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
TPAMI
Interactive Personalized Clustering: Navigating Beyond Rigid Criteria and Sample Ambiguity
Honglin Liu, Joey Tianyi Zhou, Peng Hu, Yunfan Li, Xi Peng
View PaperTPAMI
Toward Robust and Harmonious Adaptation for Cross-modal Retrieval
Haobin Li, Zhuqi Liu, Mouxing Yang, Xi Peng
View PaperACM MM (Oral)
Robust Multiview Learning Under Noisy Correspondence
Shuxian Li, Changhao He, Xi Peng, Peng Hu
IJCV
FaverNet: All-in-one Video Restoration via Frequency-Discriminative Conditioning
Haiyu Zhao, Boyun Li, Xinyan Xiao, Wangmeng Zuo, Yuanbiao Gou, Xi Peng
View PaperICML
Multiview Self-Representation Learning across Heterogeneous Views
Jie Chen, Zhu Wang, Chuanbin Liu, Xi Peng
ICML (Oral, acc rate=0.7%)
DOUBT: Decoupled Object-level Understanding and Bridging via vMF-based Trustworthiness for Hallucination Detection in MLLMs
Kaiqi Chen, Yang Qin, Changhao He, Xi Peng, Peng Hu
View Paper