Impact Analysis

Momentum

21 papers in the last four weeks, up 50% on the four weeks before. 0.3% of all new papers.

Jul 6Week of Sep 21

Latest papers 224

All topics
CardsList
  1. Bounding the Causal Impact of ML-assisted Decision-Making via Counterfactual Correctness

    Jul 23, 2026Jonathan Zhang, Erik Skalnes, Jacob Chen +1Causal InferencesCounterfactual Generation

  2. Are Single-Token Sparse Autoencoder Features Causally Necessary? Layer-Depth and SAE-Family Effects

    Jul 22, 2026Seonglae Cho, Zekun Wu, Kleyton Da Costa +3Sparse Autoencoder FeaturesModel Activations

  3. Understanding the Impact of Linguistic Realization Choices on LLM Stance with Causal Tracing

    Jul 22, 2026Langchen Huang, Sebastian Padó, Franziska WeeberLinguisticsRewrite

  4. Data-Poisoning Audits for Causal Effect Estimation

    Jul 22, 2026Kwangho KimCausal InferencesModel Auditing

  5. DWM: Separating World Effects from Actions in Latent World Models

    Jul 21, 2026Yi-Ge Zhang, Tianqi Du, Qi Zhang +1Latent World ModelsWorld Models

  6. Forgetting Our Way to Shared Meaning: Effects of Forgetting on Conceptual Alignment in a Non-Partnership Coordination Game

    Jul 13, 2026Landon Liu, Mary Kelly, Alan TsangEmergenceForgetting

  7. Mitigating The Effect of Class Imbalance in Data with Hierarchical and Dependable Structure

    Jul 13, 2026Bipin Chhetri, Deepika Giri, Avishek Kadel +2OversamplingClass Imbalance

  8. Understanding the Impact of AI Code Assistants on Security API Usage: An Empirical Study

    Jul 13, 2026Zahra Mousavi, Chadni Islam, M. Ali Babar +2CopilotApplication Programming Interfaces

  9. Multi-Scale Convolution with Optimal Transport Attention Effect on Multivariate Time Series

    Jul 12, 2026HaoChong Fu, Jian XuMultivariate Time-SeriesMulti-Scale Convolution

  10. Temporary Authority, Permanent Effects: Commit-Time Authorization for LLM Agents

    Jul 11, 2026Igor Santos-GrueiroAuthorizationAuthority

  11. The Effects of Synthetic Data and Label Distribution on Canola Branch Counting

    Jul 10, 2026Amirsalar Darvishpour, Mikolaj Cieslak, Adam RunionsTomato DiseasesSynthetic Data

  12. Effects of Robotic Touch on Older Users During Walking Guidance by a Humanoid Robot

    Jul 10, 2026Leonie Leven, Marko Ackermann, Christian Werner +4AgeSafe Navigation

  13. Evaluating the Effect of Frame Rate in Sequence-Based Classification of Autism-Related Self-Stimulatory Hand Idiosyncrasies

    Jul 8, 2026Raunak Mondal, Peter WashingtonAutism Spectrum DisorderSelf-Supervised Learning

  14. When Debiasing Backfires: Counterintuitive Side Effects of Preprocessing-Based Stereotype Mitigation

    Jul 8, 2026Yahan Zheng, John Guerrerio, Soroush Vosoughi +1Stereotype MitigationPreprocessing

  15. Ranking the Impact of Contextual Specialization in Neural Speech Enhancement

    Jul 6, 2026Peter Leer, Svend Feldt, Zheng-Hua Tan +2Speech EnhancementSpeaker

  16. Implementation of Hyperelastic Physics-Augmented Neural Networks in the Explicit Finite Element Codes Simcenter Radioss and OpenRadioss with Applications to Impact Events

    Jun 29, 2026Lukas Maurer, Sascha Eisenträger, Marian Bulla +1Finite Element MethodParametric Physics-Informed Neural Network

  17. The Heterogeneous Safety Impacts of Benign Multilingual Fine-Tuning

    Jun 27, 2026Will Hawkins, Kaivalya Rawal, Jonathan Rystrøm +8Multilingual SafetyLarge Language Model Safety

  18. Mitigating Batch Effects in Histopathology via Language-Mediated Robust Embedding Generation

    Jun 27, 2026Yishu Zhang, Shushan Wu, Zhenzhong Zhang +8Pathology Foundation ModelsComputational Pathology

  19. Exploring the Effects of Entanglement on Quantum Machine Learning of Pathogen Epitope-Receptor Binding

    Jun 27, 2026Aspen Erlandsson Brisebois, Luis Pablo Gonzalez Dominguez, Shivansi Prajapati +8Quantum Machine LearningEpitope Prediction

  20. When May I Help You? On The Effect of Proactivity on Group Human-Robot Collaboration

    Jun 26, 2026Thomas Vitry, Vanessa Maeder, Kieran von Valeburg +6Human-Robot CollaborationProactive

  21. The impact of artificial intelligence on enterprise software user roles

    Jun 24, 2026Isabel Unger, Elizangela Valarini, Martin Schrepp +3Ai-NativeRole

  22. The effect of micro-changes in the pluck trajectory on the sound of an acoustic guitar

    Jun 23, 2026Marek Pluta, Jan Jasiński, Daniel Tokarczyk +1AcousticInstrument

  23. The impact of generative artificial intelligence on academic development of Chinese students in humanities and social sciences

    Jun 23, 2026Lei Fan, Fangxue LiuArtificial Intelligence LiteracyGenerative Artificial Intelligence

  24. Joint Discovery of Object and Action Symbols through Effect Prediction for Robotic Manipulation Planning

    Jun 22, 2026Burcu Kilic, Berke Kartal, Fatih Dogangun +2Sensorimotor ExperienceAction Expert

  25. The Impact of VAE Design on Latent Pose Representations for Diffusion-based Sign Language Production

    Jun 22, 2026Guilhem Fauré, Mostafa Sadeghi, Sam Bigeard +1Latent SpaceSign

  26. Which Review Aspect Has a Greater Impact on the Duration of Open Peer Review in Multiple Rounds? -- Evidence from Nature Communications

    Jun 20, 2026Haomin Zhou, Ruxue Han, Jiangtao Zhong +1Peer ReviewReview

  27. Rethinking Shrinkage Bias in LLM FP4 Pretraining: Geometric Origin, Systemic Impact, and UFP4 Recipe

    Jun 18, 2026Qian Zhao, Kunlong Chen, Changxin Tian +9Fp8Shrink

  28. Stitching and dimensionality effects on large artificially generated volume datasets

    Jun 18, 2026Lucas von Chamier, Jan Philipp Albrecht, Dagmar KainmüllerLarge-Scale Image DatasetsGenerative Models

  29. Effects of sparsity and superposition on loss in simple autoencoders

    Jun 16, 2026Mriganka Basu Roy Chowdhury, Eric McLaughlin WeinerImproving Sparse AutoencodersAutoencoder Architectures

  30. Data-Driven Decoding of Russell's Circumplex Model of Affect

    Jun 15, 2026Amdjed Belaref, Samir Sadok, Zineb Noumir +1Latent SpaceDecoding

  31. Beyond Helpfulness: A Teaching-over-Solving Diagnostic for Measuring Educational Impact in LLM Tutors

    Jun 15, 2026Junyi Yao, Zihao Zheng, Baichuan LiTutorsComputerized Adaptive Testing

  32. Quantifying the Impact of Lossy Compression on Neural Generative Surrogate Modeling

    Jun 14, 2026Zhimin Li, Harshitha Menon, Charles Jekel +2Surrogate ModelsTraining Data

  33. The Circumplex Degeneracy Behind the Rare-Class Limit in Affect Recognition

    Jun 14, 2026Van Thong Huynh, Hong Hai Nguyen, Soo-Hyung KimRarityImbalanced Classification

  34. Data-Centric Benchmarking of Exploit Generation in LLMs: Understanding the Impact of Fine-Tuning

    Jun 13, 2026Yiwei Chen, Lichi Li, Kai Cheung +2Model VulnerabilitiesExploitation

  35. Disparate Impact in Synthetic Data Generation

    Jun 11, 2026Paul Andrey, Michaël Perrot, Batiste Le Bars +1Synthetic DataAlgorithmic Fairness

  36. Effects of Social Interactions in Self-Organising Railway Traffic Management

    Jun 11, 2026Fabio Oddi, Federico Naldini, Leo D'Amato +3Intelligent TransportationShort-Horizon Forecasting

  37. Evaluating and Combating the Impact of Concept Drift on the Performance of Machine Learning-Based Phishing Detection Systems

    Jun 9, 2026Warren Fernando, Nikos KomninosPhishingMalware

  38. IMPACT: Learning Internal-Model Predictive Control for Forceful Robotic Manipulation

    Jun 9, 2026Jiawei Gao, Chaoqi Liu, Peilin Wu +2Robotic ManipulationImpedance Control

  39. A Guide to Estimating Conditional Average Treatment Effects in Competing Risks Settings

    Jun 8, 2026Daniel Klippert, Sarah Friedrich, Markus PaulyHeterogeneous Treatment EffectsSurvival Analysis

  40. Order Matters: Unveiling the Hidden Impact of Macro Placement Sequences via Proxy-Guided LLM Evolution

    Jun 8, 2026Shibing Mo, Jing Liu, Jianchu Xu +1Chip DesignLayouts

  41. Impacts of Histories and Models on LLM Grading: A Study in Advanced Software Engineering Courses

    Jun 7, 2026Qilin Zhou, Zhuo Wang, Yue Li +1GradingSoftware Engineering

  42. FXplorer: A Map-Based Interface for Exploratory Audio Effect Design

    Jun 6, 2026Annie Chu, Jason Brent Smith, Bryan PardoAudio EditingHear

  43. Evaluating the Impact of Task Granularity on Catastrophic Forgetting in Continual Learning

    Jun 6, 2026Emre Alyamac, Himanshu Janmeda, Shashwat Krishna +1Catastrophic ForgettingContinual Learning

  44. Impact of Synthetic Lesional MR Images in Automated Focal Cortical Dysplasia Detection in Low-Data Scenarios

    Jun 5, 2026Prabhjot Kaur, Hakim Ouaalam, Sedat Kandemirli +2Magnetic Resonance Imaging DatasetMedical Image Generation

  45. The Effect of Training Task Diversity on In-Context Learning through the Lens of Low-Dimensional Subspaces

    Jun 5, 2026Soo Min Kwon, Alec S. Xu, Can Yaras +3In-Context LearningEquivariant Learning

  46. Analysis of the Neglect-Zero Effect in Large Language Models

    Jun 4, 2026Jin Tanaka, Daiki Matsuoka, Ryoma Kumon +1Large Language Models FailBiases

  47. The Impact of Temporal Granularity on Socio-Demographic Inference from Household Load Profiles

    Jun 2, 2026Dejan Radovanovic, Maximilian Schirl, Andreas Unterweger +1DemographicsFeature Importance