World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
33
Citations
8207
World Ranking
12408
National Ranking
5031

Best Publications

  • Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph

    AmirAli Bagher Zadeh;Paul Pu Liang;Soujanya Poria;Erik Cambria

  • Efficient Low-rank Multimodal Fusion With Modality-Specific Factors

    Zhun Liu;Ying Shen;Varun Bharadhwaj Lakshminarasimhan;Paul Pu Liang

  • Memory Fusion Network for Multi-view Sequential Learning

    Amir Zadeh;Paul Pu Liang;Navonil Mazumder;Soujanya Poria

  • Memory Fusion Network for Multi-view Sequential Learning

    Amir Zadeh;Paul Pu Liang;Navonil Mazumder;Soujanya Poria

  • Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors.

    Yansen Wang;Ying Shen;Zhun Liu;Paul Pu Liang

  • Found in Translation: Learning Robust Joint Representations by Cyclic Translations between Modalities

    Hai Pham;Paul Pu Liang;Thomas Manzini;Louis-Philippe Morency

  • Multimodal sentiment analysis with word-level fusion and reinforcement learning

    Minghai Chen;Sen Wang;Paul Pu Liang;Tadas Baltrušaitis

  • Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning

    Unknown

  • Think Locally, Act Globally: Federated Learning with Local and Global Representations

    Unknown

  • Learning Factorized Multimodal Representations

    Yao-Hung Hubert Tsai;Paul Pu Liang;Amir Zadeh;Louis-Philippe Morency

  • Multimodal Language Analysis with Recurrent Multistage Fusion

    Paul Pu Liang;Ziyin Liu;AmirAli Bagher Zadeh;Louis-Philippe Morency

  • Think Locally, Act Globally: Federated Learning with Local and Global Representations

    Paul Pu Liang;Terrance Liu;Liu Ziyin;Ruslan Salakhutdinov

  • Towards Debiasing Sentence Representations

    Paul Pu Liang;Irene Mengze Li;Emily Zheng;Yao Chong Lim

  • Learning Factorized Multimodal Representations

    Yao-Hung Hubert Tsai;Paul Pu Liang;Amir Zadeh;Louis-Philippe Morency

  • Towards Understanding and Mitigating Social Biases in Language Models

    Paul Liang;Chiyu Wu;Louis-Philippe Morency;Ruslan Salakhutdinov

  • Multimodal Transformer for Unaligned Multimodal Language Sequences

    Yao-Hung Hubert Tsai;Shaojie Bai;Paul Pu Liang;J. Zico Kolter;J. Zico Kolter

  • Deep Neural Network for Robust Modulation Classification Under Uncertain Noise Conditions

    Unknown

  • Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions

    Unknown

  • Foundations and Recent Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions

    Unknown

  • Efficient Low-rank Multimodal Fusion with Modality-Specific Factors

    Zhun Liu;Ying Shen;Varun Bharadhwaj Lakshminarasimhan;Paul Pu Liang

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