I am Qian Shao (邵谦), a Ph.D. student in the College of Computer Science and Technology, Zhejiang University. I am interested in machine learning and its applications in healthcare.

Also I work really closely with Qiyuan Chen, Zepeng Li and Jiahe Chen.

📝 Publications

(*: Equal contribution; $\dagger$: Corresponding author(s))

2025

• [arXiv’25] Beyond Keywords: Driving Generative Search Engine Optimization with Content-Centric Agents; Qiyuan Chen$^*$, Jiahe Chen$^*$, Hongsen Huang$^*$, Qian Shao, Jintai Chen, Renjie Hua, Hongxia Xu, Ruijia Wu, Chuan Ren$^\dagger$, Jian Wu$^\dagger$.

• [arXiv’25] Generation of Drug-Induced Cardiac Reactions towards Virtual Clinical Trials; Qian Shao$^*$, Bang Du$^*$, Zepeng Li, Qiyuan Chen, Hongxia Xu, Jimeng Sun, Jian Wu$^\dagger$, Jintai Chen$^\dagger$.

• [arXiv’25] Mitigating Hallucination of Large Vision-Language Models via Dynamic Logits Calibration; Jiahe Chen, Jiaying He, Qian Shao, Qiyuan Chen, Jiahe Ying, Hongxia Xu, Jintai Chen, Jianwei Zheng$^\dagger$, Jian Wu$^\dagger$.

• [EMNLP’25] Icon$^2$: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation; Qiyuan Chen$^*$, Hongsen Huang$^*$, Qian Shao, Jiahe Chen, Jintai Chen, Hongxia Xu, Renjie Hua, Ren Chuan, Jian Wu$^\dagger$.

2024

• [arXiv’24] Towards Clinical Practice in CT-Based Pulmonary Disease Screening: An Efficient and Reliable Framework; Qian Shao$^*$, Bang Du$^*$, Kai Zhang, Yixuan Wu, Zepeng Li, Qiyuan Chen, Qianqian Tang, Jian Wu, Jintai Chen$^\dagger$, Hongxia Xu$^\dagger$.

• [IEEE MedAI’24] Joint Explicit and Implicit Cross-Modal Interaction Network for Anterior Chamber Inflammation Diagnosis; Qian Shao$^*$, Ye Dai$^*$, Haochao Ying$^\dagger$, Kan Xu, Jinhong Wang, Wei Chi$^\dagger$, Jian Wu.

• [KDD Workshop-AIDSH’24] Comprehensive Subset Selection for CT Volume Compression to Improve Pulmonary Disease Screening Efficiency; Qian Shao$^*$, Kai Zhang$^*$, Bang Du, Zepeng Li, Yixuan Wu, Qiyuan Chen, Jian Wu$^\dagger$, Jintai Chen$^\dagger$.

• [MICCAI’24 (Oral)] TeleOR: Real-time Telemedicine System for Full-Scene Operating Room; Yixuan Wu$^*$, Kaiyuan Hu$^*$, Qian Shao, Jintai Chen$^\dagger$, Danny Z. Chen, Jian Wu$^\dagger$.

• [NeurIPS’24] Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection; Qian Shao$^*$, Jiangrui Kang$^*$, Qiyuan Chen$^*$, Zepeng Li, Hongxia Xu, Yiwen Cao, Jiajuan Liang$^\dagger$, Jian Wu$^\dagger$.

2021

• [Mathematical Biosciences and Engineering, 2021] Deep learning and radiomics analysis for prediction of placenta invasion based on T2WI; Qian Shao$^*$, Rongrong Xuan$^*$, Yutao Wang$^\dagger$, Jian Xu, Menglin Ouyang, Caoqian Yin, Wei Jin$^\dagger$.

• [Mathematical Biosciences and Engineering, 2021] Development of a nomograph integrating radiomics and deep features based on MRI to predict the prognosis of high grade Gliomas; Yutao Wang, Qian Shao$^\dagger$, Shuying Luo, Randi Fu.

🎖 Awards

• 2019.12, Awarded Sencond Prize in “HUAWEI Cup” The 16th China Post-Graduate Mathematical Contest in Modeling (Top 15%)

📖 Educations

• 2022.09 - 2026.03 (expected), Ph.D. in Computer Science and Technology, College of Computer Science and Technology, Zhejiang University.

• 2019.09 - 2022.06, M.Eng. in Computer Technology, Faculty of Electrical Engineering and Computer Science, Ningbo University.

• 2014.09 - 2018.06, B.Eng. in Computer Science and Technology, Faculty of Electrical Engineering and Computer Science, Ningbo University.

💬 Talks

None yet.