Transductive Learning

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4 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Even Sharper Bounds for Transductive Learning and Its Applications

    Sep 23, 2026Yingzhen YangTransductive LearningConcentration Bounds

    Arizona State University, 699 S Mill RD, Tempe, AZ 85281, USA

  2. Training-Free Spectral Transductive Refinement for Cross-Domain Few-Shot Classification

    Sep 20, 2026Fahim Rahman, S. M. Tanjeeb Meheran Rohan, Md. Taimum Ibne Sayed +2Few-Shot LearningTransductive Learning

    Department of Computer Science and Engineering Islamic University of Technology Gazipur, Bangladesh

  3. Confidence-Gated Transductive Test Generation for Code Reranking

    Sep 14, 2026Sungjae Lee, Youngsik Yoon, Seockbean Song +3Test GenerationTest Time

    Department of Computer Science and Engineering, POSTECH, South Korea · Graduate School of Artificial Intelligence, POSTECH, South Korea · Microsoft Research Asia, China

  4. Relatively Smart II: Tractable or Semi-Supervised Instance-Optimal Learning

    Sep 11, 2026Shaddin Dughmi, Alireza F. PourSemi-Supervised LearningOptimal Sample Complexity

    University of Southern California · University of Waterloo

  5. Two Dimensions Govern Agnostic Multiclass Transductive Learning

    Aug 26, 2026Pahan DewasurendraTransductive LearningMulticlass Classification

    Johns Hopkins University

  6. Locally Consistent Transductive Information Maximization for Few-Shot Remote Sensing Scene Classification

    Jul 31, 2026Karim El Khoury, Benoît Gérin, Benoît Macq +1Remote SensingTransductive Learning

    ICTEAM, UCLouvain, Louvain-la-Neuve, Belgium

  7. Few-Shot Open-Set Audio Classification via Transductive Prototype Refinement and Class Logit Enhancement

    Jul 29, 2026Tianyan Deng, Yanxiong Li, Rui Gao +1Open-Set RecognitionTransductive Learning

    School of Mathematics South China University of Technology Guangzhou, China · School of Electronic and Information Engineering South China University of Technology Guangzhou, China

  8. Von Mises-Fisher Mixture Model with Dynamic Shrinkage for Realistic Test-Time Transduction

    Jul 17, 2026Jiazhen Huang, Zhiming Liu, Changhu Wang +3Vision-Language Model AdaptationTransductive Learning

    Tsinghua University, China · Fred Hutchinson Cancer Center, USA · Peking University, China +2

  9. CoDiffGRN: Rethinking Gene Regulatory Network Inference via the BEELINE-KGC Benchmark and Co-evolutionary Discrete Diffusion

    Jul 14, 2026Jiaze Song, Runhao Zhao, Minghao Xu +2Regulatory NetworksTranscriptomics

    Peking University · National University of Defense Technology

  10. InductWave: Inductive Multi-Hop Logical Query Answering on Knowledge Graphs

    Jul 8, 2026Mayank Kharbanda, Michael Cochez, Rajiv Ratn Shah +1Knowledge GraphsMulti-Hop Reasoning

    IIIT-Delhi, India · Vrije Universiteit, Amsterdam, The Netherlands · Ellis Institute Finland +2

  11. Transductive Zero-Shot Audio Classification with Audio-Language Models

    Jun 15, 2026Jingwen Zhou, Mingzhe WangZero-ShotTransductive Learning

    Xidian University, Xi’an, China

  12. Recipe-Controlled Decoder Audit for Structural Knowledge-Graph Completion

    Jun 12, 2026Xihang Shan, Ye LuoKnowledge Graph CompletionDecoding

    School of Mathematical Sciences Xiamen University Fujian, China · School of Informatics Xiamen University Fujian, China

  13. Towards Graph Foundation Models for Dynamics in Complex Networked Systems: Lessons from Super-Spreader Identification in Multilayer Networks

    Jun 6, 2026Michał Czuba, Mateusz Stolarski, Adam Piróg +2Graph Foundation ModelTransductive Learning

    Department of Artificial Intelligence, Wrocław University of Science and Technology, Wrocław, Poland · Semantics, Warsaw, Poland

  14. The price of multi-group transductive learning

    Jun 3, 2026Noah Bergam, Samuel Deng, Daniel HsuTransductive LearningMulticlass Classification

    Columbia University

  15. Finding Needles in the Haystack: Transductive Active Labeling in Ecology

    Jun 2, 2026Rupa Kurinchi-Vendhan, Sara BeeryActive LearningTransductive Learning

    Massachusetts Institute of Technology, Cambridge MA 02139, USA

  16. Universal Multiclass Transductive Online Learning

    May 28, 2026Steve Hanneke, Hongao WangTransductive LearningLearnability

    Department of Computer Science, Purdue University, West Lafayette, IN 47907, USA

  17. Graph Transductive Sharpening: Leveraging Unlabeled Predictions in Node Classification

    May 18, 2026Brown Zaz, Mar Gonzàlez I Català, Ferran Hernandez Caralt +2Transductive LearningUnlabeled Data

    University of Cambridge

  18. When Graph Structure Becomes a Liability: A Critical Re-Evaluation of Graph Neural Networks for Bitcoin Fraud Detection under Temporal Distribution Shift

    Apr 21, 2026Saket MagantiGraph Neural NetworksBitcoin

  19. Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation

    Mar 2, 2026Jian Qian, Jiachen XuTransductive LearningCovariates

    The University of Hong Kong · Hong Kong University of Science and Technology

  20. Transductive Off-policy Proximal Policy Optimization

    Jun 6, 2024Yaozhong Gan, Renye Yan, Xiaoyang Tan +2Proximal Policy OptimizationOff-Policy Learning

    Independent Researcher · Peking University · Nanjing University of Aeronautics and Astronautics +1