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• Efficient Classification with Adaptive KNN

  Puning Zhao, Lifeng Lai

  11007-11014

  2021-05-18

• Vertical Domain Text Classification: Towards Understanding IT Tickets Using Deep Neural Networks

  Jianglei Han, Mohammad Akbari

  2018-04-29

• Enhancing Multi-Label Classification via Dynamic Label-Order Learning

  Jiangnan Li, Yice Zhang, Shiwei Chen, Ruifeng Xu

  18527-18535

  2024-03-24

• Attention Based LSTM for Target Dependent Sentiment Classification

  Min Yang, Wenting Tu, Jingxuan Wang, Fei Xu, Xiaojun Chen

  2017-02-12

• Active Inference for Collective Classification

  Mustafa Bilgic, Lise Getoor

  1652-1655

  2010-07-05

• Semi-Supervised Multinomial Naive Bayes for Text Classification by Leveraging Word-Level Statistical Constraint

  Li Zhao, Minlie Huang, Ziyu Yao, Rongwei Su, Yingying Jiang, Xiaoyan Zhu

  2016-03-05

• Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer

  Sunan He, Taian Guo, Tao Dai, Ruizhi Qiao, Xiujun Shu, Bo Ren, Shu-Tao Xia

  808-816

  2023-06-26

• Transferable Post-hoc Calibration on Pretrained Transformers in Noisy Text Classification

  Jun Zhang, Wen Yao, Xiaoqian Chen, Ling Feng

  13940-13948

  2023-06-26

• Context-Sensitive Twitter Sentiment Classification Using Neural Network

  Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji

  2016-02-21

• LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification

  Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang

  7987-7994

  2021-05-18

• AdaBoost.C2: Boosting Classifiers Chains for Multi-Label Classification

  Jiaxuan Li, Xiaoyan Zhu, Jiayin Wang

  8580-8587

  2023-06-26

• Simple Weak Coresets for Non-decomposable Classification Measures

  Jayesh Malaviya, Anirban Dasgupta, Rachit Chhaya

  14289-14296

  2024-03-24

• A Multi-Factor Classification Framework for Completing Users’ Fuzzy Queries (Student Abstract)

  Yaning Zhang, Liangqing Wu, Yangyang Wang, Jia Wang, Xiaoguang Yu, Shuangyong Song, Youzheng Wu, Xiaodong He

  13113-13114

  2022-06-28

• The Constrained Laplacian Rank Algorithm for Graph-Based Clustering

  Feiping Nie, Xiaoqian Wang, Michael Jordan, Heng Huang

  2016-03-02

• Convex Subspace Representation Learning from Multi-View Data

  Yuhong Guo

  387-393

  2013-06-30

• HARP: Hierarchical Representation Learning for Networks

  Haochen Chen, Bryan Perozzi, Yifan Hu, Steven Skiena

  2018-04-26

• Axiomatic Characterization of Data-Driven Influence Measures for Classification

  Jakub Sliwinski, Martin Strobel, Yair Zick

  718-725

  2019-07-17

• Dynamics-Based Feature Augmentation of Graph Neural Networks for Variant Emergence Prediction

  Majd Al Aawar, Srikar Mutnuri, Mansooreh Montazerin, Ajitesh Srivastava

  27793-27801

  2025-04-11

• Perceive, Act and Correct: Confidence Is Not Enough for Hyperspectral Classification

  Muzhou Yang, Wuzhou Quan, Mingqiang Wei

  11631-11639

  2026-03-14

• MEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues

  Kuluhan Binici, Abhinav Ramesh Kashyap, Viktor Schlegel, Andy T. Liu, Vijay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F. Chen, Stefan Winkler

  23496-23504

  2025-04-11

• Multi-View Domain Adaptive Object Detection on Camera Networks

  Yan Lu, Zhun Zhong, Yuanchao Shu

  8966-8974

  2023-06-26

• Towards Fair Graph Federated Learning via Incentive Mechanisms

  Chenglu Pan, Jiarong Xu, Yue Yu, Ziqi Yang, Qingbiao Wu, Chunping Wang, Lei Chen, Yang Yang

  14499-14507

  2024-03-24

• Semi-Supervised Synthetic Data Generation with Fine-Grained Relevance Control for Short Video Search Relevance Modeling

  Haoran Li, Zhiming Su, Junyan Yao, Enwei Zhang, Yang Ji, Yan Chen, Kan Zhou, Chao Feng, Jiao Ran

  31591-31599

  2026-03-14

• From Shared Subspaces to Shared Landmarks: A Robust Multi-Source Classification Approach

  Sarah Erfani, Mahsa Baktashmotlagh, Masud Moshtaghi, Vinh Nguyen, Christopher Leckie, James Bailey, Kotagiri Ramamohanarao

  2017-02-13

• CoLAL: Co-learning Active Learning for Text Classification

  Linh Le, Genghong Zhao, Xia Zhang, Guido Zuccon, Gianluca Demartini

  13337-13345

  2024-03-24