Paul Pu Liang

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

  1071
  Citations

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

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

  974
  Citations

• Memory Fusion Network for Multi-view Sequential Learning

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

  773
  Citations

• Memory Fusion Network for Multi-view Sequential Learning

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

  598
  Citations

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

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

  455
  Citations

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

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

  432
  Citations

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

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

  332
  Citations

• Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning

  Unknown

  245
  Citations

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

  Unknown

  240
  Citations

• Learning Factorized Multimodal Representations

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

  234
  Citations

• Multimodal Language Analysis with Recurrent Multistage Fusion

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

  208
  Citations

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

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

  180
  Citations

• Towards Debiasing Sentence Representations

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

  159
  Citations

• Learning Factorized Multimodal Representations

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

  156
  Citations

• Towards Understanding and Mitigating Social Biases in Language Models

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

  134
  Citations

• Multimodal Transformer for Unaligned Multimodal Language Sequences

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

  129
  Citations

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

  Unknown

  124
  Citations

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

  Unknown

  119
  Citations

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

  Unknown

  105
  Citations

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

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

  91
  Citations