🧑‍🔬 Xiaodan Liang — all works

41 works · ← Xiaodan Liang

1. Perceptual Generative Adversarial Networks for Small 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 yetJianan Li et al.2017 · 918 citations
2. Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYunchao Wei et al.2017 · 878 citations
3. Is Faster R-CNN Doing Well for Pedestrian Detection? ↗Lecture notes in computer science · no summary yetLiliang Zhang et al.2016 · 838 citations
4. Meta R-CNN: Towards General Solver for Instance-Level Low-Shot Learning ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetXiaopeng Yan et al.2019 · 622 citations
5. Toward Controlled Generation of TextarXiv:1703.00955Zhiting Hu, Zichao Yang, Xiaodan Liang, et al.2017 · 537 citations
6. Voxel Transformer for 3D Object Detection ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJiageng Mao et al.2021 · 535 citations
7. Look into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetKe Gong et al.2017 · 513 citations
8. Rethinking Knowledge Graph Propagation for Zero-Shot 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 yetMichael Kampffmeyer et al.2019 · 355 citations
9. Knowledge-Driven Encode, Retrieve, Paraphrase for Medical Image Report Generation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChristy Y. Li et al.2019 · 331 citations
10. Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute 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 yetXiaodan Liang, Lisa Lee, Eric P. Xing2017 · 249 citations
11. Attention-Aware Face Hallucination via Deep Reinforcement 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 yetQingxing Cao et al.2017 · 235 citations
12. Towards Multi-Pose Guided Virtual Try-On Network ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetHaoye Dong et al.2019 · 214 citations
13. Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMingjie Li et al.2023 · 209 citations
14. Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJiageng Mao et al.2021 · 191 citations
15. GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical ReasoningFindings of the Association for Computational LinguisticsJiaqi Chen, Jianheng Tang, Jinghui Qin, et al.2021 · 184 citations
16. Graphonomy: Universal Human Parsing via Graph Transfer 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 yetKe Gong et al.2019 · 183 citations
17. Semantic Object Parsing with Local-Global Long Short-Term Memory ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXiaodan Liang et al.2016 · 182 citations
18. Target-Guided Open-Domain ConversationAnnual Meeting of the Association for Computational Linguistics (ACL)Jianheng Tang, Tiancheng Zhao, Chenyan Xiong, et al.2019 · 166 citations
19. GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue SystemsConference on Empirical Methods in Natural Language Processing (EMNLP)Lishan Huang, Zheng Ye, Jinghui Qin, et al.2020 · 144 citations
20. Spatial-Aware Graph Relation Network for Large-Scale 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 yetHang Xu et al.2019 · 141 citations
21. Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningarXiv:2105.04165Pan Lu, Ran Gong, Shibiao Jiang, et al.2021 · 139 citations
22. Matching-CNN meets KNN: Quasi-parametric human parsing ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSi Liu et al.2015 · 136 citations
23. BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetChanglin Li et al.2021 · 113 citations
24. DeepSeek-Prover: Advancing Theorem Proving in LLMs through Large-Scale Synthetic DataarXiv:2405.14333Huajian Xin, Daya Guo, Zhihong Shao, et al.2024 · 111 citations
25. UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical ExpressionConference on Empirical Methods in Natural Language Processing (EMNLP)Jiaqi Chen, Tong Li, Jinghui Qin, et al.2022 · 111 citations
26. Reasoning-RCNN: Unifying Adaptive Global Reasoning Into Large-Scale 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 yetHang Xu et al.2019 · 107 citations
27. FW-GAN: Flow-Navigated Warping GAN for Video Virtual Try-On ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetHaoye Dong et al.2019 · 106 citations
28. IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningarXiv:2110.13214Pan Lu, Liang Qiu, Jiaqi Chen, et al.2021 · 103 citations
29. GP-VTON: Towards General Purpose Virtual Try-On via Collaborative Local-Flow Global-Parsing 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 yetZhenyu Xiel et al.2023 · 100 citations
30. SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection ↗arXiv:1911.09929 · no summary yetLewei Yao et al.2019 · 95 citations
31. Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetJinghui Qin et al.2020 · 86 citations
32. CLIP2: Contrastive Language-Image-Point Pretraining from Real-World Point Cloud Data ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYihan Zeng et al.2023 · 82 citations
33. MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJiaqi Chen et al.2024 · 66 citations
34. Exploring Geometry-aware Contrast and Clustering Harmonization for Self-supervised 3D Object Detection ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetHanxue Liang et al.2021 · 60 citations
35. Deep Generative Models with Learnable Knowledge Constraints ↗arXiv (Cornell University) · no summary yetZhiting Hu et al.2018 · 48 citations
36. DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHaiming Wang et al.2023 · 40 citations
37. MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data ↗arXiv:2402.08957 (ICLR 2024 spotlight) · no summary yetYinya Huang et al.2024 · 29 citations
38. AutoLoss: Learning Discrete Schedules for Alternate Optimization ↗arXiv (Cornell University) · no summary yetHaowen Xu et al.2018 · 23 citations
39. TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetJing Xiong et al.2023 · 21 citations
40. CombiBench: Benchmarking LLM Capability for Combinatorial Mathematics ↗arXiv:2505.03171 · no summary yetJunqi Liu et al.2025 · 20 citations
41. Proving Theorems Recursively ↗arXiv:2405.14414 · no summary yetHaiming Wang et al.2024 · 19 citations

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