Complementarity

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5 papers in the last four weeks, down 29% on the four weeks before. 0.1% of all new papers.

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  1. MoLE: Mixture of Latent Experts for Complementary Visual Reasoning

    Oct 1, 2026Yingcheng Liu, Tianyi Jiang, Yujuan Ding +5Latent Visual ReasoningVisual Reasoning

    Tongji University, China · Hong Kong Polytechnic University, Hong Kong · Alibaba Group, China +1

  2. Average-and Last-Iterate Lower Bounds for Optimistic Matrix Mirror-Prox in Quantum Zero-Sum Games

    Sep 30, 2026Yiheng Su, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Pucheng XiongMirror DescentImperfect-Information Games

    Department of Computer Sciences, University of Wisconsin-Madison

  3. Which Models Work Well Together? Measuring Heterogeneity for LLM Team Selection

    Sep 29, 2026Liangyu Teng, Hengsong Liu, Juncen Guo +4Heterogeneous Modeling ToolsDiversity

    Fudan Institute on Networking Systems of AI

  4. PAIQ: Patch-Aligned Semantic Injection via Residual Rotation

    Sep 29, 2026Pinze Ren, Yuwei Zhang, Hao Chen +3Vision EncodersCross-Encoder

    Tsinghua University · Nanyang Technological University

  5. Complementary Retrieval-Augmented Prompting for Consistent Long-Form Video Generation

    Sep 29, 2026Xianghan Wei, Xiaoda Yang, Zhi Wang +7Weak Visual GroundingAgentic Framework

  6. GleanVID: Complementary Token Selection for Efficient Video Large Language Models

    Sep 29, 2026Shuo Yang, Changbai Li, Rui Tang +3Video-Language ModelsLong Videos

    Beihang University · Communication University of China

  7. Complementary Roles of Activation and Parametric Memory in Few-Shot Learning

    Sep 23, 2026Miaohe Niu, Runsong Zhao, Xinyu Liu +5Parametric MemoryFew-Shot Learning

    Northeastern University, Shenyang, China · NiuTrans Research, Shenyang, China

  8. The Missing Complement: State-Conditioned Minimal Sufficient Evidence for Coding Agents

    Sep 17, 2026Zhexi Feng, Ruiyi Zhang, Yongbo Yang +1Incomplete EvidenceCoding Agents

    Department of Electrical and Computer Engineering University of California San Diego La Jolla, CA 92093, USA

  9. Occamy-1.0: Open Pareto-frontier 35B Intelligence for Co-work

    Sep 14, 2026Wenhui Chen, Shiwen Cheng, Hao Dong +40Pareto FrontierIntelligence

  10. Better Together: Complementary Query Rewriting Under a Strong RAG Baseline

    Sep 4, 2026Sara Shanian, Xiaoqin Yi, Pavlo Ruban +1RewriteLarge Language Model Baselines

    ServiceNow

  11. Disciplined Bilevel Programming

    Sep 1, 2026Hao Zhu, Joschka BoedeckerBilevel OptimizationSequential Decision Making

    IMBIT//BrainLinks-BrainTools · Department of Computer Science, University of Freiburg

  12. Who Thinks Best Depends on How Long You Let Them: Budget-Dependent Rankings in LLM Evaluation

    Aug 12, 2026Rodrigo Guedes de Souza, Alison R. PanissonLarge Language Model EvaluationReasoning Benchmark

    Federal University of Santa Catarina (UFSC) Brazil

  13. ContactIPM: A Structure-Exploiting Interior-Point Solver for Contact-Implicit Trajectory Optimization

    Aug 12, 2026Yucheng ChenPrimal-Dual MethodsRobust Trajectory

  14. Bidirectional Context Self-Distillation for Reinforcement Learning of Skill-Based LLM Agents

    Aug 10, 2026Tianjun Pan, Yuan Li, Hongda Wang +8Unsupervised On-Policy Self-DistillationAgentic Reinforcement Learning

    Fudan University · Zhejiang University · Alibaba Group +1

  15. CoInS-Net: A Continuous Position-Aware Network for Joint Medical Image Interpolation and Segmentation

    Aug 10, 2026Yujia Sun, Ningfeng Que, Peiting Shi +4Semi-Supervised Medical Image SegmentationInterpolation

    College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China · State Key Laboratory of Natural and Biomimetic Drugs, Department of Biomedical Engineering, College of Future Technology, Peking University, Beijing, 100871, China

  16. Agreement Before Diversity: Verification-First Complementarity for Heterogeneous Language-Model Coordination

    Aug 5, 2026Ruitong Li, Binjie Guo, Aisheng Mo +3DiversityAgreement

    1The University of Hong Kong · Zhejiang University · 3Independent Researcher

  17. RouteGuard: Certifying Routing Gain in LLM Multi-Agent Systems When Complementarity Is Not Enough

    Aug 5, 2026Anchen Sun, Kaiqi YangLarge Language Model RoutingMulti-Agent Large Language Model Systems

    Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL 33146 USA · Department of Mathematics, University of Miami, Coral Gables, FL 33146 USA

  18. Deep Multimodal Fusion Detection through Spatial Mask and Channel Competition

    Aug 3, 2026Guandi Wang, Ming Li, Yunsen Xing +1Multimodal FusionComplementarity

    KTH Royal Institute of Technology Stockholm, Sweden · University of Maryland, College Park, USA

  19. MixedComplementarityProblems.jl: A Fast, Batched, Open-Source Interior Point Solver for Mixed Complementarity Problems

    Aug 2, 2026David Fridovich-KeilSolversPrimal-Dual Methods

    Department of Aerospace Engineering and Engineering Mechanics The University of Texas at Austin Austin, TX, USA

  20. Beyond Geometric Complementarity: Coherent Overlap in Sparse Mixture-of-Experts Routing

    Jul 30, 2026Huiyuan Tian, Bonan Xu, Shijian LiMixture-Of-ExpertsComplementarity

    College of Computer Science and Technology, Zhejiang University, Hangzhou, China · Department of Aeronautical and Aviation Engineering, The Hong Kong Polytechnic University

  21. Complementary Matrix-Gated QKAN Fast-Weight Programmers for Quantum Dynamics Forecasting

    Jul 30, 2026Kuo-Chung Peng, Samuel Yen-Chi Chen, Jiun-Cheng Jiang +14Quantum LearningKolmogorov-Arnold Networks

    Department of Physics and Center for Theoretical Physics, National Taiwan University, Taipei, Taiwan · Wells Fargo, New York, NY, USA · NVIDIA AI Technology Center, NVIDIA Corp., Taipei, Taiwan +10

  22. A Characterization of the Orthocomplement of the Tangent Space of Semiparametric Markov Models

    Jul 26, 2026Trung Phung, Ilya ShpitserProbabilistic Graphical ModelsInfluence Function

    Computer Science Department, Johns Hopkins University, Baltimore, Maryland, USA

  23. Are Diversity Metrics Measuring Diversity? A Capability-Controlled Audit of Majority-Vote Gain in LLM Ensembles

    Jul 22, 2026Donghwan KimMajority VotingDiversity

    Aidentyx Inc., San Jose, CA, USA

  24. A Splitting Architecture for Exact Reduced Coulomb Friction

    Jul 21, 2026Hongcheng Song, Ye Fan, Uri M. Ascher +1FrictionRigid-Body Dynamics

    University of British Columbia, Canada

  25. Now You See the Hate: Adaptive View Retrieval for Hidden Hateful Illusions

    Jul 21, 2026Qianpu Chen, Derya SoydanerHate Speech DetectionHate Speech

    LIACS (Leiden Institute of Advanced Computer Science), Leiden University, Leiden, The Netherlands

  26. ABOPD: Antibody CDR Design via On-Policy Distillation

    Jul 21, 2026Zhuo Yang, Jiaying He, Jiaqing Xie +5AntibodyProtein Design

    Shanghai Innovation Institute · Southeast University · Zhejiang University +4

  27. EduPanel: A Three-Agent LLM Judge for Teaching Videos -- Reliability, Complementarity, and Human Trust Calibration

    Jul 20, 2026Jia-Kai Dong, Yi-Cheng Lin, Hung-yi LeePedagogical FrameworksComputerized Adaptive Testing

    National Taiwan University · NTU Artificial Intelligence Center of Research Excellence

  28. Knowledge Graphs and Explainable AI as Complementary Resources for Urban Mining

    Jul 10, 2026Jan Gronewald, Andreas Emrich, Nijat MehdiyevXaiExplainable Artificial Intelligence

    German Research Center for Artificial Intelligence (DFKI), Saarbrücken, Germany

  29. The Context Access Divide: Interaction-Level Architecture as a Complementary Dimension of Agentic Inequality

    Jul 9, 2026Masahiro FujitaHuman-Ai CollaborationArtificial Intelligence Governance

    Faculty of Sociology, Kansai University

  30. Towards Real-World Wearable Motion Reconstruction

    Jul 8, 2026Andrea Boscolo Camiletto, Rishabh Dabral, Eduardo Alvarado +3Motion CaptureWearable Devices

    Max Planck Institute for Informatics, Saarland Informatics Campus, Germany · Saarbrücken Research Center for Visual Computing, Interaction and AI, Germany · Google, Switzerland

  31. Robust Human-AI Complementarity under Uncertainty

    Jul 7, 2026Yewon Byun, Bryan WilderHuman-Ai CollaborationComplementarity

    Machine Learning Department, Carnegie Mellon University.

  32. Operator-on-F complements value-equivalence: a planning-time diagnostic for latent world models

    Jul 5, 2026Donna VakalisPrediction ErrorLatent World Models

    1Mila – Quebec AI Institute · 2Université de Montréal

  33. Linguistic Relative Policy Optimization for Video Anomaly Reasoning

    Jul 1, 2026Jiaxu Leng, Jiankang Zheng, Mengjingcheng Mo +4Complementarity

    School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China · Chongqing College of Artificial Intelligence, Chongqing, China

  34. AURORA: Asymmetry and Update-Induced Rotation for Robust Hallucination Detection in Large Language Models

    Jun 28, 2026Zishuai Zhang, Hainan Zhang, Zhiming ZhengLarge Language Model HallucinationCitation Hallucination Detection

    School of Artificial Intelligence, Beihang University, China · 2Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beihang University, China

  35. Learning Complementary Action Modeling from Automotive Maintenance Instructions

    Jun 26, 2026Jiaqi Wu, Bai Li, Jochen Hartmann +2ComplementarityMechanics

    Eindhoven University of Technology, Eindhoven, The Netherlands · Chemnitz University of Technology, Chemnitz, Germany · BMW Group, Munich, Germany

  36. When Probing Accuracy Saturates, Fragility Resolves: A Complementary Metric for LLM Pre-Training Analysis

    Jun 9, 2026Orion Reblitz-RichardsonFragilityComplementarity

    Distiller Labs.

  37. A complementary study on PlanGPT: Evaluation with defined Performance Metrics and comparison with a planner

    Jun 9, 2026Youssef Abdelkader, Humbert Fiorino, Damien PellierClassical PlanningPerformance Metric

    Univ. Grenoble Alpes - LIG Grenoble, France

  38. Constrained user-item allocation for e-commerce marketing campaigns

    Jun 8, 2026Maja Lindström, Natalija Glisovic, Jan von Pichowski +2Sales LeadUser Modeling

    Department of Computing Science Integrated Science Lab Umeå University SE-901 87 Umeå, Sweden · KTH Royal Institute of Technology Stockholm, SE-114 28, Sweden · Chair of Machine Learning for Complex Networks Center for Artificial Intelligence and Data Science (CAIDAS) University of Würzburg DE-97070 Würzburg, Germany +2

  39. Tree-Based Formalization of Multi-Agent Complementarity in Human-AI Interactions

    Jun 3, 2026Andrea FerrarioHuman-Ai CollaborationComplementarity

    Institute of Biomedical Ethics and History of Medicine, University of Zurich, Zurich, Switzerland · SUPSI, Dalle Molle Institute for Artificial Intelligence (IDSIA), Lugano, Switzerland · ETH Zurich, Zurich, Switzerland

  40. World Models Meet Language Models: On the Complementarity of Concrete and Abstract Reasoning

    Jun 2, 2026Yucheng Zhou, Wei Tao, Yiwen Guo +1Multimodal Large Language ModelsOn-Policy

    University of Macau · LIGHTSPEED · Independent Researcher

  41. Rethinking Evaluation Paradigms in IBP-based Certified Training

    Jun 1, 2026Konstantin Kaulen, Hadar Shavit, Holger H. HoosNeural Network VerificationCertification

    Chair of AI Methodology, RWTH Aachen University, Aachen, Germany · LIACS, Leiden University, Leiden, The Netherlands

  42. Real2SAM2Real: Generative 3D Caches as Complementary Context for Video Diffusion

    May 29, 2026Jiayi Wu, Haoming Cai, Cornelia Fermuller +2Video Diffusion Models3D Generative Models

    University of Maryland

  43. Cross-Stage Attention Multi-Expert Network for Radiologist-Inspired Breast Ultrasound Diagnosis

    May 25, 2026Xinyang Zhai, Chong Yang, Ruizhi ZhangMammographyClinical Ultrasound Dataset

  44. Complement Submodular Information Measures for Balanced and Robust Data Selection

    May 23, 2026Rishabh IyerSubmodular FunctionsFeature Selection

    Department of Computer Science The University of Texas at Dallas Richardson, TX 75080

  45. ChartFI: Benchmarking Faithfulness and Insightfulness of Chart Descriptions from Multimodal Large Language Models

    May 22, 2026Fen Wang, Zekai Shao, Qiman Kang +5ChartMultimodal Large Language Models

    School of Data Science, Fudan University · Zhengzhou Zhongke Institute of Integrated Circuit and System Application · School of Computer Science, Fudan University

  46. CultivAgents: Cultivating Relationship-Centered Multi-Agent Systems for Personalized Gardening

    May 22, 2026Yiyang Wang, Moeiini Reilly, Britney Johnson +3EcosystemsPrecision Agriculture

    Georgia Institute of Technology Atlanta, Georgia, USA · Massachusetts Institute of Technology Cambridge, Massachusetts, USA

  47. Mixture of Complementary Agents for Robust LLM Ensemble

    May 21, 2026Yichi Zhang, Kevin Lu, Yuang Zhang +3EnsembleComplementarity

    DIMACS, Rutgers University · Department of Mathematics, Rutgers University · Department of Computer Science, George Mason University +1

  48. Ordering Matters: Rank-Aware Selective Fusion for Blended Emotion Recognition

    May 20, 2026Junghyun Lee, Hyunseo Kim, Hanna Jang +1Emotion RecognitionEncoders

    Department of Artificial Intelligence and Software, Ewha Womans University, Seoul, Republic of Korea

  49. Better Together: Evaluating the Complementarity of Earth Embedding Models

    May 18, 2026Thijs L van der Plas, Jacob JW Bakermans, Vishal Nedungadi +3Earth ObservationLand Cover

    Wageningen University, NL · University College London, UK · University of Bonn, Germany

  50. Learning Disentangled Representations for Generalized Multi-view Clustering

    May 15, 2026Xin Zou, Ruimeng Liu, Chang Tang +4Multi-ViewAdversarial Training

    School of Computing and Information Technology, University of Wollongong, NSW, 2500, Australia · School of Software Engineering, Huazhong University of Science and Technology, Wuhan 430074, China

  51. Embracing Biased Transition Matrices for Complementary-Label Learning with Many Classes

    May 15, 2026Tan-Ha Mai, Chao-Kai Chiang, Han-Hwa Shih +3Label PropagationComplementarity

    1National Taiwan University · 3RIKEN Center for Advanced Intelligence Project · 2The University of Tokyo

  52. From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery

    May 14, 2026Lingzhe Zhang, Tong Jia, Yunpeng Zhai +5Exploratory Factor AnalysisReinforcement Fine-Tuning

    Peking University, Beijing, China · Alibaba Group, China · Nanjing University, Nanjing, China +1

  53. UniTriGen: Unified Triplet Generation of Aligned Visible-Infrared-Label for Few-Shot RGB-T Semantic Segmentation

    May 14, 2026Ping Zhou, Haoyu Wang, Mengmeng Zheng +4Semantic SegmentationCross-Modal

    School of Computer Science, Northwestern Polytechnical University · School of Computer Science & Technology, Xi’an University of Posts & Telecommunications · MMLab, The Chinese University of Hong Kong

  54. A Formative Study of Brief Affective Text as a Complement to Wearable Sensing for Longitudinal Student Health Monitoring

    May 14, 2026Tamunotonye Harry, Johanna Hidalgo, Matthew Price +7Wearable PhysiologyAffective Computing

    University of Vermont, USA · University of Vermont, USA2026 MIKAELA IRENE FUDOLIG · Adelaide University, Australia +1

  55. When Can Human-AI Teams Outperform Individuals? Tight Bounds with Impossibility Guarantees

    May 9, 2026Dongxin Guo, Jikun Wu, Siu-Ming YiuHuman-Ai CollaborationComplementarity

    The University of Hong Kong, Hong Kong, China · Stellaris AI Limited, Hong Kong, China · Brain Investing Limited, Hong Kong, China

  56. Directional Consistency as a Complementary Optimization Signal: The GONO Framework

    May 7, 2026Victor Daniel GeraNeural Network OptimizationComplementarity

    Department of Artificial Intelligence Anurag University, Hyderabad, India

  57. MSMixer: Learned Multi-Scale Temporal Mixing with Complementary Linear Shortcut for Long-Term Time Series Forecasting

    May 4, 2026Ahmed CherifMultilayer PerceptronsMix

    Independent Researcher, Tunis, Tunisia

  58. Grounding vs. Compositionality: On the Non-Complementarity of Reasoning in Neuro-Symbolic Systems

    Apr 29, 2026Mahnoor Shahid, Hannes RotheNeuro-Symbolic FrameworkCompositional Generalization

    Universität Duisburg Essen, Germany

  59. On the Complementarity of Quantum and Classical Features: Adaptive Hybrid Quantum-Classical Feature Fusion for Breast Cancer Classification

    Apr 24, 2026Yasmin Rodrigues Sobrinho, João Renato Ribeiro Manesco, João Paulo PapaHybrid Quantum-Classical PipelineDirect Feature Fusion

    Department of Computing, São Paulo State University, Ave. Engenheiro Luiz Edmundo Carrijo Coube, 14-01 - Vargem Limpa, Bauru, 17033-360, São Paulo, Brazil

  60. Algorithmic Feature Highlighting for Human-AI Decision-Making

    Apr 24, 2026Yifan Guo, Jann SpiessAlgorithmic CoresComplementarity

    Graduate School of Business, Stanford University