🧑‍🔬 Hongsheng Li — all works

38 works · ← Hongsheng Li

1. PointRCNN: 3D Object Proposal Generation and Detection From Point Cloud ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetShaoshuai Shi, Xiaogang Wang, Hongsheng Li2019 · 3,004 citations
2. Cross-scene crowd counting via deep convolutional neural networks ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetCong Zhang et al.2015 · 1,137 citations
3. InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWenhai Wang et al.2023 · 1,040 citations
4. Saliency detection by multi-context deep learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRui Zhao et al.2015 · 1,009 citations
5. Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetTong Xiao et al.2016 · 970 citations
6. Group-Wise Correlation Stereo Network ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXiaoyang Guo et al.2019 · 761 citations
7. Person Search with Natural Language Description ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetShuang Li et al.2017 · 560 citations
8. PointCLIP: Point Cloud Understanding by CLIP ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRenrui Zhang et al.2022 · 460 citations
9. DeepID-Net: Deformable deep convolutional neural networks for object detection ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWanli Ouyang et al.2015 · 435 citations
10. Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPeng Gao et al.2019 · 421 citations
11. Learning Spatial Regularization with Image-Level Supervisions for Multi-label Image Classification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetFeng Zhu et al.2017 · 386 citations
12. CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetZihao Wang et al.2019 · 374 citations
13. Fast Convergence of DETR with Spatially Modulated Co-Attention ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetPeng Gao et al.2021 · 360 citations
14. Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID ↗neural information processing systems · no summary yetYixiao Ge et al.2020 · 334 citations
15. LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init AttentionarXiv:2303.16199Renrui Zhang, Jiaming Han, Chris Liu, et al.2023 · 333 citations
16. Structured Feature Learning for Pose Estimation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXiao 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 ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWei Ping Yang et al.2016 · 262 citations
18. AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXiao Zhang et al.2019 · 251 citations
19. Interpolated Convolutional Networks for 3D Point Cloud Understanding ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJiageng Mao, Xiaogang Wang, Hongsheng Li2019 · 249 citations
20. Depth Completion From Sparse LiDAR Data With Depth-Normal Constraints ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetYan Xu et al.2019 · 247 citations
21. Understanding pedestrian behaviors from stationary crowd groups ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetShuai Yi, Hongsheng Li, Xiaogang Wang2015 · 239 citations
22. MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?Lecture notes in computer scienceRenrui Zhang, Dongzhi Jiang, Yichi Zhang, et al.2024 · 232 citations
23. LLaMA-Adapter V2: Parameter-Efficient Visual Instruction ModelarXiv:2304.15010Peng Gao, Jiaming Han, Renrui Zhang, et al.2023 · 229 citations
24. Human Preference Score: Better Aligning Text-to-image Models with Human Preference ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetXiaoshi Wu et al.2023 · 214 citations
25. MonoDETR: Depth-guided Transformer for Monocular 3D Object Detection ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetRenrui Zhang et al.2023 · 210 citations
26. Measuring Multimodal Mathematical Reasoning with MATH-Vision DatasetConference on Neural Information Processing Systems (NeurIPS)Ke Wang, Junting Pan, Weikang Shi, et al.2024 · 203 citations
27. Improving Referring Expression Grounding With Cross-Modal Attention-Guided Erasing ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXihui Liu et al.2019 · 199 citations
28. Starting from Non-Parametric Networks for 3D Point Cloud Analysis ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetRenrui Zhang et al.2023 · 126 citations
29. Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought ReasoningConference on Neural Information Processing Systems (NeurIPS)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-VerificationarXiv:2308.07921Aojun Zhou, Ke Wang, Zimu Lu, et al.2023 · 110 citations
31. MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical ReasoningarXiv:2310.03731Ke Wang, Houxing Ren, Aojun Zhou, et al.2023 · 99 citations
32. Progressive Correspondence Pruning by Consensus Learning ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetChen Zhao et al.2021 · 99 citations
33. Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Xudong Lu, Qi Liu, Yuhui Xu, et al.2024 · 88 citations
34. Multi-Modality Latent Interaction Network for Visual Question Answering ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetPeng Gao et al.2019 · 68 citations
35. MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Zimu Lu, Aojun Zhou, Houxing Ren, et al.2024 · 58 citations
36. Step-Controlled DPO: Leveraging Stepwise Error for Enhanced Mathematical ReasoningarXiv:2407.00782Zimu Lu, Aojun Zhou, Ke Wang, et al.2024 · 23 citations
37. MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code ↗arXiv:2410.08196 · no summary yetZimu Lu et al.2024 · 19 citations
38. Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Houxing Ren, Mingjie Zhan, Zimu Lu, et al.2026

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/hongsheng-li/works/