{"total":15,"rows":[{"id":"2509.23808","title":"Semantic-Space Exploration and Exploitation in RLVR for LLM Reasoning","created":"2025-09-28","cited_by_count":17,"area":"lr"},{"id":"2511.06209","title":"ReProbe: Efficient Test-Time Scaling of Multi-Step Reasoning by Probing Internal States of Large Language Models","created":"2025-11-09","cited_by_count":10,"area":"lr"},{"id":"2601.11340","title":"Neural Chain-of-Thought Search: Searching the Optimal Reasoning Path to Enhance Large Language Models","created":"2026-01-16","cited_by_count":8,"area":"lr"},{"id":"2602.12916","title":"Reliable Thinking with Images","created":"2026-02-13","cited_by_count":5,"area":"lr"},{"id":"2509.25827","title":"Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling","created":"2025-09-30","cited_by_count":4,"area":"lr"},{"id":"2510.13170","title":"Putting on the Thinking Hats: A Survey on Chain of Thought Fine-tuning from the Perspective of Human Reasoning Mechanism","created":"2025-10-15","cited_by_count":4,"area":"lr"},{"id":"2603.00578","title":"Draft-Thinking: Learning Efficient Reasoning in Long Chain-of-Thought LLMs","created":"2026-02-28","cited_by_count":3,"area":"lr"},{"id":"2508.12265","title":"Fast, Slow, and Tool-augmented Thinking for LLMs: A Review","created":"2025-08-17","cited_by_count":2,"area":"lr"},{"id":"2603.17449","title":"TRiMS: Real-Time Tracking of Minimal Sufficient Length for Efficient Reasoning via RL","created":"2026-03-18","cited_by_count":2,"area":"lr"},{"id":"2605.01133","title":"When Embedding-Based Defenses Fail: Rethinking Safety in LLM-Based Multi-Agent Systems","created":"2026-05-01","cited_by_count":2,"area":"lr"},{"id":"2601.09259","title":"MAXS: Meta-Adaptive Exploration with LLM Agents","created":"2026-01-14","cited_by_count":1,"area":"lr"},{"id":"2604.11025","title":"Test-time Scaling over Perception: Resolving the Grounding Paradox in Thinking with Images","created":"2026-04-13","cited_by_count":1,"area":"lr"},{"id":"2605.15100","title":"Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling","created":"2026-05-14","cited_by_count":1,"area":"lr"},{"id":"2605.26849","title":"Uncertainty-Aware Budget Allocation for Adaptive Test-Time Reasoning","created":"2026-05-26","cited_by_count":0,"area":"lr"},{"id":"2606.06915","title":"ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning","created":"2026-06-05","cited_by_count":0,"area":"lr"}],"next_cursor":null}