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• Deep Learning for Case-Based Reasoning Through Prototypes: A Neural Network That Explains Its Predictions

  Oscar Li, Hao Liu, Chaofan Chen, Cynthia Rudin

  2018-04-29

• Neural Architecture and Hyperparameter Selection Through Meta-Learning on Time Series

  Erfan Moeini, Christopher Vox, Marie Anastacio, Wadie Skaf, Mitra Baratchi, Holger H. Hoos

  24405-24413

  2026-03-14

• Conformal Crystal Graph Transformer with Robust Encoding of Periodic Invariance

  Yingheng Wang, Shufeng Kong, John M. Gregoire, Carla P. Gomes

  283-291

  2024-03-25

• Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract)

  Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao, Dingjun Hao, Zhen Qian, Demetri Terzopoulos

  13815-13816

  2020-04-03

• When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract)

  Shumin Deng, Ningyu Zhang, Zhanlin Sun, Jiaoyan Chen, Huajun Chen

  13773-13774

  2020-04-03

• Differentially Private and Fair Classification via Calibrated Functional Mechanism

  Jiahao Ding, Xinyue Zhang, Xiaohuan Li, Junyi Wang, Rong Yu, Miao Pan

  622-629

  2020-04-03

• Incorporating Context-Relevant Knowledge into Convolutional Neural Networks for Short Text Classification

  Jingyun Xu, Yi Cai

  10067-10068

  2019-07-17

• Multi-Label Classification with Incremental and Decremental Features

  Mingdie Jiang, Quanjiang Li, Tingjin Luo, Yiping Song, Chenping Hou

  22345-22353

  2026-03-14

• Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification

  Beier Zhu, Yulei Niu, Xian-Sheng Hua, Hanwang Zhang

  3589-3597

  2022-06-28

• PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification

  Tomer Golany, Kira Radinsky

  557-564

  2019-07-17

• SemLa: A Visual Analysis System for Fine-Grained Text Classification

  Munkhtulga Battogtokh, Cosmin Davidescu, Michael Luck, Rita Borgo

  23772-23774

  2024-03-24

• Minimum-Length Conformal Prediction Sets for Ordinal Classification

  Zijian Zhang, Xinyu Chen, Yuanjie Shi, Liyuan Lillian Ma, Zifan Xu, Yan Yan

  28662-28670

  2026-03-14

• Transparent Classification with Multilayer Logical Perceptrons and Random Binarization

  Zhuo Wang, Wei Zhang, Ning LIU, Jianyong Wang

  6331-6339

  2020-04-03

• Label Hallucination for Few-Shot Classification

  Yiren Jian, Lorenzo Torresani

  7005-7014

  2022-06-28

• I-CEE: Tailoring Explanations of Image Classification Models to User Expertise

  Yao Rong, Peizhu Qian, Vaibhav Unhelkar, Enkelejda Kasneci

  21545-21553

  2024-03-24

• Effective Slot Filling via Weakly-Supervised Dual-Model Learning

  Jue Wang, Ke Chen, Lidan Shou, Sai Wu, Gang Chen

  13952-13960

  2021-05-18

• Advancing Retrosynthesis with Retrieval-Augmented Graph Generation

  Anjie Qiao, Zhen Wang, Jiahua Rao, Yuedong Yang, Zhewei Wei

  20004-20013

  2025-04-11

• Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction

  Mohan Gao, Kexin Xu, Xiaofeng Gao, Tengwei Cai, Haoyuan Ge

  11681-11689

  2025-04-11

• Sign-Aware Multimodal Graph Recommendation

  Yahong Lian, Haotian Tian, Chunyao Song, Tingjian Ge

  15225-15233

  2026-03-14

• Using Unsupervised Learning for Data-driven Procurement Demand Aggregation

  Eran Shaham, Adam Westerski, Rajaraman Kanagasabai, Amudha Narayanan, Samuel Ong, Jiayu Wong, Manjeet Singh

  15175-15184

  2021-05-18

• Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations

  Ke Liang, Sihang Zhou, Meng Liu, Yue Liu, Wenxuan Tu, Yi Zhang, Liming Fang, Zhe Liu, Xinwang Liu

  8733-8741

  2024-03-24

• Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs

  Kosta Ristovski, Vladan Radosavljevic, Slobodan Vucetic, Zoran Obradovic

  840-846

  2013-06-30

• RPGen: Robust and Differentially Private Synthetic Image Generation

  Zihao Wang, Hao Peng, Wei Dong, Yuecen Wei, Li Sun, Zhengtao Yu

  10449-10457

  2026-03-14

• Semi-Supervised Multi-View Multi-Label Learning with View-Specific Transformer and Enhanced Pseudo-Label

  Quanjiang Li, Tingjin Luo, Mingdie Jiang, Zhangqi Jiang, Chenping Hou, Feijiang Li

  18430-18438

  2025-04-11

• Pedestrian Attribute Recognition: A New Benchmark Dataset and a Large Language Model Augmented Framework

  Jiandong Jin, Xiao Wang, Qian Zhu, Haiyang Wang, Chenglong Li

  4138-4146

  2025-04-11