---
title: "Hongsheng Li — all works — Elamur Research"
description: "All 38 works of Hongsheng Li 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/hongsheng-li/works/"
---
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# Hongsheng Li — all works

38 works · [← Hongsheng Li](https://md.research.elamur.ai/free/en/authors/hongsheng-li/)

1. **[PointRCNN: 3D Object Proposal Generation and Detection From Point Cloud ↗](https://doi.org/10.1109/cvpr.2019.00086) 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**Shaoshuai Shi, Xiaogang Wang, Hongsheng Li*2019 · 3,004 citations*
2. **[Cross-scene crowd counting via deep convolutional neural networks ↗](https://doi.org/10.1109/cvpr.2015.7298684) 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**Cong Zhang et al.*2015 · 1,137 citations*
3. **[InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions ↗](https://doi.org/10.1109/cvpr52729.2023.01385) 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**Wenhai Wang et al.*2023 · 1,040 citations*
4. **[Saliency detection by multi-context deep learning ↗](https://doi.org/10.1109/cvpr.2015.7298731) 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**Rui Zhao et al.*2015 · 1,009 citations*
5. **[Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2016.140) 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**Tong Xiao et al.*2016 · 970 citations*
6. **[Group-Wise Correlation Stereo Network ↗](https://doi.org/10.1109/cvpr.2019.00339) 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**Xiaoyang Guo et al.*2019 · 761 citations*
7. **[Person Search with Natural Language Description ↗](https://doi.org/10.1109/cvpr.2017.551) 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**Shuang Li et al.*2017 · 560 citations*
8. **[PointCLIP: Point Cloud Understanding by CLIP ↗](https://doi.org/10.1109/cvpr52688.2022.00836) 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**Renrui Zhang et al.*2022 · 460 citations*
9. **[DeepID-Net: Deformable deep convolutional neural networks for object detection ↗](https://doi.org/10.1109/cvpr.2015.7298854) 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**Wanli Ouyang et al.*2015 · 435 citations*
10. **[Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering ↗](https://doi.org/10.1109/cvpr.2019.00680) 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**Peng Gao et al.*2019 · 421 citations*
11. **[Learning Spatial Regularization with Image-Level Supervisions for Multi-label Image Classification ↗](https://doi.org/10.1109/cvpr.2017.219) 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**Feng Zhu et al.*2017 · 386 citations*
12. **[CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval ↗](https://doi.org/10.1109/iccv.2019.00586) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Zihao Wang et al.*2019 · 374 citations*
13. **[Fast Convergence of DETR with Spatially Modulated Co-Attention ↗](https://doi.org/10.1109/iccv48922.2021.00360) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Peng Gao et al.*2021 · 360 citations*
14. **[Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID ↗](https://openalex.org/W3103165805) neural information processing systems · no summary yet**Yixiao Ge et al.*2020 · 334 citations*
15. [**LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention arXiv:2303.16199**Renrui Zhang, Jiaming Han, Chris Liu, et al.*2023 · 333 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2023-llama-adapter-efficient-fine-tuning/)
16. **[Structured Feature Learning for Pose Estimation ↗](https://doi.org/10.1109/cvpr.2016.510) 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**Xiao Chu et al.*2016 · 267 citations*
17. **[End-to-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation ↗](https://doi.org/10.1109/cvpr.2016.335) 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**Wei Ping Yang et al.*2016 · 262 citations*
18. **[AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations ↗](https://doi.org/10.1109/cvpr.2019.01108) 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**Xiao Zhang et al.*2019 · 251 citations*
19. **[Interpolated Convolutional Networks for 3D Point Cloud Understanding ↗](https://doi.org/10.1109/iccv.2019.00166) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Jiageng Mao, Xiaogang Wang, Hongsheng Li*2019 · 249 citations*
20. **[Depth Completion From Sparse LiDAR Data With Depth-Normal Constraints ↗](https://doi.org/10.1109/iccv.2019.00290) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Yan Xu et al.*2019 · 247 citations*
21. **[Understanding pedestrian behaviors from stationary crowd groups ↗](https://doi.org/10.1109/cvpr.2015.7298971) 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**Shuai Yi, Hongsheng Li, Xiaogang Wang*2015 · 239 citations*
22. **[MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?](https://md.research.elamur.ai/free/en/papers/zhang-2024-mathverse-multi-modal-llm-truly/) [Lecture notes in computer science](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/)**Renrui Zhang, Dongzhi Jiang, Yichi Zhang, et al.*2024 · 232 citations*
23. [**LLaMA-Adapter V2: Parameter-Efficient Visual Instruction Model arXiv:2304.15010**Peng Gao, Jiaming Han, Renrui Zhang, et al.*2023 · 229 citations*](https://md.research.elamur.ai/free/en/papers/gao-2023-llama-adapter-v2-parameter-efficient/)
24. **[Human Preference Score: Better Aligning Text-to-image Models with Human Preference ↗](https://doi.org/10.1109/iccv51070.2023.00200) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Xiaoshi Wu et al.*2023 · 214 citations*
25. **[MonoDETR: Depth-guided Transformer for Monocular 3D Object Detection ↗](https://doi.org/10.1109/iccv51070.2023.00840) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Renrui Zhang et al.*2023 · 210 citations*
26. **[Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset](https://md.research.elamur.ai/free/en/papers/wang-2024-measuring-multimodal-mathematical-reasoning-math/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Ke Wang, Junting Pan, Weikang Shi, et al.*2024 · 203 citations*
27. **[Improving Referring Expression Grounding With Cross-Modal Attention-Guided Erasing ↗](https://doi.org/10.1109/cvpr.2019.00205) 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**Xihui Liu et al.*2019 · 199 citations*
28. **[Starting from Non-Parametric Networks for 3D Point Cloud Analysis ↗](https://doi.org/10.1109/cvpr52729.2023.00517) 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**Renrui Zhang et al.*2023 · 126 citations*
29. **[Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning](https://md.research.elamur.ai/free/en/papers/shao-2024-visual-cot-advancing-multi-modal/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Hao Shao, Shengju Qian, Han Xiao, et al.*2024 · 117 citations*
30. [**Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification arXiv:2308.07921**Aojun Zhou, Ke Wang, Zimu Lu, et al.*2023 · 110 citations*](https://md.research.elamur.ai/free/en/papers/zhou-2023-solving-challenging-math-word-problems/)
31. [**MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning arXiv:2310.03731**Ke Wang, Houxing Ren, Aojun Zhou, et al.*2023 · 99 citations*](https://md.research.elamur.ai/free/en/papers/wang-2023-mathcoder-seamless-code-integration-llms/)
32. **[Progressive Correspondence Pruning by Consensus Learning ↗](https://doi.org/10.1109/iccv48922.2021.00640) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Chen Zhao et al.*2021 · 99 citations*
33. **[Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models](https://md.research.elamur.ai/free/en/papers/lu-2024-not-all-experts-are-equal/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xudong Lu, Qi Liu, Yuhui Xu, et al.*2024 · 88 citations*
34. **[Multi-Modality Latent Interaction Network for Visual Question Answering ↗](https://doi.org/10.1109/iccv.2019.00592) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Peng Gao et al.*2019 · 68 citations*
35. **[MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs](https://md.research.elamur.ai/free/en/papers/lu-2024-mathgenie-generating-synthetic-data-question/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zimu Lu, Aojun Zhou, Houxing Ren, et al.*2024 · 58 citations*
36. [**Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical Reasoning arXiv:2407.00782**Zimu Lu, Aojun Zhou, Ke Wang, et al.*2024 · 23 citations*](https://md.research.elamur.ai/free/en/papers/lu-2024-step-controlled-dpo-leveraging-stepwise/)
37. **[MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code ↗](https://arxiv.org/abs/2410.08196) arXiv:2410.08196 · no summary yet**Zimu Lu et al.*2024 · 19 citations*
38. **[Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning](https://md.research.elamur.ai/free/en/papers/ren-2026-robust-real-world-spreadsheet-understanding/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Houxing Ren, Mingjie Zhan, Zimu Lu, et al.*2026*