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• AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries

  Pengwei Liu, Pengkai Wang, Xingyu Ren, Hangjie Yuan, Zhongkai Hao, Chao Xu, Shengze Cai, Dong Ni

  18924-18932

  2025-04-11

• Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks

  Erhu He, Declan Kutscher, Yiqun Xie, Jacob Zwart, Zhe Jiang, Huaxiu Yao, Xiaowei Jia

  28070-28078

  2025-04-11

• Graph Traversal Methods for Reasoning in Large Knowledge-Based Systems

  Abhishek Sharma, Kenneth Forbus

  1255-1261

  2013-06-29

• A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning

  Tianpei Yang, Heng You, Jianye Hao, Yan Zheng, Matthew E. Taylor

  16352-16360

  2024-03-24

• Adaptive Graph Learning for Multimodal Conversational Emotion Detection

  Geng Tu, Tian Xie, Bin Liang, Hongpeng Wang, Ruifeng Xu

  19089-19097

  2024-03-24

• UAG: Uncertainty-aware Attention Graph Neural Network for Defending Adversarial Attacks

  Boyuan Feng, Yuke Wang, Yufei Ding

  7404-7412

  2021-05-18

• The GATTACA Framework: Graph Neural Network-Based Reinforcement Learning for Controlling Biological Networks

  Andrzej Mizera, Jakub Zarzycki

  873-880

  2026-03-14

• Graph-Based Prediction and Planning Policy Network (GP3Net) for Scalable Self-Driving in Dynamic Environments Using Deep Reinforcement Learning

  Jayabrata Chowdhury, Venkataramanan Shivaraman, Suresh Sundaram, PB Sujit

  11606-11614

  2024-03-24

• MIRAGE: Scaling Test-Time Inference with Parallel Graph-Retrieval-Augmented Reasoning Chains

  Kaiwen Wei, Rui Shan, Dongsheng Zou, Jianzhong Yang, Bi Zhao, Junnan Zhu, Jiang Zhong

  33818-33826

  2026-03-14

• Temporal-Aware Evaluation and Learning for Temporal Graph Neural Networks

  Junwei Su, Shan Wu

  20628-20636

  2025-04-11

• Multi-View Differential Mixing and Graph-Guided Structural Region Selection for Cross-Modal Alignment

  Linlin Ji, Li Liu

  22200-22208

  2026-03-14

• GCL-OT: Graph Contrastive Learning with Optimal Transport for Heterophilic Text-Attributed Graphs

  Yating Ren, Yikun Ban, Huobin Tan

  25142-25150

  2026-03-14

• Knowledge Graph Completion with Relation-Aware Anchor Enhancement

  Duanyang Yuan, Sihang Zhou, Xiaoshu Chen, Dong Wang, Ke Liang, Xinwang Liu, Jian Huang

  15239-15247

  2025-04-11

• RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting

  Lei Shu, Liangchen Luo, Jayakumar Hoskere, Yun Zhu, Yinxiao Liu, Simon Tong, Jindong Chen, Lei Meng

  18970-18980

  2024-03-24

• Session Based Click Features for Recency Ranking

  Yoshiyuki Inagaki, Narayanan Sadagopan, Georges Dupret, Anlei Dong, Ciya Liao, Yi Chang, Zhaohui Zheng

  1334-1339

  2010-07-05

• UniAP: Towards Universal Animal Perception in Vision via Few-Shot Learning

  Meiqi Sun, Zhonghan Zhao, Wenhao Chai, Hanjun Luo, Shidong Cao, Yanting Zhang, Jenq-Neng Hwang, Gaoang Wang

  5008-5016

  2024-03-24

• DHCM-CACL: Dynamic Hierarchical Cross-modal Mamba with Confidence-Adaptive Contrastive Learning for Multimodal Emotion Recognition

  Baiqiang Wu, Yang Li

  2164-2172

  2026-03-14

• Explainable Oracle Bone Script Recognition via Multimodal Pictographic Reasoning

  Yin Wu, Zhengxuan Zhang, Jiayu Chen, Chang Xu, Yuyu Luo, Nan Tang, Hui Xiong

  39460-39467

  2026-03-14

• Efficient Axiomatization of OWL 2 EL Ontologies from Data by Means of Formal Concept Analysis

  Francesco Kriegel

  10597-10606

  2024-03-24

• Fast and Data Efficient Reinforcement Learning from Pixels via Non-parametric Value Approximation

  Alexander Long, Alan Blair, Herke van Hoof

  7620-7627

  2022-06-28

• SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias

  Wenqian Ye, Di Wang, Guangtao Zheng, Bohan Liu, Aidong Zhang

  27809-27817

  2026-03-14

• Interpretable and Differentially Private Predictions

  Frederik Harder, Matthias Bauer, Mijung Park

  4083-4090

  2020-04-03

• Structural Entropy Guided Probabilistic Coding

  Xiang Huang, Hao Peng, Li Sun, Hui Lin, Chunyang Liu, Jiang Cao, Philip S. Yu

  17467-17475

  2025-04-11

• Joint Entity and Relation Extraction with a Hybrid Transformer and Reinforcement Learning Based Model

  Ya Xiao, Chengxiang Tan, Zhijie Fan, Qian Xu, Wenye Zhu

  9314-9321

  2020-04-03

• Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent (Abstract Reprint)

  Mohit Kumar, Alexander Valentinitsch, Magdalena Fuchs, Mathias Brucker, Juliana Bowles, Adnan Husakovic, Ali Abbas, Bernhard A. Moser

  39871-39871

  2026-03-14