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Papers
AP2O-Coder: Adaptively Progressive Preference Optimization for Reducing Compilation and Runtime Errors in LLM-Generated Code
AAAI 2026
Beyond Passive Viewing: A Pilot Study of a Hybrid Learning Platform Augmenting Video Lectures with Conversational AI.
EACL 2026
FeTS: A Feature-Aware Framework for Time Series Forecasting
AAAI 2026
PAL: Personal Adaptive Learner
AAAI 2026
Adaptive Deep Learning from Crowds
IJCAI 2025
Adaptive Gradient Learning for Spiking Neural Networks by Exploiting Membrane Potential Dynamics
IJCAI 2025
Adaptive Graph Unlearning
IJCAI 2025
Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation
ICCV 2025
Alignment Drift in CEFR-prompted LLMs for Interactive Spanish Tutoring
ACL 2025
Automatic concept extraction for learning domain modeling: A weakly supervised approach using contextualized word embeddings
ACL 2025
Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance
EMNLP 2025
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making
EMNLP 2025
GenAL: Generative Agent for Adaptive Learning
AAAI 2025
Momentum-Driven Adaptivity: Towards Tuning-Free Asynchronous Federated Learning
ICML 2025
Multi-modal Medical Diagnosis via Large-small Model Collaboration
CVPR 2025
ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning
EMNLP 2025
ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning
EMNLP 2025
RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise
AAAI 2025
The Adaptive Q-Network for Recommendation Tasks with Dynamic Item Space
AAAI 2025
Unveiling Markov heads in Pretrained Language Models for Offline Reinforcement Learning
ICML 2025
UPSC2M: Benchmarking Adaptive Learning from Two Million MCQ Attempts
ACL 2025
ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning
ICLR 2024
Dynamic against Dynamic: An Open-Set Self-Learning Framework
IJCAI 2024
Empowering Adaptive Digital Game-Based Language Learning for Under-Resourced Languages Through Text Analysis
COLING 2024
Enhancing Patient Recruitment Response in Clinical Trials: an Adaptive Learning Framework
UAI 2024