Publications

[CVPR 2026] Hi-Light: A Path to high-fidelity, high-resolution video relighting with a Novel Evaluation Paradigm.
Xiangrui Liu, Haoxiang Li, Yezhou Yang.

[Arxiv] Towards a Psychoanalytic Perspective on VLM Behaviour: A First-step Interpretation with Intriguing Observations. Xiangrui Liu, Man Luo, Agneet Chatterjee, Hua Wei, Chitta Baral, Yezhou Yang. arXiv:2507.03123
[IJCAI 2025] Deepshade: Enable shade simulation by text-conditioned image generation. Longchao Da*, Xiangrui Liu*, Mithun Shivakoti, Thirulogasankar Pranav Kutralingam, Yezhou Yang, Hua Wei.
[NeurIPS 2025] ShadeBench: A Benchmark Dataset and Method for Shade Simulation in Sustainable Society. Longchao Da*, Xiangrui Liu*, Mithun Shivakoti, Thirulogasankar Pranav Kutralingam, Yezhou Yang, Hua Wei.
[Arxiv] Foundation Model in Biomedicine. Xiangrui Liu, Yuanyuan Zhang, Yingzhou Lu, Changchang Yin, Xiaoling Hu, Xiaoou Liu, Lulu Chen, Sheng Wang, Alexander Rodriguez, Huaxiu Yao, Yezhou Yang, Ping Zhang, Jintai Chen, Tianfan Fu, Xiao Wang.

[AAAI 2024] Hear you say you: An efficient framework for marine mammal sounds’ classification. Xiangrui Liu, Xiaoou Liu, Shan Du, Julian Cheng.

[Neurocomputing 2022] Object recognition datasets and challenges: A review. Aria Salari, Abtin Djavadifar, Xiangrui Liu, Homayoun Najjaran.

[NeurIPS 2021] Improved object detection in thermal imaging through context enhancement and information fusion: A case study in autonomous driving. Junchi Bin, Ran Zhang, Shan Du, C. Zheng, Xiangrui Liu, Erik Blasch, Zheng Liu.