VG
Vincent Ginis
cs.LGcs.AIphysics.opticscs.DLcs.CLmath.SPcs.SImath.RAcs.CYmath.PR
On Valency
published · living versionsW_th3gpnk9·v1 · currentpublished
W_q6mqg7bd·v1published
Preprints & journals
64 papers in the corpus · 2009–2026Higher Reasoning Effort Improves Reference Verifiability and Changes Reasoning Summaries in GPT-5.52610.34212v1 · Melika Mobini, Andres Algaba, Vincent Ginis2026 · 0 citationsarXiv
Evaluating LLM-Generated Feedback on Handwritten Mathematics: Feedback Quality and Subsequent Exam Performance2610.27881v1 · Arne Vanhoyweghen, Vincent Holst, Melika Mobini et al.2026 · 0 citationsarXiv
Rational Dyck Excursion Counts as Sums of Generalized Fuss-Catalan Products2610.26596v1 · Brecht Verbeken, Arne Vanhoyweghen, Vincent Ginis2026 · 0 citationsarXivon Valency
Big-Big-SycoBench: A Benchmark to Detect Sycophancy Through Model Responses to Valid vs. Invalid Arguments2610.15634v1 · Marthe Ballon, Arne Vanhoyweghen, Seorin Kim et al.2026 · 0 citationsarXiv
The Eigenvalue Region of a Family of Markov Chains with Randomness Confined to Two States2609.31768v2 · Brecht F. Verbeken, Vincent Ginis2026 · 0 citationsarXiv
Shorter Reasoning, Earlier Answers? An Evaluation of Reasoning Interfaces2608.03401v1 · Francesca Carlon, Vincent Ginis, Andres Algaba2026 · 0 citationsarXiv
How Much Does a Reasoning Summary Reveal? An Observability Ladder for Large Language Models2608.02089v1 · Andres Algaba, Francesca Carlon, Lynn Delcon et al.2026 · 0 citationsarXiv
Dataset artefacts can partially drive the measured decline in disruption.42587124 · Holst, Vincent, Algaba, Andres, Tori, Floriano et al.2026 · 2 citationsNature. 2026;656(8127):E7-E13
A proof of the Karpelevič theorem via invariant polygons2609.26058v3 · Brecht F. Verbeken, Vincent Ginis2026 · 0 citationsarXiv
Geometric Configurations of Perturbed Jailbreak Prompts2607.20581v1 · Lynn Delcon, Andres Algaba, Vincent Ginis2026 · 0 citationsarXiv
Stochastic realisers of non-degenerate full-degree Type II reduced Ito polynomials2609.26055v1 · Brecht F. Verbeken, Vincent Ginis2026 · 0 citationsarXiv
The Type III realisation conjecture of Kirkland and Šmigoc2607.27219v1 · Brecht F. Verbeken, Vincent Ginis2026 · 0 citationsarXiv
Neural Networks for Inverse Design of Cascaded-Mode Near-Field Landscapes2606.27099v1 · Wannes Luts De Martelaere, Joeri Lenaerts, Vincent Ginis2026 · 0 citationsarXiv
Rebuttals Move Peer-Review Scores, but Initial-Review Structure Bounds the Movement2606.22166v1 · Mathieu Louis, Tibo Vanleke, Vincent Ginis et al.2026 · 0 citationsarXiv
Thinking Like a Scientist? A Structural Study of LLM-Generated Research Methods2606.26130v1 · Francesca Carlon, Brecht F. Verbeken, Vincent Ginis et al.2026 · 0 citationsarXiv
On the Spectral Region of n-Cycle Stochastic Matrices2606.10143v2 · Brecht F. Verbeken, Vincent Ginis2026 · 0 citationsarXiv
Lexical hints of accuracy in LLM reasoning chains.42243383 · Vanhoyweghen, Arne, Verbeken, Brecht, Algaba, Andres et al.2026 · 0 citationsScientific reports. 2026;16(1)
Neutrino Fingerprints: Image-Based Encodings of IceCube Events for CNN Direction Reconstruction2606.02788v1 · Floriano Tori, Brecht F. Verbeken, Vincent Ginis2026 · 0 citationsarXiv
One in Eight OpenAlex Abstracts Has Integrity Issues2605.20168v1 · Seorin Kim, Vincent Holst, Vincent Ginis2026 · 0 citationsarXiv
The relationship between reasoning and performance in large language models-o3 (mini) thinks harder, not longer.42092099 · Ballon, Marthe, Algaba, Andres, Ginis, Vincent2026 · 6 citationsScientific reports. 2026;16(1)
Inverse design of waveguide grating mode converters using artificial neural networks2604.06328v2 · Ali Mohajer Hejazi, Vincent Ginis2026 · 1 citationarXiv
Human-in-the-Loop LLM Grading for Handwritten Mathematics Assessments2603.13083v1 · Arne Vanhoyweghen, Vincent Holst, Melika Mobini et al.2026 · 0 citationsarXiv
Scalable Classification of Course Information Sheets Using Large Language Models: A Reusable Institutional Method for Academic Quality Assurance2603.13562v1 · Brecht F. Verbeken, Joke Van den Broeck, Inge De Cleyn et al.2026 · 0 citationsarXiv
Multimode Single-Ring Photonic Molecule.41894796 · Lu, Jinsheng, Benea-Chelmus, Ileana-Cristina, Ginis, Vincent et al.2026 · 1 citationPhysical review letters. 2026;136(10):103803
Ergodicity in reinforcement learning2603.10895v1 · Dominik Baumann, Erfaun Noorani, Arsenii Mustafin et al.2026 · 0 citationsarXiv
Probing Graph Neural Network Activation Patterns Through Graph Topology2602.21092v1 · Floriano Tori, Lorenzo Bini, Marco Sorbi et al.2026 · 0 citationsarXiv
Space-time beams with tunable orbital group velocity toward plasma superradiance2602.18838v2 · Gabrielle Vaz, Rafael Almeida, Pablo San Miguel Claveria et al.2026 · 0 citationsarXiv
Early Evidence of Vibe-Proving with Consumer LLMs: A Case Study on Spectral Region Characterization with ChatGPT-5.2 (Thinking)2602.18918v1 · Brecht F. Verbeken, Brando Vagenende, Marie-Anne Guerry et al.2026 · 0 citationsarXiv
Probing the Trajectories of Reasoning Traces in Large Language Models2601.23163v1 · Marthe Ballon, Brecht F. Verbeken, Vincent Ginis et al.2026 · 0 citationsarXiv
Structurally Human, Semantically Biased: Detecting LLM-Generated References with Embeddings and GNNs2601.20704v1 · Melika Mobini, Vincent Holst, Floriano Tori et al.2026 · 0 citationsarXiv
Benchmarks Saturate When The Model Gets Smarter Than The Judge2601.19532v1 · Marthe Ballon, Andres Algaba, Brecht F. Verbeken et al.2026 · 1 citationarXiv
Turning Citation Networks Inside Out: Studying Science Using Content-Based Knowledge Graphs from LLM-Derived Taxonomies2601.15062v1 · Seorin Kim, Vincent Holst, Vincent Ginis2026 · 2 citationsarXiv
Model-Agnostic Solutions for Deep Reinforcement Learning in Non-Ergodic Contexts2601.08726v1 · Bert Verbruggen, Arne Vanhoyweghen, Vincent Ginis2026 · 0 citationsarXiv
Estimating problem difficulty without ground truth using Large Language Model comparisons2512.14220v1 · Marthe Ballon, Andres Algaba, Brecht F. Verbeken et al.2025 · 0 citationsarXiv
Is intergenerational elasticity (IGE) a misleading measure of wealth mobility?40440262 · Kim, Seorin, Vanhoyweghen, Arne, Ryckbosch, Wouter et al.2025 · 0 citationsPloS one. 2025;20(5):e0324266
How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices?2504.02767v1 · Andres Algaba, Vincent Holst, Floriano Tori et al.2025 · 2 citationsarXiv
Cascaded-mode interferometers: Spectral shape and linewidth engineering.40106562 · Lu, Jinsheng, Benea-Chelmus, Ileana-Cristina, Ginis, Vincent et al.2025 · 6 citationsScience advances. 2025;11(12):eadt4154
Deep neural networks for inverse design of multimode integrated gratings with simultaneous amplitude and phase control.41246526 · Mohajer Hejazi, Ali, Ginis, Vincent2025 · 2 citationsNanophotonics (Berlin, Germany). 2025;14(23):3977-3989
Flexible Counterfactual Explanations with Generative Models2502.17613v1 · Stig Hellemans, Andres Algaba, Sam Verboven et al.2025 · 1 citationarXiv
Humanity's Last Exam2501.14249v12 · Long Phan, Alice Gatti, Ziwen Han et al.2025 · 61 citationsarXiv
Early evidence of how LLMs outperform traditional systems on OCR/HTR tasks for historical records2501.11623v1 · Seorin Kim, Julien Baudru, Wouter Ryckbosch et al.2025 · 4 citationsarXiv
Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias2405.15739v3 · Andres Algaba, Carmen Mazijn, Vincent Holst et al.2024 · 14 citationsarXiv
Dataset Artefacts are the Hidden Drivers of the Declining Disruptiveness in Science2402.14583v1 · Vincent Holst, Andres Algaba, Floriano Tori et al.2024 · 10 citationsarXiv
Helicity and Polarization Gradient Optical Trapping in Evanescent Fields.37862648 · Lu, Jinsheng, Ginis, Vincent, Lim, Soon Wei Daniel et al.2023 · 14 citationsPhysical review letters. 2023;131(14):143803
LUCID-GAN: Conditional Generative Models to Locate Unfairness2307.15466v1 · Andres Algaba, Carmen Mazijn, Carina Prunkl et al.2023 · 1 citationarXiv
Polarization-Dependent Forces and Torques at Resonance in a Microfiber-Microcavity System.37204895 · Lu, Jinsheng, Ginis, Vincent, Qiu, Cheng-Wei et al.2023 · 22 citationsPhysical review letters. 2023;130(18):183601
Resonators with tailored optical path by cascaded-mode conversions.36717562 · Ginis, Vincent, Benea-Chelmus, Ileana-Cristina, Lu, Jinsheng et al.2023 · 22 citationsNature communications. 2023;14(1):495
LUCID: Exposing Algorithmic Bias through Inverse Design2208.12786v1 · Carmen Mazijn, Carina Prunkl, Andres Algaba et al.2022 · 4 citationsarXiv
The influence of ergodicity on risk affinity of timed and non-timed respondents.35260611 · Vanhoyweghen, Arne, Verbeken, Brecht, Macharis, Cathy et al.2022 · 10 citationsScientific reports. 2022;12(1):3744
Data driven design of optical resonators2202.03578v1 · Joeri Lenaerts, Hannah Pinson, Vincent Ginis2021 · 0 citationsarXiv
Career total: 184 works. 64 are in this corpus.Showing the 50 most recent.
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