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Papers
GenPoE: Generative Passage-level Mixture of Experts for Knowledge Enhancement of LLMs
EMNLP 2025
GENTEEL-NEGOTIATOR: LLM-Enhanced Mixture-of-Expert-Based Reinforcement Learning Approach for Polite Negotiation Dialogue
AAAI 2025
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks
ICLR 2025
GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture
ACL 2025
Glider: Global and Local Instruction-Driven Expert Router
EMNLP 2025
Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detection
AAAI 2025
GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts
AAAI 2025
Graph Sparsification via Mixture of Graphs
ICLR 2025
GTR: A General, Multi-View, and Dynamic Framework for Trajectory Representation Learning
ICML 2025
Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis
AAAI 2025
Hierarchical-Task-Aware Multi-modal Mixture of Incremental LoRA Experts for Embodied Continual Learning
ACL 2025
HMoE: Heterogeneous Mixture of Experts for Language Modeling
EMNLP 2025
HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts
ICLR 2025
HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation
CVPR 2025
HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts
WACV 2025
How Much Can Transfer? BRIDGE: Bounded Multi-Domain Graph Foundation Model with Generalization Guarantees
ICML 2025
Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models
IJCAI 2025
Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models
ICCV 2025
Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive Segmentation
ICCV 2025
Intrinsic User-Centric Interpretability through Global Mixture of Experts
ICLR 2025
Jamba: Hybrid Transformer-Mamba Language Models
ICLR 2025
Joint MoE Scaling Laws: Mixture of Experts Can Be Memory Efficient
ICML 2025
Layerwise Recurrent Router for Mixture-of-Experts
ICLR 2025
Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images
CVPR 2025
LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts
EMNLP 2025