cv
Basics
| Name | Junhao Liu |
| Label | PhD Student |
| liujunhao@pku.edu.cn | |
| Url | https://outerform.site |
| Summary | A PhD student at Peking University, researching eXplainable Artificial Intelligence (XAI). |
Work
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2025.07 - Present Research Intern (Project Up), Hunyuan Multimodal Model Team
Tencent
Conducting research and development on HunyuanImage models. Improving model interpretability and controllability, enabling more transparent understanding and precise manipulation of model behavior.
Education
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2022.09 - 2027.06 Beijing, China
PhD
Peking University, School of Computer Science
Computer Software and Theory
- Advisor: Prof. Xin Zhang
- Research on eXplainable Artificial Intelligence (XAI)
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2018.09 - 2022.06 Beijing, China
Bachelor
Peking University, School of EECS
Computer Science and Technology
- Outstanding Graduate of Beijing
Awards
- 2017.07.01
Gold Medal, National Olympiad in Informatics (NOI)
China Computer Federation
- 2020.01.01
Publications
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2025.02.01 ReX: A framework for incorporating temporal information in model-agnostic local explanation techniques
AAAI Conference on Artificial Intelligence (AAAI-25, Oral)
A framework that incorporates temporal information into model-agnostic local explanation techniques.
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2024.10.01 ConLUX: Concept-Based Local Unified Explanations
arXiv preprint
A concept-based local unified explanation method for machine learning models.
Skills
| Research | |
| Explainable AI | |
| Machine Learning | |
| Deep Learning |
Languages
| Mandarin | |
| Native speaker |
| English | |
| Fluent |
| Cantonese | |
| Learning |
Interests
| Explainable AI | |
| Model-agnostic explanations | |
| Concept-based explanations | |
| LLM explanations |