{"total":31,"rows":[{"id":"2511.21395","title":"Monet: Reasoning in Latent Visual Space Beyond Images and Language","created":"2025-11-26","cited_by_count":82,"area":"lr"},{"id":"2510.04573","title":"LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning","created":"2025-10-06","cited_by_count":29,"area":"lr"},{"id":"2512.12623","title":"Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space","created":"2025-12-14","cited_by_count":28,"area":"lr"},{"id":"2511.06411","title":"SofT-GRPO: Surpassing Discrete-Token LLM Reinforcement Learning via Gumbel-Reparameterized Soft-Thinking Policy Optimization","created":"2025-11-09","cited_by_count":21,"area":"lr"},{"id":"2601.08808","title":"Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge","created":"2026-01-13","cited_by_count":16,"area":"lr"},{"id":"2604.27998","title":"Latent-GRPO: Group Relative Policy Optimization for Latent Reasoning","created":"2026-04-30","cited_by_count":10,"area":"lr"},{"id":"2602.11683","title":"ThinkRouter: Efficient Reasoning via Routing Thinking between Latent and Discrete Spaces","created":"2026-02-12","cited_by_count":8,"area":"lr"},{"id":"2604.22709","title":"Thinking Without Words: Efficient Latent Reasoning with Abstract Chain-of-Thought","created":"2026-04-24","cited_by_count":8,"area":"lr"},{"id":"2602.01705","title":"LaDi-RL: Latent Diffusion Reasoning Prevents Entropy Collapse in Reinforcement Learning","created":"2026-02-02","cited_by_count":7,"area":"lr"},{"id":"2604.06374","title":"The Illusion of Superposition? A Principled Analysis of Latent Thinking in Language Models","created":"2026-04-07","cited_by_count":7,"area":"lr"},{"id":"2512.12777","title":"State over Tokens: Characterizing the Role of Reasoning Tokens","created":"2025-12-14","cited_by_count":5,"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":"2602.10229","title":"Latent Thoughts Tuning: Bridging Context and Reasoning with Fused Information in Latent Tokens","created":"2026-02-10","cited_by_count":4,"area":"lr"},{"id":"2604.17892","title":"LEPO: Latent Reasoning Policy Optimization for Large Language Models","created":"2026-04-20","cited_by_count":4,"area":"lr"},{"id":"2606.06447","title":"Latent Reasoning with Normalizing Flows","created":"2026-06-04","cited_by_count":4,"area":"lr"},{"id":"2607.00341","title":"DiscoLoop: Looping Discrete Embeddings and Continuous Hidden States for Multi-hop Reasoning","created":"2026-07-01","cited_by_count":4,"area":"lr"},{"id":"2509.21482","title":"Learning to Reason with Mixture of Tokens","created":"2025-09-25","cited_by_count":3,"area":"lr"},{"id":"2605.12163","title":"Self-Consistent Latent Reasoning: Long Latent Sequence Reasoning for Vision-Language Model","created":"2026-05-12","cited_by_count":3,"area":"lr"},{"id":"2606.20075","title":"What Makes Effective Supervision in Latent Chain-of-Thought: An Information-Theoretic Analysis","created":"2026-06-18","cited_by_count":3,"area":"lr"},{"id":"2602.14917","title":"BFS-PO: Best-First Search for Large Reasoning Models","created":"2026-02-16","cited_by_count":2,"area":"lr"},{"id":"2606.25354","title":"Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing","created":"2026-06-24","cited_by_count":2,"area":"lr"},{"id":"2607.16972","title":"Training Continuous Chain of Thought Models: A Tale of Two Regimes","created":"2026-07-18","cited_by_count":2,"area":"lr"},{"id":"2607.00461","title":"Multimodal Continuous Reasoning via Asymmetric Mutual Variational Learning","created":"2026-07-01","cited_by_count":1,"area":"lr"},{"id":"2607.13454","title":"GeoAnchor: Collaborative Reasoning via Latent Decomposition for 3D Spatial Understanding","created":"2026-07-15","cited_by_count":1,"area":"lr"},{"id":"2606.05859","title":"TARPO: Token-Wise Latent-Explicit Reasoning via Action-Routing Policy Optimization","created":"2026-06-04","cited_by_count":0,"area":"lr"},{"id":"2606.10768","title":"N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization","created":"2026-06-09","cited_by_count":0,"area":"lr"},{"id":"2606.26466","title":"Soft Token Alignment for Cross-Lingual Reasoning","created":"2026-06-25","cited_by_count":0,"area":"lr"},{"id":"2608.31069","title":"A Model with No Head and Many Thoughts","created":"2026-08-31","cited_by_count":0,"area":"lr"},{"id":"2609.38717","title":"Soft Spatial Reasoning","created":"2026-09-30","cited_by_count":0,"area":"lr"},{"id":"2609.39740","title":"LatentHarness: Learning Latent Actions for Memory and Reasoning via Counterfactual Policy Distillation","created":"2026-09-30","cited_by_count":0,"area":"lr"},{"id":"2610.17189","title":"Soft Teacher Forcing","created":"2026-10-12","cited_by_count":0,"area":"lr"}],"next_cursor":null}