🌟 About Me

My name is Jue Hou (侯爵). Literally, 侯爵 denotes a noble title from ancient China, roughly the English equivalent of “marquis”.

I graduated from Southwestern University of Finance and Economics with a bachelor’s degree in 2025.

I am currently a master student at Xiamen University , advised by Prof. Jinsong Su (苏劲松).

📢 News

• 2025.09: I have been recommended for admission to Xiamen University to pursue a master’s degree.
• 2025.08: We won the Rookie Award of the AFAC2025 Challenge Group in Shanghai with the 8th place.
• 2025.06: 🎉 Our paper about multimodal reranker is preprinted on arXiv.
• 2025.02: I join DPTechnology as a LLM Research Intern in Beijing.

📚 Publications

* Equal contribution, † Corresponding author

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†

• 

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†

• 

• 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†.

🏆 Competitions

• 2025.08, AFAC2025 Challenge Group — Compression of Long Chain-of-Thought in the Financial Field, 🏅Rookie Award (8/1056, ￥5,000).
• 2024.11, The 2nd World AI4S Prize: Social Sciences Track — Market Game and Price Prediction, 🏅Honorable Mention (8/2551, ￥2,500).
• 2023.12, 2023 Global Intelligent Vehicle AI Challenge — Intelligent Driving Vehicle Virtual Simulation Video Data Understanding, 🏅Merit Award (7/1843, ￥5,000).
• 2023.12, The CFFF Prize: Material Sciences Track — The Prediction of the Synthesis Conditions of Metal-Organic Framework (MOF) Materials, 🏅Honorable Mention (10/2117, ￥2,500).
• 2023.11, Contemporary Undergraduate Mathematical Contest in Modeling, 🥈Second Prize in the Undergraduate Group.
• 2023.10, The 2023 ICPC Asia Xi’an Regional Contest, 🥉Bronze Medal.

🎓 Educations

• 2025.09 - present, Master, Xiamen University , Xiamen.
• 2021.09 - 2025.06, Bachelor, Southwestern University of Finance and Economics , Chengdu.
• 2018.09 - 2021.06, Hunan Zixing Municipal High School, Chenzhou.

💼 Experiences

• 2025.02 - present, LLM Research Intern, DPTechnology , Beijing.