Meta-Learning

In-Context Meta LoRA Generation IJCAI 2025 In-Context Policy Adaptation via Cross-Domain Skill Diffusion AAAI 2025 In-context Prompt-augmented Micro-video Popularity Prediction AAAI 2025 Inductive Link Prediction in N-ary Knowledge Graphs COLING 2025 Instruction-tuned QwenChart for Chart Question Answering ACL 2025 Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction NAACL 2025 Integrating Group-based Preferences from Coarse to Fine for Cold-start Users Recommendation COLING 2025 Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning ICLR 2025 iPrOp: Interactive Prompt Optimization for Large Language Models with a Human in the Loop ACL 2025 Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning CVPR 2025 KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics ICLR 2025 LASeR: Towards Diversified and Generalizable Robot Design with Large Language Models ICLR 2025 LeanAgent: Lifelong Learning for Formal Theorem Proving ICLR 2025 Learning Dynamics of Meta-Learning in Small Model Pretraining IJCNLP 2025 Learning Task Belief Similarity with Latent Dynamics for Meta-Reinforcement Learning ICLR 2025 Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series Forecasting IJCAI 2025 Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers AAAI 2025 Learning-to-Optimize with PAC-Bayesian Guarantees: Theoretical Considerations and Practical Implementation JMLR 2025 Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models NAACL 2025 LEMMA: Learning from Errors for MatheMatical Advancement in LLMs ACL 2025 LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding ICCV 2025 LiFT: Learning to Fine-Tune via Bayesian Parameter Efficient Meta Fine-Tuning ICLR 2025 Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond ACL 2025 LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025 LLM-enhanced Score Function Evolution for Causal Structure Learning IJCAI 2025