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
20 items
Unleashing Multimodal Large Language Models for Training-free HOI Detection in the Wild
2026
Cited
0
A Survey on the Green Development of Large Models: From Resource-Efficient Architectures to Hardware-Software Co-Design
2026
Cited
0
BVS: Bayesian Visual Search with Multimodal Large Language Model for Fine-grained Perception
2026
Cited
0
Learning Taxonomic Trees with Hierarchical Representation Regularization for Large Multimodal Models
2026
Cited
0
DiCoBench: Benchmarking Multi-Image Fine-Grained Perception via Differential and Commonality Visual Cues
2026
Cited
0
Taming I2V models for Image HOI Editing: A Cognitive Benchmark and Agentic Self-Correcting Framework
2026
Cited
0
Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: From Evaluation to Diagnosis
2026
Cited
0
Temporal-Aware Reasoning Optimization for Video Temporal Grounding
2026
Cited
0
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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