Listwise Direct Preference Optimization with Multi-Dimensional Preference Mixing

Yuhui Sun, Xiyao Wang, Zixi Li +6

Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models

Jialuo Chen, Jingyi Wang, Tinglan Peng +6

Taming OpenClaw: Security Analysis and Mitigation of Autonomous LLM Agent Threats

Xinhao Deng, Yixiang Zhang, Jiaqing Wu +15

FAST: Boosting Uncertainty-based Test Prioritization Methods for Neural Networks via Feature Selection

Jialuo Chen, Jingyi Wang, Xiyue Zhang +4

S-Eval: Towards Automated and Comprehensive Safety Evaluation for Large Language Models

Xiaohan Yuan, Jinfeng Li, Dongxia Wang +9

The RPM3D project: 3D Kinematics for Remote Patient Monitoring

Alicia Fornés, Asma Bensalah, Cristina Carmona-Duarte +9

ASEval: Automated Trajectory-Level Security Testing for Autonomous Agents

Jianan Ma, Xiaohu Du, Ruixiao Lin +9

RobOT: Robustness-Oriented Testing for Deep Learning Systems

Jingyi Wang, Jialuo Chen, Youcheng Sun +4

Towards Stroke Patients' Upper-limb Automatic Motor Assessment Using Smartwatches

Asma Bensalah, Jialuo Chen, Alicia Fornés +3

MICCAI STS 2024 Challenge: Semi-Supervised Instance-Level Tooth Segmentation in Panoramic X-ray and CBCT Images

Yaqi Wang, Zhi Li, Chengyu Wu +19

Forward Regression via Gram-Schmidt Orthogonalization for Ultra-High Dimensional Linear Models

Jialuo Chen, Zhaoxing Gao, Yifan Jiang +1

MICCAI STSR 2025 Challenge: Semi-Supervised Teeth and Pulp Segmentation and CBCT-IOS Registration

Yaqi Wang, Zhi Li, Chengyu Wu +15

Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded Verification

Yunhao Feng, Ruixiao Lin, Ming Wen +12

Structured Analysis and Comparison of Alphabets in Historical Handwritten Ciphers

Martín Méndez, Pau Torras, Adrià Molina +3

Piggybacking on Perception: Stealthy Concurrent Audio Prompt Injections against Multimodal LLM Agents

Mingxiao Liu, Yitong Li, Haoren Zhao +6

The paper studies stealthy audio prompt injection attacks that hide malicious instructions within normal speech to hijack multimodal LLM agents, introduces a benchmark (AudioAgentS…