Xiaodan Liang

Sun Yat-sen University, Carnegie Mellon University

Papers

14

Total Citations

611

H-Index

9

About

No biography available yet.

Research Focus

Computer science14 · 611 citations
Artificial intelligence13 · 496 citations
Computer vision7 · 393 citations
Human–computer interaction6 · 234 citations
Pattern recognition (psychology)3 · 209 citations
Set (abstract data type)4 · 209 citations
Representation (politics)2 · 200 citations
Layer (electronics)2 · 200 citations
Convolutional neural network2 · 200 citations
RGB color model2 · 200 citations
Context (archaeology)1 · 188 citations
Geology1 · 188 citations

Key Achievements

9
H-Index
14
Papers
611
Total Citations
44
Avg Citations/Paper
🏆 Most Cited Paper
LSTM-CF: Unifying Context Modeling and Fusion with LSTMs for RGB-D Scene Labeling
188 citations · 2016
📈 Most Prolific Year: 2021 (5 Papers)
🤝 Key Collaborators: 61
🏛 Institutions: Sun Yat-sen University, Carnegie Mellon University

Top Papers

  1. 1
    LSTM-CF: Unifying Context Modeling and Fusion with LSTMs for RGB-D Scene Labeling
    188 citations · 2016
  2. 2
    Teaching Robots to Predict Human Motion
    125 citations · 2018
  3. 3
    SOON: Scenario Oriented Object Navigation with Graph-based Exploration
    115 citations · 2021
  4. 4
    Aligning Cyber Space With Physical World: A Comprehensive Survey on Embodied AI
    77 citations · 2025
  5. 5
    NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning
    32 citations · 2025
  6. 6
    Self-Motivated Communication Agent for Real-World Vision-Dialog Navigation
    22 citations · 2021
  7. 7
    Deep Learning for Embodied Vision Navigation: A Survey
    13 citations · 2021
  8. 8
    RGB-D Scene Labeling with Long Short-Term Memorized Fusion Model.
    12 citations · 2016
  9. 9
    Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images
    9 citations · 2023
  10. 10
    Continuous Transition: Improving Sample Efficiency for Continuous Control Problems via MixUp
    6 citations · 2021

Key Collaborators

LLLiang Lin6 shared papersFZFengda Zhu5 shared papersYZYi Zhu4 shared papersXCXiaojun Chang4 shared papersHCHui Cheng2 shared papersZHZhongzhan Huang2 shared papersXLXiwen Liang2 shared papersYGYukang Gan2 shared papersKWKeze Wang2 shared papersWCWeiwei Chen2 shared papersYYYizhou Yu2 shared papersHXHang Xu2 shared papersKZKaidong Zhang2 shared papersZLZixuan Li1 shared papersPRPengzhen Ren1 shared papersGLGuanbin Li1 shared papersYLYutong Lu1 shared papersWDWanxi Dong1 shared papersYWYuhang Wen1 shared papersJCJiaqi Chen1 shared papers
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