Selected Publications
Conference & Journal Papers
2026
- Jin Cui, Chuanchang Su, Jiayi Lu, et al. HAFI-VLM: A Frequency Perspective for Diagnosing and Enhancing Visual Perception in Vision-Language Models.
https://doi.org/10.48550/arXiv.2608.02124, 2026.
- Jin Cui, Yanbin Hu, Xinyue Long, et al. Look Where It Matters: Adaptive Visual Refinement for Vision-Language-Action Models.
https://doi.org/10.48550/arXiv.2608.02197, 2026.
- Yanbin Hu, Jin Cui, Jun Ye, et al. Distill What RGB Can Recover: Privileged 3D Evidence for RGB-Only Vision-Language Models.
https://doi.org/10.48550/arXiv.2608.00110, 2026.
- Hetian Liu, Jin Cui, Mengcheng Shi, et al. GLOBE: Trajectory-Aligned Gradient Matching with Structured SparseOptimization for Coreset Selection.
https://doi.org/10.48550/arXiv.2608.02690, 2026.
- Yanbin Hu, Jin Cui, Jiayi Lu, et al. ECHO: Continuous Hierarchical Memory for Vision-Language-Action Models.
https://doi.org/10.48550/arXiv.2605.10993, 2026.
- Boran Zhao, Hetian Liu, Zhenxian Hu, et al. CAST: Collapse-Aware multi-Scale Topology Fusion for Multimodal Coreset Selection.
https://doi.org/10.48550/arXiv.2605.11705, 2026.
- Jin Cui, Xinyue Long, Xunyong Zhang, et al. Retrieve, Integrate, and Synthesize: Spatial-Semantic Grounded Latent Visual Reasoning.
https://doi.org/10.48550/arXiv.2605.07106, 2026.
- Jin Cui, Jiaqi Guo, Jiepeng Zhou, et al. "The Whole Is Greater Than the Sum of Its Parts": A Compatibility-Aware Multi-Teacher CoT Distillation Framework.
35th International Joint Conference on Artificial Intelligence (IJCAI), 2026.
- Jin Cui, Jiaqi Guo, Jiepeng Zhou, et al. MIND: From Passive Mimicry to Active Reasoning through Capability-Aware Multi-Perspective CoT Distillation.
The 64th Annual Meeting of the Association for Computational Linguistics (ACL)., 2026.
- Jin Cui, Boran Zhao, Jiajun Xu, Jiaqi Guo, et al. FAST: Topology-Aware Frequency-Domain Distribution Matching for Coreset Selection.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2026.
2025
2024
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