The award recognizes papers presented at the annual SIGKDD conference that advance the fundamental understanding of the field of knowledge discovery in data and data mining. Only one paper will be granted the award.
@inproceedings{DBLP:conf/kdd/YinW0LZZLC24,author={Yin, Mingjia and Wang, Hao and Guo, Wei and Liu, Yong and Zhang, Suojuan and Zhao, Sirui and Lian, Defu and Chen, Enhong},editor={Baeza{-}Yates, Ricardo and Bonchi, Francesco},title={Dataset Regeneration for Sequential Recommendation},booktitle={Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},pages={3954--3965},publisher={{ACM}},year={2024},url={https://doi.org/10.1145/3637528.3671841},doi={10.1145/3637528.3671841},timestamp={Sun, 08 Sep 2024 16:05:55 +0200},biburl={https://dblp.org/rec/conf/kdd/YinW0LZZLC24.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
WISE2024
MDAP: A Multi-view Disentangled and Adaptive Preference Learning Framework for Cross-Domain Recommendation
Junxiong Tong, Mingjia Yin, Hao Wang, and 3 more authors
In Web Information Systems Engineering - WISE 2024 - 25th International Conference, Doha, Qatar, December 2-5, 2024, Proceedings, Part III, 2024
@inproceedings{DBLP:conf/wise/TongYWPLC24,author={Tong, Junxiong and Yin, Mingjia and Wang, Hao and Pan, Qiushi and Lian, Defu and Chen, Enhong},editor={Barhamgi, Mahmoud and Wang, Hua and Wang, Xin},title={{MDAP:} {A} Multi-view Disentangled and Adaptive Preference Learning
Framework for Cross-Domain Recommendation},booktitle={Web Information Systems Engineering - {WISE} 2024 - 25th International
Conference, Doha, Qatar, December 2-5, 2024, Proceedings, Part {III}},series={Lecture Notes in Computer Science},volume={15438},pages={164--178},publisher={Springer},year={2024},url={https://doi.org/10.1007/978-981-96-0570-5\_12},doi={10.1007/978-981-96-0570-5\_12},timestamp={Fri, 13 Dec 2024 11:42:11 +0100},biburl={https://dblp.org/rec/conf/wise/TongYWPLC24.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
TOIS2024
MF-GSLAE: A Multi-Factor User Representation Pre-training Framework for Dual-Target Cross-Domain Recommendation
Hao Wang, Mingjia Yin, Luankang Zhang, and 2 more authors
@article{wang2024mf,title={MF-GSLAE: A Multi-Factor User Representation Pre-training Framework for Dual-Target Cross-Domain Recommendation},author={Wang, Hao and Yin, Mingjia and Zhang, Luankang and Zhao, Sirui and Chen, Enhong},journal={ACM Transactions on Information Systems},year={2024},publisher={ACM New York, NY},doi={https://doi.org/10.1145/3690382},}
Arixv
A Unified Framework for Adaptive Representation Enhancement and Inversed Learning in Cross-Domain Recommendation
Luankang Zhang, Hao Wang, Suojuan Zhang, and 5 more authors
@article{DBLP:journals/corr/abs-2404-00268,author={Zhang, Luankang and Wang, Hao and Zhang, Suojuan and Yin, Mingjia and Han, Yongqiang and Zhang, Jiaqing and Lian, Defu and Chen, Enhong},title={A Unified Framework for Adaptive Representation Enhancement and Inversed
Learning in Cross-Domain Recommendation},journal={CoRR},volume={abs/2404.00268},year={2024},url={https://doi.org/10.48550/arXiv.2404.00268},doi={10.48550/ARXIV.2404.00268},eprinttype={arXiv},eprint={2404.00268},timestamp={Mon, 17 Jun 2024 22:10:51 +0200},biburl={https://dblp.org/rec/journals/corr/abs-2404-00268.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
Arixv
Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation
Mingjia Yin, Hao Wang, Wei Guo, and 5 more authors
@article{DBLP:journals/corr/abs-2405-12473,author={Yin, Mingjia and Wang, Hao and Guo, Wei and Liu, Yong and Li, Zhi and Zhao, Sirui and Lian, Defu and Chen, Enhong},title={Learning Partially Aligned Item Representation for Cross-Domain Sequential
Recommendation},journal={CoRR},volume={abs/2405.12473},year={2024},url={https://doi.org/10.48550/arXiv.2405.12473},doi={10.48550/ARXIV.2405.12473},eprinttype={arXiv},eprint={2405.12473},timestamp={Sat, 20 Jul 2024 15:05:02 +0200},biburl={https://dblp.org/rec/journals/corr/abs-2405-12473.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
Arixv
Entropy Law: The Story Behind Data Compression and LLM Performance
Mingjia Yin, Chuhan Wu, Yufei Wang, and 7 more authors
@article{DBLP:journals/corr/abs-2407-06645,author={Yin, Mingjia and Wu, Chuhan and Wang, Yufei and Wang, Hao and Guo, Wei and Wang, Yasheng and Liu, Yong and Tang, Ruiming and Lian, Defu and Chen, Enhong},title={Entropy Law: The Story Behind Data Compression and {LLM} Performance},journal={CoRR},volume={abs/2407.06645},year={2024},url={https://doi.org/10.48550/arXiv.2407.06645},doi={10.48550/ARXIV.2407.06645},eprinttype={arXiv},eprint={2407.06645},timestamp={Sun, 06 Oct 2024 21:25:24 +0200},biburl={https://dblp.org/rec/journals/corr/abs-2407-06645.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
2023
CIKM2023
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation
Mingjia Yin, Hao Wang, Xiang Xu, and 7 more authors
In Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, 2023
@inproceedings{DBLP:conf/cikm/YinWXWZGLTLC23,author={Yin, Mingjia and Wang, Hao and Xu, Xiang and Wu, Likang and Zhao, Sirui and Guo, Wei and Liu, Yong and Tang, Ruiming and Lian, Defu and Chen, Enhong},editor={Frommholz, Ingo and Hopfgartner, Frank and Lee, Mark and Oakes, Michael and Lalmas, Mounia and Zhang, Min and Santos, Rodrygo L. T.},title={{APGL4SR:} {A} Generic Framework with Adaptive and Personalized Global
Collaborative Information in Sequential Recommendation},booktitle={Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},pages={3009--3019},publisher={{ACM}},year={2023},url={https://doi.org/10.1145/3583780.3614781},doi={10.1145/3583780.3614781},timestamp={Fri, 24 Nov 2023 12:18:31 +0100},biburl={https://dblp.org/rec/conf/cikm/YinWXWZGLTLC23.bib},bibsource={dblp computer science bibliography, https://dblp.org},}
