---
title: "Xiaodan Liang — all works — Elamur Research"
description: "All 41 works of Xiaodan Liang 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/xiaodan-liang/works/"
---
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# Xiaodan Liang — all works

41 works · [← Xiaodan Liang](https://md.research.elamur.ai/free/en/authors/xiaodan-liang/)

1. **[Perceptual Generative Adversarial Networks for Small Object Detection ↗](https://doi.org/10.1109/cvpr.2017.211) 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**Jianan Li et al.*2017 · 918 citations*
2. **[Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach ↗](https://doi.org/10.1109/cvpr.2017.687) 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**Yunchao Wei et al.*2017 · 878 citations*
3. **[Is Faster R-CNN Doing Well for Pedestrian Detection? ↗](https://doi.org/10.1007/978-3-319-46475-6_28) Lecture notes in computer science · no summary yet**Liliang Zhang et al.*2016 · 838 citations*
4. **[Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning ↗](https://doi.org/10.1109/iccv.2019.00967) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Xiaopeng Yan et al.*2019 · 622 citations*
5. [**Toward Controlled Generation of Text arXiv:1703.00955**Zhiting Hu, Zichao Yang, Xiaodan Liang, et al.*2017 · 537 citations*](https://md.research.elamur.ai/free/en/papers/hu-2017-toward-controlled-generation-text/)
6. **[Voxel Transformer for 3D Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00315) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Jiageng Mao et al.*2021 · 535 citations*
7. **[Look into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing ↗](https://doi.org/10.1109/cvpr.2017.715) 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**Ke Gong et al.*2017 · 513 citations*
8. **[Rethinking Knowledge Graph Propagation for Zero-Shot Learning ↗](https://doi.org/10.1109/cvpr.2019.01175) 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**Michael Kampffmeyer et al.*2019 · 355 citations*
9. **[Knowledge-Driven Encode, Retrieve, Paraphrase for Medical Image Report Generation ↗](https://doi.org/10.1609/aaai.v33i01.33016666) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Christy Y. Li et al.*2019 · 331 citations*
10. **[Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection ↗](https://doi.org/10.1109/cvpr.2017.469) 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**Xiaodan Liang, Lisa Lee, Eric P. Xing*2017 · 249 citations*
11. **[Attention-Aware Face Hallucination via Deep Reinforcement Learning ↗](https://doi.org/10.1109/cvpr.2017.180) 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**Qingxing Cao et al.*2017 · 235 citations*
12. **[Towards Multi-Pose Guided Virtual Try-On Network ↗](https://doi.org/10.1109/iccv.2019.00912) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Haoye Dong et al.*2019 · 214 citations*
13. **[Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation ↗](https://doi.org/10.1109/cvpr52729.2023.00325) 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**Mingjie Li et al.*2023 · 209 citations*
14. **[Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00272) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Jiageng Mao et al.*2021 · 191 citations*
15. **[GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning](https://md.research.elamur.ai/free/en/papers/chen-2021-geoqa-geometric-question-answering-benchmark/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Jiaqi Chen, Jianheng Tang, Jinghui Qin, et al.*2021 · 184 citations*
16. **[Graphonomy: Universal Human Parsing via Graph Transfer Learning ↗](https://doi.org/10.1109/cvpr.2019.00763) 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**Ke Gong et al.*2019 · 183 citations*
17. **[Semantic Object Parsing with Local-Global Long Short-Term Memory ↗](https://doi.org/10.1109/cvpr.2016.347) 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**Xiaodan Liang et al.*2016 · 182 citations*
18. **[Target-Guided Open-Domain Conversation](https://md.research.elamur.ai/free/en/papers/tang-2019-target-guided-open-domain-conversation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jianheng Tang, Tiancheng Zhao, Chenyan Xiong, et al.*2019 · 166 citations*
19. **[GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue Systems](https://md.research.elamur.ai/free/en/papers/huang-2020-grade-automatic-graph-enhanced-coherence/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Lishan Huang, Zheng Ye, Jinghui Qin, et al.*2020 · 144 citations*
20. **[Spatial-Aware Graph Relation Network for Large-Scale Object Detection ↗](https://doi.org/10.1109/cvpr.2019.00952) 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**Hang Xu et al.*2019 · 141 citations*
21. [**Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning arXiv:2105.04165**Pan Lu, Ran Gong, Shibiao Jiang, et al.*2021 · 139 citations*](https://md.research.elamur.ai/free/en/papers/lu-2021-inter-gps-interpretable-geometry-problem/)
22. **[Matching-CNN meets KNN: Quasi-parametric human parsing ↗](https://doi.org/10.1109/cvpr.2015.7298748) 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**Si Liu et al.*2015 · 136 citations*
23. **[BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search ↗](https://doi.org/10.1109/iccv48922.2021.01206) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Changlin Li et al.*2021 · 113 citations*
24. [**DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic Data arXiv:2405.14333**Huajian Xin, Daya Guo, Zhihong Shao, et al.*2024 · 111 citations*](https://md.research.elamur.ai/free/en/papers/xin-2024-deepseek-prover-advancing-theorem-proving/)
25. **[UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression](https://md.research.elamur.ai/free/en/papers/chen-2022-unigeo-unifying-geometry-logical-reasoning/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jiaqi Chen, Tong Li, Jinghui Qin, et al.*2022 · 111 citations*
26. **[Reasoning-RCNN: Unifying Adaptive Global Reasoning Into Large-Scale Object Detection ↗](https://doi.org/10.1109/cvpr.2019.00658) 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**Hang Xu et al.*2019 · 107 citations*
27. **[FW-GAN: Flow-Navigated Warping GAN for Video Virtual Try-On ↗](https://doi.org/10.1109/iccv.2019.00125) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Haoye Dong et al.*2019 · 106 citations*
28. [**IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning arXiv:2110.13214**Pan Lu, Liang Qiu, Jiaqi Chen, et al.*2021 · 103 citations*](https://md.research.elamur.ai/free/en/papers/lu-2021-iconqa-new-benchmark-abstract-diagram/)
29. **[GP-VTON: Towards General Purpose Virtual Try-On via Collaborative Local-Flow Global-Parsing Learning ↗](https://doi.org/10.1109/cvpr52729.2023.02255) 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**Zhenyu Xiel et al.*2023 · 100 citations*
30. **[SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection ↗](https://arxiv.org/abs/1911.09929) arXiv:1911.09929 · no summary yet**Lewei Yao et al.*2019 · 95 citations*
31. **[Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems ↗](https://aclanthology.org/2020.emnlp-main.309/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Jinghui Qin et al.*2020 · 86 citations*
32. **[CLIP2: Contrastive Language-Image-Point Pretraining from Real-World Point Cloud Data ↗](https://doi.org/10.1109/cvpr52729.2023.01463) 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**Yihan Zeng et al.*2023 · 82 citations*
33. **[MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation ↗](https://aclanthology.org/2024.acl-long.529/) Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Jiaqi Chen et al.*2024 · 66 citations*
34. **[Exploring Geometry-aware Contrast and Clustering Harmonization for Self-supervised 3D Object Detection ↗](https://doi.org/10.1109/iccv48922.2021.00328) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Hanxue Liang et al.*2021 · 60 citations*
35. **[Deep Generative Models with Learnable Knowledge Constraints ↗](https://arxiv.org/abs/1806.09764) arXiv (Cornell University) · no summary yet**Zhiting Hu et al.*2018 · 48 citations*
36. **[DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function ↗](https://aclanthology.org/2023.acl-long.706/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Haiming Wang et al.*2023 · 40 citations*
37. **[MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data ↗](https://arxiv.org/abs/2402.08957) arXiv:2402.08957 (ICLR 2024 spotlight) · no summary yet**Yinya Huang et al.*2024 · 29 citations*
38. **[AutoLoss: Learning Discrete Schedules for Alternate Optimization ↗](https://arxiv.org/abs/1810.02442) arXiv (Cornell University) · no summary yet**Haowen Xu et al.*2018 · 23 citations*
39. **[TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models ↗](https://aclanthology.org/2023.emnlp-main.711/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Jing Xiong et al.*2023 · 21 citations*
40. **[CombiBench: Benchmarking LLM Capability for Combinatorial Mathematics ↗](https://arxiv.org/abs/2505.03171) arXiv:2505.03171 · no summary yet**Junqi Liu et al.*2025 · 20 citations*
41. **[Proving Theorems Recursively ↗](https://arxiv.org/abs/2405.14414) arXiv:2405.14414 · no summary yet**Haiming Wang et al.*2024 · 19 citations*