{"total":76,"rows":[{"id":"2502.11528","title":"A Survey of Personalized Large Language Models: Progress and Future Directions","created":"2025-02-17","cited_by_count":71,"area":null},{"id":"2409.12740","title":"HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling","created":"2024-09-19","cited_by_count":63,"area":null},{"id":"2503.17003","title":"A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications","created":"2025-03-21","cited_by_count":42,"area":"alignment"},{"id":"2409.11901","title":"LLMs + Persona-Plug = Personalized LLMs","created":"2024-09-18","cited_by_count":32,"area":null},{"id":"2503.06358","title":"Language Model Personalization via Reward Factorization","created":"2025-03-08","cited_by_count":31,"area":"alignment"},{"id":"2504.10147","title":"A Survey of Personalization: From RAG to Agent","created":"2025-04-14","cited_by_count":27,"area":"rag"},{"id":"2503.16734","title":"Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models","created":"2025-03-20","cited_by_count":26,"area":"mllm"},{"id":"2507.20849","title":"Latent Inter-User Difference Modeling for LLM Personalization","created":"2025-07-28","cited_by_count":21,"area":null},{"id":"2502.17898","title":"VeriPlan: Integrating Formal Verification and LLMs into End-User Planning","created":"2025-02-25","cited_by_count":20,"area":null},{"id":"2507.04607","title":"PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process","created":"2025-07-07","cited_by_count":18,"area":"lr"},{"id":"2510.16282","title":"Instant Personalized Large Language Model Adaptation via Hypernetwork","created":"2025-10-18","cited_by_count":18,"area":null},{"id":"2504.16420","title":"A Survey of Foundation Model-Powered Recommender Systems: From Feature-Based, Generative to Agentic Paradigms","created":"2025-04-23","cited_by_count":17,"area":"agents"},{"id":"2509.22820","title":"MMPB: It's Time for Multi-Modal Personalization","created":"2025-09-26","cited_by_count":14,"area":null},{"id":"2602.22680","title":"Toward Personalized LLM-Powered Agents: Foundations, Evaluation, and Future Directions","created":"2026-02-26","cited_by_count":14,"area":"agents"},{"id":"2409.04421","title":"RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs","created":"2024-09-06","cited_by_count":13,"area":null},{"id":"2510.21903","title":"TOM-SWE: User Mental Modeling For Software Engineering Agents","created":"2025-10-24","cited_by_count":13,"area":"agents"},{"id":"2406.17803","title":"Understanding the Role of User Profile in the Personalization of Large Language Models","created":"2024-06-22","cited_by_count":11,"area":null},{"id":"2411.02408","title":"AI on My Shoulder: Supporting Emotional Labor in Front-Office Roles with an LLM-based Empathetic Coworker","created":"2024-10-18","cited_by_count":11,"area":null},{"id":"2505.17051","title":"Embedding-to-Prefix: Parameter-Efficient Personalization for Pre-Trained Large Language Models","created":"2025-05-16","cited_by_count":10,"area":null},{"id":"2505.03824","title":"Memory Assisted LLM for Personalized Recommendation System","created":"2025-05-03","cited_by_count":9,"area":null},{"id":"2410.16780","title":"Beyond Retrieval: Generating Narratives in Conversational Recommender Systems","created":"2024-10-22","cited_by_count":8,"area":"lr"},{"id":"2412.18176","title":"Molar: Multimodal LLMs with Collaborative Filtering Alignment for Enhanced Sequential Recommendation","created":"2024-12-24","cited_by_count":7,"area":"mllm"},{"id":"2505.13044","title":"CAIM: Development and Evaluation of a Cognitive AI Memory Framework for Long-Term Interaction with Intelligent Agents","created":"2025-05-19","cited_by_count":7,"area":"agents"},{"id":"2412.08604","title":"Preference Discerning with LLM-Enhanced Generative Retrieval","created":"2024-12-11","cited_by_count":6,"area":null},{"id":"2502.10636","title":"USER-VLM 360: Personalized Vision Language Models with User-aware Tuning for Social Human-Robot Interactions","created":"2025-02-15","cited_by_count":6,"area":"mllm"},{"id":"2510.09905","title":"The Personalization Trap: How User Memory Alters Emotional Reasoning in LLMs","created":"2025-10-10","cited_by_count":6,"area":"lr"},{"id":"2505.18071","title":"Extended Inductive Reasoning for Personalized Preference Inference from Behavioral Signals","created":"2025-05-23","cited_by_count":5,"area":"lr"},{"id":"2409.11699","title":"FLARE: Fusing Language Models and Collaborative Architectures for Recommender Enhancement","created":"2024-09-18","cited_by_count":4,"area":null},{"id":"2504.01700","title":"Reasoning LLMs for User-Aware Multimodal Conversational Agents","created":"2025-04-02","cited_by_count":4,"area":"lr"},{"id":"2602.00742","title":"CURP: Codebook-based Continuous User Representation for Personalized Generation with LLMs","created":"2026-01-31","cited_by_count":4,"area":null},{"id":"2503.00124","title":"Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks","created":"2025-02-28","cited_by_count":3,"area":null},{"id":"2601.04963","title":"Text as a Universal Interface for Transferable Personalization","created":"2026-01-08","cited_by_count":3,"area":null},{"id":"2602.00793","title":"SpeechLess: Micro-utterance with Personalized Spatial Memory-aware Assistant in Everyday Augmented Reality","created":"2026-01-31","cited_by_count":3,"area":null},{"id":"2411.03287","title":"The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare","created":"2024-11-05","cited_by_count":2,"area":null},{"id":"2502.10642","title":"Demographic User Modeling for Social Robotics with Multimodal Pre-trained Models","created":"2025-02-15","cited_by_count":2,"area":null},{"id":"2503.11924","title":"REGEN: A Dataset and Benchmarks with Natural Language Critiques and Narratives","created":"2025-03-14","cited_by_count":2,"area":null},{"id":"2511.07223","title":"NoteEx: Interactive Visual Context Manipulation for LLM-Assisted Exploratory Data Analysis in Computational Notebooks","created":"2025-11-10","cited_by_count":2,"area":null},{"id":"2406.16833","title":"USDC: A Dataset of $\\underline{U}$ser $\\underline{S}$tance and $\\underline{D}$ogmatism in Long $\\underline{C}$onversations","created":"2024-06-24","cited_by_count":1,"area":null},{"id":"2510.11016","title":"Instruction-aware User Embedding via Synergistic Language and Representation Modeling","created":"2025-10-13","cited_by_count":1,"area":null},{"id":"2601.17622","title":"Memento: Towards Proactive Visualization of Everyday Memories with Personal Wearable AR Assistant","created":"2026-01-24","cited_by_count":1,"area":null},{"id":"2602.14492","title":"Query as Anchor: Scenario-Adaptive User Representation via Large Language Model","created":"2026-02-16","cited_by_count":1,"area":null},{"id":"2603.10009","title":"Personalized Group Relative Policy Optimization for Heterogenous Preference Alignment","created":"2026-02-17","cited_by_count":1,"area":"lr"},{"id":"2605.26612","title":"LATTE: Forecasting Peer Anchored Preference Trajectories for Personalized LLM Generation","created":"2026-05-26","cited_by_count":1,"area":null},{"id":"2605.28073","title":"StoryLens: Preference-Aligned Story Rewriting via Context-Aware Narrative Enrichment","created":"2026-05-27","cited_by_count":1,"area":"alignment"},{"id":"2606.02300","title":"Beyond Isolated Behaviors: Hierarchical User Modeling for LLM Personalization","created":"2026-06-01","cited_by_count":1,"area":null},{"id":"2606.24985","title":"Retrieval-Augmented Personalization with Foundation Models for Wearable Stress Detection","created":"2026-06-23","cited_by_count":1,"area":null},{"id":"2607.06993","title":"Large Behavior Model: A Promptable Digital Twin of the Retail Customer","created":"2026-07-08","cited_by_count":1,"area":null},{"id":"2609.04738","title":"Aplaud: Adaptive Personalized Low-Rank Decomposition for User-Specific LLM","created":"2026-09-04","cited_by_count":1,"area":null},{"id":"2609.17969","title":"Memory Has Geometry: Non-Uniform Geometric Memory for Long-Horizon Personalized AI","created":"2026-09-16","cited_by_count":1,"area":null},{"id":"2412.06308","title":"PRECISE: Pre-training Sequential Recommenders with Collaborative and Semantic Information","created":"2024-12-09","cited_by_count":0,"area":null},{"id":"2507.05137","title":"Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization","created":"2025-07-07","cited_by_count":0,"area":null},{"id":"2509.24189","title":"SPECTRA: Revealing the Full Spectrum of User Preferences via Distributional LLM Inference","created":"2025-09-29","cited_by_count":0,"area":"alignment"},{"id":"2601.15575","title":"PromptHelper: A Prompt Recommender System for Encouraging Creativity in AI Chatbot Interactions","created":"2026-01-22","cited_by_count":0,"area":null},{"id":"2602.01865","title":"GRAB: An LLM-Inspired Sequence-First Click-Through Rate Prediction Modeling Paradigm","created":"2026-02-02","cited_by_count":0,"area":null},{"id":"2602.13062","title":"Backdoor Attacks on Contrastive Continual Learning for IoT Systems","created":"2026-02-13","cited_by_count":0,"area":null},{"id":"2603.01214","title":"Reasoning Boosts Opinion Alignment in LLMs","created":"2026-03-01","cited_by_count":0,"area":"lr"},{"id":"2603.03325","title":"IntPro: A Proxy Agent for Context-Aware Intent Understanding via Retrieval-conditioned Inference","created":"2026-02-10","cited_by_count":0,"area":"agents"},{"id":"2605.18769","title":"ClusterRAG: Cluster-Based Collaborative Filtering for Personalized Retrieval-Augmented Generation","created":"2026-04-14","cited_by_count":0,"area":"rag"},{"id":"2606.01783","title":"Breaking the Information Silo: Semantic Personas for Cross-Domain Recommendation","created":"2026-06-01","cited_by_count":0,"area":null},{"id":"2607.11267","title":"Enhancing LLMs through human feedback: a journey towards self-improvement","created":"2026-07-13","cited_by_count":0,"area":"rag"},{"id":"2607.24845","title":"REPREC: Representation Driven Parameter-Efficient Recommendation System","created":"2026-07-24","cited_by_count":0,"area":null},{"id":"2608.03063","title":"SeqLLM: Augmenting LLMs with Behavioral-Sequence Modeling for High-Stakes Decisions at WeChat Pay","created":"2026-08-04","cited_by_count":0,"area":null},{"id":"2608.07481","title":"Cross-Model Humor Preference Modeling with Cards Against Humanity","created":"2026-06-09","cited_by_count":0,"area":null},{"id":"2608.14692","title":"Identifying Harm in Personalized, Generative AI Systems Requires User-Centered Auditing at the Interaction Level","created":"2026-08-07","cited_by_count":0,"area":null},{"id":"2608.22263","title":"Training-Free VLM Personalization via Calibrated Residual Decoding","created":"2026-08-23","cited_by_count":0,"area":"mllm"},{"id":"2608.23124","title":"LITERARYBIGFIVE: Author-Personalized Text Generation in a Unified Interpretable Space","created":"2026-08-24","cited_by_count":0,"area":null},{"id":"2609.01615","title":"Prompt-Space Meta-Learning Does Not Transfer Across Users: A Frozen-LLM Negative Result","created":"2026-06-25","cited_by_count":0,"area":null},{"id":"2609.02890","title":"Bounded Personas Match Retrieval on Classification but Not Regression for a Frozen Agent","created":"2026-06-25","cited_by_count":0,"area":null},{"id":"2609.03815","title":"Inferring Hidden User Models from the Behavior of Personalized LLM Agents","created":"2026-09-03","cited_by_count":0,"area":"agents"},{"id":"2609.09835","title":"HyperTrace: Hypothesis-Based Preference Tracing for Online LLM Personalization","created":"2026-09-09","cited_by_count":0,"area":"alignment"},{"id":"2609.24979","title":"LoRA-generating hypernetworks for efficient on-device LLM generative personalization","created":"2026-09-21","cited_by_count":0,"area":null},{"id":"2609.26853","title":"COPE: Continual Personalization of LLMs under Sparse User Feedback via User Embeddings and Self-Evaluation","created":"2026-09-22","cited_by_count":0,"area":null},{"id":"2609.32564","title":"ProTTT: Learning to Learn Semantic User Memory with Test-Time Training","created":"2026-09-26","cited_by_count":0,"area":null},{"id":"2609.33182","title":"Unlocking Latent Personalization in LLMs","created":"2026-09-27","cited_by_count":0,"area":null},{"id":"2610.02460","title":"CUEing User Simulators: Calibrated User Embeddings for Multi-Turn Benchmarking","created":"2026-10-01","cited_by_count":0,"area":null},{"id":"2610.14709","title":"Vela: User Behavior as Supervision Sparks LLM Intelligence","created":"2026-10-10","cited_by_count":0,"area":null}],"next_cursor":null}