Jinxiang Xie

Jinxiang Xie

Nanjing University

My name is Jinxiang Xie (pronounced “JIN-shee-ahng SHEE-eh”). I am a graduate student at Nanjing University. I earned my Bachelor’s degree in Information and Computing Science from Beijing Jiaotong University. I was a research intern at Microsoft, where I have the privilege of working with Principal Researcher Justin Ding. Prior to this, I gained valuable research experience at Peking University under the guidance of Prof. Xiaojun Wan.

My research focuses on leveraging Large Language Models to address complex problems.

Feel free to reach out if you’d like to discuss research or explore potential collaboration!

AI Researcher

  • Research focus on LLMs and NLP
  • Internships at top institutions
  • Publications at AAAI, ACL

Content Creator

Life Explorer

  • Visited 9 countries worldwide
  • Traveled to 32 provinces in China
  • Rich experience in social work

Publications

ACL 2026 Findings

CAST: Achieving Stable LLM-based Text Analysis for Data Analytics

Jinxiang Xie, Zihao Li, Wei He, Rui Ding, Shi Han, Dongmei Zhang
Project ArXiv Code
AAAI 2025

DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models

Jinxiang Xie, Yilin Li, Xunjian Yin, Xiaojun Wan
Project ArXiv Code

Educations

  • 2025.09 - Present:  Master of Science at Kuang Yaming Honors School, Nanjing University.
  • 2021.09 - 2025.06:  Bachelor of Science in Information and Computing Science, Beijing Jiaotong University.

Internships

Open Source

Skills for AI Agents

Scientific Research Skills

High-level research methodology skills for AI coding agents
Not another tool list — each skill encodes a complete research workflow: literature search, paper reading, social-media triage, related-work survey, Zotero management, and figure generation.
Research Tool

Auto Paper Harvester

Batch-download paper PDFs by DOI with multi-source fallback
Routes through publisher TDM APIs (Wiley/Elsevier/Springer) → OA fallbacks (Crossref/OpenAlex/Unpaywall) → optional Playwright browser fallback. Ships as both a CLI and an agent skill.

Blogs

Latest Posts

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June, 2026
Staying Grounded in Fast-Paced AI Research
Staying Grounded in Fast-Paced AI Research
Three principles for navigating the AI research firehose: prioritizing information sources (blogs over papers for frontier insights), building domain-specific harnesses instead of chasing hype, and constructing a personal research infrastructure with unified memory and automated pipelines.
January, 2026
My 2025 | Through Romance, Finding Stability
My 2025 | Through Romance, Finding Stability
From adventure and exploration in the first half to stability and reflection in the second half - sharing thoughts on compound interest of time, recording in the AI era, and living a fulfilling life within a smaller radius.
November, 2025
Claude Code Skills and Subagents in Practice
Claude Code Skills and Subagents in Practice
Two production-grade systems for real research scenarios: a paywall-crossing paper harvester and a self-iterating AI Scientist, demonstrating how Skills and Subagents upgrade LLMs into research infrastructure.
June, 2025
The Limits of My Language Mean the Limits of My World
The Limits of My Language Mean the Limits of My World
Drawing on Wittgenstein's philosophy, a recent paper argues that our existing language might be the fundamental bottleneck.
February, 2025
As the World Reorders: Interviews, Content Creation, and Digital Nomadism
As the World Reorders: Interviews, Content Creation, and Digital Nomadism
From interview reflections and Coffee Chats to AI-assisted writing and a digital-nomad experiment in Bali, this essay explores how to build an inner anchor in an age of labels, algorithms, and uncertainty.
January, 2025
Beyond the Future of AI: The Dreams and Deceptions of Cryptocurrency
Beyond the Future of AI: The Dreams and Deceptions of Cryptocurrency
From Web 3.0 to Bitcoin breaking $100K, from speculators to true believers - exploring the technical potential of cryptocurrency, its future direction, and the possibility of a decentralized society in the AGI era.
December, 2024
Wind Over the Hills: There But for the Grace of God Go I
Wind Over the Hills: There But for the Grace of God Go I
Two weeks volunteering at a lakeside cafe in Yunnan, and reflections on freedom, labor, rural life, and how privilege shapes our sense of possibility.
October, 2024
My 2024 | Seeking Breakthroughs with Prudent Courage
My 2024 | Seeking Breakthroughs with Prudent Courage
From the struggles and breakthroughs during my research internship at Peking University, to self-exploration after securing graduate admission - documenting growth and reflections in research, reading, and life planning in 2024.
November, 2023
LLMs: Cutting-Edge Technology and Future Applications
LLMs: Cutting-Edge Technology and Future Applications
Introduce a number of methods for optimizing the output of large language models and reducing the probability of irrelevant or incorrect responses.