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))

2026

• [ICLR’26] CoLA: Co-Calibrated Logit Adjustment for Long-Tailed Semi-Supervised Learning; Qian Shao, Q Chen, J Chen, Z Li, Q Tang, H Xu$^\dagger$, J Wu$^\dagger$.

• [ICME’26 (Spotlight)] DREAM: Distribution-aware Re-sampling with Equiangular Alignment Mechanism for Long-Tailed Semi-Supervised Learning; Qian Shao$^*$, J Chen$^*$, Q Chen, Q Tang, J Chen, H Xu, J Kang$^\dagger$, J Wu$^\dagger$.

2025

• [EMNLP’25] Icon$^2$: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation; Q Chen$^*$, H Huang$^*$, Qian Shao, J Chen, J Chen, H Xu, R Hua, R Chuan$^\dagger$, J Wu$^\dagger$.

2024

• [IEEE MedAI’24] Joint Explicit and Implicit Cross-Modal Interaction Network for Anterior Chamber Inflammation Diagnosis; Qian Shao$^*$, Y Dai$^*$, H Ying$^\dagger$, K Xu, J Wang, W Chi$^\dagger$, J Wu.

• [KDD Workshop-AIDSH’24] Comprehensive Subset Selection for CT Volume Compression to Improve Pulmonary Disease Screening Efficiency; Qian Shao$^*$, K Zhang$^*$, B Du, Z Li, Y Wu, Q Chen, J Wu$^\dagger$, J Chen$^\dagger$.

• [MICCAI’24 (Oral)] TeleOR: Real-time Telemedicine System for Full-Scene Operating Room; Y Wu$^*$, K Hu$^*$, Qian Shao, J Chen$^\dagger$, D Chen, J Wu$^\dagger$.

• [NeurIPS’24] Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection; Qian Shao$^*$, J Kang$^*$, Q Chen$^*$, Z Li, H Xu, Y Cao, J Liang$^\dagger$, J Wu$^\dagger$.

2021

• [Mathematical Biosciences and Engineering, 2021] Deep learning and radiomics analysis for prediction of placenta invasion based on T2WI; Qian Shao$^*$, R Xuan$^*$, Y Wang$^\dagger$, J Xu, M Ouyang, C Yin, W 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; Y Wang, Qian Shao$^\dagger$, S Luo, R Fu.

Pre-Print

• [arXiv’26] Towards Clinical Practice in CT-Based Pulmonary Disease Screening: An Efficient and Reliable Framework; Qian Shao$^*$, B Du$^*$, Y Wu, Z Li, Q Chen, Q Tang, J Wu, J Chen$^\dagger$, H Xu$^\dagger$.

• [arXiv’25] CC-GSEO-Bench: A Content-Centric Benchmark for Measuring Source Influence in Generative Search Engines; Q Chen$^*$, J Chen$^*$, H Huang$^*$, Qian Shao, J Chen, R Hua, H Xu, R Wu, C Ren$^\dagger$, J Wu$^\dagger$.

• [arXiv’25] Curing Semantic Drift: A Dynamic Approach to Grounding Generation in LVLMs; J Chen, J He, Q Chen, Qian Shao, J Ying, H Xu, J Chen, J Zheng$^\dagger$, J Wu$^\dagger$.

🎖 Awards

• 2025.12, Academic Excellence First-Class Scholarship for Graduate Students, College of Computer Science $\&$ Technology, Zhejiang University

• 2019.12, 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.