PremiLab
The Pattern REcognition and Machine Intelligence (PremiLab) was founded in July, 2016, and is
based at Xi’an Jiaotong Liverpool University, Suzhou, China.
PremiLab currently has 20+ researchers, and the main research interests of the Lab are pattern recognition, cognitive learning, machine learning, and
their applications in text, image, sound, and video. Research in PremiLab has been supported by many
grants from organisations such as the National Natural Science Foundation of China, Jiangsu Science and
Technology Programme-Key Research & Development Project , and industrial cooperation.
Recently Accepted Papers
Tianyi Liu, Xi Yang, Wei Wang, Anh Nguyen, Haochuan Jiang, Kaizhu Huang
Sequential Information Bottleneck Fusion: Towards Robust and Generalizable Multi-Modal Brain Tumor Segmentation
The 14th International Conference on Learning Representations(ICLR), 2026.
Yijie Hu, Zihao Zhou, Kaizhu Huang, Xiaowei Huang, Qiufeng Wang
Can MLLMs Absorb Math Reasoning Abilities from LLMs as Free Lunch?
The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeruIPS), 2025.
Chaolong Yang*, Kai Yao*, Yuyao Yan, Chenru Jiang, Weiguang Zhao, Jie Sun, Guangliang Cheng, Yifei Zhang, Bin Dong, Kaizhu Huang
Unlock Pose Diversity: Accurate and Efficient Implicit Keypoint-based Spatiotemporal Diffusion for Audio-driven Talking Portrait
International Journal of Computer Vision (IJCV), 2025.
GitHub Repo
PDF
Xiaoqiang Kang, Shengen Wu, Zimu Wang, Yilin Liu, Xiaobo Jin, Kaizhu Huang, Wei Wang, Yutao Yue, Xiaowei Huang, Qiufeng Wang
Can GRPO Boost Complex Multimodal Table Reasoning?
The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025.
PDF
Tianyi Liu, Zhaorui Tan, Muyin Chen, Xi Yang, Haochuan Jiang, Kaizhu Huang.
MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment
IEEE Journal of Biomedical and Health Informatics (JBHI), 2025.
PDF
Major News
Aug 2025: The 15th International Conference on Brain Inspired Cognitive Systems (BICS) will be held at XJTLU.
May 2025: Our RRoG-DM Workshop will be held at ICDM 2025.
Mar 2025: Our M3RD Workshop will be held at ICDAR 2025.
Research News
Jan 2026: 1 paper accepted to ICLR.
Sep 2025: 1 paper accepted to NeurIPS.
Aug 2025: 1 paper accepted to IJCV.
Aug 2025: 1 paper accepted to EMNLP 2025.
Aug 2025: 1 paper accepted to SIGGRAPH Asia 2025.
Jul 2025: 2 papers accepted to ACM MM 2025 (1 Main and 1 Demo).
Jun 2025: 1 paper accepted to ICCV 2025.
Apr 2025: 1 paper accepted to TNNLS.
Feb 2025: 3 papers accepted to CVPR 2025.
Jan 2025: 2 papers accepted to ICLR 2025.
Dec 2024: 4 papers accepted to AAAI 2025 (2 oral and 2 posters).
Sep 2024: 1 paper accepted to NeurIPS 2024 as Spotlight.
Sep 2024: 1 paper accepted to TPAMI.
