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• Large Language Models Enhanced Personalized Graph Neural Architecture Search in Federated Learning

  Hui Fang, Yang Gao, Peng Zhang, Jiangchao Yao, Hongyang Chen, Haishuai Wang

  16514-16522

  2025-04-11

• FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning

  Haokun Chen, Yao Zhang, Denis Krompass, Jindong Gu, Volker Tresp

  11285-11293

  2024-03-24

• Variational BEJG Solvers for Marginal-MAP Inference with Accurate Approximation of B-Conditional Entropy

  Igor Kiselev

  9957-9958

  2019-07-17

• D2MoRA: Diversity-Regulated Asymmetric MoE-LoRA Decomposition for Efficient Multi-Task Adaptation

  Jianhui Zuo, Xuemeng Song, Haokun Wen, Meng Liu, Yupeng Hu, Jiuru Wang, Liqiang Nie

  29286-29294

  2026-03-14

• Unsupervised Underwater Image Restoration: From a Homology Perspective

  Zhenqi Fu, Huangxing Lin, Yan Yang, Shu Chai, Liyan Sun, Yue Huang, Xinghao Ding

  643-651

  2022-06-28

• SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training

  Ce Zhou, Yilun Liu, Weibin Meng, Shimin Tao, Weinan Tian, Feiyu Yao, Xiaochun Li, Tao Han, Boxing Chen, Hao Yang

  28566-28574

  2025-04-11

• TapNet: Multivariate Time Series Classification with Attentional Prototypical Network

  Xuchao Zhang, Yifeng Gao, Jessica Lin, Chang-Tien Lu

  6845-6852

  2020-04-03

• Large-Scale Multi-View Subspace Clustering in Linear Time

  Zhao Kang, Wangtao Zhou, Zhitong Zhao, Junming Shao, Meng Han, Zenglin Xu

  4412-4419

  2020-04-03

• Backdoor Adjustment via Group Adaptation for Debiased Coupon Recommendations

  Junpeng Fang, Gongduo Zhang, Qing Cui, Caizhi Tang, Lihong Gu, Longfei Li, Jinjie Gu, Jun Zhou

  11944-11952

  2024-03-24

• Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck

  Xingcheng Fu, Yisen Gao, Beining Yang, Yuxuan Wu, Haodong Qian, Qingyun Sun, Xianxian Li

  16674-16681

  2025-04-11

• From Detection to Diagnosis: Advancing Hallucination Analysis with Automated Data Synthesis

  Yanyi Liu, Qingwen Yang, Tiezheng Guo, Feiyu Qu, Jun Liu, Yingyou Wen

  32222-32230

  2026-03-14

• Fundamentals of Task-Agnostic Data Valuation

  Mohammad Mohammadi Amiri, Frederic Berdoz, Ramesh Raskar

  9226-9234

  2023-06-26

• Less Is Better: Unweighted Data Subsampling via Influence Function

  Zifeng Wang, Hong Zhu, Zhenhua Dong, Xiuqiang He, Shao-Lun Huang

  6340-6347

  2020-04-03

• Mobile Network Failure Event Detection and Forecasting With Multiple User Activity Data Sets

  Motoyuki Oki, Koh Takeuchi, Yukio Uematsu

  2018-04-27

• Jointly Imputing Multi-View Data with Optimal Transport

  Yangyang Wu, Xiaoye Miao, Xinyu Huang, Jianwei Yin

  4747-4755

  2023-06-26

• DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation

  Wendi Li, Xiao Yang, Weiqing Liu, Yingce Xia, Jiang Bian

  4092-4100

  2022-06-28

• Local Explanations for Reinforcement Learning

  Ronny Luss, Amit Dhurandhar, Miao Liu

  9002-9010

  2023-06-26

• Smartphone-Based Game Development to Introduce K12 Students in Applied Artificial Intelligence

  Sara Guerreiro-Santalla, Alma Mallo, Tamara Baamonde, Francisco Bellas

  12758-12765

  2022-06-28

• Know Your Enemy: Identifying Adversarial Behaviours in Deep Reinforcement Learning Agents (Student Abstract)

  Seán Caulfield Curley, Karl Mason, Patrick Mannion

  16176-16177

  2024-07-15

• EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

  Aldo Pareja, Giacomo Domeniconi, Jie Chen, Tengfei Ma, Toyotaro Suzumura, Hiroki Kanezashi, Tim Kaler, Tao Schardl, Charles Leiserson

  5363-5370

  2020-04-03

• Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement

  Shuman Zhuang, Zhihao Wu, Zhaoliang Chen, Hong-Ning Dai, Ximeng Liu

  13473-13482

  2025-04-11

• UCoL: Unsupervised Learning of Discriminative Facial Representations via Uncertainty-Aware Contrast

  Hao Wang, Min Li, Yangyang Song, Youjian Zhang, Liying Chi

  2510-2518

  2023-06-26

• Capturing Dynamic User Interests Under Modality Imbalance for Multimodal Sequential Recommendation

  Zilong Li, Jia Zhu, Chenglei Huang, Zhangze Chen, Hanghui Guo, Guoqing Ma, Jianxia Ling

  15198-15206

  2026-03-14

• NeuralFlix: A Simple While Effective Framework for Semantic Decoding of Videos from Non-invasive Brain Recordings

  Jingyuan Sun, Mingxiao Li, Marie-Francine Moens

  7096-7104

  2025-04-11

• 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