Publications

[EMNLP 2026] Where Hallucinations Live: A Cross-Architecture Circuit in VQ-Tokenized Vision-Language Models.
Shamanthak Hegde, Xiangrui Liu, Maitreya Patel, Yezhou Yang.
[KDD 2026] ShadeBench: A Benchmark Dataset for Building Shade Simulation in Sustainable Society.
Longchao Da, Mithun Shivakoti, Xiangrui Liu, T Pranav Kutralingam, Yezhou Yang, Hua Wei.
[CVPR 2026] Hi-Light: A Path to High-fidelity, High-resolution Video Relighting With A Refined Evaluation Paradigm.
Xiangrui Liu, Haoxiang Li, Yezhou Yang.
[CVPR 2026] Investigating VLM Hallucination from a Cognitive Psychology Perspective: A First Step Toward Interpretation with Intriguing Observations.
Xiangrui Liu, Man Luo, Agneet Chatterjee, Hua Wei, Chitta Baral, Yezhou Yang.

[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.
[IJCAI 2025] DeepShade: Enable Shade Simulation by Text-conditioned Image Generation.
Longchao Da*, Xiangrui Liu*, Mithun Shivakoti, Thirulogasankar Pranav Kutralingam, Yezhou Yang, Hua Wei.
[arXiv 2025] Foundation Model in Biomedicine.
Xiangrui Liu, Yuanyuan Zhang, Qianyu Shang, Yingzhou Lu, Changchang Yin, Xiaoling Hu, Xiaoou Liu, Lulu Chen, Alexander Rodríguez, Yezhou Yang, Ping Zhang, Jintai Chen, Shan Du, Huaxiu Yao, Sheng Wang, 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.

[AAAI 2023] A Highly Efficient Marine Mammals Classifier Based on a Cross-Covariance Attended Compact Feed-Forward Sequential Memory Network.
Xiangrui Liu, 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, Chengkai Zhang, Xiangrui Liu, Shan Du, Erik Blasch, Zheng Liu.
[NCAA 2021] Cross Languages One-Versus-All Speech Emotion Classifier.
Xiangrui Liu, Junchi Bin, Huakang Li.