Clément Vignac

448 total citations · 1 hit paper
2 papers, 71 citations indexed

About

Clément Vignac is a scholar working on Organic Chemistry, Molecular Biology and Information Systems. According to data from OpenAlex, Clément Vignac has authored 2 papers receiving a total of 71 indexed citations (citations by other indexed papers that have themselves been cited), including 1 paper in Organic Chemistry, 1 paper in Molecular Biology and 1 paper in Information Systems. Recurrent topics in Clément Vignac's work include Recommender Systems and Techniques (1 paper), Synthesis and Biological Evaluation (1 paper) and Protein Structure and Dynamics (1 paper). Clément Vignac is often cited by papers focused on Recommender Systems and Techniques (1 paper), Synthesis and Biological Evaluation (1 paper) and Protein Structure and Dynamics (1 paper). Clément Vignac collaborates with scholars based in Switzerland, United Kingdom and United States. Clément Vignac's co-authors include Pascal Frossard, H. Stärk, Victor García Satorras, Ilia Igashov, Michael M. Bronstein, Bruno E. Correia, Max Welling and Arne Schneuing and has published in prestigious journals such as Nature Machine Intelligence and Infoscience (Ecole Polytechnique Fédérale de Lausanne).

In The Last Decade

Clément Vignac

2 papers receiving 69 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Equivariant 3D-conditional diffusion model for molecular linker design

2024 70 citations Ilia Igashov, H. Stärk et al. Nature Machine Intelligence profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Clément Vignac Switzerland	2	34	32	26	7	6	2	71
Rui Yao China	3	26 0.8×	23 0.7×	15 0.6×	4 0.6×	4 0.7×	6	48
Ruicheng Yang China	5	55 1.6×	43 1.3×	20 0.8×	14 2.0×	3 0.5×	5	89
Karen R. Khar United States	4	81 2.4×	30 0.9×	19 0.7×	9 1.3×	6 1.0×	5	112
Murray G. Read United Kingdom	2	29 0.9×	33 1.0×	43 1.7×	5 0.7×		2	70
Arne Schneuing United Kingdom	4	119 3.5×	75 2.3×	49 1.9×	12 1.7×	24 4.0×	4	195
Martin Bayley United Kingdom	5	38 1.1×	26 0.8×	12 0.5×	3 0.4×	5 0.8×	7	85
Ilia Igashov United Kingdom	4	128 3.8×	80 2.5×	60 2.3×	8 1.1×	22 3.7×	5	202
Merveille Eguida France	5	45 1.3×	56 1.8×	12 0.5×	9 1.3×	3 0.5×	6	72
Jan‐Willem Boiten Netherlands	4	19 0.6×	19 0.6×	5 0.2×	5 0.7×	4 0.7×	13	61
Martin Simonovsky France	2	40 1.2×	38 1.2×	16 0.6×	2 0.3×	4 0.7×	4	59

Countries citing papers authored by Clément Vignac

Since Specialization

Citations

This map shows the geographic impact of Clément Vignac's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Clément Vignac with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Clément Vignac more than expected).

Fields of papers citing papers by Clément Vignac

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Clément Vignac. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Clément Vignac. The network helps show where Clément Vignac may publish in the future.

Co-authorship network of co-authors of Clément Vignac

This figure shows the co-authorship network connecting the top 25 collaborators of Clément Vignac. A scholar is included among the top collaborators of Clément Vignac based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Clément Vignac. Clément Vignac is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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2 of 2 papers shown

1.

Igashov, Ilia, H. Stärk, Clément Vignac, et al.. (2024). Equivariant 3D-conditional diffusion model for molecular linker design. Nature Machine Intelligence. 6(4). 417–427. 70 indexed citations breakdown →

2.

Vignac, Clément, et al.. (2021). Modurec: Recommender Systems with Feature and Time Modulation. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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