Welcome to Zhx’s Homepage!
🍀Motto
To the next, to the top.
“Don’t ever say it’s over if I’m breathing
Racing to the moonlight and I’m speeding
I’m headed to the stars, ready to go far
I’m star walkin’”
🖊Short Bio
I am Zhixu Duan (段之续), an undergraduate at SMEE of UESTC, major in mechanical engineering. Now as Research Assistant in Center for System Reliability and Safety, China (ReliaLab), advised by Zuoyi Chen and Hong-Zhong Huang.
Just a beginner in many areas. Feel free to ask me about anything you want to know. Research interests focus on AI4Reliability including but are not limited to zero-shot/few-shot learning, transfer learning, and llm.
See my github! zxuuuustupid
🎓Education & Background
● 2023.12–Present, RA at ReliaLab,UESTC
● 2023.9–2027.9, B.S. at SMEE of UESTC.
● 2020.9–2023.9, In No.1 Middle School of Huairen, Shanxi Province.
🏆Achievements
● National Scholarship in 2024 Top 1.8%
● Ranked 1/83 in my major🥇 Top 1
● Papers📃
🔥First author of a peer-reviewed conference paper and delivered an oral presentation at IEEE PHM 2024
Parallel Relation Network for Intelligent Fault Detection and Localization of Train Transmission Systems with Zero-fault Sample
🔥First author of an article of the SCI Q1 journal EAAI
Pseudo-fault data enhanced relation network for fault detection and localization in train transmission systems
🔥First author of a submitted manuscript to the SCI Q1 journal MSSP
Decoupling Intrinsic Fault Features from Domain Variations via Domain-Attribute Fusion for unseen-Domain fault Diagnosis
🔥Second author (first author of adviser) of a submitted manuscript to the SCI Q1 journal IEEE TII
Unified Health Domain Relation Learning for Train Transmission Systems Fault Detection under Complex Operating Conditions
🔥Second author (first author of adviser) of a submitted manuscript to the SCI Q1 journal IEEE TII
Open-Set Fault Diagnosis Using CLIP with Forward-Reverse Reasoning
● Second author of an invention patent (first author of adviser), accepted for filing.
● Principal leader of a National Innovation and Entrepreneurship Program (College Student Project)
Leadership
● Reliability Hub Steward and founding core member of UESTC Neuroscience Society.
1.Invited Professor Dezhong Yao (Founding Dean of UESTC’s School of Life Science and Technology) and brain scientist Professor Pedro Antonio Valdes Sosa as advisors
2.To promote the society’s outreach and research activities in fields such as bioinformatics, bioimaging, bioelectronics, and AI for Life Science.
● Student Mentor for SMEE 2025 Freshmen
Mentored freshmen under the guidance of Counselor Keyu Chen (⭐The most cheerful and kind-hearted person in the world⭐)
Academic Positions
● 😏A key reader of Nature and a potential contributor to Science.
● 😎Attending major international conferences, and leading the field in tea break self-service acquisition and multimodal collection.
☕Life Notes
Sept 2025— I made a grave mistake that caused others great suffering. After going through these turbulent times, I will forever cherish the unconditional trust and support that Yu has shown me.