Shapes Constraint Language

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1 paper in the last four weeks, down 80% on the four weeks before. 0.0% of all new papers.

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How the Audit Rule Shapes Faithful Factor Explanations in LLMs
Oct 1, 2026Taolin Zhang, Hanyu Wang, Jiuheng Wan +2Model Auditing Large Language Model Reliability
Hefei University of Technology · East China Normal University · Alibaba Cloud Computing
Search Shapes Conclusions: Auditing Evidence Selection Bias in Deep Research Agents
Sep 30, 2026Shuyao Xiao, Shengling Wang, Xuan Chen +8Deep Research Adaptive Sampling
Beijing Normal University · Ke Holdings
Beyond Prompt Count: How Data Shapes Transfer in On-Policy Distillation
Sep 29, 2026Jiaxuan Wang, Jiafei Lyu, Yuchen Cai +8Teacher Counting
State Key Laboratory of Novel Software Technology, Nanjing University · School of Intelligence Science and Technology, Nanjing University · LLM Department, Tencent +1
Early Learning Shapes Later Directions Of Representation Change In Continual Learning
Sep 28, 2026Yuantao Deng, Jinnuo Liu, Kaizhen Tan +1Neural Network Representations Continual Learning
New York University · Xi’an Jiaotong University
ShapeLex: Decoupling Local Shape Symbolization and Global Scale Modeling for Text-Controlled Time Series Generation
Sep 21, 2026Subo Wei, Jianqi Gao, Mingyan Fan +3Time-Series Generation Text Generation
School of Computer Engineering and Science, Shanghai University, Shanghai, China · Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai, China
Do Vision-Language Models Agree on the Affective Qualities of Shape? A Cross-Model Audit for Generative Design Interfaces
Aug 26, 2026Luca Bux, Thiago Rios, Ingo Scholtes +2Visual Representations Shapes Constraint Language
Honda Research Institute Europe GmbH Offenbach am Main, Germany · Julius-Maximilians-Universität Würzburg Würzburg, Germany
PolicyKG: An Agentic LLM Pipeline for Translating Institutional Policies into SHACL Knowledge Graphs
Aug 10, 2026Ponkrit Kaewsawee, Chaklam Silpasuwanchai, Chutiporn AnutariyaOntology Institutions
Asian Institute of Technology, Pathum Thani, Thailand
The Spectral Neuron
Aug 8, 2026Alex ShtoffInterpretability Affine
Technology Innovation Institute
OTLesMix: Wasserstein Barycenter and Optimal Transport Map for Synthetic Lesion Generation with Diverse Shapes and Locations
Aug 6, 2026Robin Trombetta, Carole LartizienMedical Image Generation Data Augmentation
Univ. Lyon, CNRS UMR 5220, Inserm U1294, INSA Lyon, UCBL, CREATIS, France
The Push-Forward Transform for Continuous and Robust Comparison of Dynamic Shapes
Aug 3, 2026Roua Rouatbi, Juan-Esteban Suarez Cardona, Ivo F. SbalzariniStatistical Shape Model Morphometric Analysis
Faculty of Computer Science, Dresden University of Technology, Dresden, Germany · Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany · Center for Systems Biology Dresden, Dresden, Germany +5
Shapes from Examples: Foundations of Shape Learning in Recursive SHACL
Jul 30, 2026Bente Gortworst, Cem Okulmus, Magdalena Ortiz +1Shapes Constraint Language Knowledge Graphs
TU Wien, Vienna, Austria · Paderborn University, Paderborn, Germany
JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles
Jul 30, 2026Shawn Li, Wei Yang, Jike Zhong +11Puzzle Shapes Constraint Language
University of Southern California · National University of Singapore · Adobe Research +3
NL2SHACL-Bench: A Benchmark Suite for Natural Language to SHACL Translation
Jul 24, 2026Yuchen Zhou, Niels Bobet, Maribel AcostaNatural Language Shapes Constraint Language
Technical University of Munich, Munich, Germany
Prompt Design at Scale: How Format, Instruction Count, and Context Length Shape Instruction Adherence and Hallucination in Large Language Models
Jul 21, 2026Netanel EliavInstruction-Tuned Models Precision Recall
Machine Human Intelligence Lab (MHIL)
Fluid-SDF: Ultra-Lightweight and Editable Implicit Shape Representation via Differentiable Primitives
Jul 21, 2026Pradyumna Sripada, Chinmay Nadgir, Ksheer Agrawal +1Statistical Shape Model Object Geometry
Action QFormer: Structured Representation Shaping under Action Supervision in Vision-Language-Action Models
Jul 16, 2026Yufeng Ji, Wenhao Tang, Haoyi Niu +3Photometric Supervision Parameter-Efficient Adaptation
Shanghai Qizhi Institute · The Chinese University of Hong Kong · Hong Kong Embodied AI Lab +2
DreamSat-Pose: Spacecraft Pose Estimation from Single-View 3D Reconstructions and Learned 2D-3D Feature Matching
Jul 15, 2026Josiane Uwumukiza, Jocelyn Zhao, Giovanni Lavezzi +5Category-Level Object Pose Estimation 3D Reconstruction
Undergraduate Student, Wellesley College, Wellesley, MA 02481, USA · Undergraduate Student, Massachusetts Institute of Technology, Cambridge, MA 02139, USA · Research Scientist, Massachusetts Institute of Technology, Cambridge, MA 02139, USA +5
Transforming Shape Schemas with Composable Property-Graph Queries (Extended Version)
Jun 12, 2026Philipp Seifer, Daniel Hernández, Ralf Lämmel +1Sparql Schema
The Software Languages Team, University of Koblenz, Germany · Institute for Artificial Intelligence, University of Stuttgart, Germany · University of Southampton, UK
Efficient Mean Curvature Computation on High-Dimensional Data Manifolds
Jun 4, 2026Alexandre L. M. LevadaData Manifold Local Curvature
Federal University of São Carlos · 13565-905, São Carlos-SP, Brazil
SkelMo: Universal Skeletal Motion Generation for 3D Rigged Shapes
Jun 1, 2026Ye Tao, Yuxin Yao, Kendong Liu +2Skeleton Human Motion Generation
Department of Computer Science, City University of Hong Kong, Hong Kong SAR, China
Haptic Sorter: A Unified Planning Framework for Online Shape Estimation and Real-Time Pose Inference
May 29, 2026Zhuoyi Lu, Lin Yang, Sri Harsha Turlapati +1Category-Level Object Pose Estimation Haptic Feedback
School of Mechanical and Aerospace Engineering, Nanyang Technological University (NTU), Singapore
Geometry-Guided Modeling of Foundation Features Enables Generalizable Object Shape Deformation Learning
May 28, 2026Yiyao Ma, Kai Chen, Zhongxiang Zhou +5Deformable Cnn Deformable
Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong SAR, China · Zhejiang Innovation Center for Humanoid Robotics, Ningbo, China · State Key Laboratory of Industrial Control and Technology, Zhejiang University, Hangzhou, China
Auditing Training-Free 3D Shape Retrieval with Diffused Geodesic Moments
May 27, 2026Zhicheng Du, Changyue Liu, Wenji Xi +5Statistical Shape Model Shapes Constraint Language
Tsinghua Shenzhen International Graduate School, Tsinghua University · Guangzhou International Economics College · School of Electrical and Electronic Engineering, The University of Sheffield
Ontological Knowledge Blocks: Executable Compliance and Profile-Based Validation for Trustworthy AI Systems
May 22, 2026Aasish Kumar Sharma, Julian M. KunkelGovernance Ontology
Institute of Computer Science, Georg-August-Universität Göttingen / GWDG, Germany
INSHAPE: Instance-Level Shapelets for Interpretable Time-Series Classification
May 19, 2026Seongjun Lee, Seokhyun Lee, Changhee LeeTime-Series Classification Statistical Shape Model
Department of Artificial Intelligence, Korea University
Best Segmentation Buddies for Image-Shape Correspondence
May 18, 2026Itai Lang, Dongwei Lyu, Dale Decatur +1Shape Correspondence Shapes Constraint Language
University of Chicago
The Missing GAP: From Solving Square Jigsaw Puzzles to Handling Real World Archaeological Fragments
May 12, 2026Ofir Itzhak Shahar, Gur Elkin, Ohad Ben-ShaharPuzzle Computer Vision
Stein Faculty of Computer and Information Science Ben-Gurion University of the Negev, Israel
Static Analysis of Recursive SHACL
May 4, 2026Anouk Oudshoorn, Magdalena Ortiz, Mantas SimkusShapes Constraint Language Tractability
Institute of Logic and Computation, TU Wien
How Label Imbalance Shapes Geometry: A General Spectral Analysis of Multi-Label Neural Collapse
May 3, 2026Xiaoxuan Ma, Yixuan Yang, Song Li +1Multi-Label Classification Neural Collapse
Department of Mathematics, Zhejiang University, Hangzhou, China.
TIO-SHACL: Comprehensive SHACL validation for TMF Intent Ontologies
Apr 30, 2026Jean Martins, Leonid Mokrushin, Marin OrlicOntology Shapes Constraint Language
Ericsson Research

Oct 1, 2026, cs.CLJ/K move · Enter open · S save

How the Audit Rule Shapes Faithful Factor Explanations in LLMs

Taolin Zhang, Hanyu Wang, Jiuheng Wan, Tingyuan Hu+1

Hefei University of Technology · East China Normal University · Alibaba Cloud Computing

Model Auditing Large Language Model Reliability Legal Natural Language Processing Benchmarks Incentives Factor Influence Function+1

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Large language models are often asked which input factors influenced their outputs. For structured inputs, such reports can be checked by counterfactual perturbation, but each factor must be queried multiple times to estimate its effect, so verification is usually budget-limited. We study how this limited-budget setting changes the incentive to report factor-level influence truthfully. We formalize the interaction as a verification game and show that proper scoring alone is not enough when auditing depends on the report: report-dependent auditing creates a suppression incentive, because factors reported as important are more likely to be checked and penalized for estimation noise. In contrast, report-independent auditing, or a mixed rule with a small report-independent floor, removes this channel and makes truthful reporting preferable to full suppression. We instantiate the framework with the Counterfactual Brier Score (CBS) and evaluate its predictions on four NLP benchmarks. A synthetic rational agent matches the theoretical prediction exactly, and real LLMs follow the same incentives when they are made explicit. The main design implication is simple: under partial verification, factor-level explanation systems should include a report-independent audit component so that under-reporting cannot be used to avoid scrutiny.

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