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• Towards Understanding Generalization in DP-GD: A Case Study in Training Two-Layer CNNs

  Zhongjie Shi, Puyu Wang, Chenyang Zhang, Yuan Cao

  25374-25382

  2026-03-14

• Learning to Collaborate: An Orchestrated-Decentralized Framework for Peer-to-Peer LLM Federation

  Inderjeet Singh, Eleonore Vissol-Gaudin, Andikan Otung, Motoyoshi Sekiya

  25472-25480

  2026-03-14

• DoBlock: Blocking Malicious Association Propagation for Backdoor-Robust Federated Learning Under Domain Skew

  Zhou Tan, De Li, Yirui Huang, Duanshu Fang, Jia-Li Yin, Xiaolei Liu, Songze Li, Shouling Ji

  25796-25804

  2026-03-14

• FinMMDocR: Benchmarking Financial Multimodal Reasoning with Scenario Awareness, Document Understanding, and Multi-Step Computation

  Zichen Tang, Haihong E, Rongjin Li, Jiacheng Liu, Linwei Jia, Zhuodi Hao, Zhongjun Yang, Yuanze Li, Haolin Tian, Xinyi Hu, Peizhi Zhao, Yuan Liu, Zhengyu Wang, Xianghe Wang, Yiling Huang, Xueyuan Lin, Ruofei Bai, Zijian Xie, Qian Huang, Ruining Cao, Haocheng Gao

  25858-25866

  2026-03-14

• Reward Model Evaluation via Automatically-Ranked Policy Alignment

  Aoran Wang, Lei Ou, Yang Yu, Zongzhang Zhang

  26124-26132

  2026-03-14

• U2B: Scale-unbiased Representation Converter for Graph Classification with Imbalanced and Balanced Scale Distributions

  Guanjun Wang, Jianhao Zhang, Jiaming Ma, Sheng Huang, Pengkun Wang, Zhengyang Zhou, Binwu Wang, Yang Wang

  26169-26177

  2026-03-14

• Preference Is More than Comparisons: Rethinking Dueling Bandits with Augmented Human Feedback

  Shengbo Wang, Hong Sun, Ke Li

  26453-26461

  2026-03-14

• FUSION: Dataset Pruning via Fusing Uncertainty with Structural Information for Optimal Neural Training in Crystal Property Prediction

  Xiean Wang, Pin Chen, Liqin Tan, Yutong Lu, Qingsong Zou

  26553-26561

  2026-03-14

• SGoT-R1: Social Graph of Thought Reasoning-Enhanced Multimodal Large Language Model for Harmful Meme Detection

  Xiuxian Wang, Yuting Su, Wenhui Li, Xiaowen Wang, Zhuojun Li, Anan Liu

  26597-26605

  2026-03-14

• MemeBQ:Memory Efficient Binary Quantization of LLMs

  Yuanhui Wang, Kunlong Liu, Minnan Pei, Zhangming Li, Peisong Wang, Qinghao Hu

  26715-26722

  2026-03-14

• OT-ALD: Aligning Latent Distributions with Optimal Transport for Accelerated Image-to-Image Translation

  Zhanpeng Wang, Shuting Cao, Yuhang Lu, YuhanLi , Na Lei, Zhongxuan Luo

  26760-26768

  2026-03-14

• Universal EEG Epilepsy Detection via Evidential Multi-View De-Biasing

  Ziqi Wen, Cai Xu, Wanqing Zhao, Jie Zhao, Wei Zhao

  26849-26857

  2026-03-14

• From Parameter to Representation: A Closed-Form Approach for Controllable Model Merging

  Jialin Wu, Jian Yang, Handing Wang, Jiajun Wen, Zhiyong Yu

  26903-26912

  2026-03-14

• MPA: Multimodal Prototype Augmentation for Few-Shot Learning

  Liwen Wu, Wei Wang, Lei Zhao, Zhan Gao, Qika Lin, Shaowen Yao, Zuozhu Liu, Bin Pu

  26965-26973

  2026-03-14

• Behavior Regularization with Flow Latent Policy for Offline Reinforcement Learning

  Yulong Xia, Fuchun Sun

  27028-27036

  2026-03-14

• DivControl: Knowledge Diversion for Controllable Image Generation

  Yucheng Xie, Fu Feng, Ruixiao Shi, Jing Wang, Yong Rui, Xin Geng

  27108-27116

  2026-03-14

• Optimizing LoRA Allocation of MoE with the Alignment of Topic Correlation

  Hengyuan Xu, Wenjun Ke, Yao He, Jiajun Liu, Dong Nie, Peng Wang, Ziyu Shang, Zijie Xu

  27251-27259

  2026-03-14

• A Unified Self-Regulating Training Framework for Federated Deep Reinforcement Learning

  Meng Xu, Xinhong Chen, Zhongying Chen, Guanyi Zhao, Yang Jin, Jianping Wang

  27296-27304

  2026-03-14

• Structure-Enhanced Adapter for Self-Supervised Heterogeneous Graph Learning

  Fengyu Yan, Di Jin, Xiaobao Wang, Qianhua Tang, Dongxiao He

  27477-27485

  2026-03-14

• DeepTracer: Tracing Stolen Model via Deep Coupled Watermarks

  Yunfei Yang, Xiaojun Chen, Yuexin Xuan, Zhendong Zhao, Xin Zhao, He Li

  27711-27718

  2026-03-14

• Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection

  Shibo Yao, Renshuai Tao, Xiaolong Zheng, Chao Liang, Chunjie Zhang

  27764-27772

  2026-03-14

• Error Slice Discovery via Manifold Compactness

  Han Yu, Hao Zou, Jiashuo Liu, Renzhe Xu, Yue He, Xingxuan Zhang, Peng Cui

  27925-27933

  2026-03-14

• MultiKD: Backdoor Defense in Federated Graph Learning via Attention-Guided Multi-Teacher Distillation

  Jiale Zhang, Yanan Wang, Bosen Rao, Chengcheng Zhu, Xiaobing Sun, Yu Li

  28239-28246

  2026-03-14

• MMhops-R1: Multimodal Multi-hop Reasoning

  Tao Zhang, Ziqi Zhang, Zongyang Ma, Yuxin Chen, Bing Li, Chunfeng Yuan, Guangting Wang, Fengyun Rao, Ying Shan, Weiming Hu

  28391-28399

  2026-03-14

• SAGE: Structured Attribute-Guided Enhancement for GZSL

  Zao Zhang, Liguo Sun, Pin Lyu

  28564-28572

  2026-03-14