Joint Conference on Artificial
Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
August 2021},pages={3279--3285},publisher={ijcai.org},year={2021},url={https://doi.org/10.24963/ijcai.2021/451},doi={10.24963/IJCAI.2021/451},timestamp={Tue, 15 Oct 2024 16:43:28 +0200},biburl={https://dblp.org/rec/conf/ijcai/YangYDSZZ21.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
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
@inproceedings{DBLP:conf/ijcnn/WangYZMS21,author={Wang, Xinyi and Yang, Haiqin and Zhao, Liang and Mo, Yang and Shen, Jianping},title={RefBERT: Compressing {BERT} by Referencing to Pre-computed Representations},booktitle={International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},pages={1--8},publisher={{IEEE}},year={2021},url={https://doi.org/10.1109/IJCNN52387.2021.9534402},doi={10.1109/IJCNN52387.2021.9534402},timestamp={Mon, 03 Mar 2025 21:13:28 +0100},biburl={https://dblp.org/rec/conf/ijcnn/WangYZMS21.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
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
@inproceedings{DBLP:conf/www/ZengMYGS21,author={Zeng, Zengfeng and Ma, Dan and Yang, Haiqin and Gou, Zhen and Shen, Jianping},editor={Leskovec, Jure and Grobelnik, Marko and Najork, Marc and Tang, Jie and Zia, Leila},title={Automatic Intent-Slot Induction for Dialogue Systems},booktitle={{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},pages={2578--2589},publisher={{ACM} / {IW3C2}},year={2021},url={https://doi.org/10.1145/3442381.3450026},doi={10.1145/3442381.3450026},timestamp={Mon, 03 Mar 2025 21:25:05 +0100},biburl={https://dblp.org/rec/conf/www/ZengMYGS21.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
2020
IEEE TNNLS
Effective Data-Aware Covariance Estimator From Compressed Data
Xixian Chen, Haiqin Yang, Shenglin Zhao, and 2 more authors
@article{DBLP:journals/tnn/ChenYZLK20,author={Chen, Xixian and Yang, Haiqin and Zhao, Shenglin and Lyu, Michael R. and King, Irwin},title={Effective Data-Aware Covariance Estimator From Compressed Data},journal={{IEEE} Trans. Neural Networks Learn. Syst.},volume={31},number={7},pages={2441--2454},year={2020},url={https://doi.org/10.1109/TNNLS.2019.2929106},doi={10.1109/TNNLS.2019.2929106},timestamp={Wed, 26 Aug 2020 11:05:03 +0200},biburl={https://dblp.org/rec/journals/tnn/ChenYZLK20.bib},bibsource={dblp computer science bibliography, https://dblp.org},}