[논문리뷰] Think Anywhere in Code GenerationTaozhi Chen이 arXiv에 게시한 'Think Anywhere in Code Generation' 논문에 대한 자세한 리뷰입니다.#Review#Code Generation#Large Language Models#Reasoning#Reinforcement Learning#On-demand Reasoning#Adaptive Computation2026년 3월 31일댓글 수 로딩 중
[논문리뷰] ManCAR: Manifold-Constrained Latent Reasoning with Adaptive Test-Time Computation for Sequential RecommendationarXiv에 게시된 'ManCAR: Manifold-Constrained Latent Reasoning with Adaptive Test-Time Computation for Sequential Recommendation' 논문에 대한 자세한 리뷰입니다.#Review#Sequential Recommendation#Latent Reasoning#Manifold Constraint#Adaptive Computation#Graph Neural Networks#Variational Inference#Teacher Scheduling#Drift Prevention2026년 2월 23일댓글 수 로딩 중
[논문리뷰] Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic SpacearXiv에 게시된 'Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space' 논문에 대한 자세한 리뷰입니다.#Review#Hierarchical Language Model#Concept-Level Reasoning#Dynamic Segmentation#Adaptive Computation#Scaling Laws#Maximal Update Parametrization#Next-Token Prediction#Flash Attention2026년 1월 1일댓글 수 로딩 중
[논문리뷰] SCALE: Selective Resource Allocation for Overcoming Performance Bottlenecks in Mathematical Test-time ScalingarXiv에 게시된 'SCALE: Selective Resource Allocation for Overcoming Performance Bottlenecks in Mathematical Test-time Scaling' 논문에 대한 자세한 리뷰입니다.#Review#LLM Reasoning#Test-time Scaling#Resource Allocation#Dual-process Theory#Mathematical Reasoning#Adaptive Computation#Performance Optimization2025년 12월 1일댓글 수 로딩 중
[논문리뷰] Scaling Latent Reasoning via Looped Language ModelsarXiv에 게시된 'Scaling Latent Reasoning via Looped Language Models' 논문에 대한 자세한 리뷰입니다.#Review#Looped Language Models#Latent Reasoning#Parameter Efficiency#Adaptive Computation#Pre-training Scaling#Knowledge Manipulation#Early Exit Mechanisms#Transformer Architecture2025년 10월 30일댓글 수 로딩 중
[논문리뷰] LiteStage: Latency-aware Layer Skipping for Multi-stage ReasoningarXiv에 게시된 'LiteStage: Latency-aware Layer Skipping for Multi-stage Reasoning' 논문에 대한 자세한 리뷰입니다.#Review#Layer Skipping#Multi-stage Reasoning#Latency Optimization#Early Exit#Small Language Models (LLMs)#Adaptive Computation#Confidence-based Decoding2025년 10월 17일댓글 수 로딩 중