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Xiaodong Liu

Active 1988–2026

Also published as
XiaoDong Liu
1,270
Papers
68,372
Citations
117
h-index
720
i10-index

Citations

Citations per year for Xiaodong Liu1941: 1 citations1980: 1 citations1984: 1 citations1988: 1 citations1989: 2 citations1990: 2 citations1991: 1 citations1992: 4 citations1994: 3 citations1995: 1 citations1996: 5 citations1997: 6 citations1998: 13 citations1999: 19 citations2000: 42 citations2001: 30 citations2002: 34 citations2003: 50 citations2004: 63 citations2005: 66 citations2006: 103 citations2007: 98 citations2008: 130 citations2009: 134 citations2010: 200 citations2011: 223 citations2012: 217 citations2013: 245 citations2014: 349 citations2015: 497 citations2016: 597 citations2017: 708 citations2018: 771 citations2019: 1,470 citations2020: 2,184 citations2021: 2,693 citations2022: 2,806 citations2023: 3,036 citations2024: 4,015 citations2025: 3,506 citations2026: 903 citations2027: 4 citations1942–1979: no citations, so these years are not shown1981–1983: no citations, so these years are not shown1985–1987: no citations, so these years are not shown1993: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 9,101 citing papers, 30.9% of this breakdownUnited States: 4,581 citing papers, 15.5% of this breakdownUnited Kingdom: 1,551 citing papers, 5.3% of this breakdownIndia: 1,108 citing papers, 3.8% of this breakdownGermany: 908 citing papers, 3.1% of this breakdownCanada: 904 citing papers, 3.1% of this breakdownAustralia: 680 citing papers, 2.3% of this breakdownJapan: 664 citing papers, 2.2% of this breakdownSouth Korea: 642 citing papers, 2.2% of this breakdownFrance: 590 citing papers, 2% of this breakdownItaly: 590 citing papers, 2% of this breakdownHong Kong: 463 citing papers, 1.6% of this breakdown
0%30.9%Other 26%

Institutions

Fields

  • Computer Science41.6%
  • Biochemistry, Genetics and Molecular Biology15.1%
  • Medicine13.4%
  • Engineering10%
  • Agricultural and Biological Sciences3.2%
  • Earth and Planetary Sciences2.7%
  • Other14%

Topics

  • Topic Modeling6.6%
  • Natural Language Processing Techniques4.2%
  • Multimodal Machine Learning Applications1.8%
  • CRISPR and Genetic Engineering1.2%
  • Biomedical Text Mining and Ontologies1.1%
  • Domain Adaptation and Few-Shot Learning1%
  • Other84.1%

Coauthors

All papers

Open in search
  1. DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

    Authors: DeepSeek-AI, :, Xiao Guo Bi, Deli Chen, Guanting Chen, Shanhuang Chen, Damai Dai, Chengqi Deng, Honghui Ding, Kai Dong, Qiushi Du, Zhe Fu, Huazuo Gao, Kaige Gao, Wenjun Gao, Ruiqi Ge, Kang Guan, Daya Guo, Jianzhong Guo, Guangbo Hao, Zhewen Hao, Ying He, Wenjie Hu, Panpan Huang, Erhang Li, Guowei Li, Jiashi Li, Yao Li, Y. K. Li, Wenfeng Liang, Fangyun Lin, Andi Liu, Bo Liu, Wen Liu, Xiaodong Liu, Xin Liu, Yiyuan Liu, Haoyu Lu, Shanghao Lu, Fuli Luo, Shirong Ma, Xiaotao Nie, Pei, Tian, Yishi Piao, Junjie Qiu, Hui Qu, Tongzheng Ren, Zehui Ren, Chong Ruan, Zhangli Sha, Zhihong Shao, Junxiao Song, X.-J Su, Jingxiang Sun, Yaofeng Sun, Minghui Tang, Bingxuan Wang, Peiyi Wang, Shiyu Wang, Yaohui Wang, Yongji Wang, Tong Wu, Yicheng Wu, Xin Xie, Zhenda Xie, Ziwei Xie, Yiliang Xiong, Hanwei Xu, Renyuan Xu, Yanhong Xu, Dejian Yang, Yuxiang You, Shuiping Yu, Xingkai Yu, Bo Zhang, Haowei Zhang, L. Zhang, Liyue Zhang, Mingchuan Zhang, Minghua Zhang, Wentao Zhang, Yichao Zhang, Chenggang Zhao, Yao Zhao, Shangyan Zhou, Shunfeng Zhou, Qihao Zhu, Yuheng Zou - arXiv (Cornell University), CoRR 2024 cited by 863

  2. Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing

    Authors: Yu Gu, Robert Tinn, Hao Cheng, Michael Lucas, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, Hoifung Poon - ACM Transactions on Computing for Healthcare, ACM Trans. Comput. Heal. 2021 cited by 2,012

  3. DeBERTa: Decoding-enhanced BERT with Disentangled Attention

    Authors: Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen - International Conference on Learning Representations, ICLR 2021 cited by 3,973

  4. On the Variance of the Adaptive Learning Rate and Beyond

    Authors: Liyuan Liu, Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Jiawei Han - ICLR 2020 cited by 2,273

  5. Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer

    Authors: Greg Yang, Edward J. Hu, Igor Babuschkin, Szymon Sidor, Xiaodong Liu, David Farhi, Nick Ryder, Jakub Pachocki, Weizhu Chen, Jianfeng Gao - arXiv (Cornell University), CoRR 2022 cited by 211

  6. A systematic literature review of methods and datasets for anomaly-based network intrusion detection

    Authors: Zhen Yang, Xiaodong Liu, Tong Li, Di Wu, Jinjiang Wang, Yunwei Zhao, Han Han - Computers & Security, Comput. Secur. 2022 cited by 334

  7. Unified Language Model Pre-training for Natural Language Understanding and Generation

    Authors: Li Dong, Nan Yang, Wenhui Wang, Furu Wei, Xiaodong Liu, Yu Wang, Jianfeng Gao, Ming Zhou, Hsiao-Wuen Hon - NeurIPS 2019 cited by 1,676

  8. Robotic versus laparoscopic surgery for middle and low rectal cancer (REAL): short-term outcomes of a multicentre randomised controlled trial

    Authors: Qingyang Feng, Weitang Yuan, Taiyuan Li, Bo Tang, Baoqing Jia, Yanbing Zhou, Wei Zhang, Ren Zhao, Cheng Zhang, Longwei Cheng, Xiaoqiao Zhang, Fei Liang, Guodong He, Ye Wei, Jianmin Xu, Jianmin Xu, Jianmin Xu, Jianmin Xu, Qingyang Feng, Ye Wei, Guodong He, Fei Liang, Weitang Yuan, Zhenqiang Sun, Taiyuan Li, Bo Tang, Bo Tang, Linfeng Gao, Baoqing Jia, Peng Li, Yanbing Zhou, Xiaodong Liu, Wei Zhang, Zheng Lou, Ren Zhao, Tao Zhang, Cheng Zhang, Da Li, Longwei Cheng, Zhaocheng Chi, Xiaoqiao Zhang, Guang Yang - ˜The œLancet. Gastroenterology & hepatology 2022 cited by 457

  9. Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing

    Authors: Hao Fu, Chunyuan Li, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz, Lawrence Carin - Conference of the North, NAACL-HLT (1) 2019 cited by 255

  10. RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers

    Authors: Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov, Matthew Richardson - Meeting of the Association for Computational Linguistics, ACL 2020 cited by 160

  11. Transcriptional signature in microglia associated with Aβ plaque phagocytosis

    Authors: Alexandra Grubman, Xin Yi Choo, Gabriel Chew, John F. Ouyang, Guizhi Sun, Nathan P. Croft, Fernando J. Rossello, Rebecca K. Simmons, Sam Buckberry, Dulce B. Vargas-Landín, Jahnvi Pflueger, Teresa H. Vandekolk, Zehra C. Abay, Yichen Zhou, Xiaodong Liu, Joseph Chen, Michael R. Larcombe, John M. Haynes, Catriona McLean, Sarah Williams, Siew Yeen Chai, Trevor Wilson, Ryan Lister, Colin W. Pouton, Anthony W. Purcell, Owen J. L. Rackham, Enrico Petretto, José M. Polo - Nature Communications 2021 cited by 406

  12. AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning

    Authors: Yaqing Wang, Sahaj Agarwal, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao - Conference on Empirical Methods in Natural Language Processing, EMNLP 2022 cited by 97

  13. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization

    Authors: Haoming Jiang, Pengcheng He, Weizhu Chen, Xiaodong Liu, Jianfeng Gao, Tuo Zhao - Meeting of the Association for Computational Linguistics, ACL 2020 cited by 208

  14. ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension

    Authors: Sheng Zhang, Xiaodong Liu, Jingjing Liu, Jianfeng Gao, Kevin Duh, Benjamin Van Durme - arXiv (Cornell University), CoRR 2018 cited by 271

  15. Augmenting Language Models with Long-Term Memory

    Authors: Weizhi Wang, Li Dong, Hao Cheng, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei - Advances in Neural Information Processing Systems 36, NeurIPS 2023 cited by 212

  16. Streptococcus thermophilus Inhibits Colorectal Tumorigenesis Through Secreting β-Galactosidase

    Authors: Qing Li, Wei Hu, Weixin Liu, Liuyang Zhao, Dan Huang, Xiaodong Liu, Hung Chan, Yuchen Zhang, Judeng Zeng, Olabisi Oluwabukola Coker, Wei Kang, Simon S.M. Ng, Lin Zhang, Sunny H. Wong, Tony Gin, Matthew T.V. Chan, Jian‐Lin Wu, Jun Yu, William Ka Kei Wu - Gastroenterology 2020 cited by 242

  17. Generation-Augmented Retrieval for Open-Domain Question Answering

    Authors: Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen - Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), ACL/IJCNLP (1) 2021 cited by 141

  18. Modelling human blastocysts by reprogramming fibroblasts into iBlastoids

    Authors: Xiaodong Liu, Jia Ping Tan, Jan Schröder, Asma Aberkane, John F. Ouyang, Monika Mohenska, Sue Mei Lim, Yu Sun, Joseph Chen, Guizhi Sun, Yichen Zhou, Daniel Poppe, Ryan Lister, Amander T. Clark, Owen J. L. Rackham, Jennifer Zenker, José M. Polo - Nature 2021 cited by 360

  19. Systematic comparison of sequencing-based spatial transcriptomic methods

    Authors: Yue You, Yuting Fu, Lanxiang Li, Zhongmin Zhang, Shikai Jia, Shihong Lu, Wenle Ren, Yifang Liu, Yang Xu, Xiaojing Liu, Fuqing Jiang, Guangdun Peng, Abhishek Sampath Kumar, Matthew E. Ritchie, Xiaodong Liu, Luyi Tian, Xiaodong Liu, Luyi Tian - Nature Methods 2024 cited by 171

  20. HittER: Hierarchical Transformers for Knowledge Graph Embeddings

    Authors: Sanxing Chen, Xiaodong Liu, Jianfeng Gao, Jian Jiao, Ruofei Zhang, Yangfeng Ji - Conference on Empirical Methods in Natural Language Processing, EMNLP (1) 2021 cited by 119

  21. Understanding the Difficulty of Training Transformers

    Authors: Liyuan Liu, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Jiawei Han - Conference on Empirical Methods in Natural Language Processing (EMNLP), EMNLP (1) 2020 cited by 158

  22. Adversarial Training for Large Neural Language Models

    Authors: Xiaodong Liu, Hao Cheng, Pengcheng He, Weizhu Chen, Yu Wang, Hoifung Poon, Jianfeng Gao - arXiv (Cornell University), CoRR 2020 cited by 146

  23. Dual Antiplatelet Therapy vs Alteplase for Patients With Minor Nondisabling Acute Ischemic Stroke

    Authors: Dawei Chen, Yu Cui, Zhonghe Zhou, Hong Zhang, Lixia Wang, Weizhong Wang, Liying Shen, Liyan Guo, Er-Qiang Wang, Ruixian Wang, Jing Han, Yu-Ling Dong, Jing Li, Yongzhong Lin, Qingcheng Yang, Li Zhang, Jingyu Li, Jin Wang, L. Xia, Guang-Bin Ma, Jiang Lu, Changhao Jiang, Shuman Huang, Li-Shu Wan, Hulin Piao, Zhuo Li, Yansong Li, Kui-Hua Yang, Duolao Wang, Thanh N. Nguyen, ARAMIS Investigators, Zhuo Gao, Hang Zhao, Xiaodong Liu, Xuewen Liu, Lihong Zhang, Ling Zhang, Li Li, Jia-Dong Zhang, Xinqiang Wang, Wenhai Yang, Shi-Mei Geng, Lian-Qiang Wang, Run-Hui Li - JAMA 2023 cited by 201

  24. Multi-Task Deep Neural Networks for Natural Language Understanding

    Authors: Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao - Meeting of the Association for Computational Linguistics, ACL (1) 2019 cited by 1,054