Advances on machine learning of dynamic (temporal) graphs, covering the reading list of recent top academic conferences.
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Updated
May 12, 2026 - Python
Advances on machine learning of dynamic (temporal) graphs, covering the reading list of recent top academic conferences.
world-model-mcp is a signed audit memory server for AI coding agents, delivered as an MCP tool. Every event Ed25519-signed and Merkle-chained; offline-verifiable against pinned public keys. Hosted platform with hybrid post-quantum signing at etch.systems.
Persistent memory for AI coding agents via MCP: a bitemporal knowledge graph of your codebase, served to Claude Code, Cursor, Gemini CLI, and any MCP client. Tree-sitter and Gemini Flash into Neo4j via Graphiti. 14 MCP tools, hierarchical clusters, three-regime confidence decay.
GenPark AI Agent Skill - Reciprocal Rank Fusion (RRF) combining dense vector similarity with graph traversal shortest-path proximity.
GenPark AI Agent Skill - Consolidates episodic dialogue logs into semantic long-term memory summaries with importance decay and salience filters.
GenPark AI Agent Skill - Extracts clean (Subject, Predicate, Object) triplets and temporal relations from unstructured interactions.
GenPark AI Agent Skill - Consolidates episodic dialogue logs into semantic long-term memory summaries with importance decay and salience filters.
GenPark AI Agent Skill - Resolves conversational pronouns and ambiguous entity references to canonical graph entity node identifiers.
GenPark AI Agent Skill - Resolves conversational pronouns and ambiguous entity references to canonical graph entity node identifiers.
GenPark AI Agent Skill - Extracts clean (Subject, Predicate, Object) triplets and temporal relations from unstructured interactions.
GenPark AI Agent Skill - Bitemporal knowledge graph edge manager enforcing valid-time and transaction-time intervals for agent memory.
GenPark AI Agent Skill - Bitemporal knowledge graph edge manager enforcing valid-time and transaction-time intervals for agent memory.
GenPark AI Agent Skill - Reciprocal Rank Fusion (RRF) combining dense vector similarity with graph traversal shortest-path proximity.
Experiments Using Knowledge and Temporal Graphs
Leakage-safe temporal graph fraud detection and investigation workbench
Privacy-aware activity tracking system with semantic search, temporal graphs, and ML-based context prediction
Shared context substrate for AI agents. Retrieval that learns what's useful. Runs local or cloud.
Temporal graph model on DOM
Temporal GraphRAG: dynamic ontology induction for causal memory compression in long-horizon LLM agents. Achieves 1.0 causal recall with 95–98% graph compression across 10K–30K session corpora.
VALI - verification-gated coding platform: Z3-proved refactors, ThoughtGraph reasoning DAG, temporal time-travel over agent edits
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