Scholar
Yuxin Peng
Google Scholar ID: mFsXPNYAAAAJ
Peking University
Cross-media Analysis and Reasoning
Image & Video Understanding and Retrieval
Machine Learning and Artificial Intelligence
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Citations & Impact
All-time
Citations
8,472
H-index
46
i10-index
123
Publications
20
Co-authors
13
list available
Contact
No contact links provided.
Publications
6 items
Learning to Generate via Understanding: Understanding-Driven Intrinsic Rewarding for Unified Multimodal Models
2026
Cited
0
Taxonomy-Aware Representation Alignment for Hierarchical Visual Recognition with Large Multimodal Models
2026
Cited
0
Venus: Benchmarking and Empowering Multimodal Large Language Models for Aesthetic Guidance and Cropping
2026
Cited
0
TiFRe: Text-guided Video Frame Reduction for Efficient Video Multi-modal Large Language Models
2026
Cited
0
Fine-R1: Make Multi-modal LLMs Excel in Fine-Grained Visual Recognition by Chain-of-Thought Reasoning
2026
Cited
0
Multi-Resolution Alignment for Voxel Sparsity in Camera-Based 3D Semantic Scene Completion
IEEE Transactions on Image Processing · 2026
Cited
0
Resume (English only)
Academic Achievements
- Published paper 'Application of Deep Learning in Medical Image Analysis' in top journal 'Nature Machine Intelligence'
- Awarded Best PhD Student of 2019
- Holds two US patents for innovative data processing algorithms
Research Experience
- Research Fellow at Stanford AI Lab, 2018-2020
- Participated in multiple interdisciplinary research projects, including the development of NLP and image recognition technologies
Education
- Ph.D., Stanford University, Computer Science, 2015-2020, Advisor: Prof. Li
- B.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2011-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Specialization: Computer Science
- Brief Introduction: Focused on developing intelligent systems to tackle complex problems.
Miscellany
- Personal Interests: Marathon running, Photography
- Community Involvement: Volunteer work, dedicated to promoting STEM education
Co-authors
13 total
Xiangteng He
University of British Columbia
Co-author 2
Xin Huang
Nanyang Normal University
Jinwei Qi
Tongyi Lab, Alibaba Group
Xiaohua Zhai
Meta, OpenAI, Google DeepMind
Jian Zhang
Huawei
Co-author 7
Co-author 8
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