Wanqi Zhou
Scholar

Wanqi Zhou

Google Scholar ID: 3Q_3PR8AAAAJ
Xi'an Jiaotong University
Information theorycausal discoveryout of distribution generalization
Citations & Impact
All-time
Citations
184
 
H-index
7
 
i10-index
6
 
Publications
11
 
Co-authors
7
list available
Resume (English only)
Academic Achievements
  • Paper 'An Information-Theoretic Approach for Heterogeneous Differentiable Causal Discovery' accepted by Neural Networks 2025
  • Paper 'Rethinking Latent Representations in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation' accepted by ICML 2025
  • Paper 'PromptTA: Prompt-driven Text Adapter for Source-free Domain Generalization' accepted by ICASSP 2025
  • Paper 'Soft Prompt Generation for Domain Generalization' (SPG) accepted by ECCV 2024
  • Paper 'Jacobian Regularizer-based Neural Granger Causality' (JRNGC) accepted by ICML 2024
  • Paper 'Prompt-based Distribution Alignment for Unsupervised Domain Adaptation' (PDA) accepted by AAAI 2024
  • Paper 'Improving Cross-domain Few-shot Classification with Multilayer Perceptron' accepted by ICASSP 2024
  • Paper 'Causality Detection with Matrix-based Transfer Entropy' published in INS 2022
  • Outstanding Graduate Student, Xi’an Jiaotong University (2023, 2022)
  • National First Prize in BCI Brain-Controlled Robot Competition at 2021 World Robot Competition
  • Outstanding Graduate Student Cadres, Xi’an Jiaotong University (2020)
  • Outstanding Undergraduate Graduates, Shandong University (2019)
  • National Scholarship (2018)
  • Provincial First Prize in National Undergraduate Mathematical Modeling Competition