Standout Papers

LightGBM: A Highly Efficient Gradient Boosting Decision Tree 2014 2026 2018 2022 5.4k
  1. LightGBM: A Highly Efficient Gradient Boosting Decision Tree (2017)
    Guolin Ke, Qi Meng et al. HAL (Le Centre pour la Communication Scientifique Directe)
  2. BioGPT: generative pre-trained transformer for biomedical text generation and mining (2022)
    Renqian Luo, Yingce Xia et al. Briefings in Bioinformatics
  3. Learning Deep Representations for Graph Clustering (2014)
    Fei Tian, Bin Gao et al. Proceedings of the AAAI Conference on Artificial Intelligence
  4. Predicting equilibrium distributions for molecular systems with deep learning (2024)
    Shuxin Zheng, Yu Shi et al. Nature Machine Intelligence

Immediate Impact

1 by Nobel laureates 16 from Science/Nature 55 standout
Sub-graph 1 of 22

Citing Papers

Artificial intelligence in drug development
2025 Standout
Perovskite Type ABO3 Oxides in Photocatalysis, Electrocatalysis, and Solid Oxide Fuel Cells: State of the Art and Future Prospects
2025 Standout
1 intermediate paper

Works of Tie‐Yan Liu being referenced

BioGPT: generative pre-trained transformer for biomedical text generation and mining
2022 Standout
LightGBM: A Highly Efficient Gradient Boosting Decision Tree
2017 Standout

Author Peers

Author Last Decade Papers Cites
Tie‐Yan Liu 3218 1020 600 978 154 9.0k
José A. Lozano 3173 733 369 924 231 8.1k
Joydeep Ghosh 3398 1654 240 733 173 8.4k
Paolo Frasconi 2963 1171 339 1261 109 7.7k
John Van Ryzin 4567 1022 795 1264 66 15.7k
Lior Rokach 4615 1326 629 827 191 11.2k
Ah Chung Tsoi 3774 1996 301 616 133 8.2k
J. S. Marron 3215 1206 553 1173 171 11.5k
Zhiyuan Liu 6081 1286 682 1027 228 9.5k
Mark A. Hall 3855 923 452 1919 282 17.1k
C. Lee Giles 4625 1462 746 548 213 10.7k

All Works

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Rankless by CCL
2026