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Chenrui Ma, Xi Xiao, Lin Zhao, Tianyang Wang, Ferdinando Fioretto, Yanning Shen
Drift Flow Matching
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Chenrui Ma
Transition Flow Matching
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Chenrui Ma, Xi Xiao, Tianyang Wang, Xiao Wang, Yanning Shen
CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement
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Chenrui Ma, Xi Xiao, Tianyang Wang, Xiao Wang, Yanning Shen
Learning Straight Flows: Variational Flow Matching for Efficient Generation
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Xi Xiao*, Chenrui Ma*, Yunbei Zhang*, Chen Liu, Zhuxuanzi Wang, Yanshu Li, Lin Zhao, Guosheng Hu, Tianyang Wang, Hao Xu
Not All Directions Matter: Toward Structured and Task-Aware Low-Rank Adaptation
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Xi Xiao, Zhuxuanzi Wang, Mingqiao Mo, Chen Liu, Chenrui Ma, Yanshu Li, Smita Krishnaswamy, Xiao Wang, Tianyang Wang
Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection
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Zhuxuanzi Wang, Mingqiao Mo, Xi Xiao, Chen Liu, Chenrui Ma, Yunbei Zhang, Xiao Wang, Smita Krishnaswamy, Tianyang Wang
CTR-LoRA: Curvature-Aware and Trust-Region Guided Low-Rank Adaptation for Large Language Models
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Chenrui Ma, Xi Xiao, Tianyang Wang, Xiao Wang, Yanning Shen
Stochastic Interpolants via Conditional Dependent Coupling
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Chenrui Ma, Xi Xiao, Tianyang Wang, Yanning Shen
Beyond Editing Pairs: Fine-Grained Instructional Image Editing via Multi-Scale Learnable Regions
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Yingrui Ji, Xi Xiao, Gaofei Chen, Hao Xu, Chenrui Ma, Lijing Zhu, Aokun Liang, Jiansheng Chen
CIBR: Cross-modal information bottleneck regularization for robust clip generalization