Welcome to XLearning Lab
XLearning Lab is affiliated with the School of Artificial Intelligence, College of Computer Science, and the National Key Laboratory for Fundamental Algorithms and Models for Engineering Simulation at Sichuan University. Situated on the historic Wangjiang Campus, the lab was founded and is currently led by Prof. Xi Peng.
Recent Works
NeurIPS
scMAF: Single-Cell Multi-Omics Clustering via Adaptive Modality Fusion
Jun Fu, Yiding Lu, Ruohong Yang, Xi Peng, Yunfan Li
NeurIPS
Robust Multi-view Clustering against Imperfect Information
Zhichao Huang, Haochen Zhou, Hao Wang, Xi Peng, Mouxing Yang
NeurIPS
Learning Subspace-Preserving Sparse Attention Graphs from Heterogeneous Multiview Data
Jie Chen, Yuanbiao Gou, Chuanbin Liu, Zhu Wang, Xi Peng
NeurIPS
ARK: A Dual-Axis Multimodal Retrieval Benchmark along Reasoning and Knowledge
Yijie Lin, Guofeng Ding, Haochen Zhou, Haobin Li, Mouxing Yang, Xi Peng
View PaperNeurIPS
Attention Transfer Is Not Universally Effective for Vision Transformers
Huaiyuan Qin, Muli Yang, Gabriel James Goenawan, Peng Hu, Chen Gong, Xi Peng, Hongyuan Zhu
TPAMI
Interactive Personalized Clustering: Navigating Beyond Rigid Criteria and Sample Ambiguity
Honglin Liu, Joey Tianyi Zhou, Peng Hu, Yunfan Li, Xi Peng
View Paper