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BibTeX records: Sem Park
@article{DBLP:journals/corr/abs-2603-01973,
author = {Yixin Nie and
Lin Guan and
Zhongyao Ma and
Anchit Gupta and
Yipin Zhou and
Xiao Li and
Zhengping Zhou and
Raymond Zeng and
Gelin Zhou and
Shigan Chu and
Ajay Thampi and
Wancen Mu and
Nathan Shuster and
Ketong Wang and
Lin Chen and
Jason Brewer and
Derek Hao Hu and
Alexander McCauley and
Jason Weston and
Sem Park and
Na Zhang and
Kevin Tang},
title = {CharacterFlywheel: Scaling Iterative Improvement of Engaging and Steerable
LLMs in Production},
journal = {CoRR},
volume = {abs/2603.01973},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2603.01973},
doi = {10.48550/ARXIV.2603.01973},
eprinttype = {arXiv},
eprint = {2603.01973},
timestamp = {Wed, 08 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2603-01973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2603-07389,
author = {Xuxing Chen and
Yun He and
Jiayi Xu and
Minhui Huang and
Xiaoyi Liu and
Boyang Liu and
Fei Tian and
Xiaohan Wei and
Rong Jin and
Sem Park and
Bo Long and
Xue Feng},
title = {Feed m Birds with One Scone: Accelerating Multi-task Gradient Balancing
via Bi-level Optimization},
journal = {CoRR},
volume = {abs/2603.07389},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2603.07389},
doi = {10.48550/ARXIV.2603.07389},
eprinttype = {arXiv},
eprint = {2603.07389},
timestamp = {Wed, 08 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2603-07389.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2604-17283,
author = {Shuyue Stella Li and
Bhargavi Paranjape and
Kerem Oktar and
Zhongyao Ma and
Gelin Zhou and
Lin Guan and
Na Zhang and
Sem Park and
Lin Chen and
Diyi Yang and
Yulia Tsvetkov and
Asli Celikyilmaz},
title = {HorizonBench: Long-Horizon Personalization with Evolving Preferences},
journal = {CoRR},
volume = {abs/2604.17283},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2604.17283},
doi = {10.48550/ARXIV.2604.17283},
eprinttype = {arXiv},
eprint = {2604.17283},
timestamp = {Mon, 18 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2604-17283.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/0001PHLSLHFNPLN25,
author = {Liu Yang and
Fabian Paischer and
Kaveh Hassani and
Jiacheng Li and
Shuai Shao and
Zhang Gabriel Li and
Yun He and
Xue Feng and
Nima Noorshams and
Sem Park and
Bo Long and
Robert D. Nowak and
Xiaoli Gao and
Hamid Eghbalzadeh},
title = {Unifying Generative and Dense Retrieval for Sequential Recommendation},
journal = {Trans. Mach. Learn. Res.},
volume = {2025},
year = {2025},
url = {https://openreview.net/forum?id=jxdnFIsjCb},
timestamp = {Mon, 20 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/0001PHLSLHFNPLN25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/PaischerYLSHLCLGSFNPLE25,
author = {Fabian Paischer and
Liu Yang and
Linfeng Liu and
Shuai Shao and
Kaveh Hassani and
Jiacheng Li and
Ricky T. Q. Chen and
Zhang Gabriel Li and
Xiaoli Gao and
Wei Shao and
Xue Feng and
Nima Noorshams and
Sem Park and
Bo Long and
Hamid Eghbalzadeh},
title = {Preference Discerning with LLM-Enhanced Generative Retrieval},
journal = {Trans. Mach. Learn. Res.},
volume = {2025},
year = {2025},
url = {https://openreview.net/forum?id=74mrOdhvvT},
timestamp = {Mon, 20 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/PaischerYLSHLCLGSFNPLE25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangCFMWYZHHDX25,
author = {Si Zhang and
Weilin Cong and
Dongqi Fu and
Andrey Malevich and
Hao Wu and
Baichuan Yuan and
Xin Zhou and
Kaveh Hassani and
Zhigang Hua and
Austin Derrow{-}Pinion and
Yan Xie and
Xuewei Wang and
Yinglong Xia and
Ning Yao and
Vena Jia Li and
Sem Park and
Bo Long},
editor = {Meeyoung Cha and
Chanyoung Park and
Noseong Park and
Carl Yang and
Senjuti Basu Roy and
Jessie Li and
Jaap Kamps and
Kijung Shin and
Bryan Hooi and
Lifang He},
title = {Billion-Scale Graph Deep Learning Framework for Ads Recommendation},
booktitle = {Proceedings of the 34th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2025, Seoul, Republic of Korea, November
10-14, 2025},
pages = {6275--6283},
publisher = {{ACM}},
year = {2025},
url = {https://doi.org/10.1145/3746252.3761542},
doi = {10.1145/3746252.3761542},
timestamp = {Wed, 29 Jul 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangCFMWYZHHDX25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/Zhu0CLPCLPWL25,
author = {Hanqing Zhu and
Zhenyu Zhang and
Wenyan Cong and
Xi Liu and
Sem Park and
Vikas Chandra and
Bo Long and
David Z. Pan and
Zhangyang Wang and
Jinwon Lee},
editor = {Matei Zaharia and
Gauri Joshi and
Yingyan (Celine) Lin},
title = {{APOLLO:} SGD-like Memory, AdamW-level Performance},
booktitle = {Proceedings of the Eighth Conference on Machine Learning and Systems,
MLSys 2025, Santa Clara, CA, USA, May 12-15, 2025},
publisher = {OpenReview.net/mlsys.org},
year = {2025},
url = {https://openreview.net/forum?id=mJrPkdcZDj},
timestamp = {Thu, 30 Jul 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/Zhu0CLPCLPWL25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-06834,
author = {Hamid Eghbalzadeh and
Yang Wang and
Rui Li and
Yuji Mo and
Qin Ding and
Jiaxiang Fu and
Liang Dai and
Shuo Gu and
Nima Noorshams and
Sem Park and
Bo Long and
Xue Feng},
title = {A Unified Knowledge-Distillation and Semi-Supervised Learning Framework
to Improve Industrial Ads Delivery Systems},
journal = {CoRR},
volume = {abs/2502.06834},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.06834},
doi = {10.48550/ARXIV.2502.06834},
eprinttype = {arXiv},
eprint = {2502.06834},
timestamp = {Tue, 18 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-06834.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-18478,
author = {Ilqar Ramazanli and
Hamid Eghbalzadeh and
Xiaoyi Liu and
Yang Wang and
Jiaxiang Fu and
Kaushik Rangadurai and
Sem Park and
Bo Long and
Xue Feng},
title = {Beyond Self-Consistency: Loss-Balanced Perturbation-Based Regularization
Improves Industrial-Scale Ads Ranking},
journal = {CoRR},
volume = {abs/2502.18478},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2502.18478},
doi = {10.48550/ARXIV.2502.18478},
eprinttype = {arXiv},
eprint = {2502.18478},
timestamp = {Thu, 20 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2502-18478.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/EghbalzadehWLMD24,
author = {Hamid Eghbalzadeh and
Yang Wang and
Rui Li and
Yuji Mo and
Qin Ding and
Jiaxiang Fu and
Liang Dai and
Shuo Gu and
Nima Noorshams and
Sem Park and
Bo Long and
Xue Feng},
editor = {Huajun Chen and
Anna Fensel and
Xingquan Zhu and
Roger Wattenhofer and
Xindong Wu},
title = {A Unified Knowledge-Distillation and Semi-Supervised Learning Framework
to Improve Industrial Ads Delivery Systems},
booktitle = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2024, Abu
Dhabi, United Arab Emirates, December 11-12, 2024},
pages = {85--92},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICKG63256.2024.00018},
doi = {10.1109/ICKG63256.2024.00018},
timestamp = {Mon, 23 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icbk/EghbalzadehWLMD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/RamazanliELWRPL24,
author = {Ilqar Ramazanli and
Hamid Eghbalzadeh and
Xiaoyi Liu and
Yang Wang and
Kaushik Rangadurai and
Sem Park and
Bo Long and
Xue Feng},
editor = {Huajun Chen and
Anna Fensel and
Xingquan Zhu and
Roger Wattenhofer and
Xindong Wu},
title = {Beyond Self-Consistency: Loss-Balanced Perturbation-Based Regularization
Improves Industrial-Scale Ads Ranking},
booktitle = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2024, Abu
Dhabi, United Arab Emirates, December 11-12, 2024},
pages = {93--101},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ICKG63256.2024.00019},
doi = {10.1109/ICKG63256.2024.00019},
timestamp = {Mon, 23 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icbk/RamazanliELWRPL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhangSWCLAJLZPY24,
author = {Chiyu Zhang and
Yifei Sun and
Minghao Wu and
Jun Chen and
Jie Lei and
Muhammad Abdul{-}Mageed and
Rong Jin and
Angli Liu and
Ji Zhu and
Sem Park and
Ning Yao and
Bo Long},
editor = {Tommaso Di Noia and
Pasquale Lops and
Thorsten Joachims and
Katrien Verbert and
Pablo Castells and
Zhenhua Dong and
Ben London},
title = {EmbSum: Leveraging the Summarization Capabilities of Large Language
Models for Content-Based Recommendations},
booktitle = {Proceedings of the 18th {ACM} Conference on Recommender Systems, RecSys
2024, Bari, Italy, October 14-18, 2024},
pages = {1010--1015},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3640457.3688185},
doi = {10.1145/3640457.3688185},
timestamp = {Thu, 30 Apr 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhangSWCLAJLZPY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-10555,
author = {Chiyu Zhang and
Yifei Sun and
Jun Chen and
Jie Lei and
Muhammad Abdul{-}Mageed and
Sinong Wang and
Rong Jin and
Sem Park and
Ning Yao and
Bo Long},
title = {{SPAR:} Personalized Content-Based Recommendation via Long Engagement
Attention},
journal = {CoRR},
volume = {abs/2402.10555},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.10555},
doi = {10.48550/ARXIV.2402.10555},
eprinttype = {arXiv},
eprint = {2402.10555},
timestamp = {Fri, 01 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-10555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-11441,
author = {Chiyu Zhang and
Yifei Sun and
Minghao Wu and
Jun Chen and
Jie Lei and
Muhammad Abdul{-}Mageed and
Rong Jin and
Angli Liu and
Ji Zhu and
Sem Park and
Ning Yao and
Bo Long},
title = {EmbSum: Leveraging the Summarization Capabilities of Large Language
Models for Content-Based Recommendations},
journal = {CoRR},
volume = {abs/2405.11441},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.11441},
doi = {10.48550/ARXIV.2405.11441},
eprinttype = {arXiv},
eprint = {2405.11441},
timestamp = {Fri, 01 May 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-11441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-11871,
author = {Yun He and
Xuxing Chen and
Jiayi Xu and
Renqin Cai and
Yiling You and
Jennifer Cao and
Minhui Huang and
Liu Yang and
Yiqun Liu and
Xiaoyi Liu and
Rong Jin and
Sem Park and
Bo Long and
Xue Feng},
title = {MultiBalance: Multi-Objective Gradient Balancing in Industrial-Scale
Multi-Task Recommendation System},
journal = {CoRR},
volume = {abs/2411.11871},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.11871},
doi = {10.48550/ARXIV.2411.11871},
eprinttype = {arXiv},
eprint = {2411.11871},
timestamp = {Fri, 03 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-11871.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2411-18814,
author = {Liu Yang and
Fabian Paischer and
Kaveh Hassani and
Jiacheng Li and
Shuai Shao and
Zhang Gabriel Li and
Yun He and
Xue Feng and
Nima Noorshams and
Sem Park and
Bo Long and
Robert D. Nowak and
Xiaoli Gao and
Hamid Eghbalzadeh},
title = {Unifying Generative and Dense Retrieval for Sequential Recommendation},
journal = {CoRR},
volume = {abs/2411.18814},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2411.18814},
doi = {10.48550/ARXIV.2411.18814},
eprinttype = {arXiv},
eprint = {2411.18814},
timestamp = {Mon, 20 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2411-18814.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-05270,
author = {Hanqing Zhu and
Zhenyu Zhang and
Wenyan Cong and
Xi Liu and
Sem Park and
Vikas Chandra and
Bo Long and
David Z. Pan and
Zhangyang Wang and
Jinwon Lee},
title = {{APOLLO:} SGD-like Memory, AdamW-level Performance},
journal = {CoRR},
volume = {abs/2412.05270},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.05270},
doi = {10.48550/ARXIV.2412.05270},
eprinttype = {arXiv},
eprint = {2412.05270},
timestamp = {Thu, 30 Jul 2026 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-05270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2412-08604,
author = {Fabian Paischer and
Liu Yang and
Linfeng Liu and
Shuai Shao and
Kaveh Hassani and
Jiacheng Li and
Ricky Chen and
Zhang Gabriel Li and
Xialo Gao and
Wei Shao and
Xue Feng and
Nima Noorshams and
Sem Park and
Bo Long and
Hamid Eghbalzadeh},
title = {Preference Discerning with LLM-Enhanced Generative Retrieval},
journal = {CoRR},
volume = {abs/2412.08604},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2412.08604},
doi = {10.48550/ARXIV.2412.08604},
eprinttype = {arXiv},
eprint = {2412.08604},
timestamp = {Mon, 20 Oct 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2412-08604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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