Scholar
Jiatao Li
Google Scholar ID: rhqBwx8AAAAJ
Peking University
Citations & Impact
Citations
6
H-index
2
i10-index
0
Publications
6
Co-authors
0
Publications
Resume
Academic Achievements
- - Preprints:
- - SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval
- - Analyzing Cognitive Differences Among Large Language Models through the Lens of Social Worldview
- - AGENT-X: Adaptive Guideline-based Expert Network for Threshold-free AI-generated teXt detection
- - Conference Papers:
- - Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models
- - Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection
- - Aspect-Guided Multi-Level Perturbation Analysis of Large Language Models in Automated Peer Review
- - Awards:
- - 2025: Peking University Annual Person of the Year Nomination
- - 2025: National Scholarship (China’s highest-level undergraduate scholarship)
- - 2025: Peking University Merit Student
- - 2024: Leo KoGuan Scholarship
- - 2023-2024: Peking University Merit Student Pacesetter
- - 2024: CSDN Blog Star of the Year Top87
- - 2023: Peking University Annual Person of the Year Nomination
- - 2023: Peking University May 4th Scholarship (Highest-level Scholarship in Peking University)
- - 2023: CSDN Blog Star (Beijing) Top10
- - 2023: Kaggle Competition: HousePrice Prediction Top1%
- - 2023: Tianchi BMW 3rd Hackathon - Virtual Collaborative Co-Creation Track & Finals Rank1
- - 2023: Peking University Hackathon Track2 (WebGPU) Rank2
- - 2023: Greater Bay Area (Huangpu) International Algorithm Case Competition - Advanced Enhancement of Large Language Model Comprehensive Abilities (Pazhou Laboratory & Fudan University) Finalist
Research Experience
- - Research Assistant at Wangxuan Institute of Computer Technology, Peking University
- - Undergraduate Visiting Researcher at Stanford SALT Lab
Education
- - Degree: Undergraduate
- - School: Peking University
- - Advisor: Prof. Xiaojun Wan
- - Time: Ongoing
- - Major: Information Management
- - Other Experiences: Joined the Stanford SALT Lab as an undergraduate visiting researcher in summer 2025, advised by Prof. Diyi Yang.
Background
- - Research Interests: Natural Language Processing (NLP) and Machine Learning (ML), particularly in knowledge retrieval and human-LLM interaction of large language models.
- - Professional Field: Information Management, NLP, ML.
- - Brief Introduction: An undergraduate student from the Department of Information Management at Peking University, with a strong interest in the continuous learning and adaptability of large language models.
Miscellany
- - Personal Interests: Not explicitly mentioned