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24 papers in the last four weeks, up 167% on the four weeks before. 0.2% of all new papers.

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  1. Curriculum Brain: Constructing Curriculum Knowledge Graphs as a Substrate for Cognitive Diagnosis

    Oct 5, 2026Shrideep Tamboli, Chiranjeevi Maddala, Eshal MinhajCurriculumKnowledge Graphs

    AI Ready School

  2. PhysicsMate: A Curriculum-Grounded Bengali Benchmark for Secondary Physics QA with Small-Model Adaptation

    Sep 30, 2026Rashid Azraf Jahin, Saadman Sajid, Khan Raiyan Ibne Reza +1Physics-Aware ModelsCurriculum

    Dept. of Electrical and Computer Engineering North South University Dhaka, Bangladesh

  3. Replay on Demand: An Emergent Curriculum for Balancing Adaptation and Forgetting in Continued Pretraining

    Sep 30, 2026Lukas Thede, Shengzhuang Chen, Stefan Winzeck +3ReplayPretraining

    University of Tübingen, Tübingen AI Center · Helmholtz Munich · Munich Center for Machine Learning (MCML) +3

  4. Less Data, Better Timing: Student-Curriculum Coupling for VLM On-Policy Distillation in Temporal Video Grounding

    Sep 30, 2026Jiacheng Qiu, Yunsoo Kim, Ruichen Xu +3Video Temporal GroundingCurriculum

    State University of New York at Stony Brook

  5. When a Kindergartener Solves Calculus: Measuring Capability Leakage in Role-Prompted Reasoning Models

    Sep 30, 2026Pakhapoom Sarapat, Saksorn Ruangtanusak, Kunat Pipatanakul +1Large Reasoning ModelsMath Problems

    SCB DataX · Nanyang Technological University

  6. Whole-Body Aerial Grasping and Lifting via Partial Visual Observations

    Sep 30, 2026Jiaye Jin, Rui Jin, Xinhang Xu +6Robotic GraspingAerial Manipulation

    School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798 · College of Electronics and Information Engineering, Shanghai Institute of Intelligent Science and Technology, Tongji University, Shanghai 201804, China · NTU–VinUni Joint Research Laboratory for Embodied AI and Robotics, School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore 639798, and VinUniversity, Hanoi, Vietnam

  7. Agentic Tool-Augmented Reasoning for Explainable Image Forgery Detection

    Sep 30, 2026Zhiya Tan, Jing Huang, Changtao Miao +5Face Forgery DetectionDigital Forensics

    CCDS Nanyang Technological University Singapore, Singapore · Ant Digital Technologies Ant Group Singapore, Singapore · Ant Digital Technologies Ant Group Hangzhou, China +3

  8. DreamingGoose: Staged Distillation from Autoregressive Transformers to Bidirectional Recurrent Diffusion Language Models

    Sep 28, 2026Julian Boesch, Andrew Wee, Alexander StranzlDiffusion Language ModelsAutoregressive Transformers

    Purdue University · Obit Research · State University of New York at Stony Brook.

  9. Towards Eliminating Catastrophic Forgetting in the Curriculum Learning of Math Reasoning Tasks

    Sep 27, 2026Zengyan Yang, Yangyang Wu, Kai Huang +3Catastrophic ForgettingCurriculum

    Zhejiang University · Ant Group

  10. TeacherGRPO: Closing the Capacity Gap in Reasoning Distillation via Teacher Alignment

    Sep 27, 2026Zhenyu Lei, Zihan Chen, Yaochen Zhu +5Teacher-Student DistillationTeacher

    University of Virginia · Netflix · University of Washington +2

  11. Fewer Tokens, More Self-Teaching: On-Policy Self-Distillation for Extreme Visual Token Reduction

    Sep 26, 2026Junxian Li, Ruixuan Yang, Tianao Zhang +3Multimodal Large Language ModelsCurriculum

    Shanghai Jiao Tong University · Xi’an Jiaotong University · University of Cambridge +1

  12. Adversarial Closed-Loop Curriculum for Evolving Role-Playing Agents

    Sep 23, 2026Zheng Zhang, Liu Liu, Qi Chai +4Role-Playing AgentsCurriculum

    The Hong Kong University of Science and Technology (Guangzhou) · Tencent · Shanghai Jiao Tong University

  13. Curriculum Learning with GNN-based Reinforcement Learning for Job Shop Scheduling

    Sep 23, 2026Jayakrishnan K. Vasudevan, Jonathan Hoss, Noah KlarmannJob Shop SchedulingCurriculum Reinforcement Learning

    Rosenheim University of Applied Sciences · Dept. of Industrial Engineering Rosenheim University of Applied Sciences Rosenheim, Germany

  14. What is the Better Curriculum: Controller-Shaped Grasping Behavior for Contact Force-Sensitive Manipulation

    Sep 22, 2026Ziyan Feng, Zizhao Yuan, Yulong Fu +6Robotic Manipulation PoliciesAgent Behavior Modeling

    The Hong Kong University of Science and Technology (Guangzhou)

  15. Teaching Reinforcement Learning and Humanoid Robotics to High-School Students: An Expert-Validated Curriculum Design on a Low-Cost Open Platform

    Sep 22, 2026Yuanzhe Dong, Jie Cao, Shuman WangScalable Robot LearningHumanoid Robotics

    Stanford University Stanford, CA, USA · University of North Carolina at Chapel Hill Chapel Hill, NC, USA

  16. Ladders of Thought: A Self-Evolving Curriculum of Progressively Simplified Reasoning Traces

    Sep 22, 2026Minghui Liu, Thomas Magelinski, Dehao Yuan +2LLM Reasoning StrategiesThoughts

    University of Maryland, College Park · Capital One

  17. MATCH: Model-Aware Tool Learning with Curriculum Scheduling and Hierarchically Gated Rewards

    Sep 17, 2026Shihao Liu, Hao Yin, Lijun Liu +3Curriculum

    School of Cyber Security, University of the Chinese Academy of Sciences · Honor Device Co., Ltd · University of the Chinese Academy of Sciences

  18. Learn Your Own Thoughts: Abstract Token Curriculum

    Sep 17, 2026Khashayar Gatmiry, Avrajit Ghosh, Parsa Mirtaheri +4ThoughtsToken-Level Supervision

    UC San Diego · Google DeepMind and UC Berkeley

  19. PersonaPath: Towards Knowledge-Centric Personalized Learning Path Planning

    Sep 16, 2026Yu Liu, Zeming Liu, Tianle Zhang +6CurriculumPersona Consistency

    School of Computer Science and Engineering, Beihang University, Beijing, China · Beijing Institute of Technology · Harbin Institute of Technology (Shenzhen) +1

  20. Anatomy of Associative Recall in Fixed-State Recurrences: A Matched-State Decomposition, an Interference Wall, and a Curriculum That Breaks It

    Sep 14, 2026Julian Boesch, Andrew WeeDense Associative MemoryRecurrent State

    1Purdue University · 2Obit Research

  21. BrainTaskonomy: Learning How to Pretrain and What to Transfer in fMRI Foundation Models

    Sep 9, 2026Junfeng Xia, Wenhao Ye, Junxiang Zhang +3Functional Magnetic Resonance ImagingDomain Adaptation

    Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, China · Department of Computer Science, University of Warwick, The UK · Omni-Intelligence, Shenzhen, China +1

  22. Actuator Dynamics Curricula for Narrow-Viability Tasks in Legged Robot Learning

    Sep 8, 2026Kousheek Chakraborty, Chandan K. Rajendra, Ayham Alharbat +1ActuatorAgile Locomotion

    Saxion University of Applied Sciences · University of Groningen · University of Twente

  23. Curriculum Learning as Transport: Understanding Curricula with Wasserstein Geodesics

    Sep 8, 2026Changho Shin, David Alvarez-MelisCurriculumWasserstein Distance

    Princeton University · Microsoft Research & Harvard University

  24. CUNO: Curriculum and Preference Optimization for Stable Graph Unlearning under Mass Deletion

    Sep 8, 2026Chenhan Zhang, Ali Braytee, Madhushi Bandara +4DeletionRetraining

    University of Technology Sydney

  25. Sub-6 GHz Over-the-Air AMC via Curriculum Fine-Tuned CNN-Transformers

    Sep 7, 2026Nurettin Safak, Muhammet Sefa Demirel, Alperen Marasli +3Reconfigurable Intelligent SurfacesHybrid Transformer

    Department of Electrical and Electronics Engineering, Ankara Yildirim Beyazit University, Ankara, Turkey

  26. OBER+: Continuity-Aware Reporting and Traceable Continuous Improvement in Outcome-Based Education

    Sep 3, 2026Elakkiya RajasekarInstitutionsCurriculum

    Department of Computer Science, Birla Institute of Technology and Science Pilani, Dubai Campus, Dubai, United Arab Emirates

  27. Learning to Zoom Efficiently with a Contrastive Curriculum

    Sep 2, 2026Falko Helm, Iryna GurevychZero-Shot RobustnessMultimodal Large Language Models

    Ubiquitous Knowledge Processing Lab (UKP Lab) Department of Computer Science and Hessian Center for AI (hessian.AI) Technical University of Darmstadt

  28. Learning Compositional Spatio-Temporal Video Grounding with Synthetic Curriculum

    Aug 31, 2026Xingjian Wang, Shijian Wang, Yibo Wang +4Video Temporal GroundingSynthetic Training Data

    1Monash University · 2Southeast University · 3Shanghai University of Electric Power

  29. PAC: Progress-Augmented Advantage Curriculum for Multi-Task Reinforcement Learning of LLMs

    Aug 31, 2026Yuanqiang Yu, Yanzhao Zheng, Zhentao Zhang +8Multi-Turn Reinforcement LearningCurriculum

    Alibaba Group, Hangzhou, China

  30. Beyond Uncertainty: Multi-Solver Disagreement Rewards for Self-Evolving Reasoning Curricula

    Aug 30, 2026Vinoth Selvendran, Zhanming ZhangSelf-PlayCurriculum

    Independent Researcher · Palo Alto, CA, USA · New York, NY, USA

  31. LittleLearner: Language Models Under Pedagogically Controlled Knowledge Exposure

    Aug 13, 2026Fanfei Li, Jana Zeller, Manuel Prada-Corral +4CurriculumPedagogical Frameworks

    MPI-IS, Ellis Institute · MPI-IS, Ellis Institute, ETHZ · ETHZ

  32. Rethinking Normalization Placement for LLMs: Post-Norm under Curriculum Depth Growing

    Aug 13, 2026Sheng Ren, Yadong Wang, Naiqiang Tan +7Batch NormalizationNormalization

    Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu, China · Didichuxing Co. Ltd, Beijing, China

  33. Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training

    Aug 11, 2026Yingsheng Liu, Haiming Li, Jingmin Zhu +6Multimodal Clinical DataTabular Learning

    Faculty of Information Technology, Monash University, Melbourne, Australia · Monash University, Melbourne, Victoria, Australia · The University of Queensland, Brisbane, Queensland, Australia

  34. Predictive safety filter enhanced curriculum learning control for efficient vehicle dynamics controller

    Aug 10, 2026Baocong Zhang, Siliang Lu, Chenyang LiVehicle DynamicsSafety Filters

    1Shanghai Jiaotong University, Shanghai, China · 2Bosch Corporate Research, Shanghai, China

  35. Curriculum Generation under Structured Parametric Environments for Robust Navigation Policies

    Aug 9, 2026Prishita RayCurriculumEnvironment

    Cornell University

  36. The Capability Ladder: A Curriculum-Modernization Framework for Workforce Readiness in the AI Era

    Aug 7, 2026Majid Memari, George RudolphCompetenceCurriculum

    Department of Computer Science, Utah Valley University, Orem, UT 84058, USA

  37. Curriculum as Code: An AI-Assisted Architecture for Instructional Design in STEM Education

    Aug 7, 2026Henrique Mohallem PaivaArtificial Intelligence EducationPedagogical Frameworks

    Universidade Federal de Sao Paulo (Unifesp), Rua Talim, 330, Sao Jose dos Campos (SP), Brazil, 12231-280 · Institute of Technology and Leadership (Inteli), Av. Prof. Almeida Prado, 520, Sao Paulo (SP), Brazil, 05508-901

  38. KNOWPLAN: Knowledge-Driven AI Agents for Smart Degree Pathway Planning

    Aug 6, 2026Shuheng Cao, Weijia Zhang, Jiaqi Wu +4Scholar Information DatabaseCurriculum

    University of California, San Diego · Yale University · University of North Carolina, Chapel Hill

  39. CourseGraph: Finding overlaps and differences in Computer Science courses across universities

    Aug 6, 2026Arthur Nijdam, Paul Stankovski Wagner, Sara RamezanianComputer ScienceCurriculum

    Dept. of Electrical & Information Technology · Lund University · Lund, Sweden +3

  40. Evaluating and Improving Pedagogical Fit in LLM-Based AI Tutors with the Pedagogical Suitability Index

    Aug 5, 2026Benjamin Barlog, Hudson Craig, Zedong PengTutorsPedagogical Frameworks

    Department of Computer Science University of Montana Missoula, MT, USA

  41. Poly-OPD: Heterogeneous Multi-Teacher On-Policy Distillation for Capability-Selectable Flow Models

    Aug 5, 2026Siming Fu, Haojun Xu, Ruizhe He +9Aware Heterogeneous Multi-Teacher Multimodal On-Policy DistillationUni-Opd

    1Joy Future Academy · 2Zhejiang University · 3Beihang University

  42. CausalOPD: First-Wrong-Step Supervision for Distilling Causal Chain Reasoning

    Aug 4, 2026Jian Zhang, Bingyi Wang, Yizhi LiuCausalAdaptive Curriculum

    Zhejiang University

  43. Beyond Simply Environment Scaling: Designing Effective Environment Distributions for Multimodal Agent Learning

    Aug 4, 2026Kejian Zhu, Zhuoran Jin, Dongqi Huang +4Multimodal AgentsSynthetic Environments

    The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China

  44. EduClaw-Bench: A Long-Horizon Benchmark for Pedagogical LLM Agents with Simulated Learners

    Aug 4, 2026Unggi Lee, Sookbun Lee, Yeil Jeong +3TutorsCurriculum

    Korea University Sejong Campus · Opentutorials · Indiana University +2

  45. Evolutionary Curriculum Learning Improves Biological Sequence Modeling

    Aug 1, 2026Richard Zhu, Kento NishiEvolutionary Optimization MethodsConditional Variational Autoencoder

    Department of Computer Science, Harvard University, Cambridge, MA, USA · Department of Statistics, Harvard University, Cambridge, MA, USA.

  46. Test-Time Curriculum for Open-Set AIGC Detection

    Aug 1, 2026Yiqian Zhang, Zheyuan Gu, Xiangzhao Hao +8Ai-Generated Image DetectionAi-Generated Content Detection

    Hangzhou Dianzi University · ERNIE Team, Baidu Inc. · Harbin Institute of Technology (Shenzhen)

  47. Developing Combined Manipulation and Locomotion Skills with Interaction Representation and Skill Composition

    Jul 31, 2026Fanxing Meng, Jing XiaoRobotic Manipulation PoliciesHand-Object Interaction Detection

    Robotics Engineering Department, Worcester Polytechnic Institute, Worcester, MA, USA

  48. Curriculum Matters: Data-Efficient Relational PFN Pretraining with Synthetic Data

    Jul 31, 2026Mohammad Sadeq Abolhasani, Viswanath GanapathyTabular Prior-Data Fitted NetworkTable Reasoning Datasets

    SAP Labs, LLC. Palo Alto, CA, United States

  49. Kalman Meets Curriculum: Efficient Dynamic Prompt Selection for Adaptive RL Finetuning

    Jul 30, 2026Haodong Zhu, Yangyang Ren, Yanjing Li +4Automatic Prompt OptimizationMathematical Reasoning Benchmarks

    1Beihang University · 2Zhongguancun Academy · 3Nanyang Technological university +1

  50. DHRCL:Training Code LLMs with Dense Hierarchical Rewards and Curriculum Learning

    Jul 29, 2026Shuhang Wang, Ziming Li, Hui ChengLarge Language Model Reinforcement LearningLarge Language Model Training

  51. SCOUT: Per-Context Reset Curricula for Sparse-Reward Reinforcement Learning

    Jul 29, 2026Siddharth Aphale, Ayushman SinghCurriculum Reinforcement LearningCurriculum

    Stanford University · Sesame AI

  52. LEACL: LLM-Enhanced Automatic Curriculum Learning for Reinforcement Learning in Long-Horizon Manipulation Tasks

    Jul 26, 2026Faraz Heravi, James Ouyang, Zifan Xu +3Curriculum Reinforcement LearningLong-Horizon Manipulation

    The University of Texas at Austin · Nanyang Technological University · Sony AI

  53. IKS-Instruct: A 24,000-Example Multilingual Dataset for Teaching Language Models Indian Knowledge Systems

    Jul 25, 2026Shwetha Singaravelu, Gayathri Muruganantham, Lakshmi Rajendran +1Natural Language DatasetsInstruction

    Intrinsic Lab, Centre for Sensors, Instrumentation and Cyber-Physical System Engineering (Centre for SeNSE), Indian Institute of Technology Delhi, New Delhi 110016, India · RSL Quantum, FITT, IIT Delhi, New Delhi 110016, India

  54. The Weight of Silence: A Causal Case for Weights Over the Scratchpad in Latent Chess Reasoning

    Jul 23, 2026Ishan S. KshirsagarEfficient Latent ReasoningLatent Thoughts

    Independent Researcher

  55. When Does Recurrence Become an Algorithm? Convergence Selection in Weight-Tied Looped Transformers

    Jul 22, 2026Tong Zhang, Junhao Hu, Yun Peng +1RecurrenceTransformer Architectures

    Fudan University · Peking University

  56. Disentangling Curriculum Learning in NLP: Towards a Unifying Taxonomy

    Jul 21, 2026Vanessa Toborek, Florian Seiffarth, Sebastian Müller +1CurriculumNatural Language Processing

    University of Bonn, Germany · Lamarr Institute, Germany · Fraunhofer IAIS, Germany

  57. WanToFight: Real-Time Generative Game Engine for Multi-Player Combat Interaction

    Jul 14, 2026Li Hu, Guangyuan Wang, Peng Zhang +1Motion GenerationWebarena Domains

    Tongyi Lab, Alibaba

  58. Analyzing Curricular Pattern Complexity Using AI to Improve On-Time Graduation Rates

    Jul 14, 2026Lynn Vonderhaar, Juan Couder, Siri Siqveland +2CurriculumSoftware Engineering

    Department of Electrical Engineering and Computer Science Embry-Riddle Aeronautical University Daytona Beach, USA · Department of Engineering Fundamentals Embry-Riddle Aeronautical University Daytona Beach, USA

  59. Similarity-Guided Curriculum Fine-Tuning of LLMs for Neural Architecture Synthesis

    Jul 13, 2026Anujaya Vijayakumar, Radu Timofte, Dmitry IgnatovNeural Architecture SearchAdaptive Curriculum

    Computer Vision Lab, CAIDAS & IFI, University of Würzburg, Germany

  60. Compete Then Collaborate: Frontier AI Teachers Build a Verifiable Curriculum to Improve a Coding Student Beyond Imitation

    Jul 9, 2026Miseong Shawn KimArtificial Intelligence EducationCurriculum

    Genesis Cortex AI Inc.