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BibTeX records: Young Jin Kim 0001

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@article{DBLP:journals/corr/abs-2503-01743,
  author       = {Abdelrahman Abouelenin and
                  Atabak Ashfaq and
                  Adam Atkinson and
                  Hany Awadalla and
                  Nguyen Bach and
                  Jianmin Bao and
                  Alon Benhaim and
                  Martin Cai and
                  Vishrav Chaudhary and
                  Congcong Chen and
                  Dong Chen and
                  Dongdong Chen and
                  Jun{-}Kun Chen and
                  Weizhu Chen and
                  Yen{-}Chun Chen and
                  Yi{-}ling Chen and
                  Qi Dai and
                  Xiyang Dai and
                  Ruchao Fan and
                  Mei Gao and
                  Min Gao and
                  Amit Garg and
                  Abhishek Goswami and
                  Junheng Hao and
                  Amr Hendy and
                  Yuxuan Hu and
                  Xin Jin and
                  Mahmoud Khademi and
                  Dongwoo Kim and
                  Young Jin Kim and
                  Gina Lee and
                  Jinyu Li and
                  Yunsheng Li and
                  Chen Liang and
                  Xihui Lin and
                  Zeqi Lin and
                  Mengchen Liu and
                  Yang Liu and
                  Gilsinia Lopez and
                  Chong Luo and
                  Piyush Madan and
                  Vadim Mazalov and
                  Arindam Mitra and
                  Ali Mousavi and
                  Anh Nguyen and
                  Jing Pan and
                  Daniel Perez{-}Becker and
                  Jacob Platin and
                  Thomas Portet and
                  Kai Qiu and
                  Bo Ren and
                  Liliang Ren and
                  Sambuddha Roy and
                  Ning Shang and
                  Yelong Shen and
                  Saksham Singhal and
                  Subhojit Som and
                  Xia Song and
                  Tetyana Sych and
                  Praneetha Vaddamanu and
                  Shuohang Wang and
                  Yiming Wang and
                  Zhenghao Wang and
                  Haibin Wu and
                  Haoran Xu and
                  Weijian Xu and
                  Yifan Yang and
                  Ziyi Yang and
                  Donghan Yu and
                  Ishmam Zabir and
                  Jianwen Zhang and
                  Li Lyna Zhang and
                  Yunan Zhang and
                  Xiren Zhou},
  title        = {Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language
                  Models via Mixture-of-LoRAs},
  journal      = {CoRR},
  volume       = {abs/2503.01743},
  year         = {2025}
}
@article{DBLP:journals/corr/abs-2504-21233,
  author       = {Haoran Xu and
                  Baolin Peng and
                  Hany Awadalla and
                  Dongdong Chen and
                  Yen{-}Chun Chen and
                  Mei Gao and
                  Young Jin Kim and
                  Yunsheng Li and
                  Liliang Ren and
                  Yelong Shen and
                  Shuohang Wang and
                  Weijian Xu and
                  Jianfeng Gao and
                  Weizhu Chen},
  title        = {Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language
                  Models in Math},
  journal      = {CoRR},
  volume       = {abs/2504.21233},
  year         = {2025}
}
@article{DBLP:journals/corr/abs-2506-18349,
  author       = {Zichong Li and
                  Chen Liang and
                  Zixuan Zhang and
                  Ilgee Hong and
                  Young Jin Kim and
                  Weizhu Chen and
                  Tuo Zhao},
  title        = {SlimMoE: Structured Compression of Large MoE Models via Expert Slimming
                  and Distillation},
  journal      = {CoRR},
  volume       = {abs/2506.18349},
  year         = {2025}
}
@article{DBLP:journals/corr/abs-2507-06607,
  author       = {Liliang Ren and
                  Congcong Chen and
                  Haoran Xu and
                  Young Jin Kim and
                  Adam Atkinson and
                  Zheng Zhan and
                  Jiankai Sun and
                  Baolin Peng and
                  Liyuan Liu and
                  Shuohang Wang and
                  Hao Cheng and
                  Jianfeng Gao and
                  Weizhu Chen and
                  Yelong Shen},
  title        = {Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long
                  Generation},
  journal      = {CoRR},
  volume       = {abs/2507.06607},
  year         = {2025}
}
@inproceedings{DBLP:conf/iclr/Xu0SA24,
  author       = {Haoran Xu and
                  Young Jin Kim and
                  Amr Sharaf and
                  Hany Hassan Awadalla},
  title        = {A Paradigm Shift in Machine Translation: Boosting Translation Performance
                  of Large Language Models},
  booktitle    = {{ICLR}},
  publisher    = {OpenReview.net},
  year         = {2024}
}
@inproceedings{DBLP:conf/icml/XuSCTSDM024,
  author       = {Haoran Xu and
                  Amr Sharaf and
                  Yunmo Chen and
                  Weiting Tan and
                  Lingfeng Shen and
                  Benjamin Van Durme and
                  Kenton Murray and
                  Young Jin Kim},
  title        = {Contrastive Preference Optimization: Pushing the Boundaries of {LLM}
                  Performance in Machine Translation},
  booktitle    = {{ICML}},
  publisher    = {OpenReview.net},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2401-08417,
  author       = {Haoran Xu and
                  Amr Sharaf and
                  Yunmo Chen and
                  Weiting Tan and
                  Lingfeng Shen and
                  Benjamin Van Durme and
                  Kenton Murray and
                  Young Jin Kim},
  title        = {Contrastive Preference Optimization: Pushing the Boundaries of {LLM}
                  Performance in Machine Translation},
  journal      = {CoRR},
  volume       = {abs/2401.08417},
  year         = {2024}
}
@article{DBLP:journals/corr/abs-2409-12136,
  author       = {Liyuan Liu and
                  Young Jin Kim and
                  Shuohang Wang and
                  Chen Liang and
                  Yelong Shen and
                  Hao Cheng and
                  Xiaodong Liu and
                  Masahiro Tanaka and
                  Xiaoxia Wu and
                  Wenxiang Hu and
                  Vishrav Chaudhary and
                  Zeqi Lin and
                  Chengruidong Zhang and
                  Jilong Xue and
                  Hany Awadalla and
                  Jianfeng Gao and
                  Weizhu Chen},
  title        = {{GRIN:} GRadient-INformed MoE},
  journal      = {CoRR},
  volume       = {abs/2409.12136},
  year         = {2024}
}
@inproceedings{DBLP:conf/acl/JawaharMLKALABG23,
  author       = {Ganesh Jawahar and
                  Subhabrata Mukherjee and
                  Xiaodong Liu and
                  Young Jin Kim and
                  Muhammad Abdul{-}Mageed and
                  Laks V. S. Lakshmanan and
                  Ahmed Hassan Awadallah and
                  S{\'{e}}bastien Bubeck and
                  Jianfeng Gao},
  title        = {AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation
                  for Efficient Neural Machine Translation},
  booktitle    = {{ACL} (Findings)},
  pages        = {9116--9132},
  publisher    = {Association for Computational Linguistics},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2302-09210,
  author       = {Amr Hendy and
                  Mohamed Abdelrehim and
                  Amr Sharaf and
                  Vikas Raunak and
                  Mohamed Gabr and
                  Hitokazu Matsushita and
                  Young Jin Kim and
                  Mohamed Afify and
                  Hany Hassan Awadalla},
  title        = {How Good Are {GPT} Models at Machine Translation? {A} Comprehensive
                  Evaluation},
  journal      = {CoRR},
  volume       = {abs/2302.09210},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2308-09723,
  author       = {Young Jin Kim and
                  Rawn Henry and
                  Raffy Fahim and
                  Hany Hassan Awadalla},
  title        = {FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization
                  for LLMs},
  journal      = {CoRR},
  volume       = {abs/2308.09723},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2308-15772,
  author       = {Hai Pham and
                  Young Jin Kim and
                  Subhabrata Mukherjee and
                  David P. Woodruff and
                  Barnab{\'{a}}s P{\'{o}}czos and
                  Hany Hassan Awadalla},
  title        = {Task-Based MoE for Multitask Multilingual Machine Translation},
  journal      = {CoRR},
  volume       = {abs/2308.15772},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2309-11674,
  author       = {Haoran Xu and
                  Young Jin Kim and
                  Amr Sharaf and
                  Hany Hassan Awadalla},
  title        = {A Paradigm Shift in Machine Translation: Boosting Translation Performance
                  of Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2309.11674},
  year         = {2023}
}
@article{DBLP:journals/corr/abs-2310-02410,
  author       = {Young Jin Kim and
                  Raffy Fahim and
                  Hany Hassan Awadalla},
  title        = {Mixture of Quantized Experts (MoQE): Complementary Effect of Low-bit
                  Quantization and Robustness},
  journal      = {CoRR},
  volume       = {abs/2310.02410},
  year         = {2023}
}
@inproceedings{DBLP:conf/amta/AmerAKMH22,
  author       = {Hossam Amer and
                  Mohamed Afify and
                  Young Jin Kim and
                  Hitokazu Matsushita and
                  Hany Hassan},
  title        = {Fast Vocabulary Projection Method via Clustering for Multilingual
                  Machine Translation on {GPU}},
  booktitle    = {{AMTA}},
  pages        = {58--69},
  publisher    = {Association for Machine Translation in the Americas},
  year         = {2022}
}
@inproceedings{DBLP:conf/iclr/Zuo00KHZGZ22,
  author       = {Simiao Zuo and
                  Xiaodong Liu and
                  Jian Jiao and
                  Young Jin Kim and
                  Hany Hassan and
                  Ruofei Zhang and
                  Jianfeng Gao and
                  Tuo Zhao},
  title        = {Taming Sparsely Activated Transformer with Stochastic Experts},
  booktitle    = {{ICLR}},
  publisher    = {OpenReview.net},
  year         = {2022}
}
@inproceedings{DBLP:conf/icml/0013KMH22,
  author       = {Rui Liu and
                  Young Jin Kim and
                  Alexandre Muzio and
                  Hany Hassan},
  title        = {Gating Dropout: Communication-efficient Regularization for Sparsely
                  Activated Transformers},
  booktitle    = {{ICML}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {13782--13792},
  publisher    = {{PMLR}},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2205-14336,
  author       = {Rui Liu and
                  Young Jin Kim and
                  Alexandre Muzio and
                  Barzan Mozafari and
                  Hany Hassan Awadalla},
  title        = {Gating Dropout: Communication-efficient Regularization for Sparsely
                  Activated Transformers},
  journal      = {CoRR},
  volume       = {abs/2205.14336},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2208-06874,
  author       = {Hossam Amer and
                  Young Jin Kim and
                  Mohamed Afify and
                  Hitokazu Matsushita and
                  Hany Hassan Awadalla},
  title        = {Fast Vocabulary Projection Method via Clustering for Multilingual
                  Machine Translation on {GPU}},
  journal      = {CoRR},
  volume       = {abs/2208.06874},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2210-07535,
  author       = {Ganesh Jawahar and
                  Subhabrata Mukherjee and
                  Xiaodong Liu and
                  Young Jin Kim and
                  Muhammad Abdul{-}Mageed and
                  Laks V. S. Lakshmanan and
                  Ahmed Hassan Awadallah and
                  S{\'{e}}bastien Bubeck and
                  Jianfeng Gao},
  title        = {AutoMoE: Neural Architecture Search for Efficient Sparsely Activated
                  Transformers},
  journal      = {CoRR},
  volume       = {abs/2210.07535},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2211-10017,
  author       = {Young Jin Kim and
                  Rawn Henry and
                  Raffy Fahim and
                  Hany Hassan Awadalla},
  title        = {Who Says Elephants Can't Run: Bringing Large Scale MoE Models into
                  Cloud Scale Production},
  journal      = {CoRR},
  volume       = {abs/2211.10017},
  year         = {2022}
}
@article{DBLP:journals/corr/abs-2109-10465,
  author       = {Young Jin Kim and
                  Ammar Ahmad Awan and
                  Alexandre Muzio and
                  Andr{\'{e}}s Felipe Cruz{-}Salinas and
                  Liyang Lu and
                  Amr Hendy and
                  Samyam Rajbhandari and
                  Yuxiong He and
                  Hany Hassan Awadalla},
  title        = {Scalable and Efficient MoE Training for Multitask Multilingual Models},
  journal      = {CoRR},
  volume       = {abs/2109.10465},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2110-04260,
  author       = {Simiao Zuo and
                  Xiaodong Liu and
                  Jian Jiao and
                  Young Jin Kim and
                  Hany Hassan and
                  Ruofei Zhang and
                  Tuo Zhao and
                  Jianfeng Gao},
  title        = {Taming Sparsely Activated Transformer with Stochastic Experts},
  journal      = {CoRR},
  volume       = {abs/2110.04260},
  year         = {2021}
}
@article{DBLP:journals/corr/abs-2010-13382,
  author       = {Young Jin Kim and
                  Hany Hassan Awadalla},
  title        = {FastFormers: Highly Efficient Transformer Models for Natural Language
                  Understanding},
  journal      = {CoRR},
  volume       = {abs/2010.13382},
  year         = {2020}
}
@article{DBLP:journals/simulation/KimMF19,
  author       = {Young Jin Kim and
                  Dimitri Mavris and
                  Richard Fujimoto},
  title        = {Time- and space-parallel simulation of air traffic networks},
  journal      = {Simul.},
  volume       = {95},
  number       = {12},
  year         = {2019}
}
@inproceedings{DBLP:conf/emnlp/KimJHAHGB19,
  author       = {Young Jin Kim and
                  Marcin Junczys{-}Dowmunt and
                  Hany Hassan and
                  Alham Fikri Aji and
                  Kenneth Heafield and
                  Roman Grundkiewicz and
                  Nikolay Bogoychev},
  title        = {From Research to Production and Back: Ludicrously Fast Neural Machine
                  Translation},
  booktitle    = {NGT@EMNLP-IJCNLP},
  pages        = {280--288},
  publisher    = {Association for Computational Linguistics},
  year         = {2019}
}
@phdthesis{DBLP:phd/basesearch/Kim18b,
  author       = {Young Jin Kim},
  title        = {A deep learning and parallel simulation methodology for air traffic
                  management},
  school       = {Georgia Institute of Technology, Atlanta, GA, {USA}},
  year         = {2018}
}
@inproceedings{DBLP:conf/wsc/KimMF17,
  author       = {Young Jin Kim and
                  Dimitri Mavris and
                  Richard Fujimoto},
  title        = {Time-parallel simulation of air traffic networks},
  booktitle    = {{WSC}},
  pages        = {1013--1024},
  publisher    = {{IEEE}},
  year         = {2017}
}
@inproceedings{DBLP:conf/syscon/CraisseKKCBLGM16,
  author       = {Jeremie Craisse and
                  Simon Kruger and
                  Young Jin Kim and
                  Imon Chakraborty and
                  Simon Briceno and
                  Yongchang Li and
                  Elena Garcia and
                  Dimitri N. Mavris},
  title        = {Creation of a decision-support methodology for selecting more-electric
                  aircraft subsystem technologies},
  booktitle    = {SysCon},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2016}
}