🧑‍🔬 Wanli Ouyang — all works

50 works · ← Wanli Ouyang

1. Libra R-CNN: Towards Balanced Learning 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 yetJiangmiao Pang et al.2019 · 1,784 citations
2. Hybrid Task Cascade for Instance Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetKai Chen et al.2019 · 1,538 citations
3. Unsupervised Salience Learning 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 yetRui Zhao, Wanli Ouyang, Xiaogang Wang2013 · 1,043 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. DVC: An End-To-End Deep Video Compression Framework ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetGuo Sheng Lu et al.2019 · 755 citations
7. Multi-context Attention 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 yetXiao Chu et al.2017 · 749 citations
8. Point Transformer V3: Simpler, Faster, Stronger ↗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 Wu et al.2024 · 668 citations
9. SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPu Zhang et al.2019 · 543 citations
10. Multi-scale Continuous CRFs as Sequential Deep Networks for Monocular Depth 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 yetDan Xu et al.2017 · 470 citations
11. 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
12. 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
13. GS3D: An Efficient 3D Object Detection Framework for Autonomous Driving ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBuyu Li et al.2019 · 367 citations
14. PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetHongwen Zhang et al.2021 · 348 citations
15. Quality Aware Network for Set to Set Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYu Liu, Junjie Yan, Wanli Ouyang2017 · 342 citations
16. GradNet: Gradient-Guided Network for Visual Object Tracking ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetPeixia Li et al.2019 · 341 citations
17. Accurate Monocular 3D Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetXinzhu Ma et al.2019 · 335 citations
18. Multi-class Token Transformer for Weakly Supervised Semantic Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLian Xu et al.2022 · 307 citations
19. Crowd Counting With Deep Structured Scale Integration Network ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetLingbo Liu et al.2019 · 291 citations
20. Geometry Uncertainty Projection Network for Monocular 3D Object Detection ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetYan Lu et al.2021 · 268 citations
21. 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
22. 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
23. STCT: Sequentially Training Convolutional Networks for Visual Tracking ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLijun Wang et al.2016 · 259 citations
24. Box-Driven Class-Wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChunfeng Song et al.2019 · 254 citations
25. Learning Cross-Modal Deep Representations for Robust Pedestrian 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 yetDan Xu et al.2017 · 240 citations
26. ViP-CNN: Visual Phrase Guided Convolutional Neural 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 yetYikang Li et al.2017 · 237 citations
27. Factors in Finetuning Deep Model for Object Detection with Long-Tail Distribution ↗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.2016 · 192 citations
28. Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetLian Xu et al.2021 · 182 citations
29. MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn DialoguesAnnual Meeting of the Association for Computational Linguistics (ACL)Ge Bai, Jie Liu, Xingyuan Bu, et al.2024 · 174 citations
30. Single-Pedestrian Detection Aided by Multi-pedestrian 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, Xiaogang Wang2013 · 146 citations
31. Modeling Mutual Visibility Relationship in Pedestrian 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, Xingyu Zeng, Xiaogang Wang2013 · 126 citations
32. RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetNoah Wang et al.2024 · 114 citations
33. β-DARTS: Beta-Decay Regularization for Differentiable Architecture Search ↗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 Ye et al.2022 · 114 citations
34. Part-Level Graph Convolutional Network for Skeleton-Based Action Recognition ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetLinjiang Huang et al.2020 · 108 citations
35. Hierarchical Online Instance Matching for Person Search ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetDi Chen et al.2020 · 87 citations
36. ChemLLM: A Chemical Large Language Model ↗arXiv:2402.06852 · no summary yetDi Zhang et al.2024 · 82 citations
37. LAP-Net: Level-Aware Progressive Network for Image Dehazing ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetYunan Li et al.2019 · 82 citations
38. Relational Prototypical Network for Weakly Supervised Temporal Action Localization ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetLinjiang Huang et al.2020 · 66 citations
39. Learning Mutual Visibility Relationship for Pedestrian Detection with a Deep Model ↗International Journal of Computer Vision · no summary yetWanli Ouyang, Xingyu Zeng, Xiaogang Wang2016 · 52 citations
40. LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning ↗arXiv:2410.02884 · no summary yetDi Zhang et al.2024 · 49 citations
41. MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series ↗arXiv:2405.19327 · no summary yetGe Zhang et al.2024 · 44 citations
42. Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time ScalingarXiv:2502.06703Runze Liu, Junqi Gao, Jian Zhao, et al.2025 · 41 citations
43. Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent SystemAnnual Meeting of the Association for Computational Linguistics (ACL)Haoyang Su, Renqi Chen, Shixiang Tang, et al.2025 · 40 citations
44. MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses ↗arXiv:2410.07076 · no summary yetZonglin Yang et al.2024 · 36 citations
45. ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition ↗arXiv:2503.21248 · no summary yetYujie Liu et al.2025 · 25 citations
46. From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery ↗arXiv:2508.14111 · no summary yetJiaqi Wei et al.2025 · 19 citations
47. Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback ↗arXiv:2501.03916 · no summary yetJiakang Yuan et al.2025 · 19 citations
48. Nature-Inspired Population-Based Evolution of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yiqun Zhang, Peng Ye, Xiaocui Yang, et al.2026 · 8 citations
49. VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language ModelsFindings of the Association for Computational LinguisticsHanling 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 EnhancementAnnual Meeting of the Association for Computational Linguistics (ACL)Shengji Tang, Jianjian Cao, Weihao Lin, et al.2026

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