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๐Ÿ—œ๏ธ Graph Compression

Network Compression, Social Graph Storage, Adjacency Encoding, Graph Databases

Memorization in Graph Neural Networks
arxiv.orgยท38m
๐Ÿ•ธ๏ธGraph Embeddings
A 20-Year-Old Algorithm Can Help Us Understand Transformer Embeddings
ai.stanford.eduยท10hยท
Discuss: Hacker News
๐ŸงฎVector Embeddings
Urn Modeling of Random Graphs Across Granularity Scales: A Framework for Origin-Destination Human Mobility Networks
arxiv.orgยท1d
๐Ÿ“กBGP Archaeology
Effective Clustering for Large Multi-Relational Graphs
arxiv.orgยท2d
๐ŸŒŠSpectral Clustering
Breaking the code in network theory: Bimodularity reveals direction of influence in complex systems
phys.orgยท1d
๐ŸŒŠSpectral Clustering
documentdb/documentdb
github.comยท3h
๐Ÿค–Archive Automation
GegenNet: Spectral Convolutional Neural Networks for Link Sign Prediction in Signed Bipartite Graphs
arxiv.orgยท38m
๐Ÿ“ˆSpectral Graph Theory
CORE: Lossless Compression for Retrieval-Augmented LLMs via Reinforcement Learning
arxiv.orgยท38m
โš™๏ธCompression Benchmarking
Automated Literature Synthesis & Knowledge Graph Refinement via Dual-Pass Semantic Parsing
dev.toยท11hยท
Discuss: DEV
๐Ÿ”—Constraint Handling
TRIM: Accelerating High-Dimensional Vector Similarity Search with Enhanced Triangle-Inequality-Based Pruning
arxiv.orgยท2d
๐Ÿ—‚๏ธVector Databases
I Vibecoded my first app
apps.apple.comยท1dยท
Discuss: Hacker News
๐ŸŒ€Brotli Dictionary
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models?
arxiv.orgยท1d
๐ŸŒ€Differential Geometry
Heartbreak as a Service?
syntheticauth.aiยท9hยท
Discuss: Hacker News
๐Ÿ›Digital humanities
Limits of message passing for node classification: How class-bottlenecks restrict signal-to-noise ratio
arxiv.orgยท2d
โง—Information Bottleneck
meetup.com / eventribe alternative for small groups
github.comยท7hยท
Discuss: Hacker News, r/selfhosted
๐ŸŒŠApache Kafka
Future Research in XP Modeling: A Call for Self-Learning Models
hackernoon.comยท12h
โš™๏ธOperating System Design
WoW: A Window-to-Window Incremental Index for Range-Filtering Approximate Nearest Neighbor Search
arxiv.orgยท1d
๐Ÿ—‚๏ธVector Databases
Synthetic Image Detection via Spectral Gaps of QC-RBIM Nishimori Bethe-Hessian Operators
arxiv.orgยท38m
๐ŸŒ€Fractal Compression
MobText-SISA: Efficient Machine Unlearning for Mobility Logs with Spatio-Temporal and Natural-Language Data
arxiv.orgยท38m
๐ŸงชData science
Reconciling Communication Compression and Byzantine-Robustness in Distributed Learning
arxiv.orgยท2d
๐ŸคConsensus Algorithms
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