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• Precision-Recall versus Accuracy and the Role of Large Data Sets

  Brendan Juba, Hai S. Le

  4039-4048

  2019-07-17

• Improving Model Probability Calibration by Integration of Large Data Sources with Biased Labels

  Renat Sergazinov, Richard Chen, Cheng Ji, Jing Wu, Daniel Cociorva, Hakan Brunzell

  20338-20345

  2025-04-11

• Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering

  Xiaowei Qian, Bingheng Li, Zhao Kang

  14660-14668

  2024-03-24

• Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers

  Masoumeh Soflaei, Hongyu Guo, Ali Al-Bashabsheh, Yongyi Mao, Richong Zhang

  5810-5817

  2020-04-03

• Walking the Web of Concept-Class Relationships in Incrementally Trained Interpretable Models

  Susmit Agrawal, Deepika Vemuri, Sri Siddarth Chakaravarthy P, Vineeth N. Balasubramanian

  15320-15329

  2025-04-11

• Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks

  Yanwei Yue, Guibin Zhang, Haoran Yang, Dawei Cheng

  13152-13160

  2025-04-11

• Learning Patch-Based Dynamic Graph for Visual Tracking

  Chenglong Li, Liang Lin, Wangmeng Zuo, Jin Tang

  2017-02-12

• Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning

  Lingyuan Meng, Ke Liang, Hao Yu, Haotian Wang, Miaomiao Li, Xinwang Liu

  24362-24369

  2026-03-14

• HTG-GCL: Leveraging Hierarchical Topological Granularity from Cellular Complexes for Graph Contrastive Learning

  Qirui Ji, Bin Qin, Yifan Jin, Yunze Zhao, Chuxiong Sun, Changwen Zheng, Jianwen Cao, Jiangmeng Li

  22209-22218

  2026-03-14

• RepBin: Constraint-Based Graph Representation Learning for Metagenomic Binning

  Hansheng Xue, Vijini Mallawaarachchi, Yujia Zhang, Vaibhav Rajan, Yu Lin

  4637-4645

  2022-06-28

• Large Language Model Meets Graph Neural Network in Knowledge Distillation

  Shengxiang Hu, Guobing Zou, Song Yang, Shiyi Lin, Yanglan Gan, Bofeng Zhang, Yixin Chen

  17295-17304

  2025-04-11

• Disentangled Motif-aware Graph Learning for Phrase Grounding

  Zongshen Mu, Siliang Tang, Jie Tan, Qiang Yu, Yueting Zhuang

  13587-13594

  2021-05-18

• Towards Authentic Movie Dubbing with Retrieve-Augmented Director-Actor Interaction Learning

  Rui Liu, Yuan Zhao, Zhenqi Jia

  32114-32122

  2026-03-14

• Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP

  Yating Yu, Congqi Cao, Yueran Zhang, Qinyi Lv, Lingtong Min, Yanning Zhang

  9689-9697

  2025-04-11

• SGMT: Social Generating with Multiview-Guided Tuning In Recommender Systems

  Jianghong Ma, Changran He, Dezhao Yang, Tianjun Wei, Haijun Zhang, Xiaofeng Zhang

  15501-15509

  2026-03-14

• Selective Deep Autoencoder for Unsupervised Feature Selection

  Wael Hassanieh, Abdallah Chehade

  12322-12330

  2024-03-24

• From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs

  Weijie Liu, Hui Qian, Chao Zhang, Jiahao Xie, Zebang Shen, Nenggan Zheng

  4109-4119

  2022-06-28

• TempoQR: Temporal Question Reasoning over Knowledge Graphs

  Costas Mavromatis, Prasanna Lakkur Subramanyam, Vassilis N. Ioannidis, Adesoji Adeshina, Phillip R Howard, Tetiana Grinberg, Nagib Hakim, George Karypis

  5825-5833

  2022-06-28

• Efficient Embeddings of Logical Variables for Query Answering over Incomplete Knowledge Graphs

  Dingmin Wang, Yeyuan Chen, Bernardo Cuenca Grau

  4652-4659

  2023-06-26

• Classifier-induced Reciprocal Points for Multi-label Open-set Recognition

  Yibo Wang, Yong Rui, Min-Ling Zhang

  26643-26651

  2026-03-14

• Deep Hierarchical Graph Convolution for Election Prediction from Geospatial Census Data

  Mike Li, Elija Perrier, Chang Xu

  647-654

  2019-07-17

• Multimodal Gaussian Mixture Variational Autoencoder with Consistency Regularizations

  Yarui Chen, Lehan Hong, Jianlin Shao, Jianning Yang, Tingting Zhao, Yun Liao, Yancui Shi

  3092-3100

  2026-03-14

• Large-Margin Multi-Label Causal Feature Learning

  Chang Xu, Dacheng Tao, Chao Xu

  2015-02-18

• Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees

  Vyacheslav Kungurtsev, Malcolm Egan, Bapi Chatterjee, Dan Alistarh

  8209-8216

  2021-05-18

• AXON: Action Characterization Through Cross-Modal Knowledge Distillation for Neurodiverse Individuals

  Siddhant Bikram Shah, Kristina T. Johnson

  39228-39238

  2026-03-14