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• Formal Logic Enabled Personalized Federated Learning through Property Inference

  Ziyan An, Taylor T. Johnson, Meiyi Ma

  10882-10890

  2024-03-24

• Robust Semi-Supervised Learning through Label Aggregation

  Yan Yan, Zhongwen Xu, Ivor Tsang, Guodong Long, Yi Yang

  2016-03-02

• HealSplit: Towards Self-Healing Through Adversarial Distillation in Split Federated Learning

  Yuhan Xie, Chen Lyu

  35931-35939

  2026-03-14

• Advancing Research on Equitable AI Education Through a Focus on Implementation: Insights from a Middle School Computer Vision Module Beta-Test

  Christina A. Bosch, Mary Cate Gustafson-Quiett, Samar Abu Hegly, Sarah Wharton, John Masla, Lydia Guterman, Calvin Macatantan, Eric Klopfer, Hal Abelson, Cynthia Breazeal

  29120-29127

  2025-04-11

• Enriching Multimodal Sentiment Analysis Through Textual Emotional Descriptions of Visual-Audio Content

  Sheng Wu, Dongxiao He, Xiaobao Wang, Longbiao Wang, Jianwu Dang

  1601-1609

  2025-04-11

• Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization

  Beier Zhu, Yulei Niu, Saeil Lee, Minhoe Hur, Hanwang Zhang

  3834-3842

  2023-06-26

• Shuffled Deep Regression

  Masahiro Kohjima

  13238-13245

  2024-03-24

• Never Retreat, Never Retract: Argumentation Analysis for Political Speeches

  Stefano Menini, Elena Cabrio, Sara Tonelli, Serena Villata

  2018-04-26

• Transductive Zero-Shot Recognition via Shared Model Space Learning

  Yuchen Guo, Guiguang Ding, Xiaoming Jin, Jianmin Wang

  2016-03-05

• Imbalanced Label Distribution Learning

  Xingyu Zhao, Yuexuan An, Ning Xu, Jing Wang, Xin Geng

  11336-11344

  2023-06-26

• Instance-Conditional Timescales of Decay for Non-Stationary Learning

  Nishant Jain, Pradeep Shenoy

  12773-12781

  2024-03-24

• The Influence of Dimensions on the Complexity of Computing Decision Trees

  Stephen G. Kobourov, Maarten Löffler, Fabrizio Montecchiani, Marcin Pilipczuk, Ignaz Rutter, Raimund Seidel, Manuel Sorge, Jules Wulms

  8343-8350

  2023-06-26

• Nearest-Neighbor Sampling Based Conditional Independence Testing

  Shuai Li, Ziqi Chen, Hongtu Zhu, Christina Dan Wang, Wang Wen

  8631-8639

  2023-06-26

• GradPU: Positive-Unlabeled Learning via Gradient Penalty and Positive Upweighting

  Songmin Dai, Xiaoqiang Li, Yue Zhou, Xichen Ye, Tong Liu

  7296-7303

  2023-06-26

• Stable Adversarial Learning under Distributional Shifts

  Jiashuo Liu, Zheyan Shen, Peng Cui, Linjun Zhou, Kun Kuang, Bo Li, Yishi Lin

  8662-8670

  2021-05-18

• Efficient Asynchronous Federated Learning with Prospective Momentum Aggregation and Fine-Grained Correction

  Yu Zang, Zhe Xue, Shilong Ou, Lingyang Chu, Junping Du, Yunfei Long

  16642-16650

  2024-03-24

• Towards Enabling Learnware to Handle Unseen Jobs

  Yu-Jie Zhang, Yu-Hu Yan, Peng Zhao, Zhi-Hua Zhou

  10964-10972

  2021-05-18

• The Effect of Diversity in Meta-Learning

  Ramnath Kumar, Tristan Deleu, Yoshua Bengio

  8396-8404

  2023-06-26

• Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention

  Ying-Yu Chen, Jun-Wei Hsieh, Xin Li, Ming-Ching Chang

  11434-11442

  2024-03-24

• SCRUPLES: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes

  Nicholas Lourie, Ronan Le Bras, Yejin Choi

  13470-13479

  2021-05-18

• Unleashing the Power of Image-Tabular Self-Supervised Learning via Breaking Cross-Tabular Barriers

  Yibing Fu, Yunpeng Zhao, Zhitao Zeng, Cheng Chen, Yueming Jin

  4049-4057

  2026-03-14

• Uncertainty-Aware Multi-View Representation Learning

  Yu Geng, Zongbo Han, Changqing Zhang, Qinghua Hu

  7545-7553

  2021-05-18

• Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks

  Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, Mahsa Baktashmotlagh, Yang Yang

  5021-5028

  2020-04-03

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

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

  27477-27485

  2026-03-14

• CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning

  Eloy Geenjaar, Lie Lu

  16781-16789

  2025-04-11