World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
36
Citations
10615
World Ranking
10989
National Ranking
4571

Best Publications

  • On the Opportunities and Risks of Foundation Models.

    Rishi Bommasani;Drew A. Hudson;Ehsan Adeli;Russ Altman

  • Understanding black-box predictions via influence functions

    Pang Wei Koh;Percy Liang

  • Mobility network models of COVID-19 explain inequities and inform reopening.

    Serina Chang;Emma Pierson;Emma Pierson;Pang Wei Koh;Jaline Gerardin

  • On Random Weights and Unsupervised Feature Learning

    Andrew Saxe;Pang W. Koh;Zhenghao Chen;Maneesh Bhand

  • Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization.

    Shiori Sagawa;Pang Wei Koh;Tatsunori B. Hashimoto;Percy Liang

  • Tiled convolutional neural networks

    Jiquan Ngiam;Zhenghao Chen;Daniel Chia;Pang W. Koh

  • Understanding Black-box Predictions via Influence Functions

    Pang Wei Koh;Percy Liang

  • Sparse Filtering

    Jiquan Ngiam;Zhenghao Chen;Sonia A. Bhaskar;Pang W. Koh

  • WILDS: A Benchmark of in-the-Wild Distribution Shifts

    Pang Wei Koh;Shiori Sagawa;Henrik Marklund;Sang Michael Xie

  • Stronger Data Poisoning Attacks Break Data Sanitization Defenses

    Pang Wei Koh;Jacob Steinhardt;Percy Liang

  • Learning Deep Energy Models

    Jiquan Ngiam;Zhenghao Chen;Pang W. Koh;Andrew Y. Ng

  • Concept Bottleneck Models

    Pang Wei Koh;Thao Nguyen;Yew Siang Tang;Stephen Mussmann

  • FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation

    Unknown

  • Stronger Data Poisoning Attacks Break Data Sanitization Defenses

    Pang Wei Koh;Jacob Steinhardt;Percy Liang

  • DataComp: In search of the next generation of multimodal datasets

    Unknown

  • Just Train Twice: Improving Group Robustness without Training Group Information

    Evan Liu;Behzad Haghgoo;Annie Chen;Aditi Raghunathan

  • An Investigation of Why Overparameterization Exacerbates Spurious Correlations

    Shiori Sagawa;Aditi Raghunathan;Pang Wei Koh;Percy Liang

  • Distributionally Robust Neural Networks

    Shiori Sagawa;Pang Wei Koh;Tatsunori B. Hashimoto;Percy Liang

  • Certified Defenses for Data Poisoning Attacks

    Jacob Steinhardt;Pang Wei Koh;Percy Liang

  • FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation

    Unknown

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