| 2026 | ACL | MergeIT: From Selection to Merging for Efficient Instruction Tuning. | Hongyi Cai, Yuqian Fu, Hongming Fu, Bo Zhao |
| 2026 | SIGIR | When Vision Meets Texts in Listwise Reranking. | Hongyi Cai |
| 2025 | EMNLP | Low-Confidence Gold: Refining Low-Confidence Samples for Efficient Instruction Tuning. | Hongyi Cai, Jie Li, Mohammad Mahdinur Rahman, Wenzhen Dong |
| 2025 | ICANN | AgileIR: Memory-Efficient Group Shifted Windows Attention for Lightweight Image Restoration. | Hongyi Cai, Mohammad Mahdinur Rahman, Jingyu Wu, Wenzhen Dong, Jie Li |
| 2025 | ICDM | How Effective is In-Context Learning with Large Language Models for Rare Cell Identification in Single-Cell Expression Data? | Huaiyuan Yao, Zhenxiao Cao, Zhongman Wang, Xiewei Ni, Jinyan Dong, Hongyi Cai, Yuqiang Han, Xiao Luo |
| 2025 | ICECCS | A Vision for Access Control in LLM Agent Systems. | Dong Huang, Jie Li, Hongyi Cai, Xinfeng Li, Yijia Xu, Wenbin Tang, Jie Zhang, Yang Liu |
| 2025 | ICECCS | Agent Behavior: The Regulatory Object of the Agent-Centric Online Ecosystem in Digital Age. | Qiang Zhang, Pei Yan, Yijia Xu, Xinfeng Li, Hongyi Cai, Chuanpo Fu, Yong Fang, Yang Liu |
| 2025 | ICLR | To Trust or Not to Trust? Enhancing Large Language Models' Situated Faithfulness to External Contexts. | Yukun Huang, Sanxing Chen, Hongyi Cai, Bhuwan Dhingra |
| 2025 | IJCNN | CFPFormer: Cross Feature-Pyramid Transformer Decoder for Medical Image Segmentation. | Hongyi Cai, Mohammad Mahdinur Rahman, Wenzhen Dong, Jingyu Wu |
| 2024 | ICIP | Cross-Modal Alignment of Local and Global Features for Zero-Shot Chinese Character Recognition. | Hongyi Cai, Anna Zhu |
| 2020 | SMC | Improving High Dynamic Range Image Based Light Measurement. | Hankun Li, Hongyi Cai, Guanghui Wang |
| 2011 | HCI | A Camera-Aided Legibility Assessment Protocol of Displays for Enhanced Human-Computer Interaction. | Hongyi Cai |