Published Papers
Continual learning systems are increasingly deployed in settings where data distributions evolve while labels, environments, and downstream…
Originator: Marius-Constantin Dinu
Long-horizon autonomous research pipelines require stronger guarantees than prompt-level coordination alone. We study a contract-governed or…
Originator: Admin
Recent neurosymbolic Answer Set Programming (ASP) pipelines frequently rely on manual encoding redesign to exploit treewidth-sensitive exact…
Originator: Admin
Multi-objective decision support is fragmented by a representation mismatch: Pareto-set methods, outranking relations, and scalarization-bas…
Originator: Admin
AI-assisted coding systems now influence repository edits, dependency selection, and deployment decisions, which creates coupled attack surf…
Originator: Admin
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