Large Language Models(Llms

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8 papers in the last four weeks, up 60% on the four weeks before. 0.1% of all new papers.

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  1. HakiCC: LLM-Driven Multi-Agent Design and Optimization of Concurrency Control Protocols

    Oct 1, 2026Farzad Habibi, Juncheng Fang, Faisal NawabMulti-Agent CommunicationLarge Language Models(Llms

    University of California, Irvine

  2. LabBook: Harnessing Experimental History for Efficient LLM-Driven Discovery

    Sep 30, 2026Bo Yuan, Wenqian Ye, Zelin Zhao +4Evolutionary SearchAgentic Discovery

    Georgia Institute of Technology · University of Virginia, Charlottesville

  3. AIR-LLM: Broadcasting AI Weights over Radio for Memory-Free Edge LLM Inference via RF Computing

    Sep 30, 2026Zhihui Gao, Tingjun Chen, Dirk EnglundLLM Inference OptimizationEdge Devices

    Massachusetts Institute of Technology Cambridge, MA, USA · Duke University Durham, NC, USA

  4. dattri-LLM: A Unified and Efficient Library for Training Data Attribution at LLM Scale

    Sep 30, 2026Shixuan Liu, Tongli Zhou, Junwei Deng +2Large Language Model TrainingLarge Language Models(Llms

    University of Illinois at Urbana-Champaign · Google

  5. 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

  6. Training and Inference Dynamics of PLDR-LLMs: Row-Map Collapse, Renormalization, and Predictive Reduction

    Sep 28, 2026Burc GokdenInference DynamicsRenormalization Group

    Fromthesky Research Labs LLC, Oregon, USA

  7. TelecomGPT-R1: Unified Post-Training for Reasoning Across Heterogeneous Telecom Tasks

    Sep 21, 2026Bohao Wang, Chenwei Wu, Hang Zou +7Large Reasoning ModelsLarge Language Models(Llms

    College of Information Science and Electronic Engineering, Zhejiang University, 310027 Hangzhou, China · Research Institute for Digital Future, Khalifa University, P O Box 127788, Abu Dhabi, UAE · Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI 48109-2122, USA +1

  8. From Semantic Decisions to Feasible Trajectories: Self-Evolving LLM-Guided Optimal Control for Narrow-Space Parking

    Sep 21, 2026Zhengbao Yao, Yuanfu Luo, Kehan XueRobust TrajectoryVehicle Dynamics

    xLean Robotics Co., Ltd.

  9. LLM4CKD: Large Language Models for Early Stage Chronic Kidney Disease Screening

    Sep 3, 2026Muhammad Ashad Kabir, Sirajam MuniraChronic Kidney DiseaseScreening

    School of Computing, Mathematics and Engineering Charles Sturt University NSW, Australia · Department of Computer Science Rensselaer Polytechnic Institute NY, USA

  10. LLM-based Hardware Development with Hierarchical IRs and End-to-End Multi-Agent Workflow

    Aug 31, 2026Chenyang Yin, Agasthi Haputhanthri, Aditya Anirudh Jonnalagadda +7High-Level SynthesisEdge Hardware

    National University of Singapore · Shandong University · Stanford University +1

  11. From Solver Feedback to Faithful Plans: Multi-Role Reinforcement Learning for Symbolic Planning

    Aug 22, 2026Chenghao Zhang, Yikai Mao, Haoyu Gao +4Neuro-Symbolic FrameworkMulti-Turn Reinforcement Learning

    University of Pennsylvania · Georgia Institute of Technology · Pace University +1

  12. AaLLM: An End-to-End Analog Circuit Design Framework from Topology Generation to Sizing Using Large Language Models

    Aug 13, 2026Mohammed Ayman Habib, Rylan Hart, Morteza FayaziAnalog DesignCircuits

    University of Utah, Salt Lake City, Utah, USA

  13. FM-LLM: A frequency-enhanced mixture-of-experts framework for adapting LLMs to time series forecasting

    Aug 12, 2026Rentao Gu, Yihang Ding, Junjie Li +5Time Series ForecastingFrequency-Aware Regularization

    Beijing University of Posts and Telecommunications, Beijing, 100876, China · China Telecom Research Institute, Beijing, 100032, China

  14. LLMVisor: A Real-Time Latency Attribution Model for Multi-Tenant LLM Serving

    Aug 9, 2026Shuowei Jin, Xueshen Liu, Jiaxin Shan +4LLM Inference OptimizationLarge Language Models(Llms

    University of Michigan · ByteDance

  15. MI-MIDI: Mechanistic Interpretability of Text-to-MIDI Generation Models via Probing, Lenses and Steering

    Aug 6, 2026Jakub Poćwiardowski, Mateusz ModrzejewskiText-To-MusicText Generation

    Institute of Computer Science Warsaw University of Technology Warsaw, Poland

  16. DASyR-LLM: Domain-Aware Symbolic Regression with LLMs for Kinetic Model Discovery

    Aug 5, 2026Roberto Aliaga Medina, Paulina Quintanilla, Antonio del Rio ChanonaSymbolic RegressionChemical Process Systems

    Department of Chemical Engineering Imperial College London South Kensington, London, SW7 2AZ, UK · Department of Chemical Engineering, Biotechnology, and Materials University of Chile, Santiago, Chile · Department of Chemical Engineering University College London Gower Street, London, WC1E 6BT, UK

  17. A-SR: Self-Evolving Agentic LLMs for Symbolic Regression via Hierarchical Coordination

    Aug 5, 2026Wenxiao Zhao, Dong Liu, Kaiyi Xu +9Symbolic RegressionLarge Language Models(Llms

    Shanghai AI Laboratory · University of California at Los Angeles · Tongji University

  18. SeqLLM: Augmenting LLMs with Behavioral-Sequence Modeling for High-Stakes Decisions at WeChat Pay

    Aug 4, 2026Guilin Li, Jiaxing Zhang, Matthias Hwai Yong Tan +2Large Language Models(LlmsSequence Modeling

    Shanghai Jiao Tong University China

  19. The Graph Language: How Knowledge Graphs Speak to Large Language Models

    Aug 2, 2026Giuseppe PirròKnowledge GraphsLLM Reasoning Strategies

    DeMaCS, University of Calabria

  20. What Could the Agent See at 19:05? Generating Temporal Enterprise Scenarios from Real Research and Replaying Them to Evaluate Agents

    Aug 2, 2026Tezan Sahu, Himani AroraAgentic EvaluationsSnapshots

    Microsoft Hyderabad, India

  21. LLM-OSDA: An Optimal-Stopping Dynamic Auction for Native Advertising in Multi-Turn LLM Conversations

    Jul 31, 2026Yan Fang, Jialin Chen, Chun Gan +5AdsLarge Language Models(Llms

    1JD.com, Inc. · 2Shanghai University of Finance and Economics · University of Sydney +1

  22. MMLDSum-LLM: Multimodal Long-Document Summarization with Visual-Alignment and Keyword-Aware

    Jul 30, 2026Xianpeng Zhang, Jiahua Yang, Dongyu Chen +7Multimodal Large Language ModelsMultimodal Documents

    OPPO Guangdong Mobile Telecommunications Co., Ltd.

  23. Gradient-free Task-Conditioned Retrieval for On-Device In-Context Learning

    Jul 30, 2026Xinyu Luo, Hui Liu, Yihua Shao +3In-Context LearningIn-Context

    City University of Hong Kong, China · Institute of Automation Chinese Academy of Sciences, China

  24. Model-Driven Requirements Configuration with Three-Valued Uncertainty Scoring

    Jul 28, 2026Ahmed IbrahimLarge Language Models(LlmsUncertainty Score

    aWestern University, London, Canada

  25. LLM4OSC: Profile-Bound Natural Language Control with Deterministic Validation for Open Sound Control

    Jul 28, 2026Yuan-Yi FanLarge Audio Language ModelsLarge Language Models(Llms

    Los Angeles

  26. Developing and Validating the Spanish Version of the Large Language Models Dependency Scale (LLM-D12-SP)

    Jul 24, 2026Tran Gia Bao, Mo El-Haj, Sameha Al-Shakhsi +3Psychometric PropertiesSpanish

    VinUniversity · Lancaster University · Hamad Bin Khalifa University +2

  27. The Geometry of Personality: Activation Steering with Jungian Cognitive Functions

    Jul 23, 2026Liu Zai, Yumeng Wang, Junchen Fu +1PersonalityCognitive Science

    University of Glasgow · Leiden University

  28. VEHBench: A Stage-Local Diagnostic Benchmark for LLM-Assisted Vibration Energy Harvester Design

    Jul 20, 2026Depeng Su, Yuyu Luo, Guobiao HuLarge Language Models(LlmsDiagnostic Benchmark

    1Internet of Things Thrust, Information Hub 2Data Science and Analytics Thrust, Information Hub The Hong Kong University of Science and Technology (Guangzhou)

  29. CommitLLM: A Fine-Tuned Pipeline for Git Commit Message Generation

    Jul 20, 2026Md Rafid Haque, Poojan Narendrabhai Patel, Meetkumar Vijaybhai RaychuraCommitsLarge Language Models(Llms

    University of Illinois at Chicago

  30. CityLLM: A framework for natural-language querying of semantic 3D city models

    Jul 16, 2026Rabindra Lamsal, Sisi Zlatanova, Johnson Xuesong ShenSemantic GeometryCities

    GRID Lab, School of Built Environment, UNSW Sydney, NSW 2052, Australia · School of Civil and Environmental Engineering, UNSW Sydney, NSW 2052, Australia

  31. Automatic Model-Hardware Co-Adaptation for Heterogeneous AI Accelerators

    Jul 14, 2026Tian Chen, Mingheng Mi, Pu Wang +2Large Language Models(LlmsMeta

    Pazhou Laboratory (Huangpu) · Unaffiliated

  32. LLM for EDA in Front-End Design: Challenges and Opportunities

    Jul 10, 2026Kangwei Xu, Bing Li, Ulf SchlichtmannElectronic Design AutomationHigh-Level Synthesis

    Chair of Electronic Design Automation, Technical University of Munich (TUM), Munich, Germany · Resource-Efficient AI Group, Technical University of Ilmenau, Ilmenau, Germany

  33. Integrating knowledge graphs and multilingual scholarly corpora for domain-adaptive LLMs in SSH

    Jul 7, 2026Adam Faci, Alessio Miaschi, Anne Combe +4Large Language Model AdaptationLarge Language Models(Llms

    Huma-Num, CNRS, Paris, France · CNR - Institute for Computational Linguistics “A. Zampolli” (CNR-ILC), Pisa, Italy · Inria, France +1

  34. LLM-as-a-Verifier: A General-Purpose Verification Framework

    Jul 6, 2026Jacky Kwok, Shulu Li, Pranav Atreya +6Large Language Models(LlmsFeedback

    Stanford University · UC Berkeley · NVIDIA Research

  35. SemHash-LLM: A Multi-Granularity Semantic Hashing Framework for Document Deduplication

    Jul 2, 2026Xinyi Fang, Kejian Tong, Jiabei Liu +2Locality-Sensitive HashingSimilarity and Metrics

    Independent Researcher · Shanghai, China · Mukilteo, USA +5

  36. ADVENT: LLM-Driven Automatic Predicate Invention for ILP

    Jul 2, 2026Tingting Yu, Pei-Cing Huang, Chan Hsu +2InductionSymbolic Predicates

    Department of Information Management National Sun Yat-Sen University Kaohsiung, Taiwan

  37. CSO-LLM: Class Subspace Orthogonalization for Post-Training Backdoor Detection and Trigger Inversion in LLMs

    Jun 30, 2026Zhengxing Li, David J. Miller, Guangmingmei Yang +1Attacker Large Language ModelClean Label Backdoor Attack

    Electrical Engineering Dept Penn State University University Park, PA 16802 · Anomalee Inc. · Computer Science & Engineering Dept Penn State University University Park, PA 16802 +1

  38. What the LLM Should Not Say: Boundary-Aware Context Grounding for A Seven-Channel EEG Agent

    Jun 25, 2026Zhiyuan Xu, Yueqing Dai, Junling Li +1ElectroencephalographyLarge Language Models(Llms

    Shanghai Pulse Element Intelligent Technology Co., Ltd. (NeuraDock)

  39. HERALD: High-Throughput Block Diffusion LLM Serving via CPU-GPU Cooperative KV Cache Retrieval

    Jun 19, 2026Omin Kwon, Doyeon Kim, Jongseok Park +3LLM Inference OptimizationDiffusion Language Models

    Seoul National University Seoul, Republic of Korea · UC Berkeley Berkeley, CA, USA

  40. The Correctness Illusion in LLM-Generated GPU Kernels

    Jun 18, 2026Dipankar SarkarGraphics Processing Unit KernelsCorrectness

    Arizona State University, USA

  41. LLMZero: Discovering Adaptive Training Strategies for RL Post-Training via LLM Agents

    Jun 16, 2026Haoyang Fang, Wei Zhu, Boran Han +11Reinforcement Learning Post-TrainingLarge Language Model Training

    †LLMZero Project Core Team. · ∗Work done at Amazon.

  42. FactoryLLM: A Safe and Open-Source AI Playground for Evaluating LLMs in Smart Factories

    Jun 12, 2026Yash Pulse, Yong-Bin Kang, Abhik Banerjee +2Large Language Models(LlmsIndustrial Automation

    Swinburne University of Technology, Melbourne, Australia

  43. An LLM System for Autonomous Variational Quantum Circuit Design

    Jun 11, 2026Kenya Sakka, Wataru Mizukami, Kosuke MitaraiVariational Quantum CircuitsQuantum Circuits

    Center for Quantum Information and Quantum Biology, The University of Osaka, 1-2 Machikaneyama, Toyonaka 560-0043, Japan · Graduate School of Engineering Science, The University of Osaka 1-3 Machikaneyama, Toyonaka, Osaka 560-8531, Japan

  44. Layer-Isolated Evaluation: Gating the Deterministic Scaffold of a Production LLM Agent with a No-LLM, Regression-Locked Test Harness

    Jun 10, 2026Sawyer Zhang, Alexander Wang, Sophie LeiAgentic EvaluationsLarge Language Model Agents

    Lumivate (Lumi)

  45. Dep-LLM: Training-Free Depression Diagnosis via Evidence-Guided Structured Multi-factor with Reliable LLM Reasoning

    Jun 9, 2026Yiqing Lyu, Xianbing Zhao, Buzhou Tang +1DepressionLarge Language Models(Llms

  46. Beyond English benchmarks: clinical llm evaluation in Brazilian Portuguese

    Jun 5, 2026Giordano de Pinho Souza, Glaucia Melo, Josefino Cabral Melo Lima +1PortugueseMultilingual Benchmark

    Federal University of Rio de Janeiro · Toronto Metropolitan University Toronto, CA

  47. Breaking the Ice: Analyzing Cold Start Latency in vLLM

    Jun 5, 2026Huzaifa Shaaban Kabakibo, Animesh Trivedi, Lin WangLLM Inference OptimizationLarge Language Models(Llms

    Paderborn University, Paderborn, Germany · IBM Research Europe, Zurich, Switzerland

  48. FunctionEvolve: Structure-Guided Symbolic Regression with LLMs

    Jun 5, 2026Zeyu Xia, Jun Zhu, Dong YanSymbolic RegressionEvolutionary Search

    Bosch Center for Artificial Intelligence · Department of Computer Science and Technology, Tsinghua University · Department of Computer Science and Technology +1

  49. Design a Reliable LLM-Integrated Interface for Mortality Forecasting

    Jun 4, 2026Thi Kim Ngan NguyenIntensive Care Unit Mortality PredictionLarge Language Model Forecasting

    Curtin University

  50. LLMCodec: Adapting Video Codecs for Efficient Weight Compression of Large Language Models

    Jun 4, 2026Rui Wang, Yan Zhao, Li Song +1Large Language Model CompressionVideo Coding

    Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University. Shanghai, China

  51. Ekka: Automated Diagnosis of Silent Errors in LLM Inference

    Jun 3, 2026Yile Gu, Zhen Zhang, Shaowei Zhu +4DiagnosisLarge Language Models(Llms

    University of Washington · 2Amazon Web Services.

  52. Rethinking Sales Lead Scoring with LLM-based Hierarchical Preference Ranking

    Jun 3, 2026Chenyu Zhang, Yiwen Liu, Yin Sun +4Sales LeadPreference Alignment Learning

    Intelligent Business Team, Li Auto Inc.

  53. Deliberate Evolution: Agentic Reasoning for Sample-Efficient Symbolic Regression with LLMs

    Jun 3, 2026Xinyu Pang, Zhanke Zhou, Xuan Li +5Symbolic RegressionLarge Language Models(Llms

    Beijing National Research Center for Information Science and Technology (BNRist), Department of Automation, Tsinghua University, Beijing, P.R. China · TMLR Group, Department of Computer Science, Hong Kong Baptist University · Lenovo Research

  54. E2LLM: Towards Efficient LLM Serving in Heterogeneous Edge/Fog Environments

    Jun 2, 2026Truong-Thanh Le, Amir Taherkordi, Hoang-Loc La +3LLM Inference OptimizationEdge Devices

    Department of Informatics University of Oslo Oslo, Norway · Department of Computer Science UiT The Arctic University of Norway Tromsø, Norway

  55. Can LLM Rerankers Predict Their Own Ranking Performance?

    Jun 2, 2026Shiyu Ni, Keping Bi, Jiafeng Guo +3Large Language Model RerankingCross-Encoder Reranking

    State Key Laboratory of AI Safety · Institute of Computing Technology, Chinese Academy of Sciences · University of Chinese Academy of Sciences

  56. AgentRedBench: Dynamic Redteaming and Integration-Aware Defense for LLM Agents over SaaS Integrations

    Jun 1, 2026Hiskias Dingeto, William LeeneyRed-TeamingIndirect Prompt Injection

    StackOne Technologies

  57. Algorithmic algorithm development with LLMs: A Case Study on LLM-Usage for Contraction Order Optimization in Tensor Networks

    Jun 1, 2026Fabian Hoppe, Melven Röhrig-Zöllner, Philipp KnechtgesEvolutionary SearchLarge Language Models(Llms

    German Aerospace Center (DLR), Institute of Software Technology, department High-Performance Computing, Cologne (Germany)

  58. Do Proactive Agents Need an LLM to Decide When to Act?

    May 28, 2026Xiaoze Liu, Ruowang Zhang, Amir H. Abdi +5Large Language Models(LlmsPrivacy

    Purdue University · Microsoft · Michigan State University +1

  59. BitTP: The Lightweight Trajectory Prediction Model with BitLLM for Edge-Devices

    May 28, 2026Mincheol Kang, Hyunjin Lim, Bomin Kang +1Large Language Model QuantizationEgo-Trajectory Prediction

    1KAIST, Republic of Korea · 2DGIST, Republic of Korea

  60. LLM-ALSO: LLM-Driven Adaptive Learning-Signal Optimization for Multi-Agent Reinforcement Learning

    May 28, 2026Xiaoguang Wu, Zhi Zheng, Hui XiongMulti-Agent Reinforcement LearningParameter-Efficient Adaptation

    University of Science and Technology of China · Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China · 2Thrust of Artificial Intelligence, The Hong Kong University of Science and Technology (Guangzhou)