Standout Papers

LIBSVM 2003 2026 2010 2018 20.6k
  1. LIBSVM (2011)
    Chih-Chung Chang, Chih‐Jen Lin ACM Transactions on Intelligent Systems and Technology
  2. LIBLINEAR: A Library for Large Linear Classification (2008)
    Kai‐Wei Chang, Cho‐Jui Hsieh et al. Journal of Machine Learning Research
  3. Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel (2003)
    S. Sathiya Keerthi, Chih‐Jen Lin Neural Computation
  4. Probability Estimates for Multi-class Classification by Pairwise Coupling (2004)
    Tingfan Wu, Chih‐Jen Lin et al. Journal of Machine Learning Research
  5. Projected Gradient Methods for Nonnegative Matrix Factorization (2007)
    Chih‐Jen Lin Neural Computation
  6. Working Set Selection Using Second Order Information for Training Support Vector Machines (2005)
    Pai‐Hsuen Chen, Chih‐Jen Lin et al. Journal of Machine Learning Research
  7. Predicting subcellular localization of proteins for Gram‐negative bacteria by support vector machines based on n‐peptide compositions (2004)
    Chin‐Sheng Yu, Chih‐Jen Lin et al. Protein Science
  8. A note on Platt’s probabilistic outputs for support vector machines (2007)
    Hsuan-Tien Lin, Chih‐Jen Lin et al. Machine Learning
  9. Parallel Spectral Clustering in Distributed Systems (2010)
    Wen-Yen Chen, Yangqiu Song et al. IEEE Transactions on Pattern Analysis and Machine Intelligence

Immediate Impact

5 by Nobel laureates 17 from Science/Nature 58 standout
Sub-graph 1 of 22

Citing Papers

Accurate proteome-wide missense variant effect prediction with AlphaMissense
2023 StandoutScienceNobel
Provably efficient machine learning for quantum many-body problems
2022 StandoutScience
1 intermediate paper

Works of Chih‐Jen Lin being referenced

LIBSVM
2011 Standout
LIBLINEAR: A Library for Large Linear Classification
2008 Standout

Author Peers

Author Last Decade Papers Cites
Chih‐Jen Lin 11281 9876 1811 4422 102 34.5k
Corinna Cortes 14128 8722 1162 5040 55 44.4k
Ruslan Salakhutdinov 15680 11827 1279 2230 89 38.0k
Teuvo Kohonen 12933 6109 480 2686 76 29.4k
Andrew Y. Ng 18601 10075 957 1857 137 35.1k
John Shawe‐Taylor 11202 6976 1183 2568 262 24.8k
Sepp Hochreiter 18063 9499 935 4486 84 52.4k
Karen Simonyan 14069 21411 976 2244 44 44.1k
Peter J. Rousseeuw 8529 4598 1057 3579 175 45.6k
Léon Bottou 13938 12689 1414 1341 45 32.8k
Christopher K. I. Williams 11578 12679 1406 1363 100 33.0k

All Works

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Rankless by CCL
2026