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Dexin Liu

3 papers hereh-index 428 citations7 works total

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author position
  • sole author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.MA2
  • cs.SE1

identity via Semantic Scholar / OpenAlex

collaborators
Showing cs.MAShow all

2 papers · 1 filter

cs.MA2026

Silent Failure in LLM Agent Systems: The Entropy Principle and the Inevitable Disorder of Autonomous Agents

Dexing Liu

Large Language Model (LLM) agent systems suffer from failures that occur without external triggers -- no injection, no adversarial input, no resource exhaustion. These silent failu…

cs.MA2026

Channel Fracture: Three Instances of Cross-Boundary Silent Delivery Reliability Failures in Multi-Agent Systems

Dexing Liu

We report the discovery of channel fracture, a silent architectural failure in multi-agent systems where information routed across agent boundaries is silently blocked by invisible…

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