Laksh Venka

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Publication activitypapers/week, last 8 weeks

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Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Tool Use & Agents (1)

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Ajay Krishna Borra (1)Wenzhuo Yang (1)Samarth Arora (1)Akhilesh Deepak Gotmare (1)

Papers (1)

May 6, 2026

2w ago

CodeEvolve: LLM-Driven Evolutionary Optimization with Runtime-Enriched Target Selection for Multi-Language Code Enhancement

LLM-guided code evolution, when combined with runtime feedback and MCTS, can reliably achieve 15x speedups on real-world Java code, surpassing naive LLM-based optimization.

Ajay Krishna Borra, Wenzhuo Yang, Samarth Arora +9

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Tool Use & Agents

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Laksh Venka

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)