I, Weiqiang Jin, received the Computer Science Master’s degree from Shanghai University, and I am currently an Artificial Intelligence-related PhD Candidate at Xi`an Jiaotong University, China.

Making eminent contributions to the scientific research community is my biggest dream, which is also deeply engraved on the mind of me. My personal representative works are displayed on Github and my brief intro are in the Link3 Electronic Postcard.

Serving as the Academic Editor for Plos One since 2024.

Research Interests

1. Natural Language Processing, including Knowledge Graph-related Question Answering, Aspect-term Based Sentiment Analysis, Information Retrieval, Fake News Detection and Checking, and Prompt Learning.
2. Reinforcement Learning, especially in researching the multi-agents information interaction mechanism based on large multi-modal model.
3. Drug-Drug Interaction Prediction (DDI).
4. Large Medical Language Models and Applications.

Education

Since September 2022: Ph.D. Candidate student in Information and Communication Engineering, Xi’an Jiaotong University. (Tutor: Guizhong Liu)

June 2019 - April 2022: Master of Computer Engineering and Technology, Shanghai University. (Tutor: Xiangfeng Luo)

September 2015 - June 2019: Bachelor’s degree in Computer Science and Technology, Anhui University of Technology.

Achievements

1. Academic Achievements: Published over 20 academic papers, including SCI index journals and EI index conferences, with citations exceeding 100 on Google Scholar;
2. Project Experiences: Participated in numerous national and provincial-level major projects in the field of natural sciences;
3. School Honors: Received multiple school scholarships during undergraduate, master’s, and doctoral studies, as well as a national scholarship during doctoral studies;
4. Competition Honors: Attained various competition honors, including the National Graduate Mathematical Modeling Second Prize, Internet Plus, Tengfei Cup, and so on;
5. Internship Experiences: Front-end Software Engineer in eBay for foreign trade Corporation, Shanghai, and Unity3D and Python Software Development Engineer in Shanghai Youhao Network Technology Co., Ltd;
6. Language Proficiencies: CET (Chinese College English Test) Level 4 and Level 6 and IELTS (International English Language Testing System) level 7.0;
7. Open-source Community Contributions: Actively contributing to the open-source community on platforms like GitHub and other Internet platforms, currently with over 300+ stars, wathcings and forks;
8. Review Contributions: Serving as a reviewer for multiple renowned international journals and conferences about Artificial Intelligence, reviewing dozens of articles;
9. Skills and Hobbies: Rich project experience, proficient in programming, passionate about scientific research, enthusiastic about fitness, interested in photography, and love traveling.

School Honors

• Undergraduate Academic Scholarship: First Prize twice, Second Prize twice;

• Graduate Academic Scholarship: First Prize once, Second Prize once;

• Outstanding Graduate Commendation Award in doctoral study;

• National Scholarship for PhD studies once.

Internship Experiences

• Front-end Software Engineer

  Front-end interface development, maintenance and optimization of IaSS infrastructure, and back-end Python application development, eBay for foreign trade Corporation, Shanghai, Jan 2021 - Jun 2021.

• Unity3D and Python Software Development Engineer

  Participate in frontend scene development for e-commerce platforms, as well as lead the backend application and user barrage management and monitoring, Shanghai Youhao Network Technology Co., Ltd, Shanghai, May 2022 - Sep 2022.

Open-source Community Contributions

My GitHub Homepage.

Review Contributions

I have served as a reviewer for multiple international journals and conferences, including:

• Journals: Information Fusion, Expert Systems With Applications, Knowledge-Based Systems, Information Processing & Management, Artificial Intelligence Review , Recent Advances in Electrical & Electronic Engineering , Plos One, IEEE Transactions on Knowledge and Data Engineering, Resources, Conservation & Recycling, Frontiers in Artificial Intelligence, Artificial Intelligence Review, Web Intelligence, Data Mining and Knowledge Discovery, ISA Transactions, International Journal of Intelligent Systems, Journal of Advanced Research in Applied Sciences and Engineering Technology, Natural Language Processing Journal, Qeios and so on.

• Conferences: CogSci 2024, MIDL 2024, and so on.

Chinese Invention Patents

• 一种基于多维度焦点问题生成的谣言检测数据增强方法及装置. (独立一作)
  A rumor detection data augmentation method and device based on multi-dimensional focus issue generation. (sole first author) (During qualification examination…)

• 一种借助谣言检测任务数据增强的少样本监督中文事实核查方法. (独立一作)
  A few-shot supervised Chinese fact-checking method aided by rumor detection task data augmentation. (sole first author) (During qualification examination…)

• 一种大语言模型驱动知识图谱多跳推理的军事问答方法与系统. (独立一作)
  A military question-answering method and system driven by large language model-enabled knowledge graph multi-hop reasoning. (sole first author) (During qualification examination…)

• 一种基于大语言模型的具身多智能体协同博弈决策方法. (独立一作)
  A multi-agent cooperative decision-making method based on large language model-driven embodied intelligent agents. (sole first author) (During qualification examination…)

• 一种大语言模型驱动的具身智能体零样本目标导航方法. (独立一作)
  A zero-shot target navigation method driven by large language model-enabled embodied intelligent agents. (sole first author) (During qualification examination…)

• 一种基于焦点注意网络增强的海陆空微小目标检测方法. (独立一作)
  A tiny target detection method based on enhanced attention networks for sea, land, and air. (sole first author) (During qualification examination…)

• 基于人类模糊直觉驱动的关键目标定位与分割方法与系统. (除一老师外一作)
  A method and system for key target localization and segmentation driven by human fuzzy intuition. (except a teacher from Northwestern Polytechnical University, sole first author) (During qualification examination…)

Works in Submission

• UniFake: Bridging Rumor Detection and Fact Verification through Cross-Task Linguistic Synergies for Fake News Identification. (ICASSP 2025 Under Review.)

• PMTL-DisCo: A Prompting MulTi-task Learning-based Veracity Dissemination Consistency Reasoning Augmentation for Few-Shot Fake News Detection (Neurocomputing Under Review.)

• Self-adaptive LLM instructions optimization for aspect-based sentiment analysis by incorporating emotion-oriented in-contexts. (Computational Intelligence Under Review.)

Works in Conducting

• A Comprehensive Survey on Multi-Agent Cooperative Decision-Making Scenarios, Approaches, Challenges and Perspectives. (Artificial Intelligence Review Preparing for.)

TBD

.

Some Secrets

The following are some of secrets. 🙊🙊🙊 (Need Secret Access)

Secret Access

Would you like to see more of my confidential information? Crack the password below to find out more.

click