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• HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning

  Xingtong Yu, Yuan Fang, Zemin Liu, Xinming Zhang

  16578-16586

  2024-03-24

• How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View

  Ren Li, Yanan Cao, Qiannan Zhu, Guanqun Bi, Fang Fang, Yi Liu, Qian Li

  5781-5791

  2022-06-28

• Sleep-Like Unsupervised Replay Improves Performance When Data Are Limited or Unbalanced (Student Abstract)

  Anthony Bazhenov, Pahan Dewasurendra, Giri Krishnan, Jean Erik Delanois

  23441-23442

  2024-03-24

• Unleashing the Potential of Large Language Models for Text-to-Image Generation Through Autoregressive Representation Alignment

  Xing Xie, Jiawei Liu, Ziyue Lin, Huijie Fan, Zhi Han, Yandong Tang, Liangqiong Qu

  11105-11113

  2026-03-14

• CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization

  Nan Chen, Mengqi Huang, Zhuowei Chen, Yang Zheng, Lei Zhang, Zhendong Mao

  2123-2131

  2025-04-11

• MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context

  Shuai Lyu, Rongchen Zhang, Zeqi Ma, Fangjian Liao, Dongmei Mo, Waikeung Wong

  5937-5945

  2025-04-11

• C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling

  Yutai Hou, Sanyuan Chen, Wanxiang Che, Cheng Chen, Ting Liu

  13027-13035

  2021-05-18

• Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition

  Zhi Zhang, Shenghua Zhong, Yan Liu

  10252-10260

  2024-03-24

• Spatio-Temporal Meta-Graph Learning for Traffic Forecasting

  Renhe Jiang, Zhaonan Wang, Jiawei Yong, Puneet Jeph, Quanjun Chen, Yasumasa Kobayashi, Xuan Song, Shintaro Fukushima, Toyotaro Suzumura

  8078-8086

  2023-06-26

• Distributional Priors Guided Diffusion for Generating 3D Molecules in Low Data Regimes

  Haokai Hong, Wanyu Lin, Ming Yang, Kay Chen Tan

  21743-21751

  2026-03-14

• STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM

  Yiheng Huang, Xiaowei Mao, Shengnan Guo, Yubin Chen, Junfeng Shen, Tiankuo Li, Youfang Lin, Huaiyu Wan

  11817-11825

  2025-04-11

• A Deep Cascade Network for Unaligned Face Attribute Classification

  Hui Ding, Hao Zhou, Shaohua Zhou, Rama Chellappa

  2018-04-27

• Label Confusion Learning to Enhance Text Classification Models

  Biyang Guo, Songqiao Han, Xiao Han, Hailiang Huang, Ting Lu

  12929-12936

  2021-05-18

• Top-k Hierarchical Classification

  Sechan Oh

  2017-02-13

• Discriminant Projection Representation-Based Classification for Vision Recognition

  Qingxiang Feng, Yicong Zhou

  2018-04-26

• MDP-Based Cost Sensitive Classification Using Decision Trees

  Shlomi Maliah, Guy Shani

  2018-04-29

• Instance Selection: A Bayesian Decision Theory Perspective

  Qingqiang Chen, Fuyuan Cao, Ying Xing, Jiye Liang

  6287-6294

  2022-06-28

• Cross-Class Feature Augmentation for Class Incremental Learning

  Taehoon Kim, Jaeyoo Park, Bohyung Han

  13168-13176

  2024-03-24

• CoreCluster: A Degeneracy Based Graph Clustering Framework

  Christos Giatsidis, Fragkiskos Malliaros, Dimitrios Thilikos, Michalis Vazirgiannis

  2014-06-19

• Spectral Distribution Aware Image Generation

  Steffen Jung, Margret Keuper

  1734-1742

  2021-05-18

• Graph Game Embedding

  Xiaobin Hong, Tong Zhang, Zhen Cui, Yuge Huang, Pengcheng Shen, Shaoxin Li, Jian Yang

  7711-7720

  2021-05-18

• Training on the Benchmark Is Not All You Need

  Shiwen Ni, Xiangtao Kong, Chengming Li, Xiping Hu, Ruifeng Xu, Jia Zhu, Min Yang

  24948-24956

  2025-04-11

• ARC: Adversarial Robust Cuts for Semi-Supervised and Multi-Label Classification

  Sima Behpour, Wei Xing, Brian Ziebart

  2018-04-29

• Deep Metric Learning with Graph Consistency

  Binghui Chen, Pengyu Li, Zhaoyi Yan, Biao Wang, Lei Zhang

  982-990

  2021-05-18

• Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning

  Chaoqun Wang, Xuejin Chen, Shaobo Min, Xiaoyan Sun, Houqiang Li

  2710-2718

  2021-05-18