About Me
Greetings! I am Weiqiang Jin (Albert Jin), Ph.D. candidate at Faculty of Electronic and Information Engineering of Xi'an Jiaotong University (since 2022-09). Research focus: LLM reasoning and tuning, natural language processing, multi-agent reinforcement learning, intelligent retrieval, and data-centric AI applications. At this stage, my core research emphasis is on medical foundation models, AIVC virtual cells, and TTS optimization for large-model MoE routing as well as LLM-TTS inference.
I was a visiting research assistant at NICE lab of The University of Hong Kong from February to September 2025 and then served as an Honorary Research Assistant at The Chinese University of Hong Kong from September 2025 to February 2026, under the supervision of Professor Irwin King. I'm currently a research intern at Huawei's Foundational LLM Department in Shenzhen, where I focus on practical LLM system development, model reasoning/tuning workflows, and industry-oriented deployment.
I plan to pursue a 2-3 year postdoctoral position at Imperial College London in the future. If You, Your university, or Your research institution are willing to support his application for Overseas Outstanding Young Scientist programs, please contact: weiqiangjin@stu.xjtu.edu.cn.
Education
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Xi'an Jiaotong UniversityAcademic Ph.D., Information and Communication Engineering. Intelligent Perception and Decision Control; Big Data and Foundation Models2022-09 - Present -
Shanghai UniversityM.S., Computer Engineering and Science2019-09 - 2021-03 -
Anhui University of TechnologyB.S., Computer Science and Technology2015-09 - 2019-06
Experience
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Huawei, Foundational LLM DepartmentResearch Intern, Foundational LLM Team2026-03 - 2026-09 (Until Now) -
The Chinese University of Hong Kong, CSEHonorary Research Assistant (MISC Lab, advised by IEEE Fellow Irwin King)2025-09 - 2026-02 -
The University of Hong Kong, Department of EEEVisiting Scholar and Research Assistant (NICE Lab by Prof Hongyang Du)2025-02 - 2025-09 -
Xi'an Jiaotong UniversityAssistant Counselor, School of Information and Communication Engineering2024-02 - 2025-02
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Xi'an Jiaotong UniversityAssistant Manager, National Academy of Distinguished Engineers2024-02 - 2024-09
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eBay Shanghai Branch (IaSS Team)Full-stack Software Development Engineer Intern2021-01 - 2021-06 -
Shanghai Youhao Network Technology Co., LtdUnity3D and Python Software Development Engineer2022-05 - 2022-08
Honors & Awards
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XJTU Academic Star (2025, top 10 among all graduate students)2025
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National Scholarship for Ph.D. Students (2024, 2025)2024-2025
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Huawei Scholarship (Ph.D.)2025
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Best Paper Award, Information Processing & Management (1/302)2023
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Best Paper Award, ACAIT 2024 (1/488)2024
Profile Highlights
- Supervisors at Xi'an Jiaotong University: Prof. Biao Zhao (faculty profile); Prof. Guizhong Liu (faculty page).
- Google Scholar: Citations 767 h-index 14 h10-index 17
- Serving as Academic Editor for PLOS ONE (24-04 to 25-10).
- CV: English Resume / 中文简历 (CN)
News
[26-03] Excited to join Huawei Foundational LLM Department (Shenzhen) as a Research Intern and continue building practical LLM systems. Let us go! 💪✊👏
Mar 10
[25-12] Truly thankful to be selected as XJTU Academic Star (2025)! 🏆🏆🏆 I will keep working hard with my excellent collaborators!
Nov 20
[25-10] I was selected as an Outstanding Doctoral Graduate Benchmark Nominee (one of 39 candidates) at Xi'an Jiaotong University.
Oct 20
[25-10] I am honored to receive the Huawei Scholarship (Ph.D., 2025). Grateful for the trust and support! 👑👑👑
Oct 15
[25-10] I am deeply honored to receive the National Scholarship for Ph.D. Students (2025). Thank you to my research collaborators, especially Prof. Zhao and Prof. Yang!
Nov 05
[25-09] Grateful to be recognized as an Outstanding Model Nominee at XJTU. Thank you for the support from mentors and peers. 🏆🏆🏆
Sep 26
[25-09] I officially started as an Honorary Research Assistant at CUHK CSE and resumed focused work under Prof. Irwin King. (^_^)v
Sep 12
[25-08] Submission milestone: "EVA-MARL: Evolutionary Variational Autoencoder-enhanced Metaformer Actor With Dual-Expert Policy Coordination for Efficient Offline-to-Online MARL" is now under review at IEEE TNNLS. 🙌🙌🙌
Aug 10
[25-07] Proud update: "Complex-Valued Source-Free Domain Adaptation for PolSAR Image Classification" was accepted by IEEE Transactions on Geoscience and Remote Sensing. 🎉🎉🎉
Jul 01
[25-06] Another revision round completed for our LLM-based veracity detection paper series. Keep pushing! 🌟🌟🌟
Jun 21
[25-06] Nice progress this month: "Self-adaptive LLM Instructions Optimization for Aspect-based Sentiment Analysis by Incorporating Emotion-oriented In-contexts" was accepted by Computational Intelligence. 💪💪💪
Jun 01
[25-05] Our team's newest work: "Self‐Adaptive LLM Instructions Optimization for Aspect‐Based Sentiment Analysis by Incorporating Emotion‐Oriented In‐Contexts" was accepted by Computational Intelligence! 🔥🔥🔥
May 12
[25-05] Cheers to the team: "RectMamba: Mamba with Entropy-Divergence Framework for Noisy Label Rectification" was accepted by Neurocomputing! 🏆🏆🏆
May 01
[25-04] Nice milestone: our DisCo-FEND work on few-shot fake news detection moved forward with positive conference feedback! 🎉🎉🎉
Apr 28
[25-04] I am honored to receive the Huang Xichun Doctoral Scholarship at School of Information and Communication Engineering, XJTU. 🎀🎀🎀
Oct 24
[25-04] It is a privilege to serve as Academic Editor for PLOS ONE and contribute to community peer review quality! 🎊🎊🎊
Apr 22
[25-04] Very glad to see "A Review of AI-Driven Automation Technologies: Latest Taxonomies, Existing Challenges, and Future Prospects" accepted by CMC: Computers, Materials and Continua. 🎉🎉🎉
Apr 15
[25-04] Excited that our MARL work "Representation-driven Sampling and Adaptive Policy Resetting for Improving Multi-Agent Reinforcement Learning" was accepted by Neural Networks! 🥳🥳🥳
Apr 01
[25-03] Happy to see continuing community interest in our few-shot PolSAR classification survey and related follow-up work. ✨✨✨
Mar 26
[25-03] Our MARL preprint "Curriculum Learning with Counterfactual Group Relative Policy Advantage For Multi-Agent Reinforcement Learning" is now online.
Mar 18
[25-03] Another good update: "Veracity-Oriented Context-Aware Large Language Models-based Prompting Optimization for Fake News Detection" was accepted by International Journal of Intelligent Systems!
Mar 10
[25-03] We are happy that "Courtroom-FND: A Multi-Role Fake News Detection Method Based on Argument Switching-based Courtroom Debate" was accepted by Journal of King Saud University Computer and Information Sciences! ✨✨✨
Mar 01
[25-02] Glad to share that I was shortlisted in the doctoral national scholarship excellence list at our school. \(^_^)/
Feb 25
[25-02] I officially started my visiting Ph.D. exchange at HKU, working with Hongyang Du at NICE Lab. Go! Go! Go! 💪💪💪
Feb 06
[25-02] Great start to the year: "A Prompting MulTi-task Learning-based Veracity Dissemination Consistency Reasoning Augmentation for Few-Shot Fake News Detection" landed in Engineering Applications of Artificial Intelligence. 🎉🎉🎉
Feb 05
[25-01] Delighted to share that our paper "Hierarchical Multi-Relational Graph Representation Learning for Large-Scale Prediction of Drug-Drug Interactions" was accepted by IEEE Transactions on Big Data! 🎉🎉🎉
Jan 10
[24-11] Proud to receive the Sunlord Scholarship from the Faculty of Electronic and Information Engineering, Xi'an Jiaotong University!
Nov 28
[24-10] I am deeply honored to receive the National Scholarship for Ph.D. Students (2024). Thank you to my research collaborators, especially Prof. Zhao and Prof. Yang!
Nov 05
[24-07] Delighted to celebrate our ACAIT Best Paper recognition with collaborators and students.
Jul 18
[23-10] Congratulations! 🏆🏆🏆 Our paper "Jin, Weiqiang; Zhao, Biao; Zhang, Liwen; Liu, Chenxing; Yu, Hang (2023). Back to common sense: Oxford dictionary descriptive knowledge augmentation for aspect-based sentiment analysis. Information Processing & Management, 60(3), 103260." won the Best Paper award. DOI | Award News
Oct 16
[20-12] Honored to receive the 2nd Prize in the 17th Huawei Cup Postgraduate Mathematical Contest in Modeling. 🎉🎉🎉
Dec 15
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