Scholar
Wanqi Zhou
Google Scholar ID: 3Q_3PR8AAAAJ
Xi'an Jiaotong University
Information theory
causal discovery
out of distribution generalization
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
184
H-index
7
i10-index
6
Publications
11
Co-authors
7
list available
Contact
Email
zwq785915792@stu.xjtu.edu.cn
CV
Open ↗
GitHub
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Publications
9 items
HEX: Humanoid-Aligned Experts for Cross-Embodiment Whole-Body Manipulation
2026
Cited
0
Reshaping Action Error Distributions for Reliable Vision-Language-Action Models
2026
Cited
0
Latent Reasoning VLA: Latent Thinking and Prediction for Vision-Language-Action Models
2026
Cited
0
Embodied Robot Manipulation in the Era of Foundation Models: Planning and Learning Perspectives
2025
Cited
0
Towards a Unified Understanding of Robot Manipulation: A Comprehensive Survey
2025
Cited
0
VCoT-Grasp: Grasp Foundation Models with Visual Chain-of-Thought Reasoning for Language-driven Grasp Generation
2025
Cited
0
Dual-Path Stable Soft Prompt Generation for Domain Generalization
2025
Cited
0
OpenHelix: A Short Survey, Empirical Analysis, and Open-Source Dual-System VLA Model for Robotic Manipulation
2025
Cited
0
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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
Co-authors
7 total
Badong Chen
Professor of Xi'an Jiaotong University, Xi'an, China
Shuanghao Bai
Xi'an Jiao Tong University Phd student
Donglin Wang
Westlake University
Qibin Zhao
RIKEN AIP
Co-author 5
Danilo Mandic
Prof. of Machine Intelligence, Dept of Electrical and Electronic Eng., Imperial College London, UK
Jingwen Fu
Xi'an Jiaotong University
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