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• 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

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

  Daizong Liu, Baoquan Chen, Wei Hu

  7114-7122

  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

• 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

• 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

• 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

• 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

• 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

• Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit

  Qizhou Chen, Taolin Zhang, Chengyu Wang, Xiaofeng He, Dakan Wang, Tingting Liu

  2168-2176

  2025-04-11

• Enhancing Medical Large Vision-Language Models via Alignment Distillation

  Aofei Chang, Ting Wang, Fenglong Ma

  19952-19960

  2026-03-14

• 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

• 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

• 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

• 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

• 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

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

  Adit Desai, Sudipta Roy, Mohna Chakraborty

  41185-41187

  2026-03-14

• NeuralOM: Neural Ocean Model for Subseasonal-to-Seasonal Simulation

  Yuan Gao, Hao Wu, Fan Xu, Yanfei Xiang, Ruijian Gou, Ruiqi Shu, Qingsong Wen, Xian Wu, Kun Wang, Xiaomeng Huang

  14756-14764

  2026-03-14

• Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA

  Zhan Fa, Yue Duan, Jian Zhang, Lei Qi, Wanqi Yang, Yinghuan Shi

  20985-20993

  2026-03-14

• FreeNet: Liberating Depth-Wise Separable Operations for Building Faster Mobile Vision Architectures

  Hao Yu, Haoyu Chen, Wei Peng, Xu Cheng, Guoying Zhao

  9607-9615

  2025-04-11

• HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment

  Letian Zhang, GuangHao Meng, XuDong Ren, Jinpeng Wang

  28283-28291

  2026-03-14

• S3Net: Spatiotemporally Separated Sparse Network for Neuromorphic Vision Processing

  Ping He, Rong Xiao, Wanying Xu, Chenwei Tang, Shudong Huang, Huajin Tang

  4663-4671

  2026-03-14

• Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers

  Sungmin Cha, Sungjun Cho, Dasol Hwang, Honglak Lee, Taesup Moon, Moontae Lee

  11186-11194

  2024-03-24

• LOGICDEF: An Interpretable Defense Framework against Adversarial Examples via Inductive Scene Graph Reasoning

  Yuan Yang, James C Kerce, Faramarz Fekri

  8840-8848

  2022-06-28

• CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models

  Dan Shi, Chaobin You, Jiantao Huang, Taihao Li, Deyi Xiong

  18952-18960

  2024-03-24

• LORETTA: A Low Resource Framework to Poison Continuous Time Dynamic Graphs

  Himanshu Pal, Venkata Sai Pranav Bachina, Ankit Gangwal, Charu Sharma

  8224-8232

  2026-03-14