6 citations · 15 across the 21 of their papers we have counts for
7 papers · 1 filter
PAACE: A Plan-Aware Automated Agent Context Engineering Framework
Kamer Ali Yuksel
Large Language Model (LLM) agents are increasingly deployed in complex, multi-step workflows involving planning, tool use, reflection, and interaction with external knowledge syste…
EvoLattice: Persistent Internal-Population Evolution through Multi-Alternative Quality-Diversity Graph Representations for LLM-Guided Program Discovery
Kamer Ali Yuksel
Large language models (LLMs) are increasingly used to evolve programs and multi-agent systems, yet most existing approaches rely on overwrite-based mutations that maintain only a s…
AI Co-Artist: A LLM-Powered Framework for Interactive GLSL Shader Animation Evolution
Kamer Ali Yuksel, Hassan Sawaf
Creative coding and real-time shader programming are at the forefront of interactive digital art, enabling artists, designers, and enthusiasts to produce mesmerizing, complex visua…
Efficient Machine Translation Corpus Generation: Integrating Human-in-the-Loop Post-Editing with Large Language Models
Kamer Ali Yuksel, Ahmet Gunduz, Abdul Baseet Anees +1
This paper introduces an advanced methodology for machine translation (MT) corpus generation, integrating semi-automated, human-in-the-loop post-editing with large language models…
MediaMind: Revolutionizing Media Monitoring using Agentification
Ahmet Gunduz, Kamer Ali Yuksel, Hassan Sawaf
In an era of rapid technological advancements, agentification of software tools has emerged as a critical innovation, enabling systems to function autonomously and adaptively. This…
ChameleonLLM: Batch-Aware Dynamic Low-Rank Adaptation via Inference-Time Clusters
Kamer Ali Yuksel, Hassan Sawaf
Recent advances in large language models (LLMs) have shown remarkable performance across diverse tasks. However, these models are typically deployed with fixed weights, which limit…
AlphaSharpe: LLM-Driven Discovery of Robust Risk-Adjusted Metrics
Kamer Ali Yuksel, Hassan Sawaf
Financial metrics like the Sharpe ratio are pivotal in evaluating investment performance by balancing risk and return. However, traditional metrics often struggle with robustness a…