---
title: "Wanli Ouyang — all works — Elamur Research"
description: "All 50 works of Wanli Ouyang 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/wanli-ouyang/works/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/wanli-ouyang/works/)

[home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Wanli Ouyang](https://md.research.elamur.ai/free/en/authors/wanli-ouyang/) / all works

# Wanli Ouyang — all works

50 works · [← Wanli Ouyang](https://md.research.elamur.ai/free/en/authors/wanli-ouyang/)

1. **[Libra R-CNN: Towards Balanced Learning for Object Detection ↗](https://doi.org/10.1109/cvpr.2019.00091) 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**Jiangmiao Pang et al.*2019 · 1,784 citations*
2. **[Hybrid Task Cascade for Instance Segmentation ↗](https://doi.org/10.1109/cvpr.2019.00511) 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**Kai Chen et al.*2019 · 1,538 citations*
3. **[Unsupervised Salience Learning for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2013.460) 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, Wanli Ouyang, Xiaogang Wang*2013 · 1,043 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. **[DVC: An End-To-End Deep Video Compression Framework ↗](https://doi.org/10.1109/cvpr.2019.01126) 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**Guo Sheng Lu et al.*2019 · 755 citations*
7. **[Multi-context Attention for Human Pose Estimation ↗](https://doi.org/10.1109/cvpr.2017.601) 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.*2017 · 749 citations*
8. **[Point Transformer V3: Simpler, Faster, Stronger ↗](https://doi.org/10.1109/cvpr52733.2024.00463) 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 Wu et al.*2024 · 668 citations*
9. **[SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction ↗](https://doi.org/10.1109/cvpr.2019.01236) 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**Pu Zhang et al.*2019 · 543 citations*
10. **[Multi-scale Continuous CRFs as Sequential Deep Networks for Monocular Depth Estimation ↗](https://doi.org/10.1109/cvpr.2017.25) 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**Dan Xu et al.*2017 · 470 citations*
11. **[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*
12. **[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*
13. **[GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving ↗](https://doi.org/10.1109/cvpr.2019.00111) 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**Buyu Li et al.*2019 · 367 citations*
14. **[PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop ↗](https://doi.org/10.1109/iccv48922.2021.01125) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Hongwen Zhang et al.*2021 · 348 citations*
15. **[Quality Aware Network for Set to Set Recognition ↗](https://doi.org/10.1109/cvpr.2017.499) 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**Yu Liu, Junjie Yan, Wanli Ouyang*2017 · 342 citations*
16. **[GradNet: Gradient-Guided Network for Visual Object Tracking ↗](https://doi.org/10.1109/iccv.2019.00626) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Peixia Li et al.*2019 · 341 citations*
17. **[Accurate Monocular 3D Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving ↗](https://doi.org/10.1109/iccv.2019.00695) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Xinzhu Ma et al.*2019 · 335 citations*
18. **[Multi-class Token Transformer for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/cvpr52688.2022.00427) 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**Lian Xu et al.*2022 · 307 citations*
19. **[Crowd Counting With Deep Structured Scale Integration Network ↗](https://doi.org/10.1109/iccv.2019.00186) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Lingbo Liu et al.*2019 · 291 citations*
20. **[Geometry Uncertainty Projection Network for Monocular 3D Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00310) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Yan Lu et al.*2021 · 268 citations*
21. **[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*
22. **[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*
23. **[STCT: Sequentially Training Convolutional Networks for Visual Tracking ↗](https://doi.org/10.1109/cvpr.2016.153) 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**Lijun Wang et al.*2016 · 259 citations*
24. **[Box-Driven Class-Wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/cvpr.2019.00325) 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**Chunfeng Song et al.*2019 · 254 citations*
25. **[Learning Cross-Modal Deep Representations for Robust Pedestrian Detection ↗](https://doi.org/10.1109/cvpr.2017.451) 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**Dan Xu et al.*2017 · 240 citations*
26. **[ViP-CNN: Visual Phrase Guided Convolutional Neural Network ↗](https://doi.org/10.1109/cvpr.2017.766) 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**Yikang Li et al.*2017 · 237 citations*
27. **[Factors in Finetuning Deep Model for Object Detection with Long-Tail Distribution ↗](https://doi.org/10.1109/cvpr.2016.100) 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.*2016 · 192 citations*
28. **[Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation ↗](https://doi.org/10.1109/iccv48922.2021.00690) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Lian Xu et al.*2021 · 182 citations*
29. **[MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues](https://md.research.elamur.ai/free/en/papers/bai-2024-mt-bench-101-fine-grained/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ge Bai, Jie Liu, Xingyuan Bu, et al.*2024 · 174 citations*
30. **[Single-Pedestrian Detection Aided by Multi-pedestrian Detection ↗](https://doi.org/10.1109/cvpr.2013.411) 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, Xiaogang Wang*2013 · 146 citations*
31. **[Modeling Mutual Visibility Relationship in Pedestrian Detection ↗](https://doi.org/10.1109/cvpr.2013.414) 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, Xingyu Zeng, Xiaogang Wang*2013 · 126 citations*
32. **[RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models ↗](https://aclanthology.org/2024.findings-acl.878/) Findings of the Association for Computational Linguistics: ACL 2024 · no summary yet**Noah Wang et al.*2024 · 114 citations*
33. **[β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search ↗](https://doi.org/10.1109/cvpr52688.2022.01060) 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 Ye et al.*2022 · 114 citations*
34. **[Part-Level Graph Convolutional Network for Skeleton-Based Action Recognition ↗](https://doi.org/10.1609/aaai.v34i07.6759) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Linjiang Huang et al.*2020 · 108 citations*
35. **[Hierarchical Online Instance Matching for Person Search ↗](https://doi.org/10.1609/aaai.v34i07.6623) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Di Chen et al.*2020 · 87 citations*
36. **[ChemLLM: A Chemical Large Language Model ↗](https://arxiv.org/abs/2402.06852) arXiv:2402.06852 · no summary yet**Di Zhang et al.*2024 · 82 citations*
37. **[LAP-Net: Level-Aware Progressive Network for Image Dehazing ↗](https://doi.org/10.1109/iccv.2019.00337) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Yunan Li et al.*2019 · 82 citations*
38. **[Relational Prototypical Network for Weakly Supervised Temporal Action Localization ↗](https://doi.org/10.1609/aaai.v34i07.6760) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Linjiang Huang et al.*2020 · 66 citations*
39. **[Learning Mutual Visibility Relationship for Pedestrian Detection with a Deep Model ↗](https://doi.org/10.1007/s11263-016-0890-9) International Journal of Computer Vision · no summary yet**Wanli Ouyang, Xingyu Zeng, Xiaogang Wang*2016 · 52 citations*
40. **[LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning ↗](https://arxiv.org/abs/2410.02884) arXiv:2410.02884 · no summary yet**Di Zhang et al.*2024 · 49 citations*
41. **[MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series ↗](https://arxiv.org/abs/2405.19327) arXiv:2405.19327 · no summary yet**Ge Zhang et al.*2024 · 44 citations*
42. [**Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling arXiv:2502.06703**Runze Liu, Junqi Gao, Jian Zhao, et al.*2025 · 41 citations*](https://md.research.elamur.ai/free/en/papers/liu-2025-1b-llm-surpass-405b-llm/)
43. **[Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System](https://md.research.elamur.ai/free/en/papers/su-2025-many-heads-are-better-than/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Haoyang Su, Renqi Chen, Shixiang Tang, et al.*2025 · 40 citations*
44. **[MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses ↗](https://arxiv.org/abs/2410.07076) arXiv:2410.07076 · no summary yet**Zonglin Yang et al.*2024 · 36 citations*
45. **[ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition ↗](https://arxiv.org/abs/2503.21248) arXiv:2503.21248 · no summary yet**Yujie Liu et al.*2025 · 25 citations*
46. **[From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery ↗](https://arxiv.org/abs/2508.14111) arXiv:2508.14111 · no summary yet**Jiaqi Wei et al.*2025 · 19 citations*
47. **[Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback ↗](https://arxiv.org/abs/2501.03916) arXiv:2501.03916 · no summary yet**Jiakang Yuan et al.*2025 · 19 citations*
48. **[Nature-Inspired Population-Based Evolution of Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-nature-inspired-population-based-evolution/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yiqun Zhang, Peng Ye, Xiaocui Yang, et al.*2026 · 8 citations*
49. **[VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-vocabtailor-dynamic-vocabulary-selection-downstream/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Hanling Zhang, Yayu Zhou, Tongcheng Fang, et al.*2026 · 1 citation*
50. **[A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement](https://md.research.elamur.ai/free/en/papers/tang-2026-scalable-multi-llm-collaboration-system/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Shengji Tang, Jianjian Cao, Weihao Lin, et al.*2026*