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13 papers in the last four weeks, up 160% on the four weeks before. 0.1% of all new papers.

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  1. JARQ: Joint Alternating Refinement for Quantization

    Sep 29, 2026Xinyu Wang, Sicheng Lyu, Xiao-Wen ChangPost-Training QuantizationLanguage Model Perplexity

    McGill University

  2. Decision Readouts for Text-Mediated Video Anomaly Detection: An Exploratory Evaluation of Jev and Qwen

    Sep 28, 2026Xukui Qin, Youting Wang, Xinjie He +4Training-Free Video Anomaly DetectionReadout

    Independent researchers

  3. Program-Verified Self-Evolution for Vision-Language Models

    Sep 27, 2026Ahmed Heakl, Sungik Choi, Moontae Lee +1Recent Vision-Language ModelsQwen3

    LG AI Research · MBZUAI · University of Illinois at Chicago +1

  4. An Empirical Study of VLM Pipelines for Long-Document QA

    Sep 24, 2026Kenan E. Ak, Jay Mohta, Gwang Gook Lee +2Visual Document RetrievalQuestion-Answering Benchmarks

  5. Reasoning Instructions Can Break Answer Decoding in Vision--Language Models

    Sep 24, 2026Zeyan Li, Siyuan Qiu, Jianfeng XuQwen3Answer

    Shanghai Jiao Tong University

  6. Global Ranks Survive, Selected Heads Shift: BOS-Sink Topology under 4-bit Weight-Only Quantization

    Sep 20, 2026Kuanlin Chen, Chen-Wei Kuo, Cheng-En OuPost-Training QuantizationMatched Fp16 Intermediate

    Independent Researcher Taoyuan, Taiwan · National Tsing Hua University Hsinchu, Taiwan

  7. OmniVChat: Synthesizing, Benchmarking, and Training for Native Audio-Visual Dialogue

    Sep 18, 2026Haolin He, Yunfei Chu, Qi Chen +15Omni-ModalQwen3

    The Chinese University of Hong Kong · Alibaba Token Hub, Alibaba Group · Shanghai Jiao Tong University +2

  8. Layer-wise Curriculum Learning for Efficient LLM Compression

    Sep 16, 2026Donggeon Lee, Dooyeon Na, Seungmin Oh +1Large Language Model CompressionAdaptive Curriculum

    Ajou University, South Korea

  9. ActionPiece: Rethinking Action Tokenization for Autoregressive Vision-Language-Action Models

    Sep 16, 2026Shijie Lian, Bin Yu, Zhaolong Shen +5Discrete Action TokenizersDiffusion-Based Vision-Language-Actions

    Huazhong University of Science and Technology · Zhongguancun Academy · DeepCybo +5

  10. Repair Before Reinforce: Context-Augmented Knowledge Graph Reasoning for Multi-Hop Question Answering

    Sep 14, 2026Tharaka D. Fonseka, Niraj K. JhaMulti-Hop ReasoningKnowledge Graphs

    Dept. of Electrical and Computer Engineering, Princeton University

  11. From Parameters to Answers: How LLMs Retrieve and Use Their Internal Knowledge

    Sep 12, 2026Wenkang Wei, Yuan Fang, Renhe Jiang +2Qwen3Answer

    University of Science and Technology of China Hefei, China · Singapore Management University Singapore, Singapore · The University of Tokyo Tokyo, Japan +1

  12. Scaling Post-Training Ternarisation to Qwen3-8B Capability Retention, Reproduction, Lossless Packing, and Packed Execution

    Sep 10, 2026Anirudh Malik, M Sparsh Mehra, Poojith DevanModel SizeQwen3

    OneBit AI

  13. Reading a Legal Question Word by Word: Embedding Trajectories of 2,144 Vietnamese Legal Headlines

    Sep 8, 2026Tran Minh QuanLegal DomainHeadlines

  14. Post-Training Ternarization of Qwen3-4B Capability, Effective Bit Budget, Storage Compression, and Deployment

    Sep 2, 2026Anirudh Malik, M Sparsh Mehra, Poojith DevanQwen3Small Large Language Models

    OneBit AI

  15. XVAE-WMT: Explainable Wavelet-Temporal Variational Autoencoder for Blind Source Separation of Heart and Lung Sounds

    Aug 31, 2026Yasaman Torabi, Shahram Shirani, James P. ReillySpeech SeparationQwen3

    Department of Electrical and Computer Engineering, McMaster University, Hamilton, ON L8S 4K1, Canada. · L.R. Wilson/Bell Canada Chair in Data Communications, Hamilton, ON L8S 4L7, Canada.

  16. When Models Hear What They Expect: Diagnosing Prosodic Heuristics in Multimodal Sarcasm Detection

    Aug 31, 2026Yongjian Chen, Pengfei Wei, Yiqun Sun +2HumorProsody

    Magellan Technology Research Institute (MTRI) · Center for Language and Cognition, University of Groningen, the Netherlands

  17. Puro-2B: Poor Lab's Qwen2-1.5B Trained on RTX 5090 within $5090

    Aug 27, 2026Kairong Luo, Jiarui Cui, Yaorui Yin +8Large Language Model PretrainingQwen3

    Tsinghua University · Pengcheng Laboratory

  18. 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

  19. How Much Does It Cost to Answer My Question? Benchmarking Cloud VLM-based VQA Systems

    Aug 8, 2026Henri Vanhuynegem, Weitao Xu, Yiran Shen +1Recent Vision-Language ModelsQwen3

    Department of Software Technology, Delft University of Technology, Delft, The Netherlands · Department of Computer Science, City University of Hong Kong, Hong Kong SAR, China · School of Software, Shandong University, Jinan, China +1

  20. KV-Skill: Forging Expertise in the Model's Native Language

    Aug 5, 2026Zhaowei Han, Xiang Zhang, Bing Han +3Qwen3Frozen Language Model

    University of Michigan, Ann Arbor, MI, USA

  21. Qwen-3D: A Generalist 3D Vision-Language Model for Spatial Understanding

    Aug 4, 2026Lucy Lin, Ayush Jain, Yifan Liu +1Video Multimodal Large Language ModelsLarge Multimodal Models

    Carnegie Mellon University

  22. Stuck on "A": Diagnosing and Repairing Interface Injury in Attention-to-KDA Linearization of a 0.6B Language Model

    Aug 3, 2026Ronglong BaoDataset DistillationQwen3

    DT-Project

  23. Recursive Vision Language Models for General Symbolic Reasoning

    Aug 2, 2026Omid Nejati Manzari, Guillaume Lajoie, Hassan RivazLarge Reasoning ModelsQwen3

    Concordia University, Montreal, Canada · Mila — Quebec AI Institute · Université de Montréal

  24. Evaluating VLMs on Multimodal Aristotelian Persuasion Tasks

    Aug 2, 2026Khondoker Ittehadul IslamQwen3Persuasion

    Saarland University · Department of Language Science & Technology

  25. Meta-Task: Turning Terminal Task Synthesis into a Terminal Task for Scalable Agent Training

    Jul 30, 2026Zhihong Pan, Jiyuan He, Kai Zhang +5Synthetic TaskAgentic Benchmarks

    State Key Laboratory of Cognitive Intelligence, University of Science and Technology of China · Meituan

  26. Objective-Aligned Direct Answer SFT for Robust Multi-Frame Medical VQA

    Jul 30, 2026Site Li, Jianyi Hao, Xiaofeng LiuMedical Visual Question AnsweringSupervised Finetuning

    Yale University

  27. Kimi K3: Open Frontier Intelligence

    Jul 27, 2026Kimi Team, Tongtong Bai, Yifan Bai +399Qwen3Intelligence

  28. AllocBench: Measuring Online Tool Allocation Capability in LLM Agents

    Jul 25, 2026Daniel Wang, Andrew XuLarge Language Model AgentsQwen3

    Yale University

  29. Small Vision-Language Models Know When They Are Wrong But Cannot Say So: A Two-Model Study of Stated versus Internal Confidence Under Realistic Image Degradation

    Jul 24, 2026M M Asif FerdousConfidence CalibrationQwen3

    Independent Researcher

  30. Task Competence Is Not Instruction Following: Evaluating Instruction-Conflicting Behavior in Small Language Models

    Jul 21, 2026Mahdiyeh Farajidizaji, Vatsal RainaInstruction-Tuned ModelsInstruction

    Khajeh Nasir Toosi University of Technology · Apta AI, Spark AI Research

  31. Benchmarking Deep Learning Approaches for AEC Engineering Drawing Layout Detection and Information Extraction

    Jul 21, 2026Tianyang Huang, Alessio Lombardi, Ahmed Elnagar +7Deep Learning ArchitecturesDeep Learning

    Buro Happold Ltd., London, United Kingdom · Birmingham City University, Birmingham, United Kingdom

  32. Silent Alarm: A J-Space Protocol for Comparing Danger Recognition Across Models and Quantization Levels

    Jul 14, 2026Roman Prosvirnin, Victor Minchenkov, Alexey Soldatov +1Adversarial EvaluationSecurity Signals

    HSE University

  33. QwenPaw-Data: Bridging Facts, Methodology, and Execution for Autonomous Enterprise Data Analytics

    Jul 13, 2026Tianjing Zeng, Yuntao Hong, Zhongjun Ding +17Data Science AgentsMethodology

    Alibaba Group

  34. Cost of Reasoning in non-English Languages: A Case Study on Japanese

    Jul 11, 2026Yuu JinnaiReasoning TracesLanguage Pairs

    CyberAgent / Tokyo, Japan

  35. When Thinking Hurts: Epistemic Signals in the Reasoning Chains of Visual Language Models

    Jul 9, 2026Mayank SingalThoughtsVisual Reasoning

    Independent Researcher.

  36. NKI-Agent: Domain-Specific Fine-Tuning and Agentic Tool Use for Neuron Kernel Generation

    Jul 5, 2026Junjie Tang, Jun Huan, Hao Zhou +2Graphics Processing Unit KernelsCuda

    Amazon Web Services

  37. Quantize the Target, Quantize the Drafter: Efficient Inference with Qwen3.5-4B

    Jul 5, 2026Jaeyeon Kim, Jewon Lee, Bo-Kyeong KimLLM Inference OptimizationQwen3

    Nota Inc.

  38. Punching Above Their Weight: Classification-Head Fine-Tuning of Tiny Language Models (TLMs) for Verifiable Multiple-Choice Tasks

    Jul 4, 2026Bhavesh Sood, Jaromir SavelkaModel Fine-TuningQwen3

    Carnegie Mellon University

  39. Out-of-Distribution Generalization of Risk Aversion in Language Models

    Jul 2, 2026Kristina Zhang, Junior Chinomso Okoroafor, Benjamin Maltbie +3RiskLarge Language Model Safety

    Massachusetts Institute of Technology, Cambridge, MA, USA.

  40. Enhancing Fitness Intelligence through Domain-Specific LLM Post-Training

    Jul 2, 2026Xingtao Zhao, Tian Yang, Han JiangPhysical ActivitiesAthleticism

    School of Cyber Science and Technology Beihang University Beijing, China · School of Information Renmin University of China Beijing, China

  41. SimpleSearch-VL: A Simple Recipe for Multimodal Agentic Deep Search

    Jun 30, 2026Ming Dai, Zhihong Lu, Jinjie Gu +5Multimodal Search AgentsQwen3

    Southeast University · Ant Group

  42. RiverONE: Generating Knowledge-Intensive VLM by Simulated Quantum Machines

    Jun 29, 2026Xindian Ma, Xinyu Long, Yefei Zhang +11Large Language Model QuantizationRecent Vision-Language Models

    Thewake RiverYtz Lab

  43. How Far Do On-Prem Open LLMs Get on Text-to-SQL? A Cross-Family Size x Technique Frontier on BIRD

    Jun 29, 2026Vladimir BeskorovainyiText-To-SqlQwen3

    Besk Tech · Moscow Institute of Physics and Technology (MIPT)

  44. Fine-Tuning General-Purpose Large Language Models for Agricultural Applications:A Reproducible Framework and Evaluation Protocol Based on Qwen3-8B

    Jun 27, 2026Zhaoyang Li, Ruijie Zhang, Jiaqi Liu +1Precision AgricultureLarge Language Model Adaptation

    1Sanya University · 2Hebei International Studies University

  45. Discovering Millions of Interpretable Features with Sparse Autoencoders

    Jun 25, 2026XinYang He, Wei Wang, Bing Zhao +5Qwen3Refusals

    AI DATA, Alibaba Group Holding Limited · Beijing Institute of Technology

  46. Learning from Audio-Dependency Errors: Data Curation Strategies Based on Model Confusion Patterns in Audio Question Answering

    Jun 20, 2026Hyeonuk NamLarge Audio Language ModelsAudio Understanding

    Independent Researcher · Seoul, South Korea

  47. EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

    Jun 19, 2026Chang Nie, Chaoyou Fu, Junlan Feng +1Efficient Long-Context InferenceText Embeddings

    Nanjing University

  48. Evaluating LLMs for Real-World Web Vulnerability Detection

    Jun 19, 2026Sebastian Neef, Luca Jungnickel, Antonio Benjamin Buchholz +2Model VulnerabilitiesAttacker Large Language Model

    Technische Universität Berlin, Einsteinufer 17, 10587 Berlin, Germany · Freie Universität Berlin, Kaiserswerther Str. 16-18, 14195 Berlin, Germany

  49. Displacement Is Not Direction: Evaluating Fidelity Metrics for Quantized LLM Deployment

    Jun 17, 2026Miloš Nikolić, Ali Hadi Zadeh, Enrique Torres Sanchez +1Large Language Model QuantizationKullback-Leibler Divergence

    ByteShape · University of Toronto · Vector Institute for Artificial Intelligence

  50. LLM Judges Have Dark Current: A Psychometric Datasheet for LLM-as-a-Judge Evaluation

    Jun 14, 2026Hiroyasu Usami, Keisuke Hara, Ayato Tsuboi +1Llm-As-A-JudgeLarge Language Model Judges

    Department of Computer Science, Graduate School of Engineering, Chubu University, Kasugai, Aichi 487-8501, Japan · Mitsubishi Heavy Industries, Ltd., Research & Innovation Center, Heat Transfer Research Department, Takasago, Hyogo 676-8686, Japan

  51. Ouroboros-Spatial: Closing the Data-Model Loop for Spatial Reasoning

    Jun 10, 2026Enhan Zhao, Wei Wu, Yuanrui Zhang +2Spatial ReasoningMultimodal Reasoning Benchmarks

    1Peking University · 2Ant International · 3The University of Hong Kong

  52. IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking

    Jun 8, 2026Zechen Sun, Yuyang Sun, Zecheng Tang +6Long-Form GenerationLarge Language Model Generation

    Institute of Computer Science and Technology, Soochow University · 2Information Research Center of Military Science, PLA Academy of Military Science

  53. When Built-in Thinking Helps and Hurts: Constraint-Level Error Shifts in Instruction Following

    Jun 8, 2026Sai Adith Senthil KumarLarge Reasoning ModelsInstruction-Tuned Models

    George Mason University

  54. Stage-1 Controls the Entropy Regime, Not the Outcome

    Jun 8, 2026Jianxiong ShenMulti-Stage TrainingWarm Starts

  55. Failure-Aware Refinement of Vision-Language Model for Lithography Defect Detection

    Jun 8, 2026Pangyun Jeong, Jiyeong Kong, Yuehua Hu +2Defect DetectionLithography

    1HYU-KITECH Joint Department, Hanyang University, Ansan, 15588, Korea · 4Korea Institute of Industrial Technology, Ansan, 15588, Korea · 2Micro/Nano System Department, Korea University, Seoul 02841, Korea +1

  56. EASE-TTT: Evidence-Aligned Selective Test-Time Training for Long-Context Question Answering

    Jun 5, 2026Xiaopeng Yuan, Zebin Wang, Suwen Wang +3Efficient Long-Context InferenceQuestion-Answering Benchmarks

    University of Illinois Urbana-Champaign · 2Harvard University · 3Brion, ASML US LP +1

  57. Ryze: Evidence-Enriched Data Synthesis from Biomedical Papers

    May 30, 2026Yeqi Huang, Yue Chen, Yanwei Ye +2Biomedical TextQwen3

    University of Edinburgh, United Kingdom

  58. The Right Inference Strategy Is All You Need: Nearly Training-Free Domain-Wise Inference for EgoCross Challenge

    May 30, 2026Leyi Wu, Yifan Zhao, Jinjie Zhang +2Egocentric VideoQwen3

    HKUST(GZ) · Knowin · HKUST

  59. CASTLE2026 Team WDL Technical Report

    May 30, 2026Zhengyang Li, Zhenglin Du, Yi Wen +3Long Video Question AnsweringEgocentric Video

    Key Laboratory of Intelligent Perception and Image Understanding

  60. LinguIUTics at PsyDefDetect: Iterative Imbalance-Aware Fine-tuning of Qwen3-8B for Psychological Defense Mechanism Classification

    May 30, 2026Shefayat E Shams Adib, Ahmed Alfey Sani, Md Hasibur Rahman Alif +1LLM Defense MechanismsQwen3

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