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Junjie Li*, Xi Xiao*, Yunbei Zhang*, Chen Liu*, Lin Zhao, Xiaoying Liao, Yingrui Ji, Janet Wang, Jianyang Gu, Yingqiang Ge, Weijie Xu, Xi Fang, Xiang Xu, Tianchen (Eric) Zhao, Youngeun Kim, Tianyang Wang, Jihun Hamm, Smita Krishnaswamy, Jun (Luke) Huan, Chandan Reddy
Agent Harness Engineering: A Survey
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Mengchen Fan, Baocheng Geng, Xi Xiao, Tianyang Wang, Siyuan Mei, Pulin Che, Xiaoqian Jiang, Qizhen Lan
Detail Consistent Stage-Wise Distillation for Efficient 3D MRI Segmentation
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Xi Xiao, Aristeidis Tsaris, Anika Tabassum, John Lagergren, Larry M. York, Tianyang Wang, Xiao Wang
FOCUS: Fused Observation of Channels for Unveiling Spectra
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Hao Zhang, Zhenjia Li, Runfeng Bao, Xi Xiao, Yifan Gao, Heng Zhang, Shuyang Zhang, Bo Huang, Yuhang Wu, Tianyang Wang, Hao Xu
HyperAdaLoRA: Accelerating LoRA Rank Allocation During Training via Hypernetworks without Sacrificing Performance
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Yuxiang Wei, Yanteng Zhang, Xi Xiao, Chengxuan Qian, Tianyang Wang, Vince D. Calhoun
fMRI-LM: Towards a Universal Foundation Model for Language-Aligned fMRI Understanding
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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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Lin Zhao, Xinru Jiang, Xi Xiao, Qihui Fan, Lei Lu, Yanzhi Wang, Xue Lin, Octavia Camps, Pu Zhao, Jianyang Gu
HIERAMP: Coarse-to-Fine Autoregressive Amplification for Generative Dataset Distillation
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Yu Li, Da Chang, Xi Xiao
KG-SAM: Injecting Anatomical Knowledge into Segment Anything Models via Conditional Random Fields
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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
CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement
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Xi Xiao, Yunbei Zhang, Janet Wang, Lin Zhao, Yuxiang Wei, Hengjia Li, Yanshu Li, Xiao Wang, Swalpa Kumar Roy, Hao Xu, Tianyang Wang
RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding
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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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Yuxiang Wei, Yanteng Zhang, Xi Xiao, Tianyang Wang, Xiao Wang, Vince D. Calhoun
4D Multimodal Co-Attention Fusion Network with Latent Contrastive Alignment for Alzheimer's Diagnosis
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Aokun Liang, Xi Xiao, Xiangyun Hu, Tao Ke, Tianyang Wang, Yibing Xiong, Huiwei Jiang, Xiao Wang
GeoPriorCLIP: A Foundational Remote Sensing Vision-Language Model Enhanced with Cascaded Geographic Information Priors
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Shunlei Li, Longsen Gao, Jin Wang, Chang Che, Xi Xiao, Jiuwen Cao, Yingbai Hu, Hamid Reza Karimi
Information-Theoretic Graph Fusion with Vision-Language-Action Model for Policy Reasoning and Dual Robotic Control
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Chenshen Huang*, Haoyun Xia*, Xi Xiao*, Hong Chen, Yiqing Jiang, Yahui Lyu, Zhizhan Ni, Tianyang Wang, Ning Wang, Qi Huang
Geometric Multi-Instance Learning for Weakly Supervised Gastric Cancer Segmentation
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Yuxiang Wei, Yanteng Zhang, Xi Xiao, Tianyang Wang, Xiao Wang, Vince D. Calhoun
MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding
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Hao Zhang, Bo Huang, Zhenjia Li, Xi Xiao, Hui Yi Leong, Zumeng Zhang, Xinwei Long, Tianyang Wang, Hao Xu
Sensitivity-LoRA: Low-Load Sensitivity-Based Fine-Tuning for Large Language Models
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Xi Xiao, Zhengji Li, Wentao Wang, Jiacheng Xie, Houjie Lin, Swalpa Kumar Roy, Tianyang Wang, Min Xu
TD-RD: A Top-Down Benchmark with Real-Time Framework for Road Damage Detection
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Yanshu Li, Yi Cao, Hongyang He, Qisen Cheng, Xiang Fu, Xi Xiao, Tianyang Wang, Ruixiang Tang
M²IV: Towards Efficient and Fine-Grained Multimodal In-Context Learning via Representation Engineering
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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
Describe Anything in Medical Images
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Xi Xiao, Yunbei Zhang, Yanshu Li, Xingjian Li, Tianyang Wang, Jihun Hamm, Xiao Wang, Min Xu
Visual Variational Autoencoder Prompt Tuning