---
title: "Jiaya Jia — all works — Elamur Research"
description: "All 43 works of Jiaya Jia in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/jiaya-jia/works/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jiaya-jia/works/)

[home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Jiaya Jia](https://md.research.elamur.ai/free/en/authors/jiaya-jia/) / all works

# Jiaya Jia — all works

43 works · [← Jiaya Jia](https://md.research.elamur.ai/free/en/authors/jiaya-jia/)

1. **[Pyramid Scene Parsing Network ↗](https://doi.org/10.1109/cvpr.2017.660) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Hengshuang Zhao et al.*2017 · 15,494 citations*
2. **[Point Transformer ↗](https://doi.org/10.1109/iccv48922.2021.01595) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Hengshuang Zhao et al.*2021 · 2,532 citations*
3. **[Hierarchical Saliency Detection ↗](https://doi.org/10.1109/cvpr.2013.153) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Qiong Yan et al.*2013 · 1,794 citations*
4. **[ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2016.344) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Di Lin et al.*2016 · 1,096 citations*
5. **[Unnatural L0 Sparse Representation for Natural Image Deblurring ↗](https://doi.org/10.1109/cvpr.2013.147) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Li Xu, Shicheng Zheng, Jiaya Jia*2013 · 1,091 citations*
6. **[Underexposed Photo Enhancement Using Deep Illumination Estimation ↗](https://doi.org/10.1109/cvpr.2019.00701) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ruixing Wang et al.*2019 · 998 citations*
7. **[STD: Sparse-to-Dense 3D Object Detector for Point Cloud ↗](https://doi.org/10.1109/iccv.2019.00204) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Zetong Yang et al.*2019 · 889 citations*
8. **[PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing ↗](https://doi.org/10.1109/cvpr.2019.00571) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Hengshuang Zhao et al.*2019 · 852 citations*
9. **[SNR-Aware Low-light Image Enhancement ↗](https://doi.org/10.1109/cvpr52688.2022.01719) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xiaogang Xu et al.*2022 · 693 citations*
10. **[Hierarchical Image Saliency Detection on Extended CSSD ↗](https://doi.org/10.1109/tpami.2015.2465960) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Jianping Shi et al.*2015 · 579 citations*
11. **[Stratified Transformer for 3D Point Cloud Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00831) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xin Lai et al.*2022 · 573 citations*
12. **[LISA: Reasoning Segmentation via Large Language Model ↗](https://doi.org/10.1109/cvpr52733.2024.00915) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xin Lai et al.*2024 · 502 citations*
13. **[VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking ↗](https://doi.org/10.1109/cvpr52729.2023.02076) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yukang Chen et al.*2023 · 485 citations*
14. **[MAT: Mask-Aware Transformer for Large Hole Image Inpainting ↗](https://doi.org/10.1109/cvpr52688.2022.01049) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Wenbo Li et al.*2022 · 454 citations*
15. **[Fast Point R-CNN ↗](https://doi.org/10.1109/iccv.2019.00987) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Yilun Chen et al.*2019 · 414 citations*
16. **[Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip Connections ↗](https://doi.org/10.1109/cvpr.2019.00397) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Hongyun Gao et al.*2019 · 381 citations*
17. **[Deep LAC: Deep localization, alignment and classification for fine-grained recognition ↗](https://doi.org/10.1109/cvpr.2015.7298775) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Di Lin et al.*2015 · 351 citations*
18. **[Focal Sparse Convolutional Networks for 3D Object Detection ↗](https://doi.org/10.1109/cvpr52688.2022.00535) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yukang Chen et al.*2022 · 333 citations*
19. **[Parametric Contrastive Learning ↗](https://doi.org/10.1109/iccv48922.2021.00075) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Jiequan Cui et al.*2021 · 300 citations*
20. **[Associatively Segmenting Instances and Semantics in Point Clouds ↗](https://doi.org/10.1109/cvpr.2019.00422) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xinlong Wang et al.*2019 · 282 citations*
21. [**LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models arXiv:2309.12307**Yukang Chen, Shengju Qian, Haotian Tang, et al.*2023 · 268 citations*](https://md.research.elamur.ai/free/en/papers/chen-2023-longlora-efficient-fine-tuning-long/)
22. **[LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models ↗](https://arxiv.org/abs/2311.17043) arXiv:2311.17043 · no summary yet**Yanwei Li, Chengyao Wang, Jiaya Jia*2023 · 262 citations*
23. **[Learning Shape-Aware Embedding for Scene Text Detection ↗](https://doi.org/10.1109/cvpr.2019.00436) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Zhuotao Tian et al.*2019 · 252 citations*
24. **[Spherical Transformer for LiDAR-Based 3D Recognition ↗](https://doi.org/10.1109/cvpr52729.2023.01683) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xin Quan Lai et al.*2023 · 248 citations*
25. **[Just noticeable defocus blur detection and estimation ↗](https://doi.org/10.1109/cvpr.2015.7298665) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jianping Shi, Xu Li, Jiaya Jia*2015 · 240 citations*
26. **[Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation ↗](https://doi.org/10.1109/iccv.2019.01053) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Li Jiang et al.*2019 · 220 citations*
27. **[Amodal Instance Segmentation With KINS Dataset ↗](https://doi.org/10.1109/cvpr.2019.00313) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Lu Qi et al.*2019 · 201 citations*
28. **[Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset with Mechatronic Alignment ↗](https://doi.org/10.1109/iccv48922.2021.00956) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Ruixing Wang et al.*2021 · 142 citations*
29. **[Online Robust Dictionary Learning ↗](https://doi.org/10.1109/cvpr.2013.60) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Cewu Lu, Jiaping Shi, Jiaya Jia*2013 · 130 citations*
30. **[Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models ↗](https://arxiv.org/abs/2403.18814) arXiv:2403.18814 · no summary yet**Yanwei Li et al.*2024 · 123 citations*
31. **[Voxel Field Fusion for 3D Object Detection ↗](https://doi.org/10.1109/cvpr52688.2022.00119) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yanwei Li et al.*2022 · 122 citations*
32. **[Wide-Context Semantic Image Extrapolation ↗](https://doi.org/10.1109/cvpr.2019.00149) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yi Wang et al.*2019 · 113 citations*
33. **[Handling motion blur in multi-frame super-resolution ↗](https://doi.org/10.1109/cvpr.2015.7299159) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ziyang Ma et al.*2015 · 107 citations*
34. [**Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs arXiv:2406.18629**Xin Lai, Zhuotao Tian, Yukang Chen, et al.*2024 · 98 citations*](https://md.research.elamur.ai/free/en/papers/lai-2024-step-dpo-step-wise-preference/)
35. **[AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation ↗](https://doi.org/10.1109/iccv.2019.00405) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Huaijia Lin, Xiaojuan Qi, Jiaya Jia*2019 · 85 citations*
36. **[Multi-scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation ↗](https://doi.org/10.1109/cvpr.2016.342) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Shu Liu et al.*2016 · 85 citations*
37. **[Fast and Practical Neural Architecture Search ↗](https://doi.org/10.1109/iccv.2019.00661) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Jiequan Cui et al.*2019 · 69 citations*
38. **[Removing Anomalies as Noises for Industrial Defect Localization ↗](https://doi.org/10.1109/iccv51070.2023.01481) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Fanbin Lu et al.*2023 · 61 citations*
39. **[Homomorphic Latent Space Interpolation for Unpaired Image-To-Image Translation ↗](https://doi.org/10.1109/cvpr.2019.00251) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ying-Cong Chen et al.*2019 · 59 citations*
40. **[Multispectral Joint Image Restoration via Optimizing a Scale Map ↗](https://doi.org/10.1109/tpami.2015.2417569) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Xiaoyong Shen et al.*2015 · 57 citations*
41. **[MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation ↗](https://arxiv.org/abs/2312.17080) arXiv:2312.17080 · no summary yet**Zhongshen Zeng et al.*2023 · 36 citations*
42. **[TRAC: Teacher-Guided Token Reward with Adaptive Calibration for Robust Policy Optimization ↗](https://aclanthology.org/2026.acl-long.2210/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Sitong Wu et al.*2026*
43. **[SearchGym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation ↗](https://aclanthology.org/2026.acl-long.848/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Xichen Zhang et al.*2026*