About Me

I am Jue Hou (侯爵), a master’s student in Artificial Intelligence at Xiamen University XMU, advised by Prof. Jinsong Su (苏劲松).

I received my bachelor’s degree in Artificial Intelligence from Southwestern University of Finance and Economics SWUFE in 2025, where I was enrolled in the Intelligent Finance Guanghua Experimental Class (智能金融光华实验班).

I am open to research collaborations and AI competition teams. Feel free to reach out.

News

2026.05 Started my internship at Unisound Unisound in Xiamen, working on Code Agent optimization.
2025.11 Won Second Place in the iFLYTEK AI Developer Competition — Domain Term Translation Challenge.
2025.09 Started my master's program in Artificial Intelligence at Xiamen University Xiamen University.
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2025.08 Received the Rookie Award in AFAC2025 — Financial Long Chain-of-Thought Compression.
2025.06 Graduated from Southwestern University of Finance and Economics SWUFE with a B.E. in Artificial Intelligence.
2025.04 Won the Bronze Medal in the AI Mathematical Olympiad - Progress Prize 2.
2025.02 Started my internship as an LLM Algorithm Intern at DP Technology DP Technology.
2024.11 Received Honorable Mention in the 2nd World AI4S Prize (Social Sciences Track — Market Game and Price Prediction).
2023.12 Received Honorable Mention in the CFFF Prize (Material Sciences Track — MOF Synthesis Conditions Prediction).
2023.12 Received the Merit Award in the 2023 Global Intelligent Vehicle AI Challenge.
2023.11 Won Second Prize in the Undergraduate Category in the 2023 Contemporary Undergraduate Mathematical Contest in Modeling.
2023.10 Won the Bronze Medal in the 2023 ICPC Asia Xi'an Regional Contest.
2023.06 Won the Gold Medal in the 2023 ICPC China Sichuan Provincial Programming Contest.
2023.05 Won Individual Third Prize in the National Finals in the 2023 Group Programming Ladder Tournament.
2023.05 Received Honorable Mention in the 2023 Mathematical Contest in Modeling.

Publications

* Equal contribution, † Corresponding author

Reasoning-Enhanced Large Language Models for Molecular Property Prediction

arXiv 2510 Reasoning-Enhanced Large Language Models for Molecular Property Prediction

Jiaxi Zhuang*, Yaorui Shi*, Jue Hou*, Yunong He, Mingwei Ye, Mingjun Xu, Yuming Su, Linfeng Zhang, Ying Qian, Linfeng Zhang, Guolin Ke, Hengxing Cai†

Reasoning-Enhanced Large Language Models for Molecular Property Prediction
arXiv GitHub
MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document Retrieval

arXiv 2506 MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document Retrieval

Mingjun Xu*, Jinhan Dong*, Jue Hou*, Zehui Wang, Sihang Li, Zhifeng Gao, Renxin Zhong, Hengxing Cai†

MM-R5: MultiModal Reasoning-Enhanced ReRanker via Reinforcement Learning for Document Retrieval
arXiv GitHub Hugging Face
Doc2SAR: A Synergistic Framework for High-Fidelity Extraction of Structure-Activity Relationships from Scientific Documents

arXiv 2506 Doc2SAR: A Synergistic Framework for High-Fidelity Extraction of Structure-Activity Relationships from Scientific Documents

Jiaxi Zhuang*, Kangning Li*, Jue Hou, Mingjun Xu, Zhifeng Gao, Hengxing Cai†

Doc2SAR: A Synergistic Framework for High-Fidelity Extraction of Structure-Activity Relationships from Scientific Documents
arXiv GitHub
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AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions

arXiv 2601 AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions

Hengxing Cai*, Yijie Rao*, Ligang Huang, Zanyang Zhong, Jinhan Dong, Jingjun Tan, Changhao Nai, Jue Hou, Wenhao Lu, Renxin Zhong†

AirNav: A Large-Scale UAV Vision-and-Language Navigation Dataset with Natural and Diverse Instructions
arXiv GitHub Hugging Face

Competitions

2025 iFLYTEK AI Developer Competition — Domain Term Translation Challenge
🥈 Second Place 📈 2/120 (Top 1.7%) 💰 3,000 CNY 📅 2025.11
AFAC2025 Challenge Group — Compression of Long Chain-of-Thought in the Financial Field
🏅 Rookie Award 📈 8/1056 (Top 0.76%) 💰 5,000 CNY 📅 2025.08
The 2nd World AI4S Prize: Social Sciences Track — Market Game and Price Prediction
🏅 Honorable Mention 📈 8/2551 (Top 0.31%) 💰 2,500 CNY 📅 2024.11
2023 Global Intelligent Vehicle AI Challenge — Intelligent Driving Vehicle Virtual Simulation Video Data Understanding
🏅 Merit Award 📈 7/1843 (Top 0.38%) 💰 5,000 CNY 📅 2023.12
The CFFF Prize: Material Sciences Track — The Prediction of the Synthesis Conditions of Metal-Organic Framework (MOF) Materials
🏅 Honorable Mention 📈 10/2117 (Top 0.47%) 💰 2,500 CNY 📅 2023.12
2023 ICPC Asia Xi'an Regional Contest
🥉 Bronze Medal 📅 2023.10
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AI Mathematical Olympiad - Progress Prize 2
🥉 Bronze Medal 📈 182/2212 (Top 8.23%) 📅 2025.04
2023 Contemporary Undergraduate Mathematical Contest in Modeling
🥈 Second Prize in the Undergraduate Category 📅 2023.11
2023 ICPC China Sichuan Provincial Programming Contest
🥇 Gold Medal 📅 2023.06
2023 Group Programming Ladder Tournament
🥉 Individual Third Prize in the National Finals 📅 2023.05
2023 Mathematical Contest in Modeling
🏅 Honorable Mention 📅 2023.05

Educations

Xiamen University

Master of Electronic Information, Artificial Intelligence

Xiamen · 2025.09 - present

Southwestern University of Finance and Economics

Bachelor of Engineering, Artificial Intelligence, Intelligent Finance Guanghua Experimental Class

Chengdu · 2021.09 - 2025.06

Hunan Zixing Municipal High School

High School Diploma

Chenzhou · 2018.09 - 2021.06

Experiences

Unisound

Model Optimization Intern (Code Agent)

Xiamen · 2026.05 - present

DP Technology

LLM Algorithm Intern

Beijing → Remote · 2025.02 - 2026.05