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• Selecting Near-Optimal Learners via Incremental Data Allocation

  Ashish Sabharwal, Horst Samulowitz, Gerald Tesauro

  2016-03-02

• Metric Learning for Ordinal Data

  Yuan Shi, Wenzhe Li, Fei Sha

  2016-03-02

• Constrained NMF-Based Multi-View Clustering on Unmapped Data

  Xianchao Zhang, Linlin Zong, Xinyue Liu, Hong Yu

  2015-02-21

• Towards Cognitive Automation of Data Science

  Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby Sow, Gerald Tesauro, Deepak Turaga

  2015-03-04

• Imbalance-Aware Uplift Modeling for Observational Data

  Xuanying Chen, Zhining Liu, Li Yu, Liuyi Yao, Wenpeng Zhang, Yi Dong, Lihong Gu, Xiaodong Zeng, Yize Tan, Jinjie Gu

  6313-6321

  2022-06-28

• Enhancing Noise-Robust Losses for Large-Scale Noisy Data Learning

  Max Staats, Matthias Thamm, Bernd Rosenow

  7006-7014

  2025-04-11

• Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily

  Asela Hevapathige, Asiri Wijesinghe, Ahad N. Zehmakan

  21717-21725

  2026-03-14

• Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing

  Bing Han, Cheng Wang, Kaushik Roy

  6838-6846

  2022-06-28

• Representation Learning for Scale-Free Networks

  Rui Feng, Yang Yang, Wenjie Hu, Fei Wu, Yueting Zhang

  2018-04-25

• Explicitly Perceiving and Preserving the Local Geometric Structures for 3D Point Cloud Attack

  Daizong Liu, Wei Hu

  3576-3584

  2024-03-24

• Novelty Detection for Multispectral Images with Application to Planetary Exploration

  Hannah R Kerner, Danika F Wellington, Kiri L Wagstaff, James F Bell, Chiman Kwan, Heni Ben Amor

  9484-9491

  2019-07-17

• Efficient Active Learning of Halfspaces via Query Synthesis

  Ibrahim Alabdulmohsin, Xin Gao, Xiangliang Zhang

  2015-02-21

• Asymmetric Cross-Modal Knowledge Distillation: Bridging Modalities with Weak Semantic Consistency

  Riling Wei, Kelu Yao, Chuanguang Yang, Jin Wang, Zhuoyan Gao, Chao Li

  10557-10565

  2026-03-14

• SkipPool: Improved Sparse Hierarchical Graph Pooling with Differentiable Exploration

  Sarith Imaduwage

  17546-17554

  2025-04-11

• NASGEM: Neural Architecture Search via Graph Embedding Method

  Hsin-Pai Cheng, Tunhou Zhang, Yixing Zhang, Shiyu Li, Feng Liang, Feng Yan, Meng Li, Vikas Chandra, Hai Li, Yiran Chen

  7090-7098

  2021-05-18

• Feature Transportation Improves Graph Neural Networks

  Moshe Eliasof, Eldad Haber, Eran Treister

  11874-11882

  2024-03-24

• CK12: A Rounded K12 Knowledge Graph Based Benchmark for Chinese Holistic Cognition Evaluation

  Weihao You, Pengcheng Wang, Changlong Li, Zhilong Ji, Jinfeng Bai

  19431-19439

  2024-03-24

• DRFGD: Disentangled Representation-Focused Generative Defense for Attack-Tolerant Cross-Modal Hashing

  Zhongqing Yu, Xin Liu, Yiu-ming Cheung, Zhikai Hu, Wentao Fan, Pan Zhou

  16226-16234

  2026-03-14

• Clear Nights Ahead: Towards Multi-Weather Nighttime Image Restoration

  Yuetong Liu, Yunqiu Xu, Yang Wei, Xiuli Bi, Bin Xiao

  7395-7403

  2026-03-14

• Differentially Describing Groups of Graphs

  Corinna Coupette, Sebastian Dalleiger, Jilles Vreeken

  3959-3967

  2022-06-28

• Replicate, Walk, and Stop on Syntax: An Effective Neural Network Model for Aspect-Level Sentiment Classification

  Yaowei Zheng, Richong Zhang, Samuel Mensah, Yongyi Mao

  9685-9692

  2020-04-03

• Direct Semantic Analysis for Social Image Classification

  Zhiwu Lu, Liwei Wang, Ji-Rong Wen

  2014-06-21

• A Robust and Extensible Tool for Data Integration Using Data Type Models

  Andres Quiroz, Eric Huang, Luca Ceriani

  3993-3998

  2015-01-25

• How Do Data Owners Say No? A Case Study of Data Consent Mechanisms in Web-Scraped Vision-Language AI Training Datasets

  Chung Peng Lee, Rachel Hong, Harry H. Jiang, Aster Plotnik, William Agnew, Jamie Heather Morgenstern

  38808-38816

  2026-03-14

• Towards Realistic Semi-supervised Medical Image Classification

  Wenxue Li, Lie Ju, Feilong Tang, Peng Xia, Xinyu Xiong, Ming Hu, Lei Zhu, Zongyuan Ge

  4968-4976

  2025-04-11