Author

Jierun Chen

Observed name: Chen, Jierun

Institutions: Hong Kong University of Science and Technology, Huawei Technologies (China)

Observed institutions: Hong Kong University of Science and Technology, Huawei Technologies (China), Snap (United States)

ORCID: 0000-0002-8665-3365

Observed ORCID: 0000-0002-8665-3365

OpenAlex ID: A5026633118

Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks

2023 · Jierun Chen, Shiu-hong Kao, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,649

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Revisiting Referring Expression Comprehension Evaluation in the Era of Large Multimodal Models

2025 · Jierun Chen, Fangyun Wei, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 48

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TVConv: Efficient Translation Variant Convolution for Layout-aware Visual Processing

2022 · Jierun Chen, Tianlang He, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 45

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SWE-Lego: Pushing the Limits of Supervised Fine-tuning for Software Issue Resolving

2026 · Tao, Chaofan, Chen, Jierun, et al. · arXiv (Cornell University) · 37

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SnapGen: Taming High-Resolution Text-To-Image Models for Mobile Devices with Efficient Architectures and Training

2025 · Jierun Chen, Dongting Hu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 21

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Efficient Reasoning for Large Reasoning Language Models via Certainty-Guided Reflection Suppression

2026 · Jiameng Huang, Baijiong Lin, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 20

Joint Demosaicking and Denoising in the Wild: The Case of Training Under Ground Truth Uncertainty

2021 · Jierun Chen, Song Wen, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 14

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What Makes Interaction Trajectories Effective for Training Terminal Agents?

2026 · Yang, Sidi, Tao, Chaofan, et al. · arXiv (Cornell University) · 12

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The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs

2025 · Chen, Jierun, Yu, Tiezheng, et al. · arXiv (Cornell University) · 11

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