knowledge sharing

Boosting Vision-Language Models Towards Cross-Domain Incremental Object Detection CVPR 2026 D2MoRA: Diversity-Regulated Asymmetric MoE-LoRA Decomposition for Efficient Multi-Task Adaptation AAAI 2026 Policy Search, Retrieval, and Composition via Task Similarity in Collaborative Agentic Systems AAAI 2026 Soft Orthogonal Low-Rank Adaptation for Knowledge Sharing in Large Language Model Continual Learning ACL 2026 A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing IJCAI 2025 CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts NAACL 2025 DAM: Dynamic Adapter Merging for Continual Video QA Learning WACV 2025 Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning CVPR 2025 Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning ICML 2025 Group-Agent Reinforcement Learning with Heterogeneous Agents UAI 2025 Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing EMNLP 2025 TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition ACL 2025 Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning AAAI 2024 DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models ACL 2024 Hybrid Sharing for Multi-Label Image Classification ICLR 2024 LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models EMNLP 2024 Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts EMNLP 2024 Reducing Item Discrepancy via Differentially Private Robust Embedding Alignment for Privacy-Preserving Cross Domain Recommendation ICML 2024 Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions CVPR 2024 ATT3D: Amortized Text-to-3D Object Synthesis ICCV 2023 Efficient Computation Sharing for Multi-Task Visual Scene Understanding ICCV 2023 FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks IJCAI 2023 Gap Minimization for Knowledge Sharing and Transfer JMLR 2023 Long-Tailed Question Answering in an Open World ACL 2023 Parameter-Efficient Finetuning for Robust Continual Multilingual Learning ACL 2023