Xiao, Canran

8 publications

ICLR 2026 CoMem: Compositional Concept-Graph Memory for Vision–Language Adaptation Heng Zhou, Jing Tang, Jusheng Zhang, Yanshu Li, Canran Xiao, Liwei Hou, Zong Ke, Jiawei Yao

ICLR 2026 Meta-UCF: Unified Task-Conditioned LoRA Generation for Continual Learning in Large Language Models ShiLin Xiao, Tianxiang Xu, Canran Xiao, Weihao Luo, Liwei Hou, Chuangxin Zhao

ICLR 2026 Path Matters: Unveiling Geometric Implicit Bias via Curvature-Aware Sparse View Optimization Canran Xiao, Liaoyuan Fan, Yanbin Li, Jing Tang, Peilai Yu

ICLR 2026 Pi-CCA: Prompt-Invariant CCA Certificates for Replay-Free Continual Multimodal Learning Jiayu Zhang, Chuangxin Zhao, Canran Xiao, Ruibo Duan, Wenyi Mo, Haoyu Gao, Wenshuo Wang

ICLR 2026 Reversible Primitive–Composition Alignment for Continual Vision–Language Learning Canran Xiao, Tianxiang Xu, Siyuanma, Yiyang Jiang, Haoyu Gao, Yuhan Wu

WACV 2025 DepthSSC: Monocular 3D Semantic Scene Completion via Depth-Spatial Alignment and Voxel Adaptation Jiawei Yao, Jusheng Zhang, Xiaochao Pan, Tong Wu, Canran Xiao

NeurIPS 2024 Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data Xiaohong Chen, Canran Xiao, Yongmei Liu

NeurIPS 2024 Swift Sampler: Efficient Learning of Sampler by 10 Parameters Jiawei Yao, Chuming Li, Canran Xiao