Xi Xiao

According to our database, Xi Xiao authored at least 30 papers between 2024 and 2026.

Collaborative distances:

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

2026

Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation.

Mengchen Fan, Baocheng Geng, Xi Xiao, Tianyang Wang, Siyuan Mei, Pulin Che, Xiaoqian Jiang, Qizhen Lan

CoRR, May, 2026

Drift Flow Matching.

Chenrui Ma, Xi Xiao, Lin Zhao, Tianyang Wang, Ferdinando Fioretto, Yanning Shen

CoRR, May, 2026

Not All Directions Matter: Toward Structured and Task-Aware Low-Rank Adaptation.

Xi Xiao, Chenrui Ma, Yunbei Zhang, Chen Liu, Zhuxuanzi Wang, Yanshu Li, Lin Zhao, Guosheng Hu, Tianyang Wang, Hao Xu

CoRR, March, 2026

Dispersion Loss Counteracts Embedding Condensation and Improves Generalization in Small Language Models.

Chen Liu, Xingzhi Sun, Xi Xiao, Alexandre Van Tassel, Ke Xu, Kristof Reimann, Danqi Liao, Mark Gerstein, Tianyang Wang, Xiao Wang, Smita Krishnaswamy

CoRR, February, 2026

ComfySearch: Autonomous Exploration and Reasoning for ComfyUI Workflows.

Jinwei Su, Qizhen Lan, Zeyu Wang, Yinghui Xia, Hairu Wen, Yiqun Duan, Xi Xiao, Tianyu Shi, JingSong Yang, Lewei He

CoRR, January, 2026

Prompt-based Adaptation in Large-scale Vision Models: A Survey.

Xi Xiao, Yunbei Zhang, Lin Zhao, Yiyang Liu, Xiaoying Liao, Zheda Mai, Xingjian Li, Xiao Wang, Hao Xu, Jihun Hamm, Xue Lin, Min Xu, Qifan Wang, Tianyang Wang, Cheng Han

Trans. Mach. Learn. Res., 2026

Information-theoretic graph fusion with vision-language-action model for policy reasoning and dual robotic control.

Shunlei Li, Longsen Gao, Jin Wang, Chang Che, Xi Xiao, Jiuwen Cao, Yingbai Hu, Hamid Reza Karimi

Inf. Fusion, 2026

RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding.

Xi Xiao, Yunbei Zhang, Janet Wang, Lin Zhao, Yuxiang Wei, Hengjia Li, Yanshu Li, Xiao Wang, Swalpa Kumar Roy, Hao Xu, Tianyang Wang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection.

Xi Xiao, Zhuxuanzi Wang, Mingqiao Mo, Chen Liu, Chenrui Ma, Yanshu Li, Smita Krishnaswamy, Xiao Wang, Tianyang Wang

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis.

Yuxiang Wei, Yanteng Zhang, Xi Xiao, Tianyang Wang, Xiao Wang, Vince D. Calhoun

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation.

Xi Xiao, Chenrui Ma, Yunbei Zhang, Chen Liu, Zhuxuanzi Wang, Yanshu Li, Lin Zhao, Guosheng Hu, Tianyang Wang, Hao Xu

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement.

Chenrui Ma, Xi Xiao, Tianyang Wang, Xiao Wang, Yanning Shen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

fMRI-LM: Towards a Universal Foundation Model for Language-Aligned fMRI Understanding.

Yuxiang Wei, Yanteng Zhang, Xi Xiao, Chengxuan Qian, Tianyang Wang, Vince D. Calhoun

CoRR, November, 2025

Learning Straight Flows: Variational Flow Matching for Efficient Generation.

Chenrui Ma, Xi Xiao, Tianyang Wang, Xiao Wang, Yanning Shen

CoRR, November, 2025

CTR-LoRA: Curvature-Aware and Trust-Region Guided Low-Rank Adaptation for Large Language Models.

Zhuxuanzi Wang, Mingqiao Mo, Xi Xiao, Chen Liu, Chenrui Ma, Yunbei Zhang, Xiao Wang, Smita Krishnaswamy, Tianyang Wang

CoRR, October, 2025

Towards Foundation Models for Cryo-ET Subtomogram Analysis.

Runmin Jiang, Wanyue Feng, Yuntian Yang, Shriya Pingulkar, Hong Wang, Xi Xiao, Xiaoyu Cao, Genpei Zhang, Xiao Wang, Xiaolong Wu, Tianyang Wang, Yang Liu, Xingjian Li, Min Xu

CoRR, September, 2025

Stochastic Interpolants via Conditional Dependent Coupling.

Chenrui Ma, Xi Xiao, Tianyang Wang, Xiao Wang, Yanning Shen

CoRR, September, 2025

FOCUS: Fused Observation of Channels for Unveiling Spectra.

Xi Xiao, Aristeidis Tsaris, Anika Tabassum, John H. Lagergren, Larry M. York, Tianyang Wang, Xiao Wang

CoRR, July, 2025

CryoCCD: Conditional Cycle-consistent Diffusion with Biophysical Modeling for Cryo-EM Synthesis.

Runmin Jiang, Genpei Zhang, Yuntian Yang, Siqi Wu, Yuheng Zhang, Wanyue Feng, Yizhou Zhao, Xi Xiao, Xiao Wang, Tianyang Wang, Xingjian Li, Min Xu

CoRR, May, 2025

Beyond Editing Pairs: Fine-Grained Instructional Image Editing via Multi-Scale Learnable Regions.

Chenrui Ma, Xi Xiao, Tianyang Wang, Yanning Shen

CoRR, May, 2025

MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding.

Yuxiang Wei, Yanteng Zhang, Xi Xiao, Tianyang Wang, Xiao Wang, Vince D. Calhoun

CoRR, May, 2025

Describe Anything in Medical Images.

Xi Xiao, Yunbei Zhang, Thanh-Huy Nguyen, Ba Thinh Lam, Janet Wang, Lin Zhao, Jihun Hamm, Tianyang Wang, Xingjian Li, Xiao Wang, Hao Xu, Tianming Liu, Min Xu

CoRR, May, 2025

Visual Variational Autoencoder Prompt Tuning.

Xi Xiao, Yunbei Zhang, Yanshuh Li, Xingjian Li, Tianyang Wang, Jihun Hamm, Xiao Wang, Min Xu

CoRR, March, 2025

CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement.

Chenrui Ma, Rongchang Zhao, Xi Xiao, Hongyang Xie, Tianyang Wang, Xiao Wang, Hao Zhang, Yanning Shen

CoRR, March, 2025

ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling.

Xiao Wang, Jong-Youl Choi, Takuya Kurihana, Isaac Lyngaas, Hong-Jun Yoon, Xi Xiao, David Pugmire, Ming Fan, Nasik Muhammad Nafi, Aristeidis Tsaris, Ashwin M. Aji, Maliha Hossain, Mohamed Wahib, Dali Wang, Peter E. Thornton, Prasanna Balaprakash, Moetasim Ashfaq, Dan Lu

Proceedings of the International Conference for High Performance Computing, 2025

ETT-CKGE: Efficient Task-Driven Tokens for Continual Knowledge Graph Embedding.

Lijing Zhu, Qizhen Lan, Qing Tian, Wenbo Sun, Li Yang, Lu Xia, Yixin Xie, Xi Xiao, Tiehang Duan, Cui Tao, Shuteng Niu

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

Visual Instance-aware Prompt Tuning.

Xi Xiao, Yunbei Zhang, Xingjian Li, Tianyang Wang, Xiao Wang, Yuxiang Wei, Jihun Hamm, Min Xu

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

TD-RD: A Top-Down Benchmark with Real-Time Framework for Road Damage Detection.

Xi Xiao, Zhengji Li, Wentao Wang, Jiacheng Xie, Houjie Lin, Swalpa Kumar Roy, Tianyang Wang, Min Xu

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation.

Wentao Wang, Xi Xiao, Mingjie Liu, Qizhen Lan, Xuanyao Huang, Qing Tian, Swalpa Kumar Roy, Tianyang Wang

Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024

HGTDP-DTA: Hybrid Graph-Transformer with Dynamic Prompt for Drug-Target Binding Affinity Prediction.

Xi Xiao, Wentao Wang, Jiacheng Xie, Lijing Zhu, Gaofei Chen, Zhengji Li, Tianyang Wang, Min Xu

Proceedings of the Neural Information Processing - 31st International Conference, 2024