Personalization

DCoAR: Deep Concept Injection into Unified Autoregressive Models for Personalized Text-to-Image Generation CVPR 2026 Ego: Embedding-Guided Personalization of Vision-Language Models CVPR 2026 Emo-tica at SemEval-2026 Task 2: Trait–State Affect Forecaster for Longitudinal Valence and Arousal SemEval 2026 ExPerT: Personalizing LLM Responses to Users’ Domain Expertise via Query-Wise Semantic and Keystroke Behavioral Cues ACL 2026 FedARA: Resource-adaptive Low-rank Personalized Federated Learning via Anchor-driven Representation Alignment on Heterogeneous Edge Devices CVPR 2026 Fine-Tuning Impairs the Balancedness of Foundation Models in Long-tailed Personalized Federated Learning CVPR 2026 Foundation Encoders Are All You Need for Preference-Aware Personalization CVPR 2026 Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization ACL 2026 Premier: Personalized Preference Modulation with Learnable User Embedding in Text-to-Image Generation CVPR 2026 When Personalization Legitimizes Risks: Uncovering Safety Vulnerabilities in Personalized Dialogue Agents ACL 2026 A Shared Low-Rank Adaptation Approach to Personalized RLHF AISTATS 2025 Can Large Language Models Personalize Dialogues to Generational Styles? EMNLP 2025 LaMP-QA: A Benchmark for Personalized Long-form Question Answering EMNLP 2025 PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data ACL 2025 Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning AISTATS 2025 Adapting the Attention of Cloud-Based Recognition Model to Client-Side Images without Local Re-Training ACML 2024 Federated Learning over Connected Modes NeurIPS 2024 Personal Large Language Model Agents: A Case Study on Tailored Travel Planning EMNLP 2024 Dynamic Personalized Federated Learning with Adaptive Differential Privacy NeurIPS 2023 Learning Retrieval Augmentation for Personalized Dialogue Generation EMNLP 2023 Personalized Reward Learning with Interaction-Grounded Learning (IGL) ICLR 2023 Asynchronous Personalized Federated Learning with Irregular Clients ACML 2022 BeautifAI - Personalised Occasion-based Makeup Recommendation ACML 2022 Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions AAAI 2021 PFedAtt: Attention-based Personalized Federated Learning on Heterogeneous Clients ACML 2021