Proactive

Ask about this topic

Momentum

12 papers in the last four weeks, up 140% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 64

All topics
CardsList

  1. Improving Proactive AI Assistance with Hierarchical Procedural Understanding

    Oct 5, 2026Jin-Seop Lee, TaeYeon Won, SeongJun Jung +5ProactiveCoaching Systems

    Department of Artificial Intelligence, Sungkyunkwan University, Republic of Korea · College of Computing and Data Science, Nanyang Technological University, Singapore

  2. OneStreamer: Unifying Perception, Memory, and Proactive Response in Streaming Video Interaction

    Oct 1, 2026Xiangyu Zeng, Yuandong Yang, Zhiqiu Zhang +21Streaming Video UnderstandingStreaming Video

    NJU

  3. OverAct: Measuring and Mitigating Proactive Over-Authorization in LLM Tool-Calling Agents

    Oct 1, 2026Taolin Zhang, Jiuheng Wan, Hanyu Wang +2AuthorizationLarge Language Model Tool Use

    Hefei University of Technology · East China Normal University · Alibaba Cloud Computing

  4. Asking for What Was Never Requested: Horizontal and Vertical Proactivity in Agents

    Sep 29, 2026Ido Levy, Asaf Yehudai, Segev Shlomov +2ProactiveDrafter

    IBM · Weizmann Institute of Science

  5. Probe to Act: Elevating Browser-Use Agent via Active Visual Probing

    Sep 27, 2026Keliang Li, Heng Wang, Chen Hu +3Browser AgentProactive

    Institute of Computing Technology, Chinese Academy of Sciences · University of Chinese Academy of Sciences · StepFun

  6. Relevance Does Not Imply Applicability: Experience Activation for Personal GUI Agents

    Sep 27, 2026Fuyao Zhang, Xuan Wang, Zherui Li +3Graphical User Interface AgentsGraphical User Interface

    NTU & Alibaba

  7. Self-Supervised Anchoring of Fingertip Sensing to Proprioception and Proactive Actions for Robot Imitation Learning

    Sep 24, 2026Tomohiro Motoda, Masaki Murooka, Keisuke Shirai +6ProprioceptionImitation Learning

    Embodied AI Research Team, AIRC and National Institute of Advanced Industrial Science and Technology (AIST) · CNRS-AIST JRL (Joint Robotics Laboratory), IRL and National Institute of Advanced Industrial Science and Technology (AIST)

  8. PASTABench: Proactive Assessment of Sequential Trajectories for Agent Safety

    Sep 23, 2026Jiapeng Sun, Yujin Zhou, Han Zhu +4ProactiveHazard

    The Hong Kong University of Science and Technology, Hong Kong, China · Peking University, Beijing, China

  9. Learning from Humans for Proactive Assistance in Human-Robot Collaborative Transport

    Sep 21, 2026Elvin Yang, Christoforos MavrogiannisHuman-Robot CollaborationWhole-Body Control

    Department of Robotics, University of Michigan, Ann Arbor, United States

  10. When2Talk: When Should a Proactive In-Car Agent Talk?

    Sep 14, 2026Kaiser Hamid, Peihang Li, Nade LiangProactiveTalk

    Texas Tech University Lubbock, Texas, USA

  11. LiveProBench: Can Streaming Video Models Really Interact Like Humans?

    Sep 11, 2026Kaixuan Du, Xin Wan, Hang Zhang +4Streaming Video UnderstandingProactive

    School of Automation Science and Electrical Engineering, Beihang University · Qwen Business Unit of Alibaba

  12. Agent-Based ML-LLM Fusion with Self-Optimizing Prompts for Plateau Weather Alerts

    Sep 9, 2026Shuai Yan, Yang Xu, Shan HeWeather PredictionAutomatic Prompt Optimization

    Chengdu Jincheng College College of Computer and Software Chengdu, Sichuan, China

  13. Proactive Context-Forecasted Safety Constraints for Nonstationary Reinforcement Learning

    Sep 8, 2026Tim TomashevskiySafety ConstraintsNon-Stationarity

    Department of Computing and Software McMaster University Hamilton, Ontario, Canada

  14. Proactive Service Agents: A Unified Decision Framework, Methods, and Evaluation

    Sep 3, 2026Yan Tang, Tingyu Cao, Yuanbo Tang +2ProactiveLarge Language Model Agents

    UniCone Team

  15. Designing Proactive Thought Partners for Writing

    Sep 1, 2026Chao Zhang, Abe Davis, Chih-Wei Chen +1Ai-Assisted WritingProactive

    *Work done during an internship at Google DeepMind. · 1Cornell University · 2Google DeepMind

  16. RPCBench: A Benchmark for Proactive Premise Critique in LLM-based Recommendation

    Sep 1, 2026Zhongru Chen, Yuan Wu, Yi ChangRecommendationProactive

    School of Artificial Intelligence, Jilin University · Engineering Research Center of Knowledge-Driven Human-Machine Intelligence, MOE, China · International Center of Future Science, Jilin University

  17. Towards Cognitive Process-Aware Proactive Writing Support

    Aug 31, 2026Masahiro Yoshida, Atsuya Kobayashi, Kei Tateno +1Ai-Assisted WritingWriting

    Sony Group Corporation Tokyo, Japan · University of California, Los Angeles Los Angeles, California, USA

  18. VibeLifeBench: Can Your Life Agent Be Proactive and Persistent in a Living World?

    Aug 11, 2026Xiaohongshu IncArtificial Intelligence AssistantsLife

    Xiaohongshu Dots Studio · Evolvent AI

  19. Active-SWE: Benchmarking Coding Agents for Proactive Bug Fixing without Issue Reports

    Aug 5, 2026Haobin Li, Ping Deng, Weizhong Qian +4Bug DetectionCoding Agents

    Sichuan University · University of Electronic Science and Technology of China · Independent Researchers

  20. Adversarial Attacks for Good: A Survey of Proactive Protection across the Visual Content Lifecycle

    Aug 5, 2026Jiaming Zhang, Boyang Chen, Zherui Li +14CaptchaLifecycle

    College of Computing and Data Science, Nanyang Technological University, Singapore · School of Computing and Information Systems, University of Melbourne, Australia · School of Computing and Information Systems, Singapore Management University, Singapore +3

  21. Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents

    Jul 30, 2026Hanzhang Zhou, Panrong Tong, Xu Zhang +13Graphical User Interface AgentsDevice

    MAI-UI Team Alibaba Token Hub, Alibaba Group

  22. Early Failure Prediction from Near-Anomaly Detection: A Proactive Approach

    Jul 29, 2026L{é}a Billet, Louise Trav{é}-Massuy{è}s, Elodie Chanthery +1Early Failure PredictionProactive

    LAAS, INSA Toulouse · LAAS-CNRS, University of Toulouse, CNRS, Toulouse, France · LAAS-DISCO, Comue de Toulouse +1

  23. Time Series Network Utilization KPI Forecasting Using Advanced AI/ML Models

    Jul 22, 2026Niraj Gadhe, Kirti Bhardwaj, Moulik Jain +2Bringing Network CodingCapacity

    Independent Researcher

  24. ProEvent: An Event-centric Benchmark for Proactive Agents

    Jul 20, 2026Guanzhen Li, Liangming Pan, Leye WangProactive

    School of Computing, Peking University

  25. Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos

    Jul 13, 2026Gong Sitong, Tianyu Yan, Caixin Kang +6Egocentric VideoArtificial Intelligence Assistants

    Dalian University of Technology · Alaya Lab · The University of Tokyo

  26. Context Graphs for Proactive Enterprise Agents

    Jul 4, 2026Avinash KumarProactiveLifecycle

  27. Don't Wait to Reply: Towards Responsive yet Thoughtful Dialogue through Proactive Thinking

    Jul 3, 2026Ante Wang, Jiaqi Fu, Xuanyi Chen +4ProactiveSelf-Speculative

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

  28. QuaMoE-DRF: Proactive Beam and Rate Adaptation via Multimodal Dynamic Radio Map Forecasting in ISAC Networks

    Jul 1, 2026Zhihan Zeng, Kaihe Wang, Zhongpei Zhang +1Integrated Sensing And CommunicationBeamforming

    National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China, Chengdu 611731, China · University of Electronic Science and Technology of China, Chengdu 611731, China · College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China +2

  29. When May I Help You? On The Effect of Proactivity on Group Human-Robot Collaboration

    Jun 26, 2026Thomas Vitry, Vanessa Maeder, Kieran von Valeburg +6Human-Robot CollaborationProactive

    Knowledge Technology, University of Hamburg, Hamburg, Germany · Ecole Normale Superieure de Rennes, Rennes, France

  30. Proactive Systems in HCI and AI: Concepts, Challenges, and Opportunities

    Jun 23, 2026Nima Zargham, Sharon Ferguson, Jaisie Sin +2ProactiveHuman-Centered Framework

    University of Toronto Toronto, Canada · University of Waterloo Waterloo, Canada · Carleton University Ottawa, Canada

  31. EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation

    Jun 16, 2026Qi Chai, Wenhao Shen, Nanjie Yao +5Vision-Language NavigationZero-Shot

    XGRIDS Shenzhen, China

  32. A Formal Resilience Framework for Cyber-Physical Embodied Systems under Device-Level Cyberattacks

    Jun 15, 2026Alberto GiarettaCyber-Physical SystemResilience

    Department of Computer Science, Örebro University, Sweden · AI, Robotics and Cybersecurity Center (ARC), Örebro University, Sweden

  33. Zero Touch Predictive Orchestration: Automating Time-Series Models for the Cloud-Edge Continuum

    Jun 8, 2026Abd Elghani Meliani, Arora Sagar, Adlen Ksentini +1Edge PlatformsForecasting Backbone

    Eurecom Campus SophiaTech, Biot, France · OpenAirInterface Campus SophiaTech, Biot, France

  34. CollabBench: Benchmarking and Unleashing Collaborative Ability of LLMs with Diverse Players via Proactive Engagement

    Jun 4, 2026Hong Qian, Yuanhao Liu, Zihan Zhou +7CollaborationAgentic Benchmarks

    Shanghai Institute of AI for Education, and School of Computer Science and Technology, East China Normal University, Shanghai, China · Shanghai Innovation Institute, Shanghai, China · Tencent Inc., Shenzhen, China

  35. Plan, Watch, Recover: A Benchmark and Architectures for Proactive Procedural Assistance

    Jun 3, 2026Kaustav Kundu, Ritvik Shrivastava, Maxim Arap +13ProactiveArtificial Intelligence Assistants

    1Meta Reality Labs · 2Meta Superintelligence Labs

  36. Streaming Knowledge Compilation: Proactive Materiality-Scored Pinning for Time-Evolving LLM Wikis

    Jun 3, 2026Juan M. HuertaWikipediaKnowledge Graphs

    Zinnia Tech Solutions 600 Steamboat Road Greenwich, CT 06830, USA

  37. Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents

    Jun 2, 2026Zhijie Ding, Weinan Hong, Zicheng Zhu +6ProactiveAgentic Reasoning

    HyperAI Team, Xiaomi Corporation · Zhongnan University of Economics and Law · 1HyperAI Team, Xiaomi Corporation +5

  38. ProactiveLLM: Learning Active Interaction for Streaming Large Language Models

    May 30, 2026Junlong Tong, Yao Zhang, Anhao Zhao +3ProactiveInteraction Data

    Eastern Institute of Technology, Ningbo · Shanghai Jiao Tong University · Hong Kong Polytechnic University +1

  39. Generative AI and Digital Ecosystem Resilience: A Proactive Lifecycle-Based Survey

    May 28, 2026Jonghyun Chung, Rishabh Chaddha, Sanket Badhe +3Generative Artificial IntelligenceAuthenticity

    Google LLC

  40. Mobile-Aptus: Confidence-Driven Proactive and Robust Interaction in MLLM-based Mobile-Using Agents

    May 27, 2026Zheng Wu, Pengzhou Cheng, Zongru Wu +5Mllm-BasedInteraction Data

    School of Computer Science, Shanghai Jiao Tong University · GenAI, Meta

  41. Ask Now, Use Later: Benchmarking the Proactivity Gap in Long-Lived LLM Agents

    May 27, 2026Bin Wu, Guanyun Zou, Bingbing Wang +2Large Language Model AgentsProactive

    Beijing University of Posts and Telecommunications · Nanjing University of Aeronautics and Astronautics · Harbin Institute of Technology (Shenzhen) +1

  42. Boundary Suppression Asymmetry in Post-trained Assistants: Over-expansion as a Controllability Cost

    May 27, 2026Jiarui HanPost-TrainingControllability

  43. Discovery Agents for Real-Time Analytics: Toward Proactive Insight Systems

    May 26, 2026Gaetano Rossiello, Dharmashankar SubramanianEnterprise AnalyticsAgentic Discovery

    IBM · New York City, New York, USA · Yorktown Heights, New York, USA

  44. IPIBench: Evaluating Interactive Proactive Intelligence of MLLMs under Continuous Streams

    May 26, 2026Jinzhao Li, Yinuo Chen, Wenxuan Song +5ProactiveMultimodal Large Language Models

    College of AI, Tsinghua University · 2ByteDance

  45. Proactive for Uncertainty: Cause-Aware Error Diagnosis and Interactive Clarification for Spoken Dialogue Systems

    May 25, 2026Yizhou Peng, Ziyang Ma, Changsong Liu +3ClarificationTranscription

    Nanyang Technological University, Singapore · Shanghai Jiao Tong University, China

  46. ProActor: Timing-Aware Reinforcement Learning for Proactive Task Scheduling Agents

    May 24, 2026Lei Ding, Bin He, Chenguang Wang +1ProactiveAgentic Reinforcement Learning

    University of California, Santa Cruz · 2Zillow Group

  47. PACT: Proactive Asking for Continual Task Assistance in Human-Robot Collaboration

    May 23, 2026Chengbo He, Sheng Li, Chenyang Ma +6Human-Robot CollaborationProactive

    University of Science and Technology Beijing · University of Oxford · 3Tsinghua University

  48. Unlocking Proactivity in Task-Oriented Dialogue

    May 21, 2026Azure Zhang, Ning Gao, Yuqin Dai +7User SimulationProactive

    1Keeta AI, Meituan · 2Independent Researcher · 3CUHK +1

  49. DocOS: Towards Proactive Document-Guided Actions in GUI Agents

    May 18, 2026Jingjing Liu, Ziye Huang, Zihao Cheng +6Graphical User Interface AgentsProactive

    School of Computer Science and Engineering, Beihang University, Beijing, China · School of Computer Science, Peking University, Beijing, China · School of Computer Science and Technology, Beijing Institute of Technology, Beijing +2

  50. PULSE: Agentic Investigation with Passive Sensing for Proactive Intervention in Cancer Survivorship

    May 17, 2026Zhiyuan Wang, Ariful Islam, Indrajeet Ghosh +5Affective ComputingMental Health

    Department of Systems and Information Engineering, University of Virginia, Charlottesville, Virginia, United States · Dept. of Systems and Information Engineering, University of Virginia, Charlottesville, Virginia, United States · Center for Behavioral Health and Technology, University of Virginia, Charlottesville, Virginia, United States +1

  51. Exploring Human-Robot Collaboration: Analysis of Interaction Modalities in Challenging Tasks

    May 13, 2026Simone Arreghini, Cristina Iani, Alessandro Giusti +3Human-Robot CollaborationCollaboration

    Dalle Molle Institute for Artificial Intelligence (IDSIA), USI-SUPSI, Lugano, Switzerland · Department of Surgery, Medicine, Dentistry and Morphological Sciences with interest in Transplant, Oncology and Regenerative Medicine, University of Modena and Reggio Emilia, Modena, Italy. · Department of Sciences and Methods for Engineering (DISMI), University of Modena and Reggio Emilia, Reggio Emilia, Italy.

  52. An Integrated Forecasting Prototype for Emergency Department Boarding Time to Support Proactive Operational Decision Making

    May 13, 2026Orhun Vural, Abdulaziz Ahmed, Ferhat Zengul +2Readmission PredictionEmergency Departments

    Department of Electrical and Computer Engineering, University of Alabama at Birmingham, Birmingham, AL, USA · Department of Health Services Administration, University of Alabama at Birmingham, Birmingham, AL, USA · Department of Biomedical Informatics and Data Science, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA +1

  53. Enhancing Target-Guided Proactive Dialogue Systems via Conversational Scenario Modeling and Intent-Keyword Bridging

    May 12, 2026Maodong Li, Yancui Li, Fang KongProactiveUtterances

    School of Computer Science and Technology, Soochow University, China · School of Computer and Information Engineering, Henan Normal University, China · Jiangsu Key Lab of Language Computing, Suzhou 215123, China

  54. VISTA: A Generative Egocentric Video Framework for Daily Assistance

    May 11, 2026Yu-Hsiang Liu, Yu-Chien Tang, An-Zi YenVideo AgentEgocentric Video

    Department of Computer Science, National Yang Ming Chiao Tung University, Taiwan

  55. StreamPro: From Reactive Perception to Proactive Decision-Making in Streaming Video

    May 11, 2026Ao Li, Zihan Xiao, Zihao Yue +7Streaming Video UnderstandingStreaming Video

    1AIM3 Lab, Renmin University of China · 2MiLM Plus, Xiaomi Inc. · 3Peking University

  56. Skill Drift Is Contract Violation: Proactive Maintenance for LLM Agent Skill Libraries

    May 9, 2026Linfeng Fan, Yuan Tian, Ziwei Li +1ContractsViolation

    Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China · King Abdullah University of Science and Technology, Thuwal, Saudi Arabia

  57. EgoPro-Bench: Benchmarking Personalized Proactive Interaction in Egocentric Video Streams

    May 8, 2026Dongchuan Ran, Linyu Ou, Xueheng Li +5ProactiveEgocentric Video

    Sensetime Reasearch · Beijing Institute of Technology · University of Science and Technology of China

  58. Agentic Coding Needs Proactivity, Not Just Autonomy

    May 7, 2026Nghi D. Q. Bui, Georgios EvangelopoulosCoding AgentsProactive

    Google Labs

  59. Ethics Testing: Proactive Identification of Generative AI System Harms

    Apr 23, 2026Shin Hwei Tan, Haibo Wang, Heng LiTest GenerationGenerative Artificial Intelligence

    Concordia University, Montreal, Canada · Polytechnique Montreal, Montreal, Canada

  60. Self-Awareness before Action: Mitigating Logical Inertia via Proactive Cognitive Awareness

    Apr 22, 2026Fulong Fan, Peilin Liu, Fengzhe Liu +2Self-KnowledgeProactive

    School of Software, Jilin University · School of Computer Science, Jilin University