HGTDP-DTA: Hybrid Graph-Transformer with Dynamic Prompt for Drug-Target Binding Affinity Prediction. - Xi Xiao 003; Wentao Wang; Jiacheng Xie; Lijing Zhu; Gaofei Chen; Zhengji Li; Tianyang Wang 004; Min Xu 009 (ICONIP (4), 2024)

Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation. - Wentao Wang; Xi Xiao 003; Mingjie Liu; Qizhen Lan; Xuanyao Huang; Qing Tian 003; Swalpa Kumar Roy; Tianyang Wang 004 (ICTAI, 2024)

TD-RD: A Top-Down Benchmark with Real-Time Framework for Road Damage Detection. - Xi Xiao 003; Zhengji Li; Wentao Wang; Jiacheng Xie; Houjie Lin; Swalpa Kumar Roy; Tianyang Wang 004; Min Xu 009 (ICASSP, 2025)

Visual Instance-aware Prompt Tuning. - Xi Xiao 003; Yunbei Zhang; Xingjian Li 002; Tianyang Wang 004; Xiao Wang 004; Yuxiang Wei 004; Jihun Hamm; Min Xu 009 (ACM Multimedia, 2025)

ETT-CKGE: Efficient Task-Driven Tokens for Continual Knowledge Graph Embedding. - Lijing Zhu; Qizhen Lan; Qing Tian 003; Wenbo Sun; Li Yang; Lu Xia; Yixin Xie; Xi Xiao 003; Tiehang Duan; Cui Tao; Shuteng Niu (ECML/PKDD (6), 2025)

ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling. - Xiao Wang 004; Jong-Youl Choi; Takuya Kurihana; Isaac Lyngaas; Hong-Jun Yoon; Xi Xiao 003; David Pugmire; Ming Fan; Nasik Muhammad Nafi; Aristeidis Tsaris; Ashwin M. Aji; Maliha Hossain; et al. (SC, 2025)

CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement. - Chenrui Ma; Rongchang Zhao; Xi Xiao 003; Hongyang Xie; Tianyang Wang 004; Xiao Wang 004; Hao Zhang; Yanning Shen (CoRR, 2025)

Visual Variational Autoencoder Prompt Tuning. - Xi Xiao 003; Yunbei Zhang; Yanshuh Li; Xingjian Li 002; Tianyang Wang 004; Jihun Hamm; Xiao Wang 004; Min Xu 009 (CoRR, 2025)

Describe Anything in Medical Images. - Xi Xiao 003; Yunbei Zhang; Thanh-Huy Nguyen; Ba Thinh Lam; Janet Wang; Lin Zhao; Jihun Hamm; Tianyang Wang 004; Xingjian Li 002; Xiao Wang 004; Hao Xu; Tianming Liu; et al. (CoRR, 2025)

MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding. - Yuxiang Wei 004; Yanteng Zhang; Xi Xiao 003; Tianyang Wang 004; Xiao Wang 004; Vince D. Calhoun (CoRR, 2025)

Beyond Editing Pairs: Fine-Grained Instructional Image Editing via Multi-Scale Learnable Regions. - Chenrui Ma; Xi Xiao 003; Tianyang Wang 004; Yanning Shen (CoRR, 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 003; Xiao Wang 004; Tianyang Wang 004; Xingjian Li 002; Min Xu 009 (CoRR, 2025)

FOCUS: Fused Observation of Channels for Unveiling Spectra. - Xi Xiao 003; Aristeidis Tsaris; Anika Tabassum; John H. Lagergren; Larry M. York; Tianyang Wang 004; Xiao Wang 004 (CoRR, 2025)

Stochastic Interpolants via Conditional Dependent Coupling. - Chenrui Ma; Xi Xiao 003; Tianyang Wang 004; Xiao Wang 004; Yanning Shen (CoRR, 2025)

Towards Foundation Models for Cryo-ET Subtomogram Analysis. - Runmin Jiang; Wanyue Feng; Yuntian Yang; Shriya Pingulkar; Hong Wang; Xi Xiao 003; Xiaoyu Cao; Genpei Zhang; Xiao Wang 004; Xiaolong Wu; Tianyang Wang 004; Yang Liu; et al. (CoRR, 2025)

CTR-LoRA: Curvature-Aware and Trust-Region Guided Low-Rank Adaptation for Large Language Models. - Zhuxuanzi Wang; Mingqiao Mo; Xi Xiao 003; Chen Liu 020; Chenrui Ma; Yunbei Zhang; Xiao Wang 004; Smita Krishnaswamy; Tianyang Wang 004 (CoRR, 2025)

Learning Straight Flows: Variational Flow Matching for Efficient Generation. - Chenrui Ma; Xi Xiao 003; Tianyang Wang 004; Xiao Wang 004; Yanning Shen (CoRR, 2025)

fMRI-LM: Towards a Universal Foundation Model for Language-Aligned fMRI Understanding. - Yuxiang Wei 004; Yanteng Zhang; Xi Xiao 003; Chengxuan Qian; Tianyang Wang 004; Vince D. Calhoun (CoRR, 2025)

CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement. - Chenrui Ma; Xi Xiao 003; Tianyang Wang 004; Xiao Wang 004; Yanning Shen (AAAI, 2026)

Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation. - Xi Xiao 003; Chenrui Ma; Yunbei Zhang; Chen Liu 020; Zhuxuanzi Wang; Yanshu Li; Lin Zhao; Guosheng Hu; Tianyang Wang 004; Hao Xu (ACL (1), 2026)

4D Multimodal Co-attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis. - Yuxiang Wei 004; Yanteng Zhang; Xi Xiao 003; Tianyang Wang 004; Xiao Wang 004; Vince D. Calhoun (WACV, 2026)

Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection. - Xi Xiao 003; Zhuxuanzi Wang; Mingqiao Mo; Chen Liu 020; Chenrui Ma; Yanshu Li; Smita Krishnaswamy; Xiao Wang 004; Tianyang Wang 004 (WACV, 2026)

RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding. - Xi Xiao 003; Yunbei Zhang; Janet Wang; Lin Zhao; Yuxiang Wei 004; Hengjia Li; Yanshu Li; Xiao Wang 004; Swalpa Kumar Roy; Hao Xu; Tianyang Wang 004 (WACV, 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 003; Jiuwen Cao; Yingbai Hu; Hamid Reza Karimi (Inf. Fusion, 2026)

Prompt-based Adaptation in Large-scale Vision Models: A Survey. - Xi Xiao 003; Yunbei Zhang; Lin Zhao; Yiyang Liu 003; Xiaoying Liao; Zheda Mai; Xingjian Li 002; Xiao Wang 004; Hao Xu; Jihun Hamm; Xue Lin; Min Xu 009; et al. (Trans. Mach. Learn. Res., 2026)

ComfySearch: Autonomous Exploration and Reasoning for ComfyUI Workflows. - Jinwei Su; Qizhen Lan; Zeyu Wang; Yinghui Xia; Hairu Wen; Yiqun Duan; Xi Xiao 003; Tianyu Shi 003; JingSong Yang; Lewei He (CoRR, 2026)

Dispersion Loss Counteracts Embedding Condensation and Improves Generalization in Small Language Models. - Chen Liu 020; Xingzhi Sun 003; Xi Xiao 003; Alexandre Van Tassel; Ke Xu 010; Kristof Reimann; Danqi Liao; Mark Gerstein; Tianyang Wang 004; Xiao Wang 004; Smita Krishnaswamy (CoRR, 2026)

Not All Directions Matter: Toward Structured and Task-Aware Low-Rank Adaptation. - Xi Xiao 003; Chenrui Ma; Yunbei Zhang; Chen Liu 020; Zhuxuanzi Wang; Yanshu Li; Lin Zhao; Guosheng Hu; Tianyang Wang 004; Hao Xu (CoRR, 2026)

Drift Flow Matching. - Chenrui Ma; Xi Xiao 003; Lin Zhao; Tianyang Wang 004; Ferdinando Fioretto; Yanning Shen (CoRR, 2026)

Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation. - Mengchen Fan; Baocheng Geng; Xi Xiao 003; Tianyang Wang 004; Siyuan Mei; Pulin Che; Xiaoqian Jiang; Qizhen Lan (CoRR, 2026)