{"total":14,"rows":[{"id":"2312.09979","title":"LoRAMoE: Alleviate World Knowledge Forgetting in Large Language Models via MoE-Style Plugin","created":"2023-12-15","cited_by_count":82,"area":"moe"},{"id":"2305.14705","title":"Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models","created":"2023-05-24","cited_by_count":65,"area":"moe"},{"id":"2407.00256","title":"One Prompt is not Enough: Automated Construction of a Mixture-of-Expert Prompts","created":"2024-06-28","cited_by_count":16,"area":"moe"},{"id":"2410.00938","title":"MoS: Unleashing Parameter Efficiency of Low-Rank Adaptation with Mixture of Shards","created":"2024-10-01","cited_by_count":7,"area":"moe"},{"id":"2502.12947","title":"Every Expert Matters: Towards Effective Knowledge Distillation for Mixture-of-Experts Language Models","created":"2025-02-18","cited_by_count":6,"area":"moe"},{"id":"2410.03440","title":"Exploring the Benefit of Activation Sparsity in Pre-training","created":"2024-10-04","cited_by_count":5,"area":"moe"},{"id":"2506.21035","title":"Little by Little: Continual Learning via Incremental Mixture of Rank-1 Associative Memory Experts","created":"2025-06-26","cited_by_count":5,"area":"moe"},{"id":"2509.10513","title":"Mixture-of-Clustered-Experts: Advancing Expert Specialization and Generalization in Instruction Tuning","created":"2025-09-03","cited_by_count":3,"area":"moe"},{"id":"2605.20247","title":"CP-MoE: Consistency-Preserving Mixture-of-Experts for Continual Learning","created":"2026-05-18","cited_by_count":2,"area":"moe"},{"id":"2506.13541","title":"Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization","created":"2025-06-16","cited_by_count":1,"area":"moe"},{"id":"2506.12597","title":"Automatic Expert Discovery in LLM Upcycling via Sparse Interpolated Mixture-of-Experts","created":"2025-06-14","cited_by_count":0,"area":"moe"},{"id":"2605.08842","title":"XPERT: Expert Knowledge Transfer for Effective Training of Language Models","created":"2026-05-09","cited_by_count":0,"area":"moe"},{"id":"2606.14243","title":"Decoupled Mixture-of-Experts for Parametric Knowledge Injection","created":"2026-06-12","cited_by_count":0,"area":"moe"},{"id":"2608.04084","title":"SpecDrop: Parameter-Free Category-Conditioned Routing for Modular Specialization","created":"2026-08-04","cited_by_count":0,"area":"moe"}],"next_cursor":null}