Title
Neural Networks for Vehicle Routing Problem László Kovács Ali Jlidi GNN 44 1 0 17 Sep 2024
Learning incomplete factorization preconditioners for GMRES Paul Hausner Aleix Nieto Juscafresa Jens Sjölund 103 3 0 12 Sep 2024
Mesh-based Super-Resolution of Fluid Flows with Multiscale Graph Neural Networks Shivam Barwey Pinaki Pal Saumil Patel Riccardo Balin Bethany Lusch V. Vishwanath R. Maulik R. Balakrishnan AI4CE 279 1 0 12 Sep 2024
Video-Driven Graph Network-Based Simulators Franciszek Szewczyk Gilles Louppe M. Sabatelli PINN 156 0 0 10 Sep 2024
Detection of False Data Injection Attacks (FDIA) on Power Dynamical Systems With a State Prediction Method Abhijeet Sahu Truc Nguyen Kejun Chen Xiangyu Zhang Malik Hassanaly 106 1 0 06 Sep 2024
Neural Entropy Akhil Premkumar DiffM 201 1 0 05 Sep 2024
On the design space between molecular mechanics and machine learning force fields Yuanqing Wang Kenichiro Takaba Michael S. Chen Marcus Wieder Yuzhi Xu ... Kyunghyun Cho Joe G. Greener Peter K. Eastman Stefano Martiniani M. Tuckerman AI4CE 121 5 0 03 Sep 2024
SympGNNs: Symplectic Graph Neural Networks for identifiying high-dimensional Hamiltonian systems and node classification Alan John Varghese Zhen Zhang George Karniadakis 105 3 0 29 Aug 2024
Towards Graph Prompt Learning: A Survey and Beyond Qingqing Long Yuchen Yan Peiyan Zhang Chen Fang Wentao Cui ... Shiyue Jiang Zheng Fang Chong Chen Xian-Sheng Hua Yuanchun Zhou AI4CE 73 1 0 26 Aug 2024
Representation Learning of Complex Assemblies, An Effort to Improve Corporate Scope 3 Emissions Calculation Ajay Chatterjee Srikanth Ranganathan 131 0 0 21 Aug 2024
Universal Novelty Detection Through Adaptive Contrastive Learning Hossein Mirzaei Mojtaba Nafez Mohammad Jafari Mohammad Bagher Soltani Mohammad Azizmalayeri Jafar Habibi Mohammad Sabokrou M. Rohban 68 6 0 20 Aug 2024
NAVERO: Unlocking Fine-Grained Semantics for Video-Language Compositionality Chaofan Tao Gukyeong Kwon Varad Gunjal Hao Yang Zhaowei Cai Yonatan Dukler Ashwin Swaminathan R. Manmatha Colin Jon Taylor Stefano Soatto CoGe 61 0 0 18 Aug 2024
Joint Graph Rewiring and Feature Denoising via Spectral Resonance Jonas Linkerhagner Cheng Shi Ivan Dokmanić 239 0 0 13 Aug 2024
Body Transformer: Leveraging Robot Embodiment for Policy Learning Carmelo Sferrazza Dun-Ming Huang Fangchen Liu Jongmin Lee Pieter Abbeel LM&Ro 88 14 0 12 Aug 2024
On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey Jingcai Guo Zhijie Rao Zhi Chen Song Guo Jingren Zhou Dacheng Tao 116 3 0 09 Aug 2024
Enhanced Prediction of Multi-Agent Trajectories via Control Inference and State-Space Dynamics Yu Zhang Yongxiang Zou Haoyu Zhang Zeyu Liu Houcheng Li Long Cheng AI4CE 72 1 0 08 Aug 2024
Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks Zepeng Zhang Olga Fink GNN 103 1 0 05 Aug 2024
RICA2: Rubric-Informed, Calibrated Assessment of Actions Abrar Majeedi Viswanatha Reddy Gajjala Satya Sai Srinath Namburi Gnvv Yin Li CML 100 3 0 04 Aug 2024
Non-convolutional Graph Neural Networks Yuanqing Wang N. Scherer-Negenborn GNN 96 5 0 31 Jul 2024
DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning Xi Chen Yun Xiong Siwei Zhang Jiawei Zhang Yao Zhang Shiyang Zhou Xixi Wu Mingyang Zhang Tengfei Liu Weiqiang Wang AI4CE 93 2 0 26 Jul 2024
Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics Mengjie Zhao C. Taal Stephan Baggerohr Olga Fink AI4CE 82 3 0 26 Jul 2024
Masked Graph Learning with Recurrent Alignment for Multimodal Emotion Recognition in Conversation Tao Meng Fuchen Zhang Yuntao Shou Hongen Shao Wei Ai Keqin Li 94 17 0 23 Jul 2024
I Know About "Up"! Enhancing Spatial Reasoning in Visual Language Models Through 3D Reconstruction Zaiqiao Meng Hao Zhou Yifang Chen 66 4 0 19 Jul 2024
Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics Matthias Karlbauer Danielle C. Maddix Abdul Fatir Ansari Boran Han Gaurav Gupta Yuyang Wang Andrew Stuart Michael W. Mahoney AI4TS 103 1 0 19 Jul 2024
Anticipatory Task and Motion Planning Roshan Dhakal Duc M. Nguyen Tom Silver Xuesu Xiao Gregory J. Stein 63 1 0 18 Jul 2024
Dirac--Bianconi Graph Neural Networks -- Enabling Non-Diffusive Long-Range Graph Predictions Christian Nauck R. Gorantla M. Lindner Konstantin Schurholt Antonia S. J. S. Mey Frank Hellmann AI4CE 81 2 0 17 Jul 2024
TinyGraph: Joint Feature and Node Condensation for Graph Neural Networks Yezi Liu Yanning Shen DD 94 5 0 10 Jul 2024
A review of graph neural network applications in mechanics-related domains Yingxue Zhao Haoran Li Haosu Zhou H. Attar Tobias Pfaff Nan Li AI4CE 134 8 0 10 Jul 2024
Predicting 3D Rigid Body Dynamics with Deep Residual Network Abiodun Finbarrs Oketunji PINN AI4CE 70 0 0 09 Jul 2024
LMSeg: A deep graph message-passing network for efficient and accurate semantic segmentation of large-scale 3D landscape meshes Zexian Huang K. Khoshelham Gunditj Mirring Traditional Owners Corporation Martin Tomko 3DV 40 1 0 05 Jul 2024
Learning Geometric Invariant Features for Classification of Vector Polygons with Graph Message-passing Neural Network Zexian Huang K. Khoshelham Martin Tomko 102 1 0 05 Jul 2024
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts Romain Pic Clément Dombry Philippe Naveau Maxime Taillardat 81 0 0 02 Jul 2024
A Fast Learning-Based Surrogate of Electrical Machines using a Reduced Basis Alejandro Ribés Nawfal Benchekroun Théo Delagnes AI4CE 80 1 0 27 Jun 2024
Improving Hyperparameter Optimization with Checkpointed Model Weights Nikhil Mehta Jonathan Lorraine Steve Masson Ramanathan Arunachalam Zaid Pervaiz Bhat James Lucas Arun George Zachariah 107 4 0 26 Jun 2024
SiT: Symmetry-Invariant Transformers for Generalisation in Reinforcement Learning Matthias Weissenbacher Rishabh Agarwal Yoshinobu Kawahara OffRL 60 1 0 21 Jun 2024
FutureNet-LOF: Joint Trajectory Prediction and Lane Occupancy Field Prediction with Future Context Encoding Mingkun Wang Xiaoguang Ren Ruochun Jin Minglong Li Xiaochuan Zhang Changqian Yu Mingxu Wang Wenjing Yang 96 3 0 20 Jun 2024
Graph Neural Networks for Job Shop Scheduling Problems: A Survey Igor G. Smit Jianan Zhou Robbert Reijnen Yaoxin Wu Jian Chen Cong Zhang Zaharah Bukhsh Wim P. M. Nuijten Yingqian Zhang GNN AI4CE 117 11 0 20 Jun 2024
Transferable Watermarking to Self-supervised Pre-trained Graph Encoders by Trigger Embeddings Xiangyu Zhao Hanzhou Wu Xinpeng Zhang 58 1 0 19 Jun 2024
LLARVA: Vision-Action Instruction Tuning Enhances Robot Learning Dantong Niu Yuvan Sharma Giscard Biamby Jerome Quenum Yutong Bai Baifeng Shi Trevor Darrell Roei Herzig LM&Ro VLM 110 27 0 17 Jun 2024
RoboGolf: Mastering Real-World Minigolf with a Reflective Multi-Modality Vision-Language Model Hantao Zhou Tianying Ji Lukas Sommerhalder Michael Goerner Norman Hendrich Jianwei Zhang Fuchun Sun Huazhe Xu 85 0 0 14 Jun 2024
Understanding active learning of molecular docking and its applications Jeonghyeon Kim Juno Nam Seongok Ryu 55 0 0 14 Jun 2024
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention Avinash Kori Francesco Locatello Ainkaran Santhirasekaram Francesca Toni Ben Glocker Fabio De Sousa Ribeiro OCL 97 4 0 11 Jun 2024
Learning Physical Simulation with Message Passing Transformer Zeyi Xu Yifei Li AI4CE 81 1 0 10 Jun 2024
Attention as a Hypernetwork Simon Schug Seijin Kobayashi Yassir Akram João Sacramento Razvan Pascanu GNN 83 5 0 09 Jun 2024
Conv-INR: Convolutional Implicit Neural Representation for Multimodal Visual Signals Zhicheng Cai 88 0 0 06 Jun 2024
A hybrid numerical methodology coupling Reduced Order Modeling and Graph Neural Networks for non-parametric geometries: applications to structural dynamics problems Victor Matray Faisal Amlani Frédéric Feyel David Néron AI4CE 91 5 0 03 Jun 2024
State Space Models on Temporal Graphs: A First-Principles Study Jintang Li Ruofan Wu Xinzhou Jin Boqun Ma Liang Chen Zibin Zheng 116 6 0 03 Jun 2024
Spatio-Spectral Graph Neural Networks Simon Geisler Arthur Kosmala Daniel Herbst Stephan Günnemann 121 9 0 29 May 2024
Causal Action Influence Aware Counterfactual Data Augmentation Núria Armengol Urpí Marco Bagatella Marin Vlastelica Georg Martius CML 64 5 0 29 May 2024
Understanding Transformer Reasoning Capabilities via Graph Algorithms Clayton Sanford Bahare Fatemi Ethan Hall Anton Tsitsulin Seyed Mehran Kazemi Jonathan J. Halcrow Bryan Perozzi Vahab Mirrokni 112 38 0 28 May 2024