Co-PatcheR: Collaborative Software Patching with Component(s)-specific Small Reasoning Models

Yuheng Tang, Hongwei Li, Kaijie Zhu +3

Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser +41

Watch Out for Your Guidance on Generation! Exploring Conditional Backdoor Attacks against Large Language Models

Jiaming He, Wenbo Jiang, Guanyu Hou +3

TEAR: Temporal-aware Automated Red-teaming for Text-to-Video Models

Jiaming He, Guanyu Hou, Hongwei Li +6

Fully Convolutional Network Ensembles for White Matter Hyperintensities Segmentation in MR Images

Hongwei Li, Gongfa Jiang, Jianguo Zhang +4

Feedback Graph Attention Convolutional Network for Medical Image Enhancement

Xiaobin Hu, Yanyang Yan, Wenqi Ren +4

SIMC 2.0: Improved Secure ML Inference Against Malicious Clients

Guowen Xu, Xingshuo Han, Tianwei Zhang +5

ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?

Zhun Wang, Nico Schiller, Hongwei Li +13

UTOPIA: Unlearnable Tabular Data via Decoupled Shortcut Embedding

Jiaming He, Fuming Luo, Hongwei Li +5

Fetal Brain Tissue Annotation and Segmentation Challenge Results

Kelly Payette, Hongwei Li, Priscille de Dumast +55

Cardiac Segmentation on Late Gadolinium Enhancement MRI: A Benchmark Study from Multi-Sequence Cardiac MR Segmentation Challenge

Xiahai Zhuang, Jiahang Xu, Xinzhe Luo +20

Relationformer: A Unified Framework for Image-to-Graph Generation

Suprosanna Shit, Rajat Koner, Bastian Wittmann +8

Mass production and characterization of 3-inch PMTs for the JUNO experiment

Chuanya Cao, Jilei Xu, Miao He +64

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

Kun Wang, Guibin Zhang, Zhenhong Zhou +100

Why is the winner the best?

Matthias Eisenmann, Annika Reinke, Vivienn Weru +122

Error Rate Bounds in Crowdsourcing Models

Hongwei Li, Bin Yu, Dengyong Zhou

Federated Learning Enables Big Data for Rare Cancer Boundary Detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards +276

STAR: Zero-Shot Chinese Character Recognition with Stroke- and Radical-Level Decompositions

Jinshan Zeng, Ruiying Xu, Yu Wu +2

DDFAD: Dataset Distillation Framework for Audio Data

Wenbo Jiang, Rui Zhang, Hongwei Li +3

ComFeel: Productivity is a Matter of the Senses Too

Marios Constantinides, Sanja Šćepanović, Daniele Quercia +3

Invasiveness Prediction of Pulmonary Adenocarcinomas Using Deep Feature Fusion Networks

Xiang Li, Jiechao Ma, Hongwei Li

OnePath: Efficient and Privacy-Preserving Decision Tree Inference in the Cloud

Shuai Yuan, Hongwei Li, Xinyuan Qian +1

Gevrey regularity solution for initial data in Triebel-Lizorkin-Lorentz spaces via single norm defined by nonlinearity of frequency

Qixiang Yang, Hongwei Li

blob loss: instance imbalance aware loss functions for semantic segmentation

Florian Kofler, Suprosanna Shit, Ivan Ezhov +14

BandFuzz: An ML-powered Collaborative Fuzzing Framework

Wenxuan Shi, Hongwei Li, Jiahao Yu +3

Micro-CT Synthesis and Inner Ear Super Resolution via Generative Adversarial Networks and Bayesian Inference

Hongwei Li, Rameshwara G. N. Prasad, Anjany Sekuboyina +4

Field Experiment on a Robust Hierarchical Metropolitan Quantum Cryptography Network

Fangxing Xu, Wei Chen, Shuang Wang +9

BraTS orchestrator : Democratizing and Disseminating state-of-the-art brain tumor image analysis

Florian Kofler, Marcel Rosier, Mehdi Astaraki +34

Error Rate Bounds and Iterative Weighted Majority Voting for Crowdsourcing

Hongwei Li, Bin Yu

Realizing Scaling Laws in Recommender Systems: A Foundation-Expert Paradigm for Hyperscale Model Deployment

Dai Li, Kevin Course, Wei Li +13

Automatic Brain Structures Segmentation Using Deep Residual Dilated U-Net

Hongwei Li, Andrii Zhygallo, Bjoern Menze

State Backdoor: Towards Stealthy Real-world Poisoning Attack on Vision-Language-Action Model in State Space

Ji Guo, Wenbo Jiang, Yansong Lin +6

Unsupervised Low-dose CT Reconstruction with One-way Conditional Normalizing Flows

Ran An, Ke Chen, Hongwei Li

Quantified Canine: Inferring Dog Personality From Wearables

Lakmal Meegahapola, Marios Constantinides, Zoran Radivojevic +3

Group-Attention Single-Shot Detector (GA-SSD): Finding Pulmonary Nodules in Large-Scale CT Images

Jiechao Ma, Xiang Li, Hongwei Li +4

TrojanEdit: Multimodal Backdoor Attack Against Image Editing Model

Ji Guo, Peihong Chen, Wenbo Jiang +6

Backdoor Attack Against Vision Transformers via Attention Gradient-Based Image Erosion

Ji Guo, Hongwei Li, Wenbo Jiang +1

Deep CNNs for HEp-2 Cells Classification : A Cross-specimen Analysis

Hongwei Li, Wei-Shi Zheng, Jianguo Zhang

PatchPilot: A Cost-Efficient Software Engineering Agent with Early Attempts on Formal Verification

Hongwei Li, Yuheng Tang, Shiqi Wang +1

OpenSage: Self-programming Agent Generation Engine

Hongwei Li, Zhun Wang, Qinrun Dai +11

Progent: Securing AI Agents with Privilege Control

Tianneng Shi, Jingxuan He, Zhun Wang +4

DivTrackee versus DynTracker: Promoting Diversity in Anti-Facial Recognition against Dynamic FR Strategy

Wenshu Fan, Minxing Zhang, Hongwei Li +5

Quantifying white matter hyperintensity and brain volumes in heterogeneous clinical and low-field portable MRI

Pablo Laso, Stefano Cerri, Annabel Sorby-Adams +21

Long Distance Daylight Drone-based Quantum Key Distribution under Relative Motion

Chun Zhou, Yanyang Zhou, Ping Wang +13

The Patchkeeper: An Integrated Wearable Electronic Stethoscope with Multiple Sensors

Hongwei Li, Zoran Radivojevic, Maja Hedlund +2

Topology and criticality in non-Hermitian multimodal optical resonators through engineered losses

Elizabeth Louis Pereira, Hongwei Li, Andrea Blanco-Redondo +1

Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings

Florian Kofler, Ivan Ezhov, Lucas Fidon +14

New Secure Sparse Inner Product with Applications to Machine Learning

Guowen Xu, Shengmin Xu, Jianting Ning +4

Compact Representation of Mipmapped SVBRDFs via Shared Gaussians

Fengdi Zhang, Haocheng Ren, Qing Luo +3

The paper introduces Gaussian Texture Compression (GTC), a method that uses shared 2D Gaussian functions to compress mipmapped spatially-varying BRDF texture stacks, achieving high…

Automated Claustrum Segmentation in Human Brain MRI Using Deep Learning

Hongwei Li, Aurore Menegaux, Benita Schmitz-Koep +6

BadTemplate: A Training-Free Backdoor Attack via Chat Template Against Large Language Models

Zihan Wang, Hongwei Li, Rui Zhang +2

Cyber Physical System Information Collection: Robot Location and Navigation Method Based on QR Code

Hongwei Li, Tao Xiong

Properties of Besov-Lorentz spaces and application to Navier-Stokes equations

Qixiang Yang, Hongwei Li

Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns

Hongwei Li, Timo Loehr, Anjany Sekuboyina +3

CodeGen-Test: An Automatic Code Generation Model Integrating Program Test Information

Maosheng Zhong, Gen Liu, Hongwei Li +3

Collision Risk Estimation via Loss Prediction in End-to-End Autonomous Driving

Ziliang Xiong, Shipeng Liu, Nathaniel Helgesen +3

Extracting Cloud-based Model with Prior Knowledge

Shiqian Zhao, Kangjie Chen, Meng Hao +4

Combinational Backdoor Attack against Customized Text-to-Image Models

Wenbo Jiang, Jiaming He, Hongwei Li +6

SigRec: Automatic Recovery of Function Signatures in Smart Contracts

Ting Chen, Zihao Li, Xiapu Luo +9

Observation of reversible orbital angular momentum transfer based on photon-phonon coupling

Zhihan Zhu, Wei Gao, Chunyuan Mu +1

DiamondGAN: Unified Multi-Modal Generative Adversarial Networks for MRI Sequences Synthesis

Hongwei Li, Johannes C. Paetzold, Anjany Sekuboyina +5

The Qitai Radio Telescope

Na Wang, Qian Xu, Jun Ma +25

Stealthy Targeted Backdoor Attacks against Image Captioning

Wenshu Fan, Hongwei Li, Wenbo Jiang +3

LacAIDes: Generative AI-Supported Creative Interactive Circuits Crafting to Enliven Traditional Lacquerware

Yaning Li, Yutong Chen, Yihan Hou +9

Agents' Last Exam

Yiyou Sun, Xinyang Han, Weichen Zhang +306

Imbalance-Aware Self-Supervised Learning for 3D Radiomic Representations

Hongwei Li, Fei-Fei Xue, Krishna Chaitanya +5

Fast non-convex low-rank matrix decomposition for separation of potential field data using minimal memory

Dan Zhu, Rosemary Renaut, Hongwei Li +1

A Comprehensive Overview of Backdoor Attacks in Large Language Models within Communication Networks

Haomiao Yang, Kunlan Xiang, Mengyu Ge +3

One Jailbreak, Many Tongues: Learning Language-Insensitive Intention Representations for Multilingual Jailbreak Detection

Shuyu Jiang, Kaiyu Xu, Xingshu Chen +5

The Art of (Mis)alignment: How Fine-Tuning Methods Effectively Misalign and Realign LLMs in Post-Training

Rui Zhang, Hongwei Li, Yun Shen +6

Hidden Tail: Adversarial Image Causing Stealthy Resource Consumption in Vision-Language Models

Rui Zhang, Zihan Wang, Tianli Yang +5

FRTSearch: Unified Detection and Parameter Inference of Fast Radio Transients using Instance Segmentation

Bin Zhang, Yabiao Wang, Xiaoyao Xie +11

The Ripple Effect: On Unforeseen Complications of Backdoor Attacks

Rui Zhang, Yun Shen, Hongwei Li +5

Neural Implicit k-Space for Binning-free Non-Cartesian Cardiac MR Imaging

Wenqi Huang, Hongwei Li, Jiazhen Pan +3

What Should I Cite? A RAG Benchmark for Academic Citation Prediction

Leqi Zheng, Jiajun Zhang, Canzhi Chen +13

BAZAM: A Blockchain-Assisted Zero-Trust Authentication in Multi-UAV Wireless Networks

Mingyue Xie, Zheng Chang, Osama Alfarraj +3

Generalisable Cardiac Structure Segmentation via Attentional and Stacked Image Adaptation

Hongwei Li, Jianguo Zhang, Bjoern Menze

Red-GAN: Attacking class imbalance via conditioned generation. Yet another perspective on medical image synthesis for skin lesion dermoscopy and brain tumor MRI

Ahmad B Qasim, Ivan Ezhov, Suprosanna Shit +7

One Prompt to Verify Your Models: Black-Box Text-to-Image Models Verification via Non-Transferable Adversarial Attacks

Ji Guo, Wenbo Jiang, Rui Zhang +2

Nonconvex weighted variational metal artifacts removal via convergent primal-dual algorithms

Lianfang Wang, Zhangling Chen, Zhifang Liu +4

When Poison Fails After Retrieval: Revisiting Corpus Poisoning under Chunking and Reranking Pipelines

Xi Nie, Hongwei Li, Shenghao Wu +3

BioMoTouch: Touch-Based Behavioral Authentication via Biometric-Motion Interaction Modeling

Zijian Ling, Jianbang Chen, Hongwei Li +6

DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle

Yuheng Tang, Kaijie Zhu, Bonan Ruan +14

VulnLLM-R: Specialized Reasoning LLM with Agent Scaffold for Vulnerability Detection

Yuzhou Nie, Hongwei Li, Chengquan Guo +5

BadSR: Stealthy Label Backdoor Attacks on Image Super-Resolution

Ji Guo, Xiaolei Wen, Wenbo Jiang +3

Instruction Backdoor Attacks Against Customized LLMs

Rui Zhang, Hongwei Li, Rui Wen +5

Bending the Scaling Law Curve in Large-Scale Recommendation Systems

Qin Ding, Kevin Course, Linjian Ma +19

The Fluorescent Veil: A Stealthy and Effective Physical Adversarial Patch Against Traffic Sign Recognition

Shuai Yuan, Xingshuo Han, Hongwei Li +5

Adversarial Transferability in Deep Denoising Models: Theoretical Insights and Robustness Enhancement via Out-of-Distribution Typical Set Sampling

Jie Ning, Jiebao Sun, Shengzhu Shi +4

SeLoRA: Self-Expanding Low-Rank Adaptation of Latent Diffusion Model for Medical Image Synthesis

Yuchen Mao, Hongwei Li, Wei Pang +3

Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach

Qingqiao Hu, Hongwei Li, Jianguo Zhang

VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images

Anjany Sekuboyina, Malek E. Husseini, Amirhossein Bayat +66

Cross-view Relation Networks for Mammogram Mass Detection

Jiechao Ma, Sen Liang, Xiang Li +4

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Spyridon Bakas, Mauricio Reyes, Andras Jakab +421

Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient

Florian Kofler, Ivan Ezhov, Fabian Isensee +16

Quantum algorithms for the Goldreich-Levin learning problem

Hongwei Li

ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models

Zihan Wang, Rui Zhang, Hongwei Li +4

Document-Level Tabular Numerical Cross-Checking: A Coarse-to-Fine Approach

Chaoxu Pang, Yixuan Cao, Ganbin Zhou +2

Non-Hermitian topology and criticality in photonic arrays with engineered losses

Elizabeth Louis Pereira, Hongwei Li, Andrea Blanco-Redondo +1

Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation

Hongwei Li, Jianguo Zhang, Mark Muehlau +2