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• Convergence Analysis of Federated Learning Methods Using Backward Error Analysis

  Jinwoo Lim, Suhyun Kim, Soo-Mook Moon

  18719-18727

  2025-04-11

• Learning Multi-Modal Biomarker Representations via Globally Aligned Longitudinal Enrichments

  Lyujian Lu, Saad Elbeleidy, Lauren Zoe Baker, Hua Wang

  817-824

  2020-04-03

• Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition

  Jielong Tang, Zhenxing Wang, ZiYang Gong, Jianxing Yu, Xiangwei Zhu, Jian Yin

  25246-25254

  2025-04-11

• Exploiting Geometric Structures for Modeling Multi-Agent Behaviors: A New Thinking

  Bohao Qu, Xiaofeng Cao, Bing Li, Menglin Zhang, Tuan-Anh Vu, Di Lin, Qing Guo

  25027-25035

  2026-03-14

• Learning Graph-Structured Sum-Product Networks for Probabilistic Semantic Maps

  Kaiyu Zheng, Andrzej Pronobis, Rajesh Rao

  2018-04-29

• MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging

  Shufeng Kong, Zijie Wang, Nuan Cui, Hao Tang, Yihan Meng, Yuanyuan Wei, Feifan Chen, Yingheng Wang, Zhuo Cai, Yaonan Wang, Yulong Zhang, Yuzheng Li, Zibin Zheng, Caihua Liu, Hao Liang

  38746-38753

  2026-03-14

• Learning Time in Static Classifiers

  Xi Ding, Lei Wang, Piotr Koniusz, Yongsheng Gao

  20816-20825

  2026-03-14

• Light but Sharp: SlimSTAD for Real-Time Action Detection from Sensor Data

  Wei Cui, Lukai Fan, Zhenghua Chen, Min Wu, Shili Xiang, Haixia Wang, Bing Li

  156-165

  2026-03-14

• Time-Varying Clusters in Large-Scale Flow Cytometry

  Jeremy Hyrkas, Daniel Halperin, Bill Howe

  4022-4023

  2015-01-25

• Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning

  Wenjun Miao, Guansong Pang, Xiao Bai, Tianqi Li, Jin Zheng

  4216-4224

  2024-03-24

• Leveraging Common Structure to Improve Prediction across Related Datasets

  Matt Barnes, Nick Gisolfi, Madalina Fiterau, Artur Dubrawski

  2015-03-04

• DIBS: Diversity Inducing Information Bottleneck in Model Ensembles

  Samarth Sinha, Homanga Bharadhwaj, Anirudh Goyal, Hugo Larochelle, Animesh Garg, Florian Shkurti

  9666-9674

  2021-05-18

• Efficient Online Learning for Mapping Kernels on Linguistic Structures

  Giovanni Da San Martino, Alessandro Sperduti, Fabio Aiolli, Alessandro Moschitti

  3421-3428

  2019-07-17

• THGB: A Comprehensive Benchmark for Text-attributed Heterogeneous Graphs

  Lixin Zhou, Zemin Liu, Yuan Fang, Dan Niu, Jing Ying

  28973-28981

  2026-03-14

• Gaussian Uncertainty-Driven Multi-Model Fitting with Graph Neural Network

  Ligang Zhang, Jun Li, Qiming Li

  12609-12617

  2026-03-14

• LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph

  Tu Ao, Yanhua Yu, Yuling Wang, Yang Deng, Zirui Guo, Liang Pang, Pinghui Wang, Tat-Seng Chua, Xiao Zhang, Zhen Cai

  23424-23432

  2025-04-11

• Amplifying Diversity and Quality in Commonsense Knowledge Graph Completion (Student Abstract)

  Liu Yu, Fenghui Tian, Ping Kuang, Fan Zhou

  23699-23700

  2024-03-24

• TD²-Net: Toward Denoising and Debiasing for Video Scene Graph Generation

  Xin Lin, Chong Shi, Yibing Zhan, Zuopeng Yang, Yaqi Wu, Dacheng Tao

  3495-3503

  2024-03-24

• Learn2Aggregate: Supervised Generation of Chvatal-Gomory Cuts Using Graph Neural Networks

  Arnaud Deza, Elias B. Khalil, Zhenan Fan, Zirui Zhou, Yong Zhang

  26947-26954

  2025-04-11

• KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits

  Peng Xu, Yapeng Li, Tinghuan Chen, Tsung-Yi Ho, Bei Yu

  1355-1363

  2026-03-14

• Scene Graph Embeddings Using Relative Similarity Supervision

  Paridhi Maheshwari, Ritwick Chaudhry, Vishwa Vinay

  2328-2336

  2021-05-18

• GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction

  Yuwei Miao, Yuzhi Guo, Hehuan Ma, Jingquan Yan, Feng Jiang, Rui Liao, Junzhou Huang

  622-630

  2025-04-11

• Beyond Homophily: Graph Contrastive Learning with Macro-Micro Message Passing

  Yiyuan Chen, Donghai Guan, Weiwei Yuan, Tianzi Zang

  15948-15956

  2025-04-11

• Hybrid Graph Neural Networks for Few-Shot Learning

  Tianyuan Yu, Sen He, Yi-Zhe Song, Tao Xiang

  3179-3187

  2022-06-28

• Generic Adversarial Attack Framework Against Graph-based Vertical Federated Learning

  Yimin Liu, Peng Jiang, Qi Liu, Liehuang Zhu

  35662-35670

  2026-03-14