{"total":15,"rows":[{"id":"2604.02029","title":"The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook","created":"2026-04-02","cited_by_count":43,"area":null},{"id":"2507.20849","title":"Latent Inter-User Difference Modeling for LLM Personalization","created":"2025-07-28","cited_by_count":21,"area":null},{"id":"2604.26283","title":"MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution","created":"2026-04-29","cited_by_count":12,"area":null},{"id":"2603.26680","title":"AlpsBench: An LLM Personalization Benchmark for Real-Dialogue Memorization and Preference Alignment","created":"2026-03-09","cited_by_count":10,"area":null},{"id":"2602.02227","title":"Show, Don't Tell: Morphing Latent Reasoning into Image Generation","created":"2026-02-02","cited_by_count":8,"area":null},{"id":"2506.13229","title":"IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation","created":"2025-06-16","cited_by_count":5,"area":null},{"id":"2509.26093","title":"Reinforced Strategy Optimization for Conversational Recommender Systems via Network-of-Experts","created":"2025-09-30","cited_by_count":4,"area":null},{"id":"2605.24647","title":"Know You Before You Speak: User-State Modeling for LLM Personalization in Multi-Turn Conversation","created":"2026-05-23","cited_by_count":3,"area":null},{"id":"2601.22925","title":"BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models","created":"2026-01-30","cited_by_count":1,"area":null},{"id":"2602.17410","title":"Improving LLM-based Recommendation with Self-Hard Negatives from Intermediate Layers","created":"2026-02-19","cited_by_count":1,"area":null},{"id":"2606.23283","title":"Towards Root Memories: Benchmarking and Enhancing Implicit Logical Memory Retrieval for Personalized LLMs","created":"2026-06-22","cited_by_count":1,"area":null},{"id":"2606.21911","title":"The Pitfall of Scaling Up: Uncovering and Mitigating Popularity Bias Amplification in Scaling Transformer-based Recommenders","created":"2026-06-20","cited_by_count":0,"area":null},{"id":"2609.14565","title":"TATK: Triple-Aware Top-K Learning with Knowledge-Grounded Verification for LLM-based Sequential Recommendation","created":"2026-09-13","cited_by_count":0,"area":null},{"id":"2609.16070","title":"Efficient Multimodal Generative Recommendation with Latent Narrative Reasoning","created":"2026-09-13","cited_by_count":0,"area":null},{"id":"2609.29973","title":"Learning Better Reasoning for Generative Recommendation with Semantic IDs","created":"2026-09-24","cited_by_count":0,"area":null}],"next_cursor":null}