Antoine Simoulin

19 papers A* 4Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing Open-Vocabulary Object Detection through Multi-Level Fine-Grained Visual-Language Alignment.
CoRR
Tianyi Zhang, Antoine Simoulin, Kai Li, Sana Lakdawala, Shiqing Yu, Arpit Mittal, Hongyu Fu, Yu Lin
2025 A* conf
Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs.
EMNLP
Dayu Yang, Tianyang Liu, Daoan Zhang, Antoine Simoulin, Xiaoyi Liu, Yuwei Cao, Zhaopu Teng, Xin Qian, Grey Yang, Jiebo Luo, Julian J. McAuley
2025 J jnl
Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs.
CoRR
Dayu Yang, Tianyang Liu, Daoan Zhang, Antoine Simoulin, Xiaoyi Liu, Yuwei Cao, Zhaopu Teng, Xin Qian, Grey Yang, Jiebo Luo, Julian J. McAuley
2025 — conf
DocAgent: A Multi-Agent System for Automated Code Documentation Generation.
ACL (3)
Dayu Yang, Antoine Simoulin, Xin Qian, Xiaoyi Liu, Yuwei Cao, Zhaopu Teng, Grey Yang
2025 J jnl
DocAgent: A Multi-Agent System for Automated Code Documentation Generation.
CoRR
Dayu Yang, Antoine Simoulin, Xin Qian, Xiaoyi Liu, Yuwei Cao, Zhaopu Teng, Grey Yang
2025 J jnl
Memory-Efficient Fine-Tuning of Transformers via Token Selection.
CoRR
Antoine Simoulin, Namyong Park, Xiaoyi Liu, Grey Yang
2024 A* conf
Forward Learning of Graph Neural Networks.
ICLR
Namyong Park, Xing Wang, Antoine Simoulin, Shuai Yang, Grey Yang, Ryan A. Rossi, Puja Trivedi, Nesreen K. Ahmed
2024 J jnl
Forward Learning of Graph Neural Networks.
CoRR
Namyong Park, Xing Wang, Antoine Simoulin, Shuai Yang, Grey Yang, Ryan A. Rossi, Puja Trivedi, Nesreen K. Ahmed
2024 J jnl
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection.
CoRR
Namyong Park, Ryan A. Rossi, Xing Wang, Antoine Simoulin, Nesreen K. Ahmed, Christos Faloutsos
2024 — conf
Les représentations contextuelles stéréotypées dans les modèles de langue français : mieux les identifier pour ne pas les reproduire.
TALN (1)
Léandre Adam-Cuvillier, Pierre-Jean Larpin, Antoine Simoulin
2024 A* conf
Memory-Efficient Fine-Tuning of Transformers via Token Selection.
EMNLP
Antoine Simoulin, Namyong Park, Xiaoyi Liu, Grey Yang
2023 J jnl
From free-text electronic health records to structured cohorts: Onconum, an innovative methodology for real-world data mining in breast cancer.
Comput. Methods Programs Biomed.
Antoine Simoulin, Nicolas Thiebaut, Karl Neuberger, Issam Ibnouhsein, Nicolas J.-B. Brunel, Raphaël Viné, Nicolas Bousquet, Jules Latapy, Nathalie Reix, Sébastien Molière, Massimo Lodi, Carole Mathelin
2023 A* conf
GLEMOS: Benchmark for Instantaneous Graph Learning Model Selection.
NeurIPS
Namyong Park, Ryan A. Rossi, Xing Wang, Antoine Simoulin, Nesreen K. Ahmed, Christos Faloutsos
2022 — —
Sentence embeddings and their relation with sentence structures. (Plongements de phrases et leurs relations avec les structures de phrases).
Antoine Simoulin
2022 — conf
Unifying Parsing and Tree-Structured Models for Generating Sentence Semantic Representations.
NAACL-HLT (Student Research Workshop)
Antoine Simoulin, Benoît Crabbé
2021 — conf
Contrasting distinct structured views to learn sentence embeddings.
EACL (Student Research Workshop)
Antoine Simoulin, Benoît Crabbé
2021 — conf
How Many Layers and Why? An Analysis of the Model Depth in Transformers.
ACL (student)
Antoine Simoulin, Benoît Crabbé
2021 — conf
Un modèle Transformer Génératif Pré-entrainé pour le______ français (Generative Pre-trained Transformer in______ (French) We introduce a French adaptation from the well-known GPT model).
TALN (1)
Antoine Simoulin, Benoît Crabbé
2017 J jnl
An innovative solution for breast cancer textual big data analysis.
CoRR
Nicolas Thiebaut, Antoine Simoulin, Karl Neuberger, Issam Ibnouhsein, Nicolas Bousquet, Nathalie Reix, Sébastien Molière, Carole Mathelin