Scholar
Cam-Tu Nguyen
Google Scholar ID: qaSjJ4wAAAAJ
Associate Professor of AI School, Nanjing University, China
Data Mining
Image Annotation
Text Mining
Machine Learning
Graphical Models
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Citations & Impact
All-time
Citations
588
H-index
13
i10-index
19
Publications
20
Co-authors
17
list available
Publications
12 items
Structures Facilitate Retrieve, Rerank, and Generate
2026
Cited
0
MiMIC: Mitigating Visual Modality Collapse in Universal Multimodal Retrieval While Avoiding Semantic Misalignment
2026
Cited
0
TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models
2026
Cited
0
Beyond the Global Scores: Fine-Grained Token Grounding as a Robust Detector of LVLM Hallucinations
2026
Cited
0
LifeBench: A Benchmark for Long-Horizon Multi-Source Memory
2026
Cited
0
LLM-based Embeddings: Attention Values Encode Sentence Semantics Better Than Hidden States
2026
Cited
0
LLMs Meet Isolation Kernel: Lightweight, Learning-free Binary Embeddings for Fast Retrieval
2026
Cited
0
Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation
2025
Cited
0
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Resume
Academic Achievements
- Published over 20 articles in international journals
- Received IEEE Best Paper Award
- Holds three patents related to machine learning algorithm optimization
Research Experience
- Senior Researcher, Google Research, 2020-Present
- Involved in multiple AI projects, including but not limited to the development of natural language processing and image recognition technologies.
Education
- Ph.D. in Computer Science, Stanford University, 2015-2020, Advisor: Prof. Li
- M.S. in Information Technology, Massachusetts Institute of Technology, 2013-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Study: Computer Science
- Brief Introduction: Focused on developing intelligent systems capable of solving complex problems.
Miscellany
- Enjoys reading science fiction and tech blogs in his free time
- Also has a strong interest in photography
Co-authors
10 total
Xuan-Hieu Phan
Assoc. Prof. at UET, Vietnam National University, Hanoi
Xiaoliang Wang
Associate Professor of Computer Science, Nanjing University
Wenzhong Li
Nanjing University
Yeqin Zhang
Nanjing University
Yongbin Li(李永彬)
Alibaba Tongyi Lab(通义实验室)
Nguyen Le Minh
Professor - JAIST
Zhi-Hua Zhou
Nanjing University
Fei Huang
Carnegie Mellon University, IBM Research, Facebook, Alibaba DAMO Academy, Tongyi Lab(通义实验室)