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20222026
most citedAll You Need Is Logs: Improving Code Completion by Learning from Anonymous IDE Usage Logs

1 citations · 1 across the 4 of their papers we have counts for

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cs.LG2026

Rotate the Loop: Blockwise Conformality for Looped Transformers

Alexey Zemtsov, Albina Klepach, Vadim Lomshakov +5

Looped transformers reuse one shared block across many recurrent steps, so depth becomes a quantity that can be spent at runtime rather than a stack of distinct layers. Those extra…

cs.AI2026

AgentLens: Production-Assessed Trajectory Reviews for Coding Agent Evaluation

Andrey Podivilov, Vadim Lomshakov, Sergey Savin +4

We present AgentLens, a production-assessed benchmark for interactive code agents. Most code-agent benchmarks reduce a run to a single bit -- did the task pass? -- but the people w…