Canran Xiao

According to our database, Canran Xiao authored at least 18 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

How to Achieve Prototypical Birth and Death for OOD Detection?

Ningkang Peng, Qianfeng Yu, Xiaoqian Peng, Linjing Qian, Yafei Liu, Canran Xiao, Xinyu Lu, Tingyu Lu, Zhichao Zheng, Yanhui Gu

CoRR, March, 2026

Curiosity-driven cooperation for long-tailed multi-label learning.

Canran Xiao, Chuangxin Zhao, Zong Ke, Fei Shen, Li Shen

Neural Networks, 2026

Prototype-Aligned Federated Soft-Prompts for Continual Web Personalization.

Canran Xiao, Liwei Hou

Proceedings of the ACM Web Conference 2026, 2026

Beyond More Context: Retrieval Diversity Boosts Multi-Turn Intent Understanding.

Zhiming Lin, Canran Xiao, Kai Zhao

Proceedings of the ACM Web Conference 2026, 2026

Seeing through the Conflict: Transparent Knowledge Conflict Handling in Retrieval-Augmented Generation.

Hua Ye, Siyuan Chen, Ziqi Zhong, Canran Xiao, Haoliang Zhang, Yuhan Wu, Fei Shen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

From Points to Coalitions: Hierarchical Contrastive Shapley Values for Prioritizing Data Samples.

Canran Xiao, Jiabao Dou, Zhiming Lin, Zong Ke, Liwei Hou

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

CEC-Zero: Zero-Supervision Character Error Correction with Self-Generated Rewards.

Zhiming Lin, Kai Zhao, Sophie Zhang, Peilai Yu, Canran Xiao

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Affordance-First Decomposition for Continual Learning in Video-Language Understanding.

Mengzhu Xu, Hanzhi Liu, Ningkang Peng, Qianyu Chen, Canran Xiao

CoRR, December, 2025

GVD-TG: Topological Graph based on Fast Hierarchical GVD Sampling for Robot Exploration.

Yanbin Li, Canran Xiao, Shenghai Yuan, Peilai Yu, Ziruo Li, Zhiguo Zhang, Wenzheng Chi, Wei Zhang

CoRR, November, 2025

Where Culture Fades: Revealing the Cultural Gap in Text-to-Image Generation.

Chuancheng Shi, Shangze Li, Shiming Guo, Simiao Xie, Wenhua Wu, Jingtong Dou, Chao Wu, Canran Xiao, Cong Wang, Zifeng Cheng, Fei Shen, Tat-Seng Chua

CoRR, November, 2025

Curiosity Meets Cooperation: A Game-Theoretic Approach to Long-Tail Multi-Label Learning.

Canran Xiao, Chuangxin Zhao, Zong Ke, Fei Shen

CoRR, October, 2025

ReviBranch: Deep Reinforcement Learning for Branch-and-Bound with Revived Trajectories.

Dou Jiabao, Nie Jiayi, Yihang Cheng, Jinwei Liu, Yingrui Ji, Canran Xiao, Feixiang Du, Jiaping Xiao

CoRR, August, 2025

DOA: A Degeneracy Optimization Agent with Adaptive Pose Compensation Capability based on Deep Reinforcement Learning.

Yanbin Li, Canran Xiao, Hongyang He, Shenghai Yuan, Zong Ke, Jiajie Yu, Zixiong Qin, Zhiguo Zhang, Wenzheng Chi, Wei Zhang

CoRR, July, 2025

DepthSSC: Monocular 3D Semantic Scene Completion via Depth-Spatial Alignment and Voxel Adaptation.

Jiawei Yao, Jusheng Zhang, Xiaochao Pan, Tong Wu, Canran Xiao

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Diffusion-Based Self-Supervised Imitation Learning from Imperfect Visual Servoing Demonstrations for Robotic Glass Installation.

Canran Xiao, Liwei Hou, Ling Fu, Wenrui Chen

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

2024

Swift Sampler: Efficient Learning of Sampler by 10 Parameters.

Jiawei Yao, Chuming Li, Canran Xiao

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Confusion-Resistant Federated Learning via Diffusion-Based Data Harmonization on Non-IID Data.

Xiaohong Chen, Canran Xiao, Yongmei Liu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

HarmonicNeRF: Geometry-Informed Synthetic View Augmentation for 3D Scene Reconstruction in Driving Scenarios.

Xiaochao Pan, Jiawei Yao, Hongrui Kou, Tong Wu, Canran Xiao

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024