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33 papers in the last four weeks, up 313% on the four weeks before. 0.3% of all new papers.

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  1. Token Communication-Assisted Collaborative Embodied Artificial Intelligence: Concepts, Framework, and Opportunities

    Oct 1, 2026Peng Yi, Ying-Chang LiangEmbodied Artificial IntelligenceSemantic Communications

    National Key Laboratory of Wireless Communications, and also with the Center for Intelligent Networking and Communications (CINC), University of Electronic Science and Technology of China (UESTC), Chengdu 611731, China · Institute of Fundamental and Frontier Sciences and the Center for Intelligent Networking and Communications (CINC), University of Electronic Science and Technology of China (UESTC), Chengdu 611731, China

  2. Right Answers, Wrong States: Hidden Information Failures in Multi-Agent Collaboration

    Oct 1, 2026Herun Wan, Jiaying Wu, Minnan Luo +4CollaborationMulti-Agent Reasoning

    Xi’an Jiaotong University · National University of Singapore · Yunnan University +1

  3. Learning to Ask: Information Acquisition for SLM-LLM Collaboration, under a budget

    Oct 1, 2026Yongjun Kim, Xiaoxiao Li, Jaeho LeeLLM Reasoning StrategiesCollaboration

    Pohang University of Science and Technology (POSTECH) · Department of Electrical and Computer Engineering, University of British Columbia · Vector Institute

  4. Machine Translation for Sign Languages

    Oct 1, 2026Ozge Mercanoglu Sincan, Anton Pelykh, Edward Fish +7Gloss-Free Sign Language TranslationSign Language Translation

    Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, Guildford, UK, GU2 7XH.

  5. Referential Uncertainty in Human--AI Collaboration

    Sep 30, 2026Christian Poelitz, Finale Doshi-Velez, Siân LindleyHuman-Ai CollaborationHuman-Robot Collaboration

    Microsoft Research, Cambridge, UK · Harvard University, Cambridge, MA, USA

  6. Deny Without Disabling: Authorization-Paired Evaluation and Control for Multi-Agent Systems

    Sep 30, 2026Yunbei Zhang, Saiyue Lyu, Janet Wang +4AuthorizationModel-Based Multi-Agent Systems

    Tulane University · University of British Columbia · Independent Researcher +1

  7. CollabFlow: Recursive Self-Improvement of Agent Collaboration

    Sep 29, 2026Xiao Huang, Mingda Zhang, Junming Zhang +5CollaborationRecursive Self-Improvement

    The Chinese University of Hong Kong, Shenzhen · Fudan University · University of Oxford

  8. OpenCollab: A Multi-Agent Coding Framework with Programmable Collaboration and Controllable Runtime

    Sep 29, 2026Chun-Wah Hsu, Kai Gong, Yu Wu +12CollaborationCoding Agents

    Shanghai Jiao Tong University · University of Cambridge · Nanyang Technological University +4

  9. Topological Coherence for Self-evolving Multi-agent Systems

    Sep 29, 2026Sen Zhao, Ruiqi Kong, Zuyu Zhang +4CollaborationTopology

    Academy of Advanced Interdisciplinary Studies, Chongqing University of Posts and Telecommunications, Chongqing, China · School of Artificial Intelligence, Chongqing University of Posts and Telecommunications, Chongqing, China · Towngas, China +1

  10. VirusCascade: Hijacking Collaborative Reflection in LLM-Powered Recommender Agents

    Sep 29, 2026Yurong Hao, Wen Zhou, Guowei Guan +3CyberattacksPoisoning

    College of Computing and Data Science, Nanyang Technological University

  11. Designing a Boundary Negotiating Artifact for Collaborative Socio-Technical Sense-Making in AI Regulatory Sandboxes

    Sep 29, 2026Idoia Landa-Oregi, Tom Deckenbrunnen, Alessio Buscemi +2Socio-Technical SystemsCollaboration

    Luxembourg Institute of Science and Technology (LIST) · LIST, University of Luxembourg

  12. CF-LoRA: Decoupled Factor Aggregation and Adaptation-Aware Client Clustering for Federated LoRA Fine-Tuning

    Sep 29, 2026Mengjun Yi, Langxing Yang, Suhan Guo +2Hip-LoraParameter-Efficient Adaptation

    State Key Laboratory for Novel Software Technology · School of Artificial Intelligence School of Electronic Science and Engineering Nanjing University

  13. When Upstream Messages Override Correct Answers: A Controlled Study of Multi-Agent LLM Collaboration

    Sep 29, 2026Yaxin Gong, Gangyi Zhang, Chongming Gao +7Multi-Agent Large Language Model SystemsDownstream Reasoning

    University of Science and Technology of China · Qwen Business Unit of Alibaba · National University of Singapore

  14. GitHarness: Git Init Your Harness Working Memory for Perpetual User Requirements

    Sep 29, 2026Zhibang Yang, Xinke Jiang, Yuxuan Liu +9CollaborationCp-Agent

    National Engineering Research Center of Software Engineering, Peking University, Beijing, China · School of Computer Science, Peking University, Beijing, China · Key Laboratory of High Confidence Software Technologies, Ministry of Education, Beijing, China +2

  15. Physics-Attested Federated Learning: Securing Collaborative Anomaly Detection in Critical Water Infrastructure

    Sep 28, 2026Jeff Nijsse, Shu Su, Benjamin Oholeguy +1Federated LearningCyber-Physical System

    Department of Software Engineering, RMIT University, Hanoi, Vietnam · Department of Mathematical Sciences, Auckland University of Technology, New Zealand · Independent Researcher, New Zealand +1

  16. CoHuB: A Simulation Benchmark for Multi-Humanoid Collaboration

    Sep 28, 2026Hyunjin Park, Jebeom Chae, Minwoo Park +11Human-Robot CollaborationCollaboration

    Yonsei University · Gwangju Institute of Science and Technology · University of California, Berkeley +1

  17. MASTraceBench: Diagnosing Collaboration Gains through Proposal Trajectories in LLM-Based Multi-Agent Systems

    Sep 28, 2026Yapeng Li, Songze Li, Shuang Yu +4CollaborationSingle Trajectory

    Harbin Institute of Technology, Harbin, China · Peking University, Beijing, China

  18. Collaborative Synthetic Data for Privacy-Preserving Financial Fraud Detection Across Organizational Silos

    Sep 27, 2026Simeon Allmendinger, Domenique Zipperling, Burhanettin Bahadir Kibar +1Synthetic DataFraud Detection

    University of Bayreuth, AI Responsibility Centre, and Fraunhofer FIT, Universitätstraße 30, 95447 Bayreuth, Germany · Technical University of Munich, Arcisstraße 21, 80333 Munich, Germany

  19. Relic: From Multi-Agent Collaboration to Persistent Organizational Capability

    Sep 26, 2026Hongyi Du, Tianyi Zhang, Weijia Zhang +9CollaborationPersistent State

    University of Illinois Urbana-Champaign · Harvey Mudd College · Yale University +5

  20. A Study of the Limits of Collaborative DCT-Based Image Denoising via Interpretable Neural Networks

    Sep 24, 2026Cristian Comellas, Julia Navarro, Antoni BuadesIterative Denoising MethodsVisual Priors

    Department of Mathematics and Computer Science, Universitat de les Illes Balears, Cra. de Valldemossa, km 7.5, Palma, 07122, Balearic Islands, Spain.

  21. DocuTeam: Mixed-Initiative Multi-Agent Discussions around Evolving Documents

    Sep 24, 2026Heechan Lee, Juhyeon Choi, Tae Soo Kim +2CollaborationArtificial Intelligence Agents

    School of Computing, KAIST, Daejeon, Republic of Korea · College of Liberal Studies, Seoul National University, Seoul, Republic of Korea · SkillBench, Santa Barbara, CA, USA

  22. COMED: The Missing Middle Between Routing and Collaboration in Multi-LLM Inference

    Sep 22, 2026Norah Alballa, Wenxuan Zhang, Salma Kharrat +4Multi-Agent Large Language Model SystemsHeterogeneous Modeling Tools

    KAUST · LUMS

  23. MAGIC: Mixed-Granularity Agent Graphs via Incremental Construction with Dense-Reward Reinforcement Learning

    Sep 22, 2026Kairui Yang, Ziheng Yi, Xunkai Li +4CollaborationTopology

  24. Reciprocal Collaboration: how lessons from convergence in GLAMs can enhance interdisciplinary AI research

    Sep 22, 2026Amber L. Cushing, Suzanne Little, Giulia OstiInterdisciplinary ResearchHuman-Ai Collaboration

    School of Information & Communication Studies, University College Dublin, Ireland · School of Computing, Dublin City University, Ireland

  25. Toward Responsible AI-Augmented Cyber Defense: Pattern Recognition, Defense-in-Depth, and the Case for Human-AI Collaboration

    Sep 22, 2026Mustafa S. Aljumaily, Hayder Kareem Abed, Nawar S. AlseelawiHuman-Ai CollaborationLLM Defense Mechanisms

    Research and Development (R&D) Department, Daw Alfada Company, Baghdad, Iraq · CEO, Daw Alfada Company, Baghdad, Iraq · University of Misan, Maysan, Iraq

  26. Toward Human-in-the-Loop Robot Failure Recovery: Bridging Communication Gaps in Human-Robot Collaboration

    Sep 21, 2026Promise Ekpo, Teju Vijay, Dhruv Mandalik +5Human-Robot InteractionHuman-In-The-Loop

    Cornell University, New York, New York, USA · Cornell Tech, New York, New York, USA · Brown University, Providence, Rhode Island, USA

  27. Socialized UAV Cross-Task Learning: Towards Cross-Granularity Collaboration through Hierarchical Interaction

    Sep 17, 2026Xinjie Yao, Ruipu Zhao, Yunqi Zhu +6Multi-UavCollaborative Perception

    Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China · School of Artificial Intelligence, Tianjin University, Tianjin 300350, China · School of Computer Science and Engineering, University of New South Wales, NSW 2052, Australia +4

  28. Encypher: Shared Agency and Social Presence in Collaborative Music Generation for Dance Cyphers

    Sep 16, 2026Zhixing Chen, Cheng-Zhi Anna HuangGenerative MusicHuman-Ai Collaboration

    Massachusetts Institute of Technology Cambridge, USA

  29. HypoEvolve: Genetic Algorithms Enable Multi-Agent LLMs to Discover Scientific Hypotheses

    Sep 14, 2026Jieyuan Liu, Mengzhou Hu, Jefferson Chen +10Hypothesis-Driven Model ExpansionMulti-Agent Evolution

    University of California San Diego · 2Texas A&M University · 3Carnegie Mellon University +1

  30. Assembling the CREW: A Collaborative Multi-agent Reinforcement Learning Framework for Automated Related Work Generation

    Sep 14, 2026Hai-Dang Dang, Bao-Yen Pham, Bao Nguyen +2Data Generation PipelinesMulti-Agent Large Language Model Systems

    Hanoi University of Science and Technology · The Chinese University of Hong Kong · Hanoi University of Industry

  31. From Collaboration to Capability: Internalizing Routed LLM Experts into Compact Reasoners

    Sep 14, 2026Frank Nie, Shuyao Wang, Ethan B. LiuRecursive ReasonerExperts

    Shandong University · Zhejiang University

  32. When Does AI Augment Work? A Workflow-Level Framework for Human-Agent Collaboration

    Sep 14, 2026AI Collaboration, Jiaying Wu, Caleb Ziems +19Human-Ai CollaborationAgentic Workflows

    National University of Singapore · Stanford University · Genue +10

  33. SMaRT-Tug: Structured Multi-Agent Reinforcement Learning for Physics-Based Tugboat-Barge Collaborative Manipulation

    Sep 7, 2026Junkai Lu, Jiadong Zhao, Jiacheng Zhang +8Multi-Agent Reinforcement LearningCollaboration

    National University of Singapore Singapore, Singapore · ST Engineering Unmanned & Integrated Systems Pte. Ltd. Singapore, Singapore

  34. CauseCollab: Causal Unified and Modality-Agnostic Network for Heterogeneous Collaborative Perception

    Sep 3, 2026Weize Li, Yang Li, Quan Yuan +3Collaborative PerceptionCollaboration

    State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing, China.

  35. Programming and execution of skill-based human-robot-crane collaborative tasks

    Sep 3, 2026Taneli Lohi, Markku Suomalainen, Roope Mellanen +1Human-Robot CollaborationHuman-To-Robot Transfer

    Intelligent Robotics VTT Technical Research Centre of Finland Ltd Oulu, Finland · Konecranes oyj. Hyvinkää, Finland

  36. Exploring Collaboration between a language and a non-language agent

    Aug 31, 2026Harini S, Somesh Singh, Yaman K Singla +3CollaborationVerbalization

    Adobe Media and Data Science Research (MDSR) · IIIT-Delhi · IIT Kanpur +1

  37. Not All Agreement Counts as Corroboration: Provenance-Conserving Multi-View Fusion for Typed Action Admission in Human-Robot Collaboration

    Aug 31, 2026Zekai Jin, Hanrong Zhang, Yihong Tang +3Human-Robot CollaborationCollaboration

    Department of Civil Engineering, McGill University, 817 Sherbrooke Street West, Montreal, Quebec, Canada · Department of Computer Science, University of Illinois Chicago, 850 West Taylor Street, Chicago, Illinois 60607, United States · Mila – Quebec AI Institute, 6666 Saint-Urbain Street, Montreal, Quebec, Canada +4

  38. Detecting AI Impostors: How Do Middle Schoolers Identify LLM Agents in a Live Collaborative Setting?

    Aug 31, 2026Dan Schumacher, Pragathi Durga Rajarajan, Haven Kotara +6Artificial Intelligence DetectionDeception

    University of Texas at San Antonio

  39. Prove2Me: An Open Collaborative Platform for Scaling Math Formalization

    Aug 28, 2026Shuze Chen, Kunal Marwaha, Xiaoyang Lu +2Theorem ProvingAutoformalization

    Graduate School of Business Columbia University New York, NY 10027 · Department of Computer Science University of Chicago Chicago, IL 60637 · Department of Computer Science Purdue University West Lafayette, IN 47907 +1

  40. The Collaboration Tax: How Much LLM Multi-Agent Systems Pay to Coordinate

    Aug 23, 2026Weixiang Sun, Zehong Wang, Hong Huang +3Multi-Agent Large Language Model SystemsCollaboration

    University of Notre Dame · Meta Superintelligence Labs · Simon Fraser University

  41. Principal Trait Analysis: Towards Deriving "Skills" in Human-AI Collaboration

    Aug 11, 2026Hunter McNichols, Kai Du, Andrew LanHuman-Ai CollaborationHuman-Ai Interaction

    University of Massachusetts Amherst

  42. Illusion of Alignment: Detecting Hidden Disagreement in Collaborative Dialogue

    Aug 8, 2026Kaiming Liu, Fuwen Luo, Ziyue Wang +6DisagreementCollaboration

    College of AI, Tsinghua University, Beijing, China · Institute for AI Industry Research (AIR), Tsinghua University, Beijing, China · Dept. of Comp. Sci. & Tech., Institute for AI, Tsinghua University, Beijing, China

  43. From Social Coding to Agentic Coding: Productivity and Relational Reconfiguration in Open-Source Communities

    Aug 4, 2026Mengying Zhou, Yongjie Yin, Yang ChenCoding AgentsCollaboration

    School of Computing and Artificial Intelligence, Shanghai University of Finance and Economics · College of Computer Science and Artificial Intelligence, Fudan University

  44. AgentPanel: Toward a New Paradigm for Human--AI Collaboration in Exploring Scientific Questions

    Aug 4, 2026Zhiyao Cui, Qianyi Wang, Haoyang Yan +26Human-Ai CollaborationCollaboration

    Shanghai Artificial Intelligence Laboratory

  45. SWE-Touch: Benchmarking Coding Agents When Users Touch the Code

    Aug 3, 2026Yuqiao Tan, Jinxiang Meng, Fangyu Lei +4Coding AgentsCollaboration

    Institute of Automation, Chinese Academy of Sciences · University of Chinese Academy of Sciences

  46. TALSC: Timeliness-Aware Large-Small VLM Collaboration for Infrastructure-Assisted Autonomous Driving

    Aug 3, 2026Mengmeng Zhu, Yuxuan Sun, Wei Chen +1Autonomous DrivingScalability

    School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, China

  47. When Collaboration Becomes a Trigger: Collective Evidence-Threshold Backdoors in Multi-Agent Systems

    Aug 2, 2026Jia-Hao Xiao, Lei Feng, Min-Ling ZhangModel-Based Multi-Agent SystemsCollaboration

    School of Computer Science and Engineering, Southeast University, Nanjing 210096, China · Key Laboratory of Computer Network and Information Integration (Southeast University)

  48. The Scaling Paradox in Human-AI Collaboration

    Aug 1, 2026Anyan Qi, Mengxin WangHuman-Ai CollaborationScaling Laws

    Naveen Jindal School of Management, University of Texas at Dallas, USA

  49. AgentRadio: Passive Awareness for Long-Horizon Multi-Agent Collaboration

    Jul 30, 2026Xinxing Ren, Qianbo Zang, Ziyan Wang +4Coding AgentsCollaboration

    1Coral AI Labs · 2SnT, Université du Luxembourg · 3King’s College London +1

  50. Collaborative System Failure Prognostics via Federated Longitudinal-Survival Modeling

    Jul 28, 2026Fan Yang, Madelyn Weller, Dimuthu Fernando +2Early Failure PredictionPrognostics

    Fowler School of Engineering, Chapman University, Orange, CA 92866 USA · Department of Statistics, Grand Valley State University, Allendale, MI 49401 USA

  51. Toward an Organizational Science of Multi-Agent LLM Systems: Decoupling Who, How, and Which Algorithm

    Jul 28, 2026Huan Chen, Xiang Song, Jian Jin +2Multi-Agent Large Language Model SystemsOrganizational Research

    Shunfeng Technology Co., Ltd., China · Shenzhen University, China

  52. Ordered Network Analysis of Epistemic Emotions during Collaborative Problem Solving

    Jul 25, 2026Sifatul Anindho, Videep Venkatesha, Jaclyn Ocumpaugh +1AffectiveCollaboration

    Colorado State University, Fort Collins CO 80523, USA · University of Houston, Houston TX 77104, USA

  53. Scientific exploration, collaboration and labor division in the large language model era

    Jul 23, 2026Xiang Zheng, Xi Hong, Jialin Liu +1Scientific DiscoveryScientific Agents

    Information School, University of Wisconsin–Madison, Madison, WI, USA.

  54. A Self-Evolving Default Action for Cooperative Tasks with Continuous Action Space

    Jul 21, 2026Shuangyao HuangMulti-Agent Reinforcement LearningAction Space

    Xi’an Jiaotong-Liverpool University School of Internet of Things

  55. Oracle Gap and Signal Fidelity: A Fixed-Pool Diagnostic for Test-Time Collaboration

    Jul 20, 2026Jie HuCollaborationOracles

    Research Institute of China Telecom

  56. How Reliable Are Multimodal Signals of Conversational State? Evidence from Remote Dyadic Collaborative Tasks

    Jul 20, 2026Tahiya ChowdhuryConversational ContextProsody

    Colby College Waterville, Maine, United States

  57. Nonuniformity Principle in Human-AI Coworking

    Jul 17, 2026An Luo, Jie DingHuman-Ai CollaborationAgentic Workflows

    School of Statistics, University of Minnesota

  58. CoWeaver: A Bi-directional, Learnable and Explainable Matching Engine for Mixed Human-Agent Science Collaboration

    Jul 17, 2026Jiayao Gu, Kexin Chu, Peidong Liu +5Human-Ai CollaborationCollaboration

    McGill University. · Mila – Québec AI Institute. · University of Connecticut. +5

  59. From Prediction to Collaboration: Interactive Symbolic Music Analysis

    Jul 15, 2026Emmanouil Karystinaios, Johannes Hentschel, Markus Neuwirth +1Music Structure AnalysisAnnotations

    Department of Computational Percepetion, Johannes Kepler University Linz, Austria · Anton Brukner University Linz, Austria

  60. Privacy-Aware Collaborative and Distributed Bayesian Optimization

    Jul 13, 2026Aditya Rane, Sathwik Yamana, Paritosh Ramanan +2Decentralized OptimizationBayesian Optimization

    School of Industrial Engineering and Management Oklahoma State University, Stillwater, OK, USA