Tuning

Ask about this topic

Momentum

16 papers in the last four weeks, with none the four weeks before. 0.2% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 104

All topics
CardsList

  1. HeadEdit: Calibrating Language Model Behavior Through the Frozen Unembedding Matrix

    Oct 1, 2026Zirui He, Haiyan Zhao, Jingyu Hu +5Large Language Model AlignmentTuning

    New Jersey Institute of Technology · University of Bristol · Kuaishou Technology +1

  2. Inline Memory Meets Reusable Skills: Memory-centric Framework for Vision-Language-Action Model

    Sep 30, 2026Zaijing Li, Rui Shao, Bing Hu +3Vision-Language Model AdaptationScalable Robot Learning

    Harbin Institute of Technology (Shenzhen) · Pengcheng Laboratory

  3. NodeGround: A Node Classification Benchmark in the Graph Foundation Model Era

    Sep 30, 2026Jinmo Lee, Dooho Lee, Minho Jeong +1Graph Foundation ModelGraph Neural Networks

    Nums AI

  4. Transfer Calibrated Prediction Powered Inference

    Sep 28, 2026Aditya T. Vadlamani, Jae Ho Chang, Srinivasan Parthasarathy +1Domain AdaptationOnline Conformal Prediction

    The Ohio State University · Yale University

  5. Automated Regulatory Compliance Question Answering in Financial Services with Domain-Adapted Retrieval-Augmented Generation

    Sep 24, 2026Tobias Deußer, Abhishek Pillai, Aurelio F. Bariviera +5ComplianceBanking

    University of Bonn, Bonn, Germany · Lamarr-Institute for Machine Learning and Artificial Intelligence, Bonn, Germany · Universitat Rovira i Virgili, Reus, Spain +1

  6. AutoTuneBench: Trustworthy Measurement for Agent Auto-Tuning of LLM Serving Engines

    Sep 16, 2026Li ChenAgentic BenchmarksLarge Language Model Benchmarks

  7. Not All Layers Need Tuning: Diagnosing and Directing Adaptation in Vision-Language-Action Models

    Sep 16, 2026Shahram Najam Syed, Arthur Jakobsson, Prayuj Sachdev +1Vision-Language Model AdaptationDiffusion-Based Vision-Language-Actions

    Robotics Institute, Carnegie Mellon University, Pittsburgh, USA · Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, USA

  8. Accelerating Transfer-Learning-Based Autotuning with Predictive LLVM IR Performance Ranking

    Sep 14, 2026Md Arafat Hossain, Thomas Randall, Akash Dutta +3High-Performance ComputingCode Optimization

    School of Computing Clemson University Clemson, South Carolina, USA · MCS Argonne National Laboratory Lemont, Illinois, USA

  9. Partition-Invariant Tuning for 3D Scene Understanding

    Sep 14, 2026Hongqiang Lin, Tianle Wang, Shuiwang Li +4Point Clouds3D Scene Understanding

    ZJU · GUT · THU +3

  10. R4Tun: LLM-guided adaptive segmental tunnel lining segmentation in point clouds

    Sep 11, 2026Xinghui Tao, Zehao Ye, Guangming Wang +2Large Language Model AdaptationPoint Clouds

    Construction Engineering, University of Cambridge, Trumpington Street, Cambridge, CB2 1PZ, United Kingdom · Department of Engineering, Durham University, Stockton Road, Durham, DH1 3LE, United Kingdom

  11. Structure-Aware Unsupervised Anomaly Detection for Spacecraft Telemetry with Adaptive EVT Thresholding

    Sep 9, 2026Óscar Alcarria, Rafael Sánchez, Javier Sempere +5Interpretable Anomaly DetectionGraph Anomaly Detection

    Universidad de Castilla-La Mancha, Albacete, Spain · GMV GmbH, Darmstadt, Germany · GMV, Madrid, Spain

  12. Layerwise Tunable Lifting Scheme for the Convolutional Neural Network

    Sep 9, 2026Abdumannon Yovkochov, An Le, Sungbal Seo +2Resnet-18Convolutional Neural Networks

    Electrical and Computer Engineering Department, University of California San Diego, La Jolla, CA 92093, USA · Department of Computer Engineering, Tech University of Korea, Siheung 15073, Korea

  13. Population Ecology of Tunes

    Sep 8, 2026John M. McBride, Armand. M. LeroiCultural EvolutionPopulation Dynamics

    Department of Behavioral and Cognitive Biology, University of Vienna, Vienna, Austria · Acoustic Research Institute, Austrian Academy of Science, Vienna, Austria · Department of Life Sciences, Imperial College London, London, UK +1

  14. A Decade of Bayesian Optimization for Controller Tuning and Robot Learning: Tutorial, Review, and Future Prospects

    Sep 8, 2026David Stenger, Paul Brunzema, Johanna Menn +3Bayesian OptimizationControl Architecture

    RWTH Aachen University, Aachen, Germany · University of Technology Nuremberg, Nuremberg, Germany · Technical University of Munich, Munich, Germany

  15. Why shared attention vectors fail: a case for outcome-indexed tuning

    Sep 8, 2026Lenard DomeAttention LayersLinear Attention

    Department of Psychiatry and Psychotherapy, Faculty of Medicine University of Tübingen, Tübingen, Germany · German Center for Mental Health (DZPG), Tübingen, Germany

  16. MeRoTune: RoPE-Safe Merging with a Tunable Dial

    Sep 7, 2026Salman FarozRotary Position EmbeddingSoft-Token Representations

  17. SpecDrop: Parameter-Free Category-Conditioned Routing for Modular Specialization

    Aug 4, 2026Boyao Wang, Zhihan LeiMixture-Of-ExpertsLarge Language Model Routing

    Machine Learning Department Carnegie Mellon University

  18. LoCA: Forward-Only LLM Tuning after One-Shot Calibration with Local Credit Assignment

    Aug 4, 2026Linhan Xia, Rui Liu, Zhaofeng Zhang +3Multi-LoraPer-Node Correction

    University of Oklahoma · 4Tencent · 2Imperial College London +5

  19. Less Is More: Tuning Configurable Systems with Imperfect Fidelity

    Aug 1, 2026Yulong Ye, Miqing Li, Tao ChenTuningToken Budget Allocation

    IDEAS Lab · University of Birmingham · Birmingham, United Kingdom

  20. Reinforcement Learning based DBMS Buffer Pool Auto-Tuning for Optimal Memory Utilization

    Jul 31, 2026Yifan Wang, Patrick Royer, Raphaël Féraud +1TuningCode Optimization

    Orange, France · Inria, France · Université de Lille, France

  21. Stacking the Deck: Tunable Trainability in Stacked LCUs

    Jul 27, 2026Nikhil Khatri, Stefan Zohren, Gabriel MatosVariational Quantum CircuitsQuantum Phases

    Machine Learning Research Group, University of Oxford, United Kingdom · 2Quantinuum, London, United Kingdom

  22. An LLM-Driven Workflow for Automated Process Control Strategy Generation and Tuning from Dynamic Process Models

    Jul 23, 2026Ari Luna Rueda, Eike Cramer, Klaus Hellgardt +1Robust ControlArtificial Intelligence Control

    Department of Chemical Engineering Imperial College London London, UK · Department of Chemical Engineering University College London London, UK

  23. A Unified Moral-Value Dataset for Instruction Tuning

    Jul 23, 2026Zhaohui Zeng, Florian MaiInstruction TuningMoral Reasoning

    1RWTH Aachen · University of Bonn · 3Lamarr Institute for Machine Learning and Artificial Intelligence

  24. Three-Pronged Spectral Control for Federated Parameter Efficient Fine Tuning

    Jul 23, 2026Shiva Raj Pokhrel, Dipsan Bhattarai, Anwar WalidParameter-Efficient Fine-Tuning MethodsTuning

    School of IT, Deakin University, Australia · Columbia University, USA

  25. Scalable Keyword Spotting via Modular Network Expansion

    Jul 22, 2026Viktor Khaymonenko, Dzmitry Saladukha, Aliaksei Rak +1Keyword SpottingParameter-Efficient Adaptation

    Embedded Voice Input Team, Yandex, Russia · Embedded Voice Input Team, Yandex, Belarus

  26. Point Ladder Tuning: Parameter-Efficient Hierarchical Adaptation for 3D Point Cloud Understanding

    Jul 21, 2026Junlin Chang, Longhao Zou, Rui LiPoint CloudsParameter-Efficient Fine-Tuning Methods

    Beihang University, Beijing · Pengcheng Laboratory, Shenzhen

  27. Formulation-Level Auto-Tuning for QUBO-Based Machine Learning: A Case Study Across Multiple Quantum-Inspired Annealers

    Jul 21, 2026Naoya Mizuki, Takahiro Katagiri, Daichi Mukunoki +1Quantum AnnealingQuadratic Unconstrained Binary Optimization

    Graduate School of Informatics, Nagoya University · Information Technology Center, Nagoya University

  28. Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies

    Jul 19, 2026Luyu Qiu, Jianing Li, Hwanhee Kim +4Transformer ArchitecturesTask Arithmetic

    1The Hong Kong University of Science and Technology · 2The Hong Kong Polytechnic University · University of California, Berkeley

  29. TopoTuner: Topological Finetuning of Large Language Models

    Jul 18, 2026Abdulkadir Erol, Yash Mahajan, Vepaul Hariprashad +4Model Fine-TuningTuning

    Department of Computer Science University of Central Florida Orlando, USA · Department of Computer Science University of Manitoba Canada · Department of Finance University of Central Florida Orlando, USA

  30. When to Use Which? Benchmarking Optimisers for Configurable Systems under Varying Budgets

    Jul 17, 2026Chao Jiang, Yulong Ye, Tao Chen +1Token Budget AllocationTuning

    University of Birmingham, United Kingdom · IDEAS Lab, University of Birmingham, United Kingdom

  31. Efficient Tuning Before Low-Bit Post-Training Quantization for Stochastic Gradient Descent-optimized Models

    Jul 13, 2026Peng Xia, Junbiao Pang, Muhammad Ayub SabirPost-Training QuantizationQuantized

    School of Information Science and Technology, Beijing University of Technology, Beijing 100124, China

  32. Action-Factored Multi-Agent Reinforcement Learning for Scalable Quantum Device Tuning

    Jul 10, 2026Edwin De Nicolo, Rahul Marchand, Cornelius Carlsson +2Quantum ProcessorMulti-Agent Reinforcement Learning

    Department of Physics University of Oxford United Kingdom · Department of Engineering Science University of Oxford United Kingdom

  33. Super-Tuning: From Activation-Aware Pruning to Sparse Fine-Tuning

    Jul 10, 2026Ivan Ilin, Philip Zmushko, Peter RichtárikParameter-Efficient Fine-Tuning MethodsModel Fine-Tuning

    KAUST

  34. PAST-TIDE: Prototype-Anchored Statement Tuning with Topic-Invariant Normalization for Stance Detection

    Jul 6, 2026Md. Shakhoyat Rahman Shujon, MD Jahid Hasan Jim, Md. Milon Islam +2Cross-Topic Arabic Stance DetectionNatural Language Processing

    Department of Computer Science and Engineering, Khulna University of Engineering & Technology · Department of Electrical and Computer Engineering, University of Waterloo · Department of Machine Learning, Mohamed bin Zayed University of Artificial Intelligence

  35. MPSelectTune: Prompt-type Selection for Fine-tuning improves Concept Unlearning in LLMs

    Jul 4, 2026Shubhadip Nag, Srinjoy Das, Agniva Saha +5Large Language Model UnlearningAdversarial Prompts

    *IIT Kharagpur · †MPI-SWS · ‡HPE Labs

  36. Self-Supervised Test-Time Tuning for Packet Loss Concealment

    Jul 2, 2026Yehoshua Dissen, Joseph KeshetSelf-Supervised LearningParameter-Efficient Adaptation

    Andrew and Erna Viterbi Faculty of Electrical and Computer Engineering, Technion–Israel Institute of Technology, Haifa 3200003, Israel

  37. ADAPT: Attention Dynamics Alignment with Preference Tuning for Faithful MLLMs

    Jun 30, 2026Zhiyuan Yao, Zheren Fu, Zhixiao Zheng +3Multimodal Large Language ModelsLarge Language Model Hallucination

    University of Science and Technology of China, Hefei, China · State Key Laboratory of Communication Content Cognition, People’s Daily Online, China · Huawei Technologies Ltd., China

  38. Compiler-Driven Approximation Tuning for Hyperdimensional Computing

    Jun 25, 2026Xavier Routh, Abdul Rafae Noor, Akash Kothari +4Hardware EfficiencyApproximation

    University of Illinois Urbana-Champaign Urbana, IL, USA · University of California San Diego La Jolla, CA, USA

  39. Improving Text-to-Music Generation with Human Preference Rewards

    Jun 19, 2026Yonghyun Kim, Junwon Lee, Haiwen Xia +2Text-To-MusicPreference Datasets

    Georgia Tech · KAIST · Peking University +2

  40. Gradient-Based Learning of Parametric Engine Sound Representations for Real-Time Resynthesis and Tuning on Embedded Systems

    Jun 19, 2026Robin Doerfler, Matthieu Kuntz, Clemens ZimmerCombustion ControlTuning

    Impulse Audio Lab GmbH Munich, Germany

  41. Probe-and-Refine Tuning of Repository Guidance for Coding Agents

    Jun 18, 2026Asa Shepard, Jeannie AlbrechtCoding AgentsGuidance

    Williams College

  42. AutoPass: Evidence-Guided LLM Agents for Compiler Performance Tuning

    Jun 18, 2026Zepeng Li, Jie Ren, Zhanyong Tang +2Code OptimizationTuning

    Shaanxi Normal University · China · Northwest University +2

  43. Constraint-aware Optimization in Auto-Tuning

    Jun 17, 2026Floris-Jan Willemsen, Stijn Heldens, Rob V. van Nieuwpoort +1Genetic AlgorithmsTuning

    LIACS, Leiden University, the Netherlands · Netherlands eScience Center, Amsterdam, the Netherlands

  44. PragReST: Self-Reinforcing Counterfactual Reasoning for Pragmatic Language Understanding

    Jun 17, 2026Jihyung Park, Minchao Huang, Leqi Liu +1LLM Reasoning StrategiesNatural Language Processing

    The University of Texas at Austin

  45. SubT: Subspace Tuning for Few-shot Generalization of Audio-Language Models

    Jun 17, 2026Jaehyuk Jang, Kangwook Ko, Wonjun Lee +1Few-Shot LearningTuning

    KAIST

  46. Deep-Learning-Based Pixelated Microwave Filter Design and Characterization using Electro-Optical Electric-Field Measurements

    Jun 16, 2026Han Zhou, Richard Bannister, Caspar Pierce +9OpticalDeep Learning

    Chalmers University of Technology, Gothenburg, Sweden · Advanced Technology Institute, University of Surrey, Guildford, UK · National Physical Laboratory, Teddington, UK.

  47. TuneAhead: Predicting Fine-tuning Performance Before Full Training Begins

    Jun 16, 2026Yuxiang Luo, Haonan Long, Chen Wang +6Model Fine-TuningTuning

    The Hong Kong University of Science and Technology (Guangzhou) · Huawei Technologies Ltd.

  48. TuneJury: An Open Metric for Improving Music Generation Preference Alignment

    Jun 15, 2026Yonghyun Kim, Junwon Lee, Haiwen Xia +5Text-To-MusicSong Generation

    Georgia Tech · KAIST · Peking University +3

  49. Tuning Agent-Based Predator-Prey Models Toward Lotka-Volterra Dynamics

    Jun 11, 2026Corinna Mandl, Siddharth Chaturvedi, Marcel van GervenPredator-Prey ModelsAgent-Based Model

    Department of Machine Learning and Neural Computing Donders Institute for Brain, Cognition and Behaviour, Radboud University Nijmegen, the Netherlands

  50. How Seemingly Inconsequential Design Choices Dictate Performance of LLMs in Pathology

    Jun 10, 2026Kian R. Weihrauch, Thomas A. Buckley, William Lotter +1Pathology Foundation ModelsModel Size

    Massachusetts Institute of Technology, Cambridge, MA · Harvard Medical School, Boston, MA · Dana-Farber Cancer Institute, Boston, MA

  51. Structure from Reasoning, Numbers from Search: On-Premise Open LLMs as Structural Priors for Coupled MIMO Controller Tuning

    Jun 9, 2026Jiaxuan Chen, Haonan Li, Yang ShuTuningRobust Control

    Jinling Institute of Technology, Nanjing, China · College of Water Resources and Civil Engineering, China Agricultural University, Beijing, China · Zhejiang University, Hangzhou, China

  52. Language-Aware Token Boosting: LLM Language Confusion Reduction Without Tuning

    Jun 8, 2026Trapoom Ukarapol, Pakhapoom Sarapat, Nut ChukamphaengMultilingual Language ModelsTuning

    §SCB DataX · ‡Tsinghua University · †SCBX

  53. Parameter Tuning with Generalization Guarantees for GPU-Accelerated Linear Programming

    Jun 7, 2026Siddharth Prasad, Dravyansh SharmaLinear ProgrammingPrimal-Dual Methods

    Toyota Technological Institute at Chicago

  54. End-to-End Control of a Powered Knee-Ankle Prosthesis Towards Unified, Tuning-Free Assistance

    Jun 5, 2026John Shim, Christoph Nuesslein, Sixu Zhou +3Abox Abduction ProblemFeet

    Woodruff School of Mechanical Engineering and the Institute for Robotics and Intelligent Machines, Georgia Institute of Technology, Atlanta, GA 30332-0405 USA · Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332-0405 USA

  55. Knowledge-Preserved Model Tuning in Null-Space for Robust Spatio-Temporal Video Grounding

    Jun 2, 2026Haoxuan Chen, Xianqin Liu, Jian-Fang HuVideo Temporal GroundingResidual Learning

    School of Computer Science and Engineering, Sun Yat-sen University, China · National Information Center of GACC (Guangdong), GuangZhou, China · School of Computer Science and Engineering, Sun Yat-sen University, China 3Guangdong Province Key Laboratory of Information Security Technology, China +1

  56. Message Tuning Outshines Graph Prompt Tuning: A Prismatic Space Perspective

    Jun 2, 2026Yancheng Chen, Dun Ma, Shuai Zhang +6Graph Foundation ModelSoft Prompt Tuning

    Academy of Mathematics and Systems Science, Chinese Academy of Sciences · School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences · Institute of Information Engineering, Chinese Academy of Sciences +4

  57. From Non-Convex to Strongly Convex: Curvature-Adaptive FTPL for Online Optimization

    Jun 1, 2026Moses Charikar, Chirag Pabbaraju, Ambuj TewariConvex LossCurvature-Aware Spectral Framework

    Stanford University. · University of Michigan, Ann Arbor.

  58. Parameter-Efficient Fine-Tuning of Large Pretrained Models for Instance Segmentation Tasks

    Jun 1, 2026Nermeen Abou Baker, David Rohrschneider, Uwe HandmannParameter-Efficient Fine-Tuning MethodsPretraining

    Ruhr West University of applied sciences · Lützowstraße 5, 46236 Bottrop, Germany: Ruhr West University of Applied Sciences

  59. SegTune: Structured and Fine-Grained Control for Song Generation

    May 31, 2026Yuejiao Wang, Zihao Ji, Pengfei Cai +6Song GenerationSynthesis

    Kling Team, Kuaishou Technology · University of Science and Technology of China, Hefei, Anhui, China · Peking University, Beijing, China

  60. Accurate Large-sample Uncertainty Quantification using Stochastic Gradient Markov Chain Monte Carlo

    May 29, 2026Yu Wang, Jie Ding, Jonathan H. HugginsStochastic Gradient DescentUncertainty Quantification

    Department of Mathematics & Statistics, Boston University · Questrom School of Business, Boston University · Faculty of Computing & Data Sciences, Boston University