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personalized learning

63 papers

PL

Papers

PAL: Personal Adaptive Learner AAAI 2026 PathBuilder: A Quality-Controlled LLM System for Personalized Learning Pathways ACL 2026 PATS: Personality-Aware Teaching Strategies with Large Language Model Tutors EACL 2026 Personalized Federated Learning with Bidirectional Communication Compression via One-Bit Random Sketching AAAI 2026 Steve: Your Personal AI Career Coach AAAI 2026 Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction ACL 2026 Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems AAAI 2025 CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models IJCAI 2025 ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning AAAI 2025 Developing LLM-Powered Trustworthy Agents for Personalized Learning Support AAAI 2025 Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis JMLR 2025 FaST: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data EMNLP 2025 FedCCH: Automatic Personalized Graph Federated Learning for Inter-Client and Intra-Client Heterogeneity IJCAI 2025 Look Back for More: Harnessing Historical Sequential Updates for Personalized Federated Adapter Tuning AAAI 2025 MerryQuery: A Trustworthy LLM-Powered Tool Providing Personalized Support for Educators and Students AAAI 2025 Personalized Learning in Action: Exploring AI and Robotics for Early Childhood Education AAAI 2025 Personalized Mixture of Experts for Multi-Site Medical Image Segmentation WACV 2025 pFedGPA: Diffusion-based Generative Parameter Aggregation for Personalized Federated Learning AAAI 2025 pFedMxF: Personalized Federated Class-Incremental Learning with Mixture of Frequency Aggregation CVPR 2025 Position: LLMs Can be Good Tutors in English Education EMNLP 2025 ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning EMNLP 2025 A Bayesian Approach for Personalized Federated Learning in Heterogeneous Settings NeurIPS 2024 A Virtual Driving Instructor That Generates Personalized Driving Lessons Based on Student Skill Level AAAI 2024 Bayesian Coreset Optimization for Personalized Federated Learning ICLR 2024 DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations AAAI 2024