Spotlight "code generation" Papers

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Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

CURE: Co-Evolving Coders and Unit Testers via Reinforcement Learning

Yinjie Wang, Ling Yang, Ye Tian et al.

NEURIPS 2025spotlight

GraLoRA: Granular Low-Rank Adaptation for Parameter-Efficient Fine-Tuning

Yeonjoon Jung, Daehyun Ahn, Hyungjun Kim et al.

NEURIPS 2025spotlightarXiv:2505.20355
2
citations

ORIGAMISPACE: Benchmarking Multimodal LLMs in Multi-Step Spatial Reasoning with Mathematical Constraints

Rui Xu, Dakuan Lu, Zicheng Zhao et al.

NEURIPS 2025spotlightarXiv:2511.18450
2
citations

Towards Reliable Code-as-Policies: A Neuro-Symbolic Framework for Embodied Task Planning

Sanghyun Ahn, Wonje Choi, Junyong Lee et al.

NEURIPS 2025spotlightarXiv:2510.21302
2
citations

Code as Reward: Empowering Reinforcement Learning with VLMs

David Venuto, Mohammad Sami Nur Islam, Martin Klissarov et al.

ICML 2024spotlightarXiv:2402.04764
27
citations

GenSim: Generating Robotic Simulation Tasks via Large Language Models

Lirui Wang, Yiyang Ling, Zhecheng Yuan et al.

ICLR 2024spotlightarXiv:2310.01361
121
citations

Stay on Topic with Classifier-Free Guidance

Guillaume Sanchez, Alexander Spangher, Honglu Fan et al.

ICML 2024spotlightarXiv:2306.17806
73
citations