DeepSolo++: Let Transformer Decoder with Explicit Points Solo for Multilingual Text Spotting

Maoyuan Ye, Jing Zhang, Shanshan Zhao +4

Multi-modal Auto-regressive Modeling via Visual Words

Tianshuo Peng, Zuchao Li, Lefei Zhang +3

CFLight: Enhancing Safety with Traffic Signal Control through Counterfactual Learning

Mingyuan Li, Chunyu Liu, Zhuojun Li +5

LSSANet: A Long Short Slice-Aware Network for Pulmonary Nodule Detection

Rui Xu, Yong Luo, Bo Du +2

Learn to Think: Improving Multimodal Reasoning through Vision-Aware Self-Improvement Training

Qihuang Zhong, Liang Ding, Wenjie Xuan +3

Indistinguishability-induced classical-to-nonclassical transition of photon statistics

Ao Shen, Bo Du, Ze-Hao Wang +4

Thermal-demagnetization-enhanced hybrid fiber-based thermometer coupled with nitrogen-vacancy centers

Shao-Chun Zhang, Shen Li, Bo Du +9

An Empirical Study of Remote Sensing Pretraining

Di Wang, Jing Zhang, Bo Du +2

PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation

Qihuang Zhong, Liang Ding, Juhua Liu +2

A robust fiber-based quantum thermometer coupled with nitrogen-vacancy centers

Shao-Chun Zhang, Yang Dong, Bo Du +7

DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection

Hongruixuan Chen, Chen Wu, Bo Du +1

Boosting Ultrasound Image Classification via Attribute-Guided Dual-Branch Framework

Bo Zhao, Yapeng Li, Juhua Liu +1

Learn from Downstream and Be Yourself in Multimodal Large Language Model Fine-Tuning

Wenke Huang, Jian Liang, Zekun Shi +6

SPEX: A Vision-Language Model for Land Cover Extraction on Spectral Remote Sensing Images

Dongchen Si, Di Wang, Erzhong Gao +9

Shifted Autoencoders for Point Annotation Restoration in Object Counting

Yuda Zou, Xin Xiao, Peilin Zhou +3

Synergistic Bleeding Region and Point Detection in Laparoscopic Surgical Videos

Jialun Pei, Zhangjun Zhou, Diandian Guo +4

Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient

Yuan Gao, Zujing Liu, Weizhong Zhang +2

GoMatching: A Simple Baseline for Video Text Spotting via Long and Short Term Matching

Haibin He, Maoyuan Ye, Jing Zhang +3

MBTI: A Multi-Branch Efficient Fine-Tuning Framework for Hyperspectral Image Classification with Foundation Models

Mingzhen Xu, Haonan Guo, Di Wang +9

The paper introduces MBTI, a multi-branch fine‑tuning framework that adapts hyperspectral foundation models to classification tasks while preserving full‑band spectral information…

Unified Multi-scale Feature Abstraction for Medical Image Segmentation

Xi Fang, Bo Du, Sheng Xu +2

TiMo: Spatiotemporal Foundation Model for Satellite Image Time Series

Xiaolei Qin, Di Wang, Jing Zhang +4

Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion

Anke Tang, Xianglin Luo, Li Shen +5

Knowledge Graph Augmented Network Towards Multiview Representation Learning for Aspect-based Sentiment Analysis

Qihuang Zhong, Liang Ding, Juhua Liu +3

Depth as Points: Center Point-based Depth Estimation

Zhiheng Tu, Xinjian Huang, Yong He +3

MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining

Di Wang, Jing Zhang, Minqiang Xu +8

Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling

Lixiang Ru, Bo Du, Yibing Zhan +1

Transformer for Object Re-Identification: A Survey

Mang Ye, Shuoyi Chen, Chenyue Li +3

Exchange Is All You Need for Remote Sensing Change Detection

Sijun Dong, Siming Fu, Kaiyu Li +3

3D Human Interaction Generation: A Survey

Siyuan Fan, Wenke Huang, Xiantao Cai +1

An Efficient Transformer for Simultaneous Learning of BEV and Lane Representations in 3D Lane Detection

Ziye Chen, Kate Smith-Miles, Bo Du +2

DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting

Maoyuan Ye, Jing Zhang, Shanshan Zhao +4

HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection

Chengxi Han, Chen Wu, Bo Du

M^3:Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask

Xinyu Yang, Xiaochen Ma, Xuekang Zhu +5

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning

Mengyuan Sun, Yu Li, Yuchen Liu +2

FUGC: Benchmarking Semi-Supervised Learning Methods for Cervical Segmentation

Jieyun Bai, Yitong Tang, Zihao Zhou +36

Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models

Haonan Guo, Xin Su, Chen Wu +3

DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration

Hebaixu Wang, Jing Zhang, Haonan Guo +3

Binary Change Guided Hyperspectral Multiclass Change Detection

Meiqi Hu, Chen Wu, Bo Du +1

Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning

Yunke Wang, Bo Du, Chang Xu

Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition

Mengya Han, Yibing Zhan, Yong Luo +4

Towards Unified Modeling in Federated Multi-Task Learning via Subspace Decoupling

Yipan Wei, Yuchen Zou, Yapeng Li +1

Resolving Knowledge Conflicts in Domain-specific Data Selection: A Case Study on Medical Instruction-tuning

Qihuang Zhong, Liang Ding, Fei Liao +3

Robust Self-Ensembling Network for Hyperspectral Image Classification

Yonghao Xu, Bo Du, Liangpei Zhang

Hound: Hunting Supervision Signals for Few and Zero Shot Node Classification on Text-attributed Graph

Yuxiang Wang, Xiao Yan, Shiyu Jin +6

Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection

Chen Wu, Bo Du, Liangpei Zhang

Rethink Sparse Signals for Pose-guided Text-to-image Generation

Wenjie Xuan, Jing Zhang, Juhua Liu +2

Fragment-Masked Diffusion for Molecular Optimization

Kun Li, Xiantao Cai, Jia Wu +4

CathAction: A Benchmark for Endovascular Intervention Understanding

Baoru Huang, Tuan Vo, Chayun Kongtongvattana +35

SGDA: Towards 3D Universal Pulmonary Nodule Detection via Slice Grouped Domain Attention

Rui Xu, Zhi Liu, Yong Luo +5

MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions

Yuxuan Liu, Hongda Sun, Wei Liu +3

Try, Check and Retry: A Divide-and-Conquer Framework for Boosting Long-context Tool-Calling Performance of LLMs

Kunfeng Chen, Qihuang Zhong, Juhua Liu +2

Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE

Qihuang Zhong, Liang Ding, Yibing Zhan +11

DeepFake MNIST+: A DeepFake Facial Animation Dataset

Jiajun Huang, Xueyu Wang, Bo Du +2

Deeply-Supervised CNN for Prostate Segmentation

Qikui Zhu, Bo Du, Baris Turkbey +2

Behavioural Signatures of Risk-Sensitive Decision-Making in Large Language Models

Xuankun Rong, Wenke Huang, Bo Du +2

ET-SAM: Efficient Point Prompt Prediction in SAM for Unified Scene Text Detection and Layout Analysis

Xike Zhang, Maoyuan Ye, Juhua Liu +1

Demonstration of Efficient Predictive Surrogates for Large-scale Quantum Processors

Wei-You Liao, Yuxuan Du, Xinbiao Wang +5

Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control

Liang Zhang, Qiang Wu, Jun Shen +3

Expediting Building Footprint Extraction from High-resolution Remote Sensing Images via progressive lenient supervision

Haonan Guo, Bo Du, Chen Wu +2

BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks

Qiang Huang, Jiawei Jiang, Xi Susie Rao +10

Can We Build a Monolithic Model for Fake Image Detection? SICA: Semantic-Induced Constrained Adaptation for Unified-Yet-Discriminative Artifact Feature Space Reconstruction

Bo Du, Xiaochen Ma, Xuekang Zhu +8

Visual Imitation Learning with Calibrated Contrastive Representation

Yunke Wang, Linwei Tao, Bo Du +2

Tool Retrieval Bridge: Aligning Vague Instructions with Retriever Preferences via Bridge Model

Kunfeng Chen, Luyao Zhuang, Fei Liao +3

Designing and Training of A Dual CNN for Image Denoising

Chunwei Tian, Yong Xu, Wangmeng Zuo +3

ConRAG: Consensus-Driven Multi-View Retrieval for Multi-Hop Question Answering

Yikai Zhu, Kunfeng Chen, Qihuang Zhong +2

Adapting Segment Anything Model for Power Transmission Corridor Hazard Segmentation

Hang Chen, Maoyuan Ye, Peng Yang +3

Application of convolutional neural networks in image super-resolution

Chunwei Tian, Mingjian Song, Wangmeng Zuo +3

Revisiting Knowledge Distillation for Autoregressive Language Models

Qihuang Zhong, Liang Ding, Li Shen +3

Robust and Discriminative Labeling for Multi-label Active Learning Based on Maximum Correntropy Criterion

Bo Du, Zengmao Wang, Lefei Zhang +2

Sparse is Enough in Fine-tuning Pre-trained Large Language Models

Weixi Song, Zuchao Li, Lefei Zhang +2

Online GNN Evaluation Under Test-time Graph Distribution Shifts

Xin Zheng, Dongjin Song, Qingsong Wen +2

AIMS: All-Inclusive Multi-Level Segmentation

Lu Qi, Jason Kuen, Weidong Guo +5

Robust Weight Perturbation for Adversarial Training

Chaojian Yu, Bo Han, Mingming Gong +4

What If the Input is Expanded in OOD Detection?

Boxuan Zhang, Jianing Zhu, Zengmao Wang +3

Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning

Juncheng Yang, Zuchao Li, Shuai Xie +3

EventTSF: Event-Aware Non-Stationary Time Series Forecasting

Yunfeng Ge, Ming Jin, Yiji Zhao +4

Stability and Generalization for Distributed SGDA

Miaoxi Zhu, Yan Sun, Li Shen +2

CLNode: Curriculum Learning for Node Classification

Xiaowen Wei, Xiuwen Gong, Yibing Zhan +3

Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker

Bo Du, Shihan Cai, Chen Wu +2

Benchmarking Reasoning Robustness in Large Language Models

Tong Yu, Yongcheng Jing, Xikun Zhang +6

Towards a Better Model with Dual Transformer for Drug Response Prediction

Kun Li, Jia Wu, Bo Du +4

WIA-LD2ND: Wavelet-based Image Alignment for Self-supervised Low-Dose CT Denoising

Haoyu Zhao, Yuliang Gu, Zhou Zhao +3

Diff-Font: Diffusion Model for Robust One-Shot Font Generation

Haibin He, Xinyuan Chen, Chaoyue Wang +4

MIFNet: Learning Modality-Invariant Features for Generalizable Multimodal Image Matching

Yepeng Liu, Zhichao Sun, Baosheng Yu +4

Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images

Lefei Zhang, Qian Zhang, Bo Du +3

CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation

Ziyang Gong, Zhixiang Wei, Di Wang +13

Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis

Qihuang Zhong, Haiyun Li, Luyao Zhuang +2

Belief Memory: Agent Memory Under Partial Observability

Junfeng Liao, Qizhou Wang, Jianing Zhu +3

Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks

Shizhen Chang, Michael Kopp, Pedram Ghamisi +1

DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space

Haonan Guo, Bo Du, Chen Wu +2

Careful Selection and Thoughtful Discarding: Graph Explicit Pooling Utilizing Discarded Nodes

Chuang Liu, Wenhang Yu, Kuang Gao +5

Change Detection in Multi-temporal VHR Images Based on Deep Siamese Multi-scale Convolutional Networks

Hongruixuan Chen, Chen Wu, Bo Du +1

DSA-SRGS: Super-Resolution Gaussian Splatting for Dynamic Sparse-View DSA Reconstruction

Shiyu Zhang, Zhicong Wu, Huangxuan Zhao +7

Reasoning-OCR: Can Large Multimodal Models Solve Complex Logical Reasoning Problems from OCR Cues?

Haibin He, Maoyuan Ye, Jing Zhang +4

A multi-task convolutional neural network for mega-city analysis using very high resolution satellite imagery and geospatial data

Fan Zhang, Bo Du, Liangpei Zhang

Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification

Minghui Liao, Guojia Wan, Bo Du

MixSiam: A Mixture-based Approach to Self-supervised Representation Learning

Xiaoyang Guo, Tianhao Zhao, Yutian Lin +1

Federated Learning with Only Positive Labels by Exploring Label Correlations

Xuming An, Dui Wang, Li Shen +5

SGEN: Single-cell Sequencing Graph Self-supervised Embedding Network

Ziyi Liu, Minghui Liao, Fulin luo +1

SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models

Anke Tang, Li Shen, Yong Luo +5