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• Generating Synthetic Data for Unsupervised Federated Learning of Cross-Modal Retrieval

  Tianlong Zhang, Zhe Xue, Adnan Mahmood, Junping Du, Yuchen Dong, Shilong Ou, Lang Feng, Ming-Hsuan Yang, Yuankai Qi

  22569-22577

  2025-04-11

• Learning from Reasoning Failures via Synthetic Data Generation

  Gabriela Ben Melech Stan, Estelle Aflalo, Avinash Madasu, Vasudev Lal, Phillip Howard

  25608-25616

  2026-03-14

• Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data

  Xuchao Zhang, Xian Wu, Fanglan Chen, Liang Zhao, Chang-Tien Lu

  6853-6860

  2020-04-03

• GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning

  Krishnateja Killamsetty, Durga Sivasubramanian, Ganesh Ramakrishnan, Rishabh Iyer

  8110-8118

  2021-05-18

• Learning the Parameters of Bayesian Networks from Uncertain Data

  Segev Wasserkrug, Radu Marinescu, Sergey Zeltyn, Evgeny Shindin, Yishai A Feldman

  12190-12197

  2021-05-18

• From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery

  Yuhan Chen, Nuwa Xi, Yanrui Du, Haochun Wang, Jianyu Chen, Sendong Zhao, Bing Qin

  21958-21966

  2024-03-24

• Scaling Trends for Data Poisoning in LLMs

  Dillon Bowen, Brendan Murphy, Will Cai, David Khachaturov, Adam Gleave, Kellin Pelrine

  27206-27214

  2025-04-11

• Graph Meets Deep Unfolding: An Interpretable Mutual-benefit Multi-view Learning Network

  Renjie Lin, Hongzhi He, Yilin Wu, Shide Du, Le Zhang

  23559-23567

  2026-03-14

• Disentangled Generation-Based Prototypical Alignment for Few-Shot Unsupervised Domain Adaptation in Graph-Level Anomaly Detection

  Zhibin Ni, Chenghao Zhang, Hai Wan, Xibin Zhao

  24558-24566

  2026-03-14

• Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks

  Tian Bian, Xi Xiao, Tingyang Xu, Peilin Zhao, Wenbing Huang, Yu Rong, Junzhou Huang

  549-556

  2020-04-03

• Knowledge Graph Transfer Network for Few-Shot Recognition

  Riquan Chen, Tianshui Chen, Xiaolu Hui, Hefeng Wu, Guanbin Li, Liang Lin

  10575-10582

  2020-04-03

• RingFormer: A Ring-Enhanced Graph Transformer for Organic Solar Cell Property Prediction

  Zhihao Ding, Ting Zhang, Yiran Li, Jieming Shi, Chen Jason Zhang

  155-163

  2025-04-11

• Know Your Neighbors: Subgraph Importance Sampling for Heterophilic Graph Active Learning

  Wenjie Yang, Shengzhong Zhang, Chen Ye, Jiaxing Guo, Tongshan Xu, Zengfeng Huang

  27630-27638

  2026-03-14

• Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus

  Marius Leordeanu, Mihai Cristian Pîrvu, Dragos Costea, Alina E Marcu, Emil Slusanschi, Rahul Sukthankar

  1882-1892

  2021-05-18

• KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning

  Ye Liu, Yao Wan, Lifang He, Hao Peng, Philip S. Yu

  6418-6425

  2021-05-18

• An Attention-Based Graph Neural Network for Heterogeneous Structural Learning

  Huiting Hong, Hantao Guo, Yucheng Lin, Xiaoqing Yang, Zang Li, Jieping Ye

  4132-4139

  2020-04-03

• Sequential Recommendation with Relation-Aware Kernelized Self-Attention

  Mingi Ji, Weonyoung Joo, Kyungwoo Song, Yoon-Yeong Kim, Il-Chul Moon

  4304-4311

  2020-04-03

• FoAM: Foresight-Augmented Multi-Task Imitation Policy for Robotic Manipulation

  Litao Liu, Wentao Wang, Yifan Han, Zhuoli Xie, Pengfei Yi, Junyan Li, Wenzhao Lian

  18460-18468

  2026-03-14

• FAMDR: Feature-Aligned Multimodal Denoising for Reliable Diagnostic Reconciliation in Medical Imaging

  Xun Liang, Zhiying Li, Hongxun Jiang

  6898-6906

  2026-03-14

• Representation-Based Robustness in Goal-Conditioned Reinforcement Learning

  Xiangyu Yin, Sihao Wu, Jiaxu Liu, Meng Fang, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan

  21761-21769

  2024-03-24

• RetroLM: Retrieval-Augmented KVs for Long-Context Processing

  Kun Luo, Zheng Liu, Shitao Xiao, Jiabei Chen, Hongjin Qian, Peitian Zhang, Shanshan Jiang, Bin Dong, Jun Zhao, Kang Liu

  32365-32373

  2026-03-14

• Out of Length Text Recognition with Sub-String Matching

  Yongkun Du, Zhineng Chen, Caiyan Jia, Xieping Gao, Yu-Gang Jiang

  2798-2806

  2025-04-11

• Diverse Knowledge Distillation for End-to-End Person Search

  Xinyu Zhang, Xinlong Wang, Jia-Wang Bian, Chunhua Shen, Mingyu You

  3412-3420

  2021-05-18

• Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations

  Jiahang Zhang, Lilang Lin, Jiaying Liu

  3427-3435

  2023-06-26

• SkyMoE: A Vision-Language Foundation Model for Enhancing Geospatial Interpretation with Mixture of Experts

  Jiaqi Liu, Ronghao Fu, Lang Sun, Haoran Liu, Xiao Yang, Weipeng Zhang, Xu Na, Zhuoran Duan, Bo Yang

  7168-7178

  2026-03-14