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• Heterogeneous Transfer Learning with RBMs

  Bin Wei, Christopher Pal

  531-536

  2011-08-04

• Game of Gradients: Mitigating Irrelevant Clients in Federated Learning

  Lokesh Nagalapatti, Ramasuri Narayanam

  9046-9054

  2021-05-18

• Learning Representations on the Unit Sphere: Investigating Angular Gaussian and Von Mises-Fisher Distributions for Online Continual Learning

  Nicolas Michel, Giovanni Chierchia, Romain Negrel, Jean-François Bercher

  14350-14358

  2024-03-24

• Not All Parameters Should Be Treated Equally: Deep Safe Semi-supervised Learning under Class Distribution Mismatch

  Rundong He, Zhongyi Han, Yang Yang, Yilong Yin

  6874-6883

  2022-06-28

• AFS: An Attention-Based Mechanism for Supervised Feature Selection

  Ning Gui, Danni Ge, Ziyin Hu

  3705-3713

  2019-07-17

• Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel

  Hansi Jiang, Haoyu Wang, Wenhao Hu, Deovrat Kakde, Arin Chaudhuri

  3991-3998

  2019-07-17

• Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments

  Youyi Song, Jing Qin, Baiying Lei, Kup-Sze Choi

  2018-04-25

• 3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation

  Sungjun Cho, Dae-Woong Jeong, Sung Moon Ko, Jinwoo Kim, Sehui Han, Seunghoon Hong, Honglak Lee, Moontae Lee

  110-118

  2025-04-11

• Towards Learnable Anchor for Deep Multi-View Clustering

  Bocheng Wang, Chusheng Zeng, Mulin Chen, Xuelong Li

  21044-21052

  2025-04-11

• Algorithmic Concept-Based Explainable Reasoning

  Dobrik Georgiev, Pietro Barbiero, Dmitry Kazhdan, Petar Veličković, Pietro Lió

  6685-6693

  2022-06-28

• Tensorized Label Learning via Balanced Tensor Regression

  Guangyu Yang, Yuzhuo Feng, Qin Li, Quanxue Gao, Ming Yang, Rui Wang

  27503-27511

  2026-03-14

• MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights

  Jingjing Hu, Dan Guo, Zhan Si, Deguang Liu, Yunfeng Diao, Jing Zhang, Jinxing Zhou, Meng Wang

  317-325

  2025-04-11

• Learning Production Functions for Supply Chains with Graph Neural Networks

  Serina Chang, Zhiyin Lin, Benjamin Yan, Swapnil Bembde, Qi Xiu, Chi Heem Wong, Yu Qin, Frank Kloster, Xi Luo, Raj Palleti, Jure Leskovec

  27878-27886

  2025-04-11

• Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network

  Jingjing Chen, Liangming Pan, Zhipeng Wei, Xiang Wang, Chong-Wah Ngo, Tat-Seng Chua

  10542-10550

  2020-04-03

• A Unifying Variational Inference Framework for Hierarchical Graph-Coupled HMM with an Application to Influenza Infection

  Kai Fan, Chunyuan Li, Katherine Heller

  2016-03-05

• Graph Neural Network-Based Anomaly Detection in Multivariate Time Series

  Ailin Deng, Bryan Hooi

  4027-4035

  2021-05-18

• Weighted Embeddings for Low-Dimensional Graph Representation

  Thomas Bläsius, Jean-Pierre von der Heydt, Maximilian Katzmann, Nikolai Maas

  15587-15595

  2025-04-11

• Seeing the Unseen Network: Inferring Hidden Social Ties from Respondent-Driven Sampling

  Lin Chen, Forrest Crawford, Amin Karbasi

  2016-02-21

• Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method

  Quanling Zhao, Anthony Hitchcock Thomas, Ari Brin, Xiaofan Yu, Tajana Rosing

  22813-22821

  2025-04-11

• Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces

  Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Lio, Nigel Collier

  6900-6907

  2019-07-17

• Transportable Representations for Domain Generalization

  Kasra Jalaldoust, Elias Bareinboim

  12790-12800

  2024-03-24

• HiTKG: Towards Goal-Oriented Conversations via Multi-Hierarchy Learning

  Jinjie Ni, Vlad Pandelea, Tom Young, Haicang Zhou, Erik Cambria

  11112-11120

  2022-06-28

• ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications

  Changwen Xing, SamZaak Wong, Xinlai Wan, Yanfeng Lu, Mengli Zhang, Zebin Ma, Lei Qi, Zhengxiong Li, Nan Guan, Zhe Jiang, Xi Wang, Jun Yang

  1337-1345

  2026-03-14

• HyperSign: Saliency-Aware Spatial Graphs and Temporal Hypergraphs for Continuous Sign Language Recognition

  Weiyi Ye, Xu-Hua Yang, Dong Wei, Gang-Feng Ma, Yujiao Huang, Xiao-Xin Li

  11973-11981

  2026-03-14

• Causal Representation Learning via Counterfactual Intervention

  Xiutian Li, Siqi Sun, Rui Feng

  3234-3242

  2024-03-24