- Edge-Based Execution of Graph Neural Networks for Protein Interaction Network Analysis in Clinical Oncology
2026/01/21 by Swapin Vidya · 1 voice
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Graph Theory and Algorithms
- MPK: A Compiler and Runtime for Mega-Kernelizing Tensor Programs
2025/12/22 by Xinhao Cheng, Cheng, Xinhao, Zhihao Zhang +37 · 2 citations
Computer Science · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Graph Theory and Algorithms
- Pushing Tensor Accelerators Beyond MatMul in a User-Schedulable Language
2025/12/02 by Yihong Zhang, Zhang, Yihong, Derek Gerstmann +6 · 2 voices
Computer Science · Mathematics · #Graph Theory and Algorithms #Parallel Computing and Optimization Techniques #Tensor decomposition and applications #cs.PL
- MUSEKG: A Knowledge Graph Over Museum Collections
2025/11/20 by Jinhao Li, Li, Jinhao, Jianzhong Qi +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Semantic Web and Ontologies #Graph Theory and Algorithms
- Optimizing Mixture of Block Attention
2025/11/14 by Guangxuan Xiao, Xiao, Guangxuan, Junxian Guo +5 · 1 citation
Computer Science · #Network Packet Processing and Optimization #Graph Theory and Algorithms #Caching and Content Delivery
- GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery
2025/10/17 by Italo Luis da Silva, Hanqi Yan, da Silva, Italo Luis +5 · 1 citation
Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Graph Theory and Algorithms
- Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First
2025/08/31 by Shu Liu, Liu, Shu, Soujanya Ponnapalli +28 · 11 voices · 6 citations
Computer Science · #Big Data and Digital Economy #Semantic Web and Ontologies #Graph Theory and Algorithms
- Batch Query Processing and Optimization for Agentic Workflows
2025/09/02 by Junyi Shen, Shen, Junyi, Noppanat Wadlom +3 · 1 citation
Computer Science · Decision Sciences · #Graph Theory and Algorithms #Big Data and Digital Economy #Scientific Computing and Data Management
- Power Stabilization for AI Training Datacenters
2025/08/20 by Esha Choukse, Brijesh Warrier, Choukse, Esha +120 · 7 voices · 11 citations
Computer Science · #Parallel Computing and Optimization Techniques #Cloud Computing and Resource Management #Graph Theory and Algorithms
- Effective and Efficient Attributed Hypergraph Embedding on Nodes and Hyperedges
2025/08/12 by Yiran Li, G. Y. Guo, Li, Yiran +5 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Graph Theory and Algorithms
- PyG 2.0: Scalable Learning on Real World Graphs
2025/07/22 by Matthias Fey, Fey, Matthias, Akihiro Nitta +21 · 15 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
2025/07/18 by Xiaoya Li, Li, Xiaoya, Albert Wang +5 · 16 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Thick-Thin non-Autonomous Julia Sets
2025/07/17 by Mark Comerford, Comerford, Mark, Hiroki Sumi +1 · 1 citation
Computer Science · #Cellular Automata and Applications #Graph Theory and Algorithms #Advanced Data Storage Technologies
- Bridging Theory and Practice in Link Representation with Graph Neural Networks
2025/06/30 by Veronica Lachi, Francesco Ferrini, Lachi, Veronica +9 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- Transformers are Graph Neural Networks
2025/06/27 by Chaitanya K. Joshi, Joshi, Chaitanya K. · 6 voices · 21 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Ferroelectric and Negative Capacitance Devices #Graph Theory and Algorithms #cs.AI #cs.LG
- GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing
2025/06/24 by Shuyin Xia, Guan Wang, Xia, Shuyin +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #DNA and Biological Computing #FOS: Computer and information sciences #Graph Theory and Algorithms
- Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models
2025/06/17 by Ben Finkelshtein, Finkelshtein, Ben, İsmail İlkan Ceylan +5 · 7 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Social and Information Networks (cs.SI)
- A Survey of Link Prediction in N-ary Knowledge Graphs
2025/06/10 by Jiyao Wei, Saiping Guan, Wei, Jiyao +9 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms
- Adapting to Heterophilic Graph Data with Structure-Guided Neighbor Discovery
2025/06/10 by Víctor M. Tenorio, Madeline Navarro, Tenorio, Victor M. +7 · 2 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Healthcare #Signal Processing (eess.SP) #electronic engineering #information engineering
- On Measuring Long-Range Interactions in Graph Neural Networks
2025/06/06 by Jacob Bamberger, Bamberger, Jacob, Benjamin Gutteridge +6 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning in Healthcare
- Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning
2025/06/04 by Junqi Gao, Xiang Zou, Gao, Junqi +10 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Graph Theory and Algorithms #Topic Modeling
- MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE
2025/05/26 by Lei Zhu, Huang, Zongle, Zongyuan Zhan +12 · 3 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cognitive Computing and Networks #Data Quality and Management #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- FrontierCO: Real-World and Large-Scale Evaluation of Machine Learning Solvers for Combinatorial Optimization
2025/05/22 by Shengyu Feng, Feng, Shengyu, Weiwei Sun +7 · 2 voices · 3 citations
Computer Science · Engineering · #Constraint Satisfaction and Optimization #Vehicle Routing Optimization Methods #Graph Theory and Algorithms
- Generative Graph Pattern Machine
2025/05/22 by Zehong Wang, Zheyuan Zhang, Wang, Zehong +7 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Topic Modeling
- FlashBias: Fast Computation of Attention with Bias
2025/05/17 by Hong Ren Wu, Wu, Haixu, Minghao Guo +10 · 2 citations
Computer Science · #Big Data and Digital Economy #Graph Theory and Algorithms #Stochastic Gradient Optimization Techniques
- Graph Representational Learning: When Does More Expressivity Hurt Generalization?
2025/05/16 by Sohir Maskey, Raffaele Paolino, Maskey, Sohir +7 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Graph Theory and Algorithms
- Determining a graph from its reconfiguration graph
2025/04/28 by Gaétan Berthe, Berthe, Gaétan, Caroline Brosse +9 · 1 citation
Computer Science · Mathematics · #Graph Theory and Algorithms #Graph theory and applications #Interconnection Networks and Systems #cs.DM #math.CO
- NetTAG: A Multimodal RTL-and-Layout-Aligned Netlist Foundation Model via Text-Attributed Graph
2025/04/12 by Wenji Fang, Wenkai Li, Fang, Wenji +9 · 4 citations
Computer Science · #Semantic Web and Ontologies #Graph Theory and Algorithms #Advanced Graph Neural Networks
- Algebraic invariants of multi-virtual links
2025/04/12 by Louis H. Kauffman, Kauffman, Louis H., Sujoy Mukherjee +3 · 1 citation
Computer Science · Physics and Astronomy · #Graph Theory and Algorithms #Complex Network Analysis Techniques #Data Management and Algorithms
- AMP4EC: Adaptive Model Partitioning Framework for Efficient Deep Learning Inference in Edge Computing Environments
2025/04/01 by Guilin Zhang, Zhang, Guilin, Guo, Wulan +4 · 2 citations
Computer Science · #C.2.4 #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #I.2.11 #I.2.6 #Parallel #and Cluster Computing (cs.DC)
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