| 2026 | AAAI | Partially Shared Concept Bottleneck Models. | Delong Zhao, Qiang Huang, Di Yan, Yiqun Sun, Jun Yu |
| 2025 | ACL | Don't Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation. | Yingchaojie Feng, Yiqun Sun, Yandong Sun, Minfeng Zhu, Qiang Huang, Anthony Kum Hoe Tung, Wei Chen |
| 2025 | ACL | PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder. | Yiqun Sun, Qiang Huang, Anthony Kum Hoe Tung, Jun Yu |
| 2025 | EMNLP | Uncovering the Bigger Picture: Comprehensive Event Understanding Via Diverse News Retrieval. | Yixuan Tang, Yuanyuan Shi, Yiqun Sun, Anthony Kum Hoe Tung |
| 2025 | ICLR | A General Framework for Producing Interpretable Semantic Text Embeddings. | Yiqun Sun, Qiang Huang, Yixuan Tang, Anthony Kum Hoe Tung, Jun Yu |
| 2025 | MICCAI | Predicting Alzheimer's Disease Progression Using a Regression-Based Survival Model with Longitudinal Data. | Ling Dai, Yiqun Sun, Jincheng Gu, Qinsen Bao, Feihong Liu, Dinggang Shen |
| 2025 | MICCAI | MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts. | Runqi Meng, Sifan Song, Pengfei Jin, Lin Teng, Yulin Wang, Yiqun Sun, Ling Chen, Yujin Oh, Xiang Li, Quanzheng Li, Ning Guo, Dinggang Shen |
| 2024 | MICCAI | SurRecNet: A Multi-task Model with Integrating MRI and Diagnostic Descriptions for Rectal Cancer Survival Analysis. | Runqi Meng, Zonglin Liu, Yiqun Sun, Dengqiang Jia, Lin Teng, Qiong Ma, Tong Tong, Kaicong Sun, Dinggang Shen |
| 2023 | MICCAI | Developing Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound Images. | Meiyu Li, Kaicong Sun, Yuning Gu, Kai Zhang, Yiqun Sun, Zhenhui Li, Dinggang Shen |