Enhanced Efficient YOLOv3-tiny for Object Detection. - Huanqia Cai; Lele Xu; Lili Guo (CSAI, 2021)

TransMatting: Enhancing Transparent Objects Matting with Transformers. - Huanqia Cai; Fanglei Xue; Lele Xu; Lili Guo (ECCV (29), 2022)

TransMatting: Tri-token Equipped Transformer Model for Image Matting. - Huanqia Cai; Fanglei Xue; Lele Xu; Lili Guo (CoRR, 2023)

Embedding Self-Correction as an Inherent Ability in Large Language Models for Enhanced Mathematical Reasoning. - Kuofeng Gao; Huanqia Cai; Qingyao Shuai; Dihong Gong; Zhifeng Li 001 (CoRR, 2024)

System-2 Mathematical Reasoning via Enriched Instruction Tuning. - Huanqia Cai; Yijun Yang; Zhifeng Li (Trans. Mach. Learn. Res., 2025)

MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models. - Huanqia Cai; Yijun Yang; Winston Hu (CoRR, 2025)