All Publications

All Publications

Citation counts are from Semantic Scholar; Stars are from GitHub. Last checked September 25, 2026 (UTC).

1. Chenrui Ma, Xi Xiao, Tianyang Wang, Xiao Wang, Yanning Shen
   Stochastic Interpolants via Conditional Dependent Coupling
   NeurIPS 2026 Paper Code 6 Citations 1 Star
2. Chenrui Ma, Xi Xiao, Lin Zhao, Tianyang Wang, Ferdinando Fioretto, Yanning Shen
   Drift Flow Matching
   NeurIPS 2026 Paper 0 Citations
3. Xinru Jiang*, Lin Zhao*, Xi Xiao, Yunbei Zhang, Janet Wang, Chenrui Ma, Haolin Li, Yanzhi Wang, Yifan Gong, Octavia Camps
   Dynamic Hub-and-Spoke Memory for Streaming Video Understanding
   EMNLP 2026 Findings Paper
4. Chenrui Ma
   Transition Flow Matching
   arXiv 2026 Paper 1 Citation
5. Xi Xiao*, Chenrui Ma*, Yunbei Zhang*, Chen Liu, Zhuxuanzi Wang, Yanshu Li, Lin Zhao, Guosheng Hu, Tianyang Wang, Hao Xu
   Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation
   ACL 2026 Paper 14 Citations
6. Chenrui Ma, Xi Xiao, Tianyang Wang, Xiao Wang, Yanning Shen
   Learning Straight Flows: Variational Flow Matching for Efficient Generation
   CVPR 2026 Paper Code 9 Citations 6 Stars
7. 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
   ICASSP 2026 Paper 6 Citations
8. 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
   WACV 2026 Paper Code 8 Citations 1 Star
9. Chenrui Ma, Xi Xiao, Tianyang Wang, Xiao Wang, Yanning Shen
   CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement
   AAAI 2026 Paper Code 10 Citations 2 Stars

1. 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
   ICANN 2025 Paper 9 Citations
2. Chenrui Ma, Xi Xiao, Tianyang Wang, Yanning Shen
   Beyond Editing Pairs: Fine-Grained Instructional Image Editing via Multi-Scale Learnable Regions
   arXiv 2025 Paper 7 Citations

1. Yingchao Ding, Hao Zhou, Hao Wu, Chenrui Ma, Guowu Yuan
   SCS-YOLO: a defect detection model for cigarette appearance
   Electronics 2024 Paper 12 Citations
2. Yueming Huang, Chenrui Ma, Hao Zhou, Hao Wu, Guowu Yuan
   Dense Object Detection Based on De-Homogenized Queries
   Electronics 2024 Paper 2 Citations