@inproceedings{DBLP:conf/EMNLP/Sports,author={unit Kumar Singh and Kumar, Nishant and Ghosh, Akash and Pasad, Kunal and Soni, Khushi and Jaishwal, Manisha and Saha, Sriparna and Alfarozi, Syukron Abu Ishaq and Abagissa, Asres Temam and Pasupa, Kitsuchart and Yang, Haiqin and Moreno, Jos{\'{e}} G.},editor={},title={Let's Play Across Cultures: {A} Large Multilingual, Multicultural
Benchmark for Assessing Language Models' Understanding of Sports},booktitle={{EMNLP} 2025, Suzhou, China, Nov. 4 - Nov. 9, 2025},pages={},publisher={},year={2025},}
EMNLP
Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces
Yihuai Hong, Lei Yu, Haiqin Yang, and 2 more authors
@inproceedings{DBLP:conf/EMNLP/Unlearning,author={Hong, Yihuai and Yu, Lei and Yang, Haiqin and Ravfogel, Shauli and Geva, Mor},editor={},title={Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces},booktitle={{EMNLP} 2025, Suzhou, China, Nov. 4 - Nov. 9, 2025},pages={},publisher={},year={2025},}
@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},}