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29 papers in the last four weeks, up 71% on the four weeks before. 0.3% of all new papers.

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  1. Grounding Large Language Models in DSGE Simulators for Policy Generation and Forecasting

    Oct 1, 2026Aditya Dubey, Namah Gupta, Vinti AgarwalLarge Language Model Policy OptimizationSimulation-Based Reinforcement Learning

    Birla Institute of Technology and Science, Pilani, India

  2. One-Step Generative Modeling via Training Dynamics Action

    Sep 30, 2026Zhangyong Liang, Ying Huang, Haibin LingGenerative ModelsStudent-Generated Trajectories

    Department of Artificial Intelligence, Westlake University · Hangzhou Normal University

  3. GLARE: Generating Listening Heads with Appropriate Reactions

    Sep 30, 2026Zikai Liao, Yumin Suh, Yi Ouyang +3HearData Generation

    Department of Computer Science, Stony Brook University · Atmanity Inc.

  4. Stable Transformers for Graph Generation

    Sep 30, 2026Luca Miglior, Alessio Gravina, Davide BacciuMultiplex Graph TransformersGenerative Models

    Department of Computer Science, University of Pisa, Italy

  5. WorkGenesis: Building the Worlds That Teach Agents to Work

    Sep 30, 2026Xinyu Zhu, Fenyi Liu, Yuzhu Cai +4Data GenerationWorld

    Shanghai Jiao Tong University · Endless Frontier · Beihang University

  6. Time-Anchored Diffusion Language Models: Latent-Space Caching for Fast Generation

    Sep 29, 2026Joel Anto Paul, Litu Rout, Aditya Akella +1Diffusion Language ModelsDense Temporal Annotation

    UT Austin

  7. Learning to Retrieve Missing Evidence for Long-Term Memory QA

    Sep 29, 2026Yi-Xuan Deng, Yi Zhang, Wei Liu +2Incomplete EvidenceData Generation

    Tsinghua University

  8. Bits Under ZK-LLM: Evaluating Zero-Knowledge-Friendly Quantization for Verifiable Private LLM Inference

    Sep 29, 2026Taeung Yoon, Yupeng Zhang, Xiaojing LiaoLarge Language Model QuantizationLLM Inference Optimization

    Siebel School of Computing and Data Science University of Illinois Urbana-Champaign

  9. Imprint Reader: From Weight-Update Readout to Behavioral Intervention

    Sep 28, 2026Guanxu Chen, Qihao Lin, Jing ShaoLatent Feature InterventionsReadout

    Shanghai Artificial Intelligence Laboratory · Shanghai Jiao Tong University

  10. Predictive Dual Smoothing for Column Generation

    Sep 28, 2026Senne Berden, Noah Schutte, Andrea Lodi +1Linear ProgrammingSmoothing

    KU Leuven · TU Delft · Cornell Tech

  11. Direct Self-Evolving Optimization: Evolving LLMs without Challenger Training

    Sep 28, 2026Yuyang Deng, Yu Wang, Jiayun WangOn-Policy Self-EvolutionLLM Reasoning Strategies

    Accenture, Center for Advanced AI · Georgia Institute of Technology

  12. Closing the Cross-Dialect Gap: Query Plans as a Portable Interface in Text-to-SQL

    Sep 27, 2026Corentin Royer, Robin Oester, Yotam Perlitz +3Text-To-SqlQueries

    IBM Research, Zurich, Switzerland · ETH Zurich, Zurich, Switzerland

  13. Requirement-Bound Verified Commissioning: A Frozen Four-Billion-Parameter Local Model as a Candidate Generator under an External Acceptance Layer with Verification and Release Authority

    Sep 24, 2026Mehmet IscanReleaseAcceptance

    PythaLab, Yıldız Technical University Istanbul, Turkey

  14. GRASP: Generating, Revising, and Assessing for Strategic Planning with Agentic AI

    Sep 24, 2026Arunabh Srivastava, Mohammad A., Khojastepour +2Large Language Model PlanningData Generation

    Amir · University of Maryland, College Park, MD · NEC Laboratories America, Inc.

  15. Growth-Inspired Graph Generation and Inverse Design of Mechanical Lattices via Dot Matrices Database Augmentation and GCNN

    Sep 24, 2026Weiyun Xu, Jiamu LiuTopology OptimizationFinite Element Method

    Department of Civil and Environmental Engineering, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, USA · State Key Laboratory of Clean and Efficient Turbomachinery Power Equipment, Department of Mechanical Engineering, Tsinghua University, Beijing, 100084, China

  16. Beyond Poetry: Can Large Language Models Generate Classical Arabic Maqamat?

    Sep 23, 2026AbdulRahman A. Morsy, Aya ZiriklyPoetryArabic Natural Language Processing

    Department of Computer Science, School of Engineering and Applied Sciences, George Washington University, Washington DC, United States · Department of Computer Science, School of Engineering and Applied Sciences, George Washington University, Washington, DC, United States · Center for Speech and Language Processing, Whiting School of Engineering, Johns Hopkins University, Baltimore MD, United States +1

  17. CQ4OE: A benchmark for assessing LLM-assisted ontology generation from competency questions

    Sep 22, 2026Jiayi Li, Ziyuan Wang, Daniel Garijo +1OntologyCompetence

    Ontology Engineering Group, Universidad Politécnica de Madrid

  18. ARSTAG: An Agentic Real2Sim2Real System for Task-Specific Robot Data Generation

    Sep 21, 2026Bowei Li, Yuner Zhang, Changliu LiuRobot-Free DemonstrationsVisuomotor Policy

    Carnegie Mellon University, Pittsburgh, PA 15213, USA

  19. Sample Count Is Not Enough: Candidate-Generation Strategy Shapes the Energy and Performance of LLM Test-Time Scaling

    Sep 16, 2026Mobina Kashaniyan, Ali JannesariTest-Time ScalingData Generation

    Department of Computer Science Iowa State University, USA

  20. Dreaming the Sound of Contact: Leveraging Video and Audio Generation for Zero-Shot Force-Aware Manipulation and Data Generation

    Sep 16, 2026Guanhua Ji, Tianyu Li, Dayoon Suh +3Data GenerationZero-Shot

    GRASP Lab, University of Pennsylvania, PA 19104, USA

  21. Generative Query Suggestion via Intent Coverage and Query-Level Credit Assignment

    Sep 16, 2026Xinpeng Liu, Lu Ma, Jiayi Qiao +6QueriesData Generation

    Peking University · Qwen Business Unit of Alibaba · National University of Singapore +1

  22. LIGE-GR: A Smooth Leap from Ranking to Generative Recommendation in the LLM Era

    Sep 16, 2026Venkat Srinivas, Chenzhang He, Sam Woodmansee +63Sequential RecommendationRecommendation

  23. LoopSpec: Pipelined Self-Speculative Decoding for Looped Transformers

    Sep 15, 2026SangLyul Cho, Langqing Cui, Sehoon Kim +2Speculative DecodingTransformer Architectures

    1Seoul National University · 2KAIST

  24. Navigating Sparse Evidence: Agentic Visual RAG via Explicit Context Selection and Consolidation

    Sep 14, 2026Yucheng Shen, Lingyong Yan, Jiulong Wu +4Visual EvidenceKnowledge-Based Visual Question Answering

    School of Computer Science and Technology, Soochow University · Baidu Inc.

  25. ProtoGuide: Prototype-Driven Guidance for Class-Conditional Graph Generation

    Sep 14, 2026Salvatore Romano, Marco Grassia, Pietro Liò +1Physics-Guided DiffusionLearnable Prototypes

    Department of Electrical, Electronic and Computer Engineering, University of Catania, Italy · Department of Computer Science and Technology, University of Cambridge, UK · University Campus Bio-Medico of Rome, Italy

  26. Flow Duality and Source Geometry for Categorical Generation

    Sep 11, 2026Etrit HaxholliConditional Flow MatchingGenerative Quality

  27. SynCo: Synthetic Community-Aware Attributed Graph Generator for Graph Neural Network Benchmarking

    Sep 9, 2026Guilherme Henrique Messias, Mariana Caravanti de Souza, Sylvia Iasulaitis +1Text-Attributed GraphGraph Neural Networks

    Federal University of São Carlos, São Carlos, São Paulo, Brazil · Federal University of Mato Grosso do Sul, Campo Grande, Mato Grosso do Sul, Brazil

  28. Decoupled Self-Forcing Distillation for Streaming Talking Head Generation

    Sep 9, 2026Yanru An, Ruiyan Wang, Wenwu Wei +7Video Diffusion ModelsStreaming

    Shanghai Jiao Tong University · Ant Group

  29. Grounded Evaluation and Repair for NL-to-PDDL Problem Generation

    Sep 9, 2026Joana Rosa, Pedro Santos, Valdemar Oliveira +3Large Language Model PlanningLarge Language Model Generation

    INESC INOV, Lisbon, Portugal · Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal · Motamineral Minerais Industriais S.A. +1

  30. </think> Doesn't Stop Reasoning: Analysis of Spurious CoT Termination

    Sep 3, 2026Seunghee Koh, Sungjae Choi, Minchan Kwon +2Chain-of-Thought ReasoningThink

    Korea Advanced Institute of Science and Technology, South Korea

  31. Candidate Generation and Definition-Guided Verification for Sentence-Level Depression Symptom Recognition

    Sep 1, 2026Weiming Li, Catarina Barata, Miguel Constante +1DepressionDiagnosis

    Institute for Systems and Robotics (ISR), LARSyS, Departamento de Bioengenharia, Instituto Superior Técnico (IST), 1049-001 Lisboa. Portugal · Institute for Systems and Robotics (ISR), LARSyS, Instituto Superior Técnico, University of Lisbon, 1049-001 Lisbon, Portugal · Department of Psychiatry, Hospital Beatriz Ângelo, 2674-514 Loures, Portugal

  32. Uncovering Understanding-Generation Synergy in Native Unified Multimodal Models: From Representation, Task to System

    Sep 1, 2026Penghao Wu, Haiwen Diao, Weichen Fan +3Data Generation

    1S-Lab, Nanyang Technological University · 2SenseTime Research

  33. Elite-Weighted Supervised Fine-tuning for Goal-Directed Molecular Optimization

    Aug 31, 2026Shiyun Wa, Yifei Wang, Anna G. Green +2Molecular OptimizationModel Fine-Tuning

    Research, Biogen, Cambridge, MA 02142, USA · Manning College of Information & Computer Sciences, University of Massachusetts Amherst, Amherst, MA 01003, USA

  34. Lucida: Parse, Generate, and Place for Composable Real-to-Sim Scene Modeling

    Aug 31, 2026Minghan Qin, Yuang Wang, Xiuyu Yang +6Indoor Scene GenerationScene Understanding

    1ByteDance Seed · 2Peking University · 3Zhejiang University

  35. SkillForge: Compositional Skill Synthesis with Verification-in-the-Loop for Generating Formally Verified Dafny Programs

    Aug 30, 2026Yanming Liu, Xinyue Peng, Jiannan Cao +2Llm-Driven Code SynthesisFormal Verification

    Zhejiang University · Southeast University · MIT +2

  36. Candidate supply and answer selection shape the value of LLM judging in multi-agent systems

    Aug 26, 2026Jia-Hao Ji, Sijie Li, Jiabei Cheng +3Multi-Agent Large Language Model SystemsMulti-Agent Reasoning

    Department of Neurology and National Center for Neurological Diseases, Huashan Hospital, State Key Laboratory of Medical Neurobiology and Ministry of Education Frontiers Center for Brain Science, Shanghai Medical College, Fudan University, Shanghai 200040, China. · Institute of Science and Technology for Brain-Inspired Intelligence, MOE Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence, MOE Frontiers Center for Brain Science, Fudan University, Shanghai 200433, China. · Shanghai Academy of Artificial Intelligence for Science, Shanghai 200003, China. +1

  37. Query-Side Attacks on GNN-Based KGQA: Tracing Failures from Entity Linking to Answer Generation

    Aug 26, 2026Pankaj Kumar, Subhankar MishraKnowledge GraphsEntities

    National Institute of Science Education and Research · Homi Bhabha National Institute

  38. LITERARYBIGFIVE: Author-Personalized Text Generation in a Unified Interpretable Space

    Aug 24, 2026Jinghui Zhang, Lang Gao, Ao Li +5Text GenerationLiterature

    MBZUAI · Shandong University · Independent Researcher +2

  39. LLM-Guided Graph Generation for Structure-Based Local Improvement Methods

    Aug 13, 2026Hai Xia, Vaidyanathan Peruvemba Ramaswamy, Stefan SzeiderLarge Neighborhood SearchData Generation

    Algorithms and Complexity Group, TU Wien, Austria

  40. HybridRAG-BN: A Retrieval-Augmented Framework with Fine-Tuned Verification for Bangla KBQA

    Aug 13, 2026Rathijit Aich, Nirjhar Das, Mahfuzulhoq ChowdhuryBanglaQuestion-Answering Benchmarks

    Department of Computer Science and Engineering · Chittagong University of Engineering & Technology · Chattogram, Bangladesh

  41. Novels generated by language models show compressed formal variation

    Aug 12, 2026Mehdy Sedaghat Payam, Justin QuinnData GenerationText Corpora

    University of Maryland · University of West Bohemia · Charles University

  42. Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness

    Aug 12, 2026Haochen Zhang, Jiaheng Guo, Yu-Chao Huang +2Time-Series GenerationPhysiological Signals

    UNITES Lab, University of North Carolina at Chapel Hill

  43. Fingerprinting Text-to-Image Diffusion Models via Collapsed Generation

    Aug 12, 2026Yuanmin Huang, Chen Chen, Geng Hong +5Text-To-Image Diffusion ModelsDataset Ownership Verification

    Fudan University, Shanghai, China · East China University of Science and Technology, Shanghai, China · Alibaba Group, Hangzhou, China +1

  44. Simplex Relaxation for Discrete Diffusion

    Aug 11, 2026Jinya Sakurai, Patrick Pynadath, Satoshi Hayakawa +4Diffusion ModelsData Generation

    1NTU Singapore · 2The University of Tokyo · Institute for Advanced Intelligence and Computing (IAIC), A*STAR +2

  45. TCS-BENCH: Benchmarking State-of-the-Art Generative AI Theoretical Computer Science Research Ability

    Aug 10, 2026Vincent Cohen-Addad, Dimitris Paparas, Ernest van Wijland +13Large Language Model BenchmarksData Generation

    †Google 1 · ‡CNRS, IRIF, Université Paris-Cité · §Princeton University, Department of Computer Science +2

  46. Agentic Router: An Execution-Grounded Continual Learning Approach With Memory

    Aug 10, 2026Yuxuan Chen, Rongpeng Li, Zhifeng Zhao +3Qwen3Data Generation

    Zhejiang University, Hangzhou 310027, China · Zhejiang Lab, Hangzhou 310012, China · State Grid Hebei Electric Power Co., Ltd., Hebei, China +1

  47. NiyamAI - An Intent-Bound AI Agent with Cryptographically Verifiable Guardrails using Zero-Knowledge Proofs

    Aug 7, 2026Aditya Katkar, Om Karkele, Kartik Mandhane +2Large Language Model SafetyArtificial Intelligence Agents

    Department of Computer Engineering, Vishwakarma Institute of Technology, Pune, Maharashtra, India

  48. Rethinking Pixel Mean Flows via Interval Denoiser

    Aug 5, 2026Alexander Zaytsev, Dmitry Baranchuk, Alexander Korotin +1Iterative Denoising MethodsOptical Flow

    HSE University · Yandex Research · Applied AI Institute +2

  49. Getting the Parameters Right: A Difficulty-Graded Benchmark and Probe-Guided Training for LLM Tool Calls

    Aug 4, 2026Guoyao Yu, Xiaoqing Sun, Ziqi Huang +13Large Language Model Tool UseLarge Language Model Agents

  50. ArabicDialectSafety: A Dialect-Aware Benchmark for Arabic Content Safety Classification

    Aug 2, 2026Wajdi Zaghouani, Md. Rafiul Biswas, Kholoud Khalil Aldous +1Arabic Natural Language ProcessingArabic

    Northwestern University in Qatar, Qatar · Hamad Bin Khalifa University, Qatar

  51. 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)

  52. Data Turnstile: A Scalable Open Framework for Function-Calling Data Generation

    Jul 31, 2026Goutham Ramakrishnan, Megha SharmaLarge Language Model Tool UseAgentic Benchmarks

    Amazon AGI Bengaluru, India

  53. RAID: Towards Robust AI-Generated Image Detection with Bit-Reversed Images

    Jul 31, 2026Renxi Cheng, Jie Gui, Hongsong WangAi-Generated Image DetectionData Generation

    School of Cyber Science and Engineering, Southeast University, Nanjing 210096, China · Purple Mountain Laboratories, Nanjing 210000, China · Engineering Research Center of Blockchain Application, Supervision And Management (Southeast University), Ministry of Education, China +2

  54. Retrieval-Driven Training-Free AI-Generated Video Attribution

    Jul 31, 2026Renxi Cheng, Chaolei Han, Jie Gui +1Ai-Generated Video DetectionFingerprint

    School of Cyber Science and Engineering, Southeast University, Nanjing 210096, China · Purple Mountain Laboratories, Nanjing 210000, China · Engineering Research Center of Blockchain Application, Supervision And Management (Southeast University), Ministry of Education, China +2

  55. ViewMind3D: Modular View-Aware Inference for Training-Free 3D-QA

    Jul 30, 2026Ping-Kun Chiang, Kun-Ru Wu, Po-han Li +33D Spatial Reasoning3D Generation

  56. Evaluating and Pricing Advertisements in AI-Generated Responses

    Jul 30, 2026John L. Turner-Smith, Zimeng Huang, Yuhan Fu +2AdsBidding

    Carnegie Mellon University, Pittsburgh, PA, USA · College of AI, Tsinghua University, Beijing, China

  57. LeapTalk: Breaking the Latency-Quality Trade-off in Talking Head Generation

    Jul 29, 2026Rongxiang Zhang, Songhua LiuPrecise Lip SynchronizationTalk

    School of Artificial Intelligence, Shanghai Jiao Tong University · 2Harbin Institute of Technology

  58. Rethinking the Generation Order of Block Diffusion Language Models

    Jul 27, 2026Kai Syun Hou, James KwokDiffusion Language ModelsAutoregressive Decoding

    Department of Computer Science and Engineering The Hong Kong University of Science and Technology

  59. OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation

    Jul 26, 2026Jun Zhan, Chen Yang, Yitian Gong +23Audio-Video GenerationCross-Modal Alignment

    1Fudan University · 2Shanghai Innovation Institute · 3MOSI Intelligence +1

  60. Reasoning or Memorization: Can LLMs Understand and Generate Chinese Xiehouyu Riddles?

    Jul 26, 2026Hai Hu, Siyuan Song, Chongtian Shao +3LLM Reasoning StrategiesReasoning Skills

    1The Hong Kong Polytechnic University · 2The University of Texas at Austin · 3Shanghai Jiao Tong University