{"total":25,"rows":[{"id":"1701.06538","title":"Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer","created":"2017-01-23","cited_by_count":3509,"area":"moe"},{"id":"2006.16668","title":"GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding","created":"2020-06-30","cited_by_count":1631,"area":"moe"},{"id":"2503.07137","title":"A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications","created":"2025-03-10","cited_by_count":91,"area":"moe"},{"id":"2601.07372","title":"Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models","created":"2026-01-12","cited_by_count":86,"area":"moe"},{"id":"2310.18859","title":"SiDA-MoE: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models","created":"2023-10-29","cited_by_count":38,"area":"moe"},{"id":"2402.01771","title":"BlackMamba: Mixture of Experts for State-Space Models","created":"2024-02-01","cited_by_count":37,"area":"moe"},{"id":"2312.07987","title":"SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention","created":"2023-12-13","cited_by_count":34,"area":"moe"},{"id":"2302.14703","title":"Improving Expert Specialization in Mixture of Experts","created":"2023-02-28","cited_by_count":17,"area":"moe"},{"id":"1802.02195","title":"Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks","created":"2018-02-06","cited_by_count":13,"area":"moe"},{"id":"1802.07417","title":"Breaking the gridlock in Mixture-of-Experts: Consistent and Efficient Algorithms","created":"2018-02-21","cited_by_count":13,"area":"moe"},{"id":"2205.07851","title":"ST-ExpertNet: A Deep Expert Framework for Traffic Prediction","created":"2022-05-05","cited_by_count":10,"area":"moe"},{"id":"2110.06560","title":"Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model","created":"2021-10-13","cited_by_count":8,"area":"moe"},{"id":"2310.15961","title":"Mixture of Tokens: Continuous MoE through Cross-Example Aggregation","created":"2023-10-24","cited_by_count":5,"area":"moe"},{"id":"2603.06626","title":"Grouter: Decoupling Routing from Representation for Accelerated MoE Training","created":"2026-02-22","cited_by_count":5,"area":"moe"},{"id":"1907.05346","title":"A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts","created":"2019-07-10","cited_by_count":4,"area":"moe"},{"id":"2309.00380","title":"Learning multi-modal generative models with permutation-invariant encoders and tighter variational objectives","created":"2023-09-01","cited_by_count":4,"area":"moe"},{"id":"1806.07049","title":"MoE-SPNet: A Mixture-of-Experts Scene Parsing Network","created":"2018-06-19","cited_by_count":3,"area":"moe"},{"id":"2306.05011","title":"Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce","created":"2023-06-08","cited_by_count":3,"area":"moe"},{"id":"2608.15299","title":"MAPLE: MoE Adaptive Plug-and-play Layer-wise Expert allocation","created":"2026-08-15","cited_by_count":1,"area":"moe"},{"id":"2310.12236","title":"Direct Neural Machine Translation with Task-level Mixture of Experts models","created":"2023-10-18","cited_by_count":0,"area":"moe"},{"id":"2510.00621","title":"FAME: Adaptive Functional Attention with Expert Routing for Function-on-Function Regression","created":"2025-10-01","cited_by_count":0,"area":"moe"},{"id":"2512.10966","title":"Interpretable Alzheimer's Diagnosis via Multimodal Fusion of Regional Brain Experts","created":"2025-11-30","cited_by_count":0,"area":"moe"},{"id":"2605.24681","title":"Mix-MoE: Improving Multilingual Machine Translation of Large Language Models through Mixed MoEs","created":"2026-05-23","cited_by_count":0,"area":"moe"},{"id":"2606.12240","title":"Multi-Rate Mixture of Experts for Accelerating Liquid Neural Network Training","created":"2026-06-10","cited_by_count":0,"area":"moe"},{"id":"2608.13911","title":"MedMix: Specialization-Consistent Federated Sparse MoEs under Modality Heterogeneity","created":"2026-08-14","cited_by_count":0,"area":"moe"}],"next_cursor":null}