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MLSys '21 | Graphiler: Optimizing Graph Neural Networks with Message Passing Data Flow Graph
gnnsys
#370
opened Aug 10, 2023 by
jasperzhong
ATC '23 | TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs
gnnsys
#369
opened Aug 9, 2023 by
jasperzhong
EuroSys '23 | MariusGNN: Resource-Efficient Out-of-Core Training of Graph Neural Networks
gnnsys
#367
opened Aug 9, 2023 by
jasperzhong
ICML '23 | RSC: Accelerate Graph Neural Networks Training via Randomized Sparse Computations
#366
opened Aug 9, 2023 by
jasperzhong
arXiv '21 | WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset
knowledge graph
#358
opened Jul 19, 2023 by
jasperzhong
arXiv '22 | Temporal Knowledge Graph Completion: A Survey
knowledge graph
#349
opened Jun 8, 2023 by
jasperzhong
KDD '22 | TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation
hgnn
gnn for heterogeneous graphs
#347
opened Jun 7, 2023 by
jasperzhong
IEEE Big Data '22 | A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources
hgnn
gnn for heterogeneous graphs
#329
opened May 18, 2023 by
jasperzhong
HPEC '18 | Packed Compressed Sparse Row: A Dynamic Graph Representation
graph processing systems / graph DB
#325
opened Apr 26, 2023 by
jasperzhong
arXiv '22 | Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
computer vision
#319
opened Jul 9, 2022 by
jasperzhong
ICML '21 | Learning Transferable Visual Models From Natural Language Supervision
computer vision
#318
opened Jul 9, 2022 by
jasperzhong
arXiv '22 | Hierarchical Text-Conditional Image Generation with CLIP Latents
computer vision
#317
opened Jul 9, 2022 by
jasperzhong
SC '20 | C-SAW: A Framework for Graph Sampling and Random Walk on GPUs
gnnsys
#316
opened Jul 7, 2022 by
jasperzhong
Eurosys '21 | Accelerating Graph Sampling for Graph Machine Learning using GPUs
gnnsys
#313
opened Jul 6, 2022 by
jasperzhong
VLDB '22 | ByteGNN: Efficient Graph Neural Network Training at Large Scale
gnnsys
#311
opened Jul 3, 2022 by
jasperzhong
SC '20 | Reducing Communication in Graph Neural Network Training
gnnsys
#309
opened Jun 17, 2022 by
jasperzhong
arXiv '22 | Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts
moe
#307
opened Jun 10, 2022 by
jasperzhong
arXiv '22 | Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis
gnn
#306
opened May 24, 2022 by
jasperzhong
arXiv '22 | PaLM: Scaling Language Modeling with Pathways
language model
large-scale-ml
transformer
#295
opened Apr 11, 2022 by
jasperzhong
MLSys '22 | Pathways: Asynchronous Distributed Dataflow for ML
large-scale-ml
rating (5/5)
must read
#294
opened Apr 11, 2022 by
jasperzhong
arXiv '18 | DynGEM: Deep Embedding Method for Dynamic Graphs
gnn
#287
opened Mar 31, 2022 by
jasperzhong
ICC workshop '20 | DistDGL: Distributed Graph Neural Network Training for Billion-Scale Graphs
framework
open source
gnn
gnnsys
rating (5/5)
must read
#283
opened Mar 15, 2022 by
jasperzhong
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