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Sheng Liu

Active 1969–2026

1,155
Papers
50,476
Citations
111
h-index
669
i10-index

Citations

Citations per year for Sheng Liu1987: 1 citations1989: 3 citations1990: 5 citations1991: 8 citations1992: 5 citations1993: 4 citations1994: 12 citations1995: 15 citations1996: 15 citations1997: 15 citations1998: 15 citations1999: 12 citations2000: 14 citations2001: 13 citations2002: 9 citations2003: 16 citations2004: 22 citations2005: 31 citations2006: 43 citations2007: 40 citations2008: 71 citations2009: 63 citations2010: 75 citations2011: 98 citations2012: 169 citations2013: 160 citations2014: 181 citations2015: 243 citations2016: 371 citations2017: 481 citations2018: 466 citations2019: 946 citations2020: 1,168 citations2021: 1,526 citations2022: 1,741 citations2023: 1,818 citations2024: 2,920 citations2025: 2,380 citations2026: 686 citations2027: 1 citations1988: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 6,554 citing papers, 32.1% of this breakdownUnited States: 3,603 citing papers, 17.7% of this breakdownUnited Kingdom: 875 citing papers, 4.3% of this breakdownGermany: 727 citing papers, 3.6% of this breakdownIndia: 548 citing papers, 2.7% of this breakdownAustralia: 513 citing papers, 2.5% of this breakdownCanada: 510 citing papers, 2.5% of this breakdownItaly: 468 citing papers, 2.3% of this breakdownFrance: 463 citing papers, 2.3% of this breakdownSouth Korea: 453 citing papers, 2.2% of this breakdownJapan: 388 citing papers, 1.9% of this breakdownSingapore: 326 citing papers, 1.6% of this breakdown
0%32.1%Other 24.3%

Institutions

Fields

  • Medicine22.4%
  • Biochemistry, Genetics and Molecular Biology21%
  • Computer Science20.2%
  • Engineering14.5%
  • Neuroscience4.3%
  • Materials Science3.1%
  • Other14.5%

Topics

  • Gut microbiota and health2%
  • Epigenetics and DNA Methylation1.1%
  • Topic Modeling0.9%
  • Multimodal Machine Learning Applications0.9%
  • Acute Ischemic Stroke Management0.9%
  • SARS-CoV-2 and COVID-19 Research0.8%
  • Other93.4%

Coauthors

All papers

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  1. TextGrad: Automatic "Differentiation" via Text

    Authors: Mert Yüksekgönül, Federico Bianchi, Joseph Boen, Sheng Liu, Zhi Huang, Carlos Guestrin, James Zou - arXiv (Cornell University), CoRR 2024 cited by 255

  2. The oral and gut microbiomes are perturbed in rheumatoid arthritis and partly normalized after treatment

    Authors: Xuan Zhang, Dongya Zhang, Huijue Jia, Qiang Feng, Donghui Wang, Di Liang, Xiangni Wu, Junhua Li, Longqing Tang, Yin Li, Zhou Lan, Bing Chen, Yanli Li, Huanzi Zhong, Hailiang Xie, Zhuye Jie, Wei–Neng Chen, Shanmei Tang, Xiaoqiang Xu, Xiaokai Wang, Xianghang Cai, Sheng Liu, Yan Xia, Jiyang Li, Xingye Qiao, Jumana Y. Al‐Aama, Hua Chen, Li Wang, Qingjun Wu, Fengchun Zhang, Wenjie Zheng, Yongzhe Li, Mingrong Zhang, Guangwen Luo, Wenbin Xue, Liang Xiao, Jun Li, Wanting Chen, Xun Xu, Ye Yin, Huanming Yang, Jian Wang, Karsten Kristiansen, Liang Liu, Ting Li, Qingchun Huang, Yingrui Li, Jun Wang - Nature Medicine 2015 cited by 1,719

  3. In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering

    Authors: Sheng Liu, Haotian Ye, Lei Xing, James Y. Zou - ICML 2024 cited by 276

  4. Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews

    Authors: Weixin Liang, Zachary Izzo, Yaohui Zhang, Haley Lepp, Hancheng Cao, Xuandong Zhao, Lingjiao Chen, Haotian Ye, Sheng Liu, Zhi Huang, Daniel A. McFarland, James Y. Zou - ICML 2024 cited by 253

  5. Neutrophils resist ferroptosis and promote breast cancer metastasis through aconitate decarboxylase 1

    Authors: Yun Zhao, Zhongshun Liu, Guoqiang Liu, Yuting Zhang, Sheng Liu, Dailin Gan, Wennan Chang, Xiaoxia Peng, Eun Suh Sung, Keegan Gilbert, Yini Zhu, Xuechun Wang, Ziyu Zeng, Hope Baldwin, Guanzhu Ren, Jessica Weaver, Anna Huron, Toni Mayberry, Qingfei Wang, Yujue Wang, M Díaz-Rubio, Xiaoyang Su, M. Sharon Stack, Siyuan Zhang, Xuemin Lu, Xuemin Lu, Ryan D. Sheldon, Jun Li, Chi Zhang, Jun Wan, Xin Lü, Xin Lü - Cell Metabolism 2023 cited by 208

  6. Mapping the Increasing Use of LLMs in Scientific Papers

    Authors: Weixin Liang, Yaohui Zhang, Zhengxuan Wu, Haley Lepp, Wenlong Ji, Xuandong Zhao, Hancheng Cao, Sheng Liu, Siyu He, Zhi Huang, Diyi Yang, Christopher Potts, Christopher D. Manning, James Y. Zou - arXiv (Cornell University), CoRR 2024 cited by 111

  7. Early-Learning Regularization Prevents Memorization of Noisy Labels

    Authors: Sheng Liu, Jonathan Niles-Weed, Narges Razavian, Carlos Fernandez-Granda - Neural Information Processing Systems, NeurIPS 2020 cited by 772

  8. MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs

    Authors: Juncheng Wu, Wenlong Deng, Xingxuan Li, Sheng Liu, Taomian Mi, Yifan Peng, Ziyang Xu, Yi Liu, Hyunjin Cho, Changin Choi, Yihan Cao, Hui Ren, Xiang Li, Xiaoxiao Li, Yuyin Zhou - ArXiv.org, CoRR 2025 cited by 85

  9. MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine

    Authors: Yunfei Xie, Ce Zhou, Lang Gao, Juncheng Wu, Xianhang Li, Hong-Yu Zhou, Sheng Liu, Lei Xing, James Zou, Cihang Xie, Yuyin Zhou - ICLR 2025 cited by 96

  10. More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models

    Authors: Zhongxing Xu, Chengzhi Liu, Qingyue Wei, Juncheng Wu, James Y. Zou, Xin Wang, Yuyin Zhou, Sheng Liu - NeurIPS 2025 cited by 87

  11. Endovascular Thrombectomy with or without Intravenous Alteplase in Acute Stroke

    Authors: Pengfei Yang, Yongwei Zhang, Lei Zhang, Yongxin Zhang, Kilian M. Treurniet, Wenhuo Chen, Ya Peng, Hongxing Han, Jiyue Wang, Shouchun Wang, Congguo Yin, Sheng Liu, Peng Wang, Qi Fang, Hongchao Shi, Jianhong Yang, Changming Wen, Li Conghui, Changchun Jiang, Junwei Sun, Xincan Yue, Min Lou, Meng Zhang, Hansheng Shu, Dianjing Sun, Hui Liang, Tong Li, Fuqiang Guo, Kaifu Ke, Haicheng Yuan, Guoping Wang, Weimin Yang, Huaizhang Shi, Tianxiao Li, Zifu Li, Pengfei Xing, Ping Zhang, Yu Zhou, Hao Wang, Yi Xu, Qinghai Huang, Tao Wu, Rui Zhao, Qiang Li, Yibin Fang, Laixing Wang, Jianping Lu, Yansheng Li, Jianhui Fu, Xihua Zhong, Yongjun Wang, Longde Wang, Mayank Goyal, Diederik W.J. Dippel, Bo Hong, Benqiang Deng, Yvo B.W.E.M. Roos, Charles B.L.M. Majoie, Jianmin Liu - New England Journal of Medicine 2020 cited by 829

  12. Generalizable deep learning model for early Alzheimer’s disease detection from structural MRIs

    Authors: Sheng Liu, Arjun V. Masurkar, Henry Rusinek, Jingyun Chen, Ben Zhang, Weicheng Zhu, Carlos Fernandez‐Granda, Narges Razavian - Scientific Reports 2022 cited by 175

  13. OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning

    Authors: Lü Pan, Bowen Chen, Sheng Liu, Rahul Thapa, Joseph Boen, James Zou - arXiv (Cornell University), CoRR 2025 cited by 60

  14. Dissecting spatial heterogeneity and the immune-evasion mechanism of CTCs by single-cell RNA-seq in hepatocellular carcinoma

    Authors: Yun‐Fan Sun, Liang Wu, Shiping Liu, Miaomiao Jiang, Bo Hu, Kaiqian Zhou, Wei Guo, Yang Xu, Yu Zhong, Xiaorui Zhou, Zefan Zhang, Geng Liu, Sheng Liu, Ying–Hong Shi, Yuan Ji, Min Du, Nannan Li, Guibo Li, Zhikun Zhao, Xiaoyun Huang, Liqin Xu, Qichao Yu, David H. Peng, Shuang‐Jian Qiu, Hui‐Chuan Sun, Michael Dean, Xiangdong Wang, Wen Yuan Chung, Ashley R. Dennison, Jian Zhou, Yong Hou, Jia Fan, Xin‐Rong Yang - Nature Communications 2021 cited by 215

  15. The microbiome in inflammatory bowel diseases: from pathogenesis to therapy

    Authors: Sheng Liu, Wenjing Zhao, Ping Lan, Xiangyu Mou - Protein & Cell 2020 cited by 260

  16. Receptor binding and complex structures of human ACE2 to spike RBD from omicron and delta SARS-CoV-2

    Authors: Pengcheng Han, Linjie Li, Sheng Liu, Qisheng Wang, Di Zhang, Zepeng Xu, Pu Han, Xiaomei Li, Qi Peng, Chao Su, Baihan Huang, Dedong Li, Rong Zhang, Mingxiong Tian, Lutang Fu, Yuanzhu Gao, Xin Zhao, Kefang Liu, Jianxun Qi, George F. Gao, Peiyi Wang - Cell 2022 cited by 538

  17. HIF1A Alleviates compression-induced apoptosis of nucleus pulposus derived stem cells via upregulating autophagy

    Authors: Ruijun He, Zhe Wang, Min Cui, Sheng Liu, Wei Wu, Mo Chen, Yongchao Wu, Yanji Qu, Hui Lin, Sheng Chen, Baichuan Wang, Zengwu Shao - Autophagy 2021 cited by 230

  18. Intensive blood pressure control after endovascular thrombectomy for acute ischaemic stroke (ENCHANTED2/MT): a multicentre, open-label, blinded-endpoint, randomised controlled trial

    Authors: Pengfei Yang, Lili Song, Yongwei Zhang, Xiaoxi Zhang, Xiaoying Chen, Yunke Li, Lingli Sun, Yingfeng Wan, Laurent Billot, Qiang Li, Xinwen Ren, Hongjian Shen, Lei Zhang, Zifu Li, Pengfei Xing, Yongxin Zhang, Ping Zhang, Weilong Hua, Fang Shen, Yihan Zhou, Bing Tian, Wenhuo Chen, Hongxing Han, Liyong Zhang, Chenghua Xu, Tong Li, Ya Peng, Xincan Yue, Shengli Chen, Changming Wen, Shu Wan, Congguo Yin, Ming Wei, Hansheng Shu, Guangxian Nan, Sheng Liu, Wenhua Liu, Yiling Cai, Yi Sui, Maohua Chen, Yu Zhou, Qiao Zuo, Dongwei Dai, Rui Zhao, Qiang Li, Qinghai Huang, Yi Xu, Benqiang Deng, Tao Wu, Jianping Lu, Xia Wang, Mark Parsons, Kenneth Butcher, Bruce Campbell, Thompson Robinson, Mayank Goyal, Diederik W.J. Dippel, Yvo B.W.E.M. Roos, Charles B.L.M. Majoie, Longde Wang, Yongjun Wang, Jianmin Liu, Craig S Anderson - The Lancet 2022 cited by 249

  19. Super-Resolution Microscopy for Structural Cell Biology

    Authors: Sheng Liu, Philipp Hoess, Jonas Ries - Annual Review of Biophysics 2022 cited by 223

  20. Direct observation of motor protein stepping in living cells using MINFLUX

    Authors: Takahiro Deguchi, Malina K. Iwanski, Eva-Maria Schentarra, Christopher Heidebrecht, L.D. Schmidt, Jennifer Heck, Tobias Weihs, Sebastian Schnorrenberg, Philipp Hoess, Sheng Liu, Veronika Chevyreva, Kyung‐Min Noh, Lukas C. Kapitein, Jonas Ries - Science 2023 cited by 163

  21. In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

    Authors: Zhuofeng Li, Haoxiang Zhang, Seungju Han, Sheng Liu, Jianwen Xie, Yu Zhang, Yejin Choi, James Zou, Pan Lu - ArXiv.org, CoRR 2025 cited by 42

  22. Reducing Hallucinations in Vision-Language Models via Latent Space Steering

    Authors: Sheng Liu, Haotian Ye, Lei Xing, James Zou - arXiv (Cornell University), CoRR 2024 cited by 41

  23. On-Time Last-Mile Delivery: Order Assignment with Travel-Time Predictors

    Authors: Sheng Liu, Long He, Zuo-Jun Max Shen - Management Science, Manag. Sci. 2020 cited by 252

  24. A Triple-Step Asynchronous Federated Learning Mechanism for Client Activation, Interaction Optimization, and Aggregation Enhancement

    Authors: Linlin You, Sheng Liu, Yi Chang, Chau Yuen - IEEE Internet of Things Journal, IEEE Internet Things J. 2022 cited by 70