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Xi Xiao, Chen Liu, Chih-Ting Liao, Yunbei Zhang, Qizhen Lan, Yuxiang Wei, Lin Zhao, Janet Wang, Jianyang Gu, Muchao Ye, Tianyang Wang, Hao Xu
Staying VIGILant: Mitigating Visual Laziness via Counterfactual Visual Alignment in MLLMs
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Xi Xiao, Xingjian Li, Yunbei Zhang, Cheng Han, Tianming Liu, Tianyang Wang, Runmin Jiang, Jihun Hamm, Xiao Wang, Min Xu
Layer-Specific Prompt Fusion Discovery via Differentiable Search in Vision Foundation Models
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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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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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Chenrui Ma, Xi Xiao, Tianyang Wang, Xiao Wang, Yanning Shen
Learning Straight Flows: Variational Flow Matching for Efficient Generation
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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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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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Chenrui Ma, Xi Xiao, Lin Zhao, Tianyang Wang, Ferdinando Fioretto, Yanning Shen
Drift Flow Matching
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Chih-Ting Liao, Xi Xiao, Chunlei Meng, Zhangquan Chen, Yitong Qiao, Weilin Zhou, Tianyang Wang, Xu Zheng, Xin Cao
SpaMem: Benchmarking Dynamic Spatial Reasoning via Perception-Memory Integration in Embodied Environments
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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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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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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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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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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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Dawei Zhu, Zhe Wang, Xi Xiao, Huan Jiang, Saeed Vahidian, Wei-Lun Chao, Tanya Berger-Wolf, et al.
Leveraging Latent Visual Reasoning in Silence
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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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Janet Wang, Yunbei Zhang, Lin Zhao, Xi Xiao, Jihun Hamm, Xiao Wang
Less Tokens, Better Forecasts: Sparse Residual Routing for Efficient Weather Prediction
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Yanshu Li, Jiaqian Li, Kuai Yu, Xi Xiao, Dongfang Liu, Tianyang Wang, Ruixiang Tang
Personalize Your Large Vision-Language Models With In-Context Prompt Tuning
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Z. Pan, Cheng-Tse Liao, Chen Liu, Xi Xiao, Yuting Qiao, Cheng Meng, Zhe Chen, X. Cao
Do LLMs Build World Models From Text? A Multilingual Diagnostic of Spatial Reasoning
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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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J. Su, Qizhen Lan, Z. Wang, Y. Xia, H. Wen, Y. Duan, Xi Xiao, T. Shi, Y. Jingsong, et al.
ComfySearch: Autonomous Exploration and Reasoning for ComfyUI Workflows
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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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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
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Tianyang Wang, Xi Xiao, G. Chen, H. Chi, Q. Zhang, G. Cheng, Y. Ji
TASAM: Terrain-and-Aware Segment Anything Model for Temporal-Scale Remote Sensing Segmentation
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Tianyang Wang, Xi Xiao, G. Chen, X. Liao, G. Cheng, Y. Ji
Boosting Active Learning with Knowledge Transfer
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Chenrui Ma, Xi Xiao, Tianyang Wang, Xiao Wang, Yanning Shen
Stochastic Interpolants via Conditional Dependent Coupling
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Yingrui Ji, Xi Xiao, G. Chen, Hao Xu, Chenrui Ma, L. Zhu, Aokun Liang, J. Chen
CIBR: Cross-Modal Information Bottleneck Regularization for Robust CLIP Generalization
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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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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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Jiacheng Xie, Yingrui Ji, L. Zeng, Xi Xiao, G. Chen, L. Zhu, J. J. Mondal, J. Chen
E2CB2former: Effective and Explainable Transformer for CB2 Receptor Ligand Activity Prediction
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S. M. F. R. Labib, J. J. Mondal, M. A. Manab, Xi Xiao, S. Newaz
Tailoring Adversarial Attacks on Deep Neural Networks for Targeted Class Manipulation Using DeepFool Algorithm
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Chen Liu*, Xingzhi Sun*, Alexandre Van Tassel*, Xi Xiao, Kristof Reimann, Danqi Liao, Ke Xu, Tianyang Wang, Xiao Wang, Smita Krishnaswamy
Dispersing Embeddings in Transformer Layers Improves Generalization of Language Models
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Zhengji Li, F. Xiong, Bo Huang, M. Li, Xi Xiao, Yingrui Ji, Jiacheng Xie, Aokun Liang, Hao Xu
MGD-YOLO: An Enhanced Road Defect Detection Algorithm Based on Multi-Scale Attention Feature Fusion
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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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R. Jiang, W. Feng, Y. Yang, S. Pingulkar, H. Wang, Xi Xiao, X. Cao, G. Zhang, et al.
Towards Foundation Models for Cryo-ET Subtomogram Analysis
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L. Zhu, Qizhen Lan, Q. Tian, W. Sun, L. Yang, L. Xia, Y. Xie, Xi Xiao, T. Duan, C. Tao, et al.
ETT-CKGE: Efficient Task-Driven Tokens for Continual Knowledge Graph Embedding
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R. Jiang, G. Zhang, Y. Yang, S. Wu, M. Wu, W. Feng, Y. Zhao, Xi Xiao, Xiao Wang, et al.
CryoCCD: Conditional Cycle-Consistent Diffusion with Biophysical Modeling for Cryo-EM Synthesis