🧑‍🔬 Song-Chun Zhu — all works

30 works · ← Song-Chun Zhu

1. Learn to Explain: Multimodal Reasoning Via Thought Chains for Science Question Answering ↗neural information processing systems · no summary yetPan Lu et al.2022 · 943 citations
2. Chameleon: Plug-and-Play Compositional Reasoning with Large Language ModelsConference on Neural Information Processing Systems (NeurIPS)Pan Lu, Baolin Peng, Hao Cheng, et al.2023 · 327 citations
3. RAVEN: A Dataset for Relational and Analogical Visual REasoNing ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChi Zhang et al.2019 · 231 citations
4. Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical ReasoningarXiv:2209.14610Pan Lu, Liang Qiu, Kai-Wei Chang, et al.2022 · 219 citations
5. Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetSiyuan Huang et al.2021 · 194 citations
6. CERN: Confidence-Energy Recurrent Network for Group Activity 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 yetTianmin Shu, Siniša Todorović, Song Chun Zhu2017 · 193 citations
7. Joint action recognition and pose estimation from video ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBruce Xiaohan Nie, Caiming Xiong, Song Chun Zhu2015 · 193 citations
8. Diffusion-based Generation, Optimization, and Planning in 3D Scenes ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSiyuan Huang et al.2023 · 192 citations
9. DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetYuanlu Xu, Song Chun Zhu, Tony Tung2019 · 186 citations
10. Evaluating and Inducing Personality in Pre-trained Language Models ↗arXiv:2206.07550 · no summary yetGuangyuan Jiang et al.2022 · 168 citations
11. Multi-view People Tracking via Hierarchical Trajectory Composition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYuanlu Xu et al.2016 · 168 citations
12. Understanding tools: Task-oriented object modeling, learning and 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 yetYixin Zhu, Yibiao Zhao, Song Chun Zhu2015 · 146 citations
13. Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningarXiv:2105.04165Pan Lu, Ran Gong, Shibiao Jiang, et al.2021 · 139 citations
14. Scene Parsing by Integrating Function, Geometry and Appearance Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYibiao Zhao, Song Chun Zhu2013 · 139 citations
15. Beyond Point Clouds: Scene Understanding by Reasoning Geometry and Physics ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBo Zheng et al.2013 · 109 citations
16. IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning ↗arXiv:2110.13214 · no summary yetPan Lu et al.2021 · 103 citations
17. Inferring Forces and Learning Human Utilities from Videos ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYixin Zhu et al.2016 · 79 citations
18. Cross-View People Tracking by Scene-Centered Spatio-Temporal Parsing ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetYuanlu Xu et al.2017 · 69 citations
19. CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetArjun Akula, Shuai Wang, Song Chun Zhu2020 · 67 citations
20. Learning by Fixing: Solving Math Word Problems with Weak Supervision ↗AAAI 2021 (arXiv 2012.10582) · no summary yetYining Hong et al.2012 · 65 citations
21. Discriminatively Trained And-Or Tree Models 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 yetXi Song et al.2013 · 58 citations
22. Large Language Models are In-Context Semantic Reasoners rather than Symbolic ReasonersarXiv:2305.14825Xiaojuan Tang, Zilong Zheng, Jiaqi Li, et al.2023 · 52 citations
23. Learning And-Or Model to Represent Context and Occlusion for Car Detection and Viewpoint Estimation ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetTianfu Wu, Bo Hu Li, Song Chun Zhu2015 · 50 citations
24. GRICE: A Grammar-based Dataset for Recovering Implicature and Conversational rEasoningZilong Zheng, Shuwen Qiu, Lifeng Fan, et al.English · 36 citations
25. INTERPRET: Interactive Predicate Learning from Language Feedback for Generalizable Task Planning ↗arXiv:2405.19758 · no summary yetMuzhi Han et al.2024 · 17 citations
26. DiPlomat: A Dialogue Dataset for Situated Pragmatic ReasoningConference on Neural Information Processing Systems (NeurIPS)Hengli Li, Song-Chun Zhu, Zilong Zheng2023 · 15 citations
27. Proposing and solving olympiad geometry with guided tree search ↗arXiv:2412.10673 · no summary yetChi Zhang et al.2024 · 8 citations
28. RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning ↗CaltechAUTHORS (California Institute of Technology) · no summary yetMa, Xiaojian et al.2022 · 7 citations
29. v-HUB: A Benchmark for Video Humor Understanding from Vision and SoundAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengpeng Shi, Yanpeng Zhao, Jianqun Zhou, et al.2026
30. JurisBench: A Deep Benchmark for Assessing Large Language Models in Professional Legal Practice ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZiang Chen et al.2026

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/song-chun-zhu/works/