Mixture-Of-Agents

Ask about this topic

Momentum

6 papers in the last four weeks, up 50% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 43

All topics
CardsList

  1. RISED: RubrIcs for agentic multi-environment Selection and sElf-Distillation

    Oct 1, 2026Jingtan Wang, Sirajul Salekin, Young mok Jung +3Mixture-Of-AgentsReward Functions

    National University of Singapore · Work done during an internship at Apple · Apple

  2. Calibration Is Not Verification: Falsifiability-Aware Conformal Routing for Mixture-of-Agents

    Sep 22, 2026Nada Rahali, Zijia Wang, Zhisong LiuMixture-Of-AgentsFacts

    LUT University, Finland · Dell Technologies, United Kingdom · Department of Electrical and Electronic Engineering, Imperial College London, United Kingdom

  3. CERA-MoA: Co-Evolving Routing Mechanisms with Continually Learning LLM Agents

    Sep 16, 2026Jiaxuan Jiang, Liyuan He, Zhixuan FangMixture-Of-AgentsLarge Language Model Agents

    IIIS, Tsinghua University, Beijing, China · Shanghai Qi Zhi Institute, Shanghai, China · School of Artificial Intelligence, Shanghai Jiao Tong University, Shanghai, China

  4. RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments

    Sep 14, 2026Sibo Zhu, Shicheng Fan, Xinyue Wang +3Self-Improving AgentsMixture-Of-Agents

    Aether AI · University of California San Diego · ‡Work done during internship in Aether AI +1

  5. KuaiRP Series Role-playing Models Technical Report

    Sep 12, 2026Yipeng Wang, Ziwei Zhang, Jiahui Zhang +2Role-Playing AgentsMixture-Of-Agents

    Kuaishou GameMind Lab

  6. Who Are They to Each Other? Multi-Agent Reasoning for Speaker Relationship Inference

    Sep 9, 2026Yaohan Guan, Yen-Ju Lu, Yuzhe Wang +5Multi-Agent ReasoningMixture-Of-Agents

    Center for Language and Speech Processing Department of Electrical and Computer Engineering Johns Hopkins University Baltimore, MD, USA

  7. InsightSeg: Reusing Correction Insights for Guideline-Consistent Segmentation

    Sep 2, 2026Vanshika Vats, Ashwani Rathee, James DavisAttention-Guided TrainingMixture-Of-Agents

    University of California, Santa Cruz, CA, USA

  8. Advancing MLLM-based UAV Image Understanding and Reasoning: A Benchmark and a Training-Free Multi-Agent System

    Aug 12, 2026Haoyu Zhang, Shuoxun Zhang, Peng Ye +5Aerial DatasetUnmanned Aerial Vehicles

    Embedded Deep Learning and Visual Analysis Laboratory, College of Future Information Technology, Fudan University, Shanghai 200433, China · Embedded Deep Learning and Visual Analysis Laboratory, College of Future Information Technology, Fudan University, Shanghai 200433, China, and also with Shanghai Artificial Intelligence Laboratory, Shanghai 200232, China, and also with The Chinese University of Hong Kong, Hong Kong · College of Future Information Technology, Fudan University, Shanghai 200433, China +1

  9. Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA

    Aug 10, 2026Mind Lab, :, Vin Bo +74Replay-Based Continual LearningMixture-Of-Agents

  10. NeuroRefiner: Morphology-Aware Multi-Agent Refinement for 3D Fluorescence Microscopy Neuron Segmentation

    Aug 10, 2026Haiyang Yan, Jinyue Guo, Yanchao Zhang +6MicroscopyNeuroflex

    State Key Laboratory of Brain Cognition and Brain-inspired Intelligence Technology, Institute of Automation, Chinese Academy of Sciences · School of Future Technology, University of Chinese Academy of Sciences · School of Artificial Intelligence, University of Chinese Academy of Sciences +1

  11. AgenticVAU: Multi-Agent Explore-Verify Reasoning for Video Anomaly Understanding

    Aug 4, 2026Yuxiang Duan, Huining Li, Ao Li +6Training-Free Video Anomaly DetectionMixture-Of-Agents

    C-FAIR & School of software, Shandong University · Renmin University of China · Nanjing Agricultural University +1

  12. KC-Agent: A Dual-Process Cognitive Architecture for Efficient ML Model Improvement

    Aug 3, 2026Gusseppe Bravo-Rocca, Jordi Guitart, Ajay Dholakia +2Replay-Based Continual LearningMixture-Of-Agents

    Barcelona Supercomputing Center, Barcelona, Spain · Cotiviti, South Jordan, UT, United States · Universitat Polit`ecnica de Catalunya, Barcelona, Spain +1

  13. Cross-Domain Hybrid OPD for Generalizable Search Agents

    Aug 3, 2026Hongzhan Chen, Xiaoyu Liu, Dengming Zhang +11Search AgentsAgentic Reinforcement Learning

    Yuanbao Team, Tencent · Shanghai Innovation Institute

  14. MAGA: Multi-Platform Self-Fusion of GUI Agents via Structured Action Distillation

    Jul 31, 2026Hang Yan, Zhangxuan GU, Beitong Zhou +5Mixture-Of-AgentsGraphical User Interface Agents

    1Xi’an Jiaotong University · 2Ant Group · 3Shanghai Jiao Tong University

  15. Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning

    Jul 22, 2026Jian Hu, Huiying Li, Hao Zhang +8Agentic Reinforcement LearningMixture-Of-Agents

    NVIDIA

  16. Mach-Mind-4-Flash Technical Report

    Jul 10, 2026Foundation Model TeamAgentic Reinforcement LearningMixture-Of-Agents

    Foundation Model, Li Auto Inc.

  17. Agon: Competitive Cross-Model RL with Implicit Rival Grading of Reasoning

    Jul 8, 2026Vladislav BeliaevReinforcement Learning With Verifiable RewardLarge Reasoning Models

    Independent Researcher

  18. ReGRPO: Reflection-Augmented Policy Optimization for Tool-Using Agents

    Jun 30, 2026Binjie Zhang, Mike Zheng ShouMixture-Of-AgentsLarge Databases

    Show Lab, National University of Singapore

  19. DDIAgents: Mechanism-Conditioned Context Flow for Drug-Drug Interaction Prediction

    Jun 30, 2026Zhenqian Shen, Yu Liu, Xiaoyi Fu +1Drug-Drug InteractionsMixture-Of-Agents

    Department of Electronic Engineering, Tsinghua University Beijing, China · Institute of Biomedical Engineering, University of Oxford Oxford, United Kingdom · Division of Emerging Interdisciplinary Areas, Hong Kong University of Science and Technology Hong Kong, China

  20. When Does Combining Language Models Help? A Co-Failure Ceiling on Routing, Voting, and Mixture-of-Agents Across 67 Frontier Models

    Jun 25, 2026Josef ChenHeterogeneous Modeling ToolsFrontier Models

    KAIKAKU

  21. Closed-Loop Control with Rule-Aligned Small Language Models and Multi-Agent Self-Correction

    Jun 24, 2026Yuchen Wang, Javal Vyas, Tong Liu +1Small Large Language ModelsMixture-Of-Agents

    School of Computer Science University of Sheffield Sheffield, UK · Department of Chemical Engineering Imperial College London London, UK

  22. ReM-MoA: Reasoning Memory Sustains Mixture-of-Agents Scaling

    Jun 23, 2026Heng Ping, Arijit Bhattacharjee, Peiyu Zhang +5Mixture-Of-AgentsLocalized Lora-Moe

    University of Southern California · Iowa State University · Cisco AI Research

  23. MetaResearcher: Scaling Deep Research via Self-Reflective Reinforcement Learning in Adversarial Virtual Environments

    Jun 18, 2026Wei Yu, Suxing Liu, Minjie Yu +4Deep ResearchMixture-Of-Agents

    School of Digital Arts, Jiangxi Arts & Ceramics Technology Institute, Jingdezhen 33001, China · Universiti Sains Malaysia, 11800 USM Penang, Malaysia

  24. PACT: Privileged Trace Co-Training for Multi-Turn Tool-Use Agents

    Jun 15, 2026Zhenbang Du, Jun Luo, Zhiwei Zheng +8Iterative Co-TrainingMixture-Of-Agents

    Georgia Institute of Technology · Ohio State University · University of Pennsylvania +1

  25. Divide and Cooperate: Role-Decomposed Multi-Agent LLM Training with Cross-Agent Learning Signals

    Jun 9, 2026Jaewan Park, Solbee Cho, Jay-Yoon LeeMixture-Of-AgentsMulti-Agent Large Language Model Systems

    Seoul National University

  26. A Training-Free Mixture-of-Agents Framework for Multi-Document Summarization using LLMs and Knowledge Graphs

    Jun 2, 2026Cuong Vuong Tuan, Trang Mai Xuan, Tien-Cuong Nguyen +2Multimodal DocumentsMixture-Of-Agents

    Faculty of Artificial Intelligence and Data Science, Phenikaa University, Duong Noi, Ha Noi, Viet Nam · VNPT AI, VNPT Group, Ha Noi, Viet Nam · MobiFone Research and Development Center, MobiFone Corporation, Ha Noi, Viet Nam +1

  27. MOSAIC: Efficient Mixture-of-Agent Scheduling via Adaptive Aggregation and Inference Concurrency

    Jun 2, 2026Saptarshi Mitra, Yifan Zhang, Rachid Karami +5Mixture-Of-Expert InferenceWorkload

    University of California, Irvine, USA · University of Southern California, Los Angeles, USA · Intel, USA

  28. When Helping Hurts and How to Fix It: Multi-Agent Debate for Data Cleaning

    Jun 1, 2026Chirag Parmar, Akshat Mehta, Henglin Wu +2Multi-Agent DebateDebate

    1Meta Platforms, Inc.

  29. Agentic Clustering: Controllable Text Taxonomies via Multi-Agent Refinement

    May 31, 2026Simon Löwe, Emily SilcockAgenticMixture-Of-Agents

    Burning Glass Institute · Harvard University

  30. CONCAT: Consensus- and Confidence-Driven Ad Hoc Teaming for Efficient LLM-Based Multi-Agent Systems

    May 28, 2026Ziyang Ma, Dingyi Zhang, Sichu Liang +4Mixture-Of-AgentsMulti-Agent Communication

    Southeast University · Huawei Technologies Ltd

  31. Training Language Agents to Learn from Experience

    May 19, 2026Yuval Shalev, Zifeng Ding, Mateja JamnikSelf-Improving AgentsMultilingual Agents

    University of Cambridge

  32. MMoA: An AI-Agent framework with recurrence for Memoried Mixure-of-Agent

    May 18, 2026Rui ChuMixture-Of-AgentsMulti-Agent Large Language Model Systems

  33. MAVEN A Multi-Agent Framework for Multicultural Text-to-Video Generation

    May 16, 2026Shuowei Li, Yuming Zhao, Parth Bhalerao +1Text-To-Video Generation ModelVisual Fidelity

    Santa Clara University, Santa Clara, USA

  34. Differentiable Mixture-of-Agents Incentivizes Swarm Intelligence of Large Language Models

    May 15, 2026Xingjian Wu, Junkai Lu, Siyu Yan +4Mixture-Of-AgentsSwarms

    East China Normal University

  35. ChipMATE: Multi-Agent Training via Reinforcement Learning for Enhanced RTL Generation

    May 13, 2026Zhongkai Yu, Yichen Lin, Chenyang Zhou +12Hierarchical Register Transfer Level GenerationRegister Transfer Level

    UCSD · Columbia University

  36. Dual-Agent Co-Training for Health Coaching via Implicit Adversarial Preference Optimization

    May 7, 2026Da Long, Lingyi Fu, Diya Michelle Rao +3Coaching SystemsIterative Co-Training

    Kahlert School of Computing University of Utah · Department of Health and Kinesiology University of Utah

  37. From Static Analysis to Audience Dissemination: A Training-Free Multimodal Controversy Detection Multi-Agent Framework

    May 1, 2026Zihan Ding, Ziyuan Yang, Yi ZhangContent ModerationVideo Agent

    Sichuan University, Chengdu, Sichuan, China · Nanyang Technological University, Singapore

  38. No Test Cases, No Problem: Distillation-Driven Code Generation for Scientific Workflows

    Apr 25, 2026Siddeshwar Raghavan, Tanwi MallickScientific WorkflowsCode Generation

    Purdue University · Electrical and Computer Engineering · West Lafayette, USA +3

  39. Mind DeepResearch Technical Report

    Apr 16, 2026MindDR Team, Li Auto IncDeep ResearchMixture-Of-Agents

    MindDR Team, Li Auto Inc

  40. REGREACT: Self-Correcting Multi-Agent Pipelines for Structured Regulatory Information Extraction

    Apr 13, 2026Mohammed Ali, Abdelrahman Abdallah, Adam JatowtRegulationInformation Extraction

    University of Innsbruck, Austria

  41. XSkill: Continual Learning from Experience and Skills in Multimodal Agents

    Mar 12, 2026Guanyu Jiang, Zhaochen Su, Xiaoye Qu +1Unsupervised Skill DiscoveryMultimodal Agents

    Hong Kong University of Science and Technology · Zhejiang University · Huazhong University of Science and Technology

  42. Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance

    Jan 20, 2026Qianli Ma, Chang Guo, Zhiheng Tian +4Peer ReviewMixture-Of-Agents

    AutoLab, School of Artificial Intelligence, Shanghai Jiao Tong University

  43. PhysCodeBench: Benchmarking Physics-Aware Symbolic Simulation of 3D Scenes via Self-Corrective Multi-Agent Refinement

    Date pendingTianyidan Xie, Peiyu Wang, Hu Jiaxin +9Physics SimulationLlm-Driven Code Synthesis

    Nanjing University · Skywork AI · Jilin University +2