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• Making Adversarial Examples More Transferable and Indistinguishable

  Junhua Zou, Yexin Duan, Boyu Li, Wu Zhang, Yu Pan, Zhisong Pan

  3662-3670

  2022-06-28

• Stabilizing Cross-Modal Bidirectional Attribution: Few-Shot Adversarial Prompt Tuning for Robust Vision-Language Models

  Jun Feng, Shuhong Wu, Hong Sun, Pengfei Zhang, Bocheng Ren, Shunli Zhang

  3939-3947

  2026-03-14

• How Reasoning Influences Intersectional Biases in Vision–Language Models (Student Abstract)

  Adit Desai, Sudipta Roy, Mohna Chakraborty

  41185-41187

  2026-03-14

• Activation Manipulation Attack: Penetrating and Harmful Jailbreak Attack Against Large Vision-Language Models

  Haojie Hao, Jiakai Wang, Aishan Liu, Yuqing Ma, Haotong Qin, Yuanfang Guo, Xianglong Liu

  35481-35489

  2026-03-14

• MHA2MLA-VLM: Enabling DeepSeek’s Economical Multi-Head Latent Attention Across Vision-Language Models

  Xiaoran Fan, Zhichao Sun, Tao Ji, Lixing Shen, Tao Gui

  30638-30646

  2026-03-14

• Dropout Prompt Learning: Towards Robust and Adaptive Vision-Language Models

  Biao Chen, Lin Zuo, Mengmeng Jing, Kunbin He, Yuchen Wang

  19987-19995

  2026-03-14

• PatientVLM Meets DocVLM: Pre-Consultation Dialogue Between Vision-Language Models for Efficient Diagnosis

  K Lokesh, Abhirama Subramanyam Penamakuri, Uday Agarwal, Apoorva Challa, Shreya K Gowda, Somesh Gupta, Anand Mishra

  7485-7493

  2026-03-14

• DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt

  Yitong Zhang, Jia Li, Liyi Cai, Ge Li

  38111-38119

  2026-03-14

• Bi-VLM: Binary Post-Training Quantization for Vision-Language Models

  Xijun Wang, Rayyan Abdalla, Junyun Huang, Chengyuan Zhang, Ruiqi Xian, Dinesh Manocha

  10207-10215

  2026-03-14

• GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations

  Xinwei Liu, Xiaojun Jia, Yuan Xun, Simeng Qin, Xiaochun Cao

  35653-35661

  2026-03-14

• Taming the Phantom: Token-Asymmetric Filtering for Hallucination Mitigation in Large Vision-Language Models

  Shuyi Ouyang, Hongyi Wang, Gongfan Fang, Xinyin Ma, Lanfen Lin, Xinchao Wang

  8206-8214

  2026-03-14

• Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs

  Xiang Fang, Wanlong Fang, Changshuo Wang, Keke Tang, Daizong Liu, Siyi Wang, Wei Ji

  3858-3866

  2026-03-14

• Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models

  Xuyang Liu, Ziming Wang, Junjie Chen, Yuhang Han, Yingyao Wang, Jiale Yuan, Jun Song, Siteng Huang, Honggang Chen

  7350-7358

  2026-03-14

• Enhancing Retrieval-Augmented Large Vision Language Models via Knowledge Conflict Mitigation

  Wenbin An, Jiahao Nie, Feng Tian, Mingxiang Cai, Yaqiang Wu, Xiaoqin Zhang, Shijian Lu

  2318-2326

  2026-03-14

• Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content?

  Naen Xu, Jinghuai Zhang, Changjiang Li, Hengyu An, Chunyi Zhou, Jun Wang, Boyu Xu, Yuyuan Li, Tianyu Du, Shouling Ji

  35949-35957

  2026-03-14

• Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow

  Jiaqi Bai, Hongcheng Guo, Zhongyuan Peng, Jian Yang, Zhoujun Li, Mohan Li, Zhihong Tian

  23442-23450

  2025-04-11

• TOFA: Training-Free One-Shot Federated Adaptation for Vision-Language Models

  Li Zhang, Zhongxuan Han, XiaoHua Feng, Jiaming Zhang, Yuyuan Li, Linbo Jiang, Jianan Lin, Chaochao Chen

  28301-28309

  2026-03-14

• CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models

  Zihui Cheng, Qiguang Chen, Jin Zhang, Hao Fei, Xiaocheng Feng, Wanxiang Che, Min Li, Libo Qin

  23678-23686

  2025-04-11

• Spatial-Spectral Homogeneous Attacks on Physical-World Large Vision-Language Models

  Daizong Liu, Baoquan Chen, Wei Hu

  7114-7122

  2026-03-14

• Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models

  Dexia Chen, Wentao Zhang, Qianjie Zhu, Ping Hu, Weibing Li, Tong Zhang, Ruixuan Wang

  20014-20022

  2026-03-14

• RMAdapter: Reconstruction-based Multi-Modal Adapter for Vision-Language Models

  Xiang Lin, Weixin Li, Shu Guo, Lihong Wang, Di Huang

  23594-23602

  2026-03-14

• HCC-3D: Hierarchical Compensatory Compression for 98% 3D Token Reduction in Vision-Language Models

  Liheng Zhang, Jin Wang, Hui Li, Bingfeng Zhang, Weifeng Liu

  12618-12626

  2026-03-14

• Data-Efficient and Contact-Rich Manipulation Through Diffusion Augmentation and Vision-Language Models

  Daniel Seita

  39830-39830

  2026-03-14

• GCD: Advancing Vision-Language Models for Incremental Object Detection via Global Alignment and Correspondence Distillation

  Xu Wang, Zilei Wang, Zihan Lin

  8015-8023

  2025-04-11

• Enhancing Medical Large Vision-Language Models via Alignment Distillation

  Aofei Chang, Ting Wang, Fenglong Ma

  19952-19960

  2026-03-14