Paper Library

Let Language Constrain Geometry: Vision-Language Models as Semantic and Spatial Critics for 3D Generation

Weimin Bai, Yubo Li, Weijian Luo, Zeqiang Lai, Yequan Wang, Wenzheng Chen, He Sun

2025-11-18

2511.14271v1

LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation

Hao Jiang, Guoquan Wang, Donglin Zhou, Sheng Yu, Yang Zeng, Wencong Zeng, Kun Gai, Guorui Zhou

2025-11-18

2511.14221v1

N-GLARE: An Non-Generative Latent Representation-Efficient LLM Safety Evaluator

Zheyu Lin, Jirui Yang, Hengqi Guo, Yubing Bao, Yao Guan

2025-11-18

safety

2511.14195v1

Beyond Fixed and Dynamic Prompts: Embedded Jailbreak Templates for Advancing LLM Security

Hajun Kim, Hyunsik Na, Daeseon Choi

2025-11-18

red teaming

2511.14140v1

Mind the Gap: Evaluating LLM Understanding of Human-Taught Road Safety Principles

Chalamalasetti Kranti

2025-11-17

safety

2511.13909v1

Jailbreaking Large Vision Language Models in Intelligent Transportation Systems

Badhan Chandra Das, Md Tasnim Jawad, Md Jueal Mia, M. Hadi Amini, Yanzhao Wu

2025-11-17

red teaming

2511.13892v1

Transformer Injectivity & Geometric Robustness - Analytic Margins and Bi-Lipschitz Uniformity of Sequence-Level Hidden States

Mikael von Strauss

2025-11-17

2511.14808v1

Hierarchical Prompt Learning for Image- and Text-Based Person Re-Identification

Linhan Zhou, Shuang Li, Neng Dong, Yonghang Tai, Yafei Zhang, Huafeng Li

2025-11-17

2511.13575v1

ForgeDAN: An Evolutionary Framework for Jailbreaking Aligned Large Language Models

Siyang Cheng, Gaotian Liu, Rui Mei, Yilin Wang, Kejia Zhang, Kaishuo Wei, Yuqi Yu, Weiping Wen, Xiaojie Wu, Junhua Liu

2025-11-17

red teaming

2511.13548v1

VEIL: Jailbreaking Text-to-Video Models via Visual Exploitation from Implicit Language

Zonghao Ying, Moyang Chen, Nizhang Li, Zhiqiang Wang, Wenxin Zhang, Quanchen Zou, Zonglei Jing, Aishan Liu, Xianglong Liu

2025-11-17

red teaming

2511.13127v1

Infinite-Story: A Training-Free Consistent Text-to-Image Generation

Jihun Park, Kyoungmin Lee, Jongmin Gim, Hyeonseo Jo, Minseok Oh, Wonhyeok Choi, Kyumin Hwang, Jaeyeul Kim, Minwoo Choi, Sunghoon Im

2025-11-17

2511.13002v1

MedRule-KG: A Knowledge-Graph--Steered Scaffold for Reliable Mathematical and Biomedical Reasoning

Crystal Su

2025-11-17

2511.12963v1

BrainNormalizer: Anatomy-Informed Pseudo-Healthy Brain Reconstruction from Tumor MRI via Edge-Guided ControlNet

Min Gu Kwak, Yeonju Lee, Hairong Wang, Jing Li

2025-11-17

2511.12853v1

November 17 - November 23, 2025

Let Language Constrain Geometry: Vision-Language Models as Semantic and Spatial Critics for 3D Generation

LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation

N-GLARE: An Non-Generative Latent Representation-Efficient LLM Safety Evaluator

Beyond Fixed and Dynamic Prompts: Embedded Jailbreak Templates for Advancing LLM Security

Mind the Gap: Evaluating LLM Understanding of Human-Taught Road Safety Principles

Jailbreaking Large Vision Language Models in Intelligent Transportation Systems

Transformer Injectivity & Geometric Robustness - Analytic Margins and Bi-Lipschitz Uniformity of Sequence-Level Hidden States

Hierarchical Prompt Learning for Image- and Text-Based Person Re-Identification

ForgeDAN: An Evolutionary Framework for Jailbreaking Aligned Large Language Models

VEIL: Jailbreaking Text-to-Video Models via Visual Exploitation from Implicit Language

Infinite-Story: A Training-Free Consistent Text-to-Image Generation

MedRule-KG: A Knowledge-Graph--Steered Scaffold for Reliable Mathematical and Biomedical Reasoning

BrainNormalizer: Anatomy-Informed Pseudo-Healthy Brain Reconstruction from Tumor MRI via Edge-Guided ControlNet

November 10 - November 16, 2025

LLM Reinforcement in Context

Backdoor Attacks on Open Vocabulary Object Detectors via Multi-Modal Prompt Tuning

Evolve the Method, Not the Prompts: Evolutionary Synthesis of Jailbreak Attacks on LLMs

Scaling Patterns in Adversarial Alignment: Evidence from Multi-LLM Jailbreak Experiments

GRAPHTEXTACK: A Realistic Black-Box Node Injection Attack on LLM-Enhanced GNNs

Privacy-Preserving Prompt Injection Detection for LLMs Using Federated Learning and Embedding-Based NLP Classification

Prompt-Conditioned FiLM and Multi-Scale Fusion on MedSigLIP for Low-Dose CT Quality Assessment

AlignTree: Efficient Defense Against LLM Jailbreak Attacks

NegBLEURT Forest: Leveraging Inconsistencies for Detecting Jailbreak Attacks

EcoAlign: An Economically Rational Framework for Efficient LVLM Alignment

Synthetic Voices, Real Threats: Evaluating Large Text-to-Speech Models in Generating Harmful Audio