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
Publications
23 items
GraphMemix: Query-Aware Evidence Forests for Long-Term Multimodal Agent Memory
2026
Cited
0
Explainable Deepfake Detection with Feature-robust Augmentation and Evidence-grounded Explanation Optimization
2026
Cited
0
Identity-Preserving Text-to-Video Generation via Agentic Enhancement and Semantic Repair
2026
Cited
0
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
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Resume
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
7 total
Xiangteng He
University of British Columbia
Xin Huang
Nanyang Normal University
Jinwei Qi
Tongyi Lab, Alibaba Group
Xiaohua Zhai
Meta, OpenAI, Google DeepMind
Jian Zhang
Huawei
Tianjun Xiao
Tesla Autopilot
Xiaojun Wan
Peking University