Paul Pu Liang

Carnegie Mellon University, Massachusetts Institute of Technology

Papers

14

Total Citations

316

H-Index

6

About

No biography available yet.

Research Focus

Computer science13 · 314 citations
Artificial intelligence11 · 306 citations
Data science8 · 293 citations
Human–computer interaction9 · 281 citations
Machine learning6 · 210 citations
Modalities7 · 142 citations
Multimodal learning3 · 104 citations
Open research3 · 88 citations
World Wide Web3 · 88 citations
Field (mathematics)2 · 82 citations
Embodied cognition2 · 82 citations
Multimodality2 · 82 citations

Key Achievements

6
H-Index
14
Papers
316
Total Citations
23
Avg Citations/Paper
🏆 Most Cited Paper
Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions
150 citations · 2024
📈 Most Prolific Year: 2024 (4 Papers)
🤝 Key Collaborators: 33
🏛 Institutions: Carnegie Mellon University, Massachusetts Institute of Technology

Top Papers

  1. 1
    Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions
    150 citations · 2024
  2. 2
    Tutorial on Multimodal Machine Learning: Principles, Challenges, and Open Questions
    46 citations · 2023
  3. 3
    Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions
    36 citations · 2022
  4. 4
    DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations
    29 citations · 2022
  5. 5
    MultiBench: Multiscale Benchmarks for Multimodal Representation Learning
    22 citations · 2021
  6. 6
    OpenFace 3.0: A Lightweight Multitask System for Comprehensive Facial Behavior Analysis
    9 citations · 2025
  7. 7
    Advancing Social Intelligence in AI Agents: Technical Challenges and Open Questions
    6 citations · 2024
  8. 8
    High-Modality Multimodal Transformer: Quantifying Modality & Interaction Heterogeneity for High-Modality Representation Learning
    4 citations · 2022
  9. 9
    Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
    3 citations · 2023
  10. 10
    Benchmarking Vision, Language, & Action Models on Robotic Learning Tasks
    3 citations · 2024

Key Collaborators

LMLouis‐Philippe Morency10 shared papersRSRuslan Salakhutdinov5 shared papersYLYiwei Lyu4 shared papersLMLeena Mathur4 shared papersXFXiang Fan3 shared papersJHJiewen Hu2 shared papersLMLouis-Philippe Morency2 shared papersZDZihao Deng2 shared papersAZAmir Zadeh2 shared papersPWPeter Wu1 shared papersSMShentong Mo1 shared papersMAMichelle A. Lee1 shared papersYZYuke Zhu1 shared papersPGPranav Guruprasad1 shared papersDMDevin Murphy1 shared papersSNSuzanne Nie1 shared papersYCYun Cheng1 shared papersDYDani Yogatama1 shared papersRJRichard J. Chen1 shared papersFMFaisal Mahmood1 shared papers
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