🧑‍🔬 Chuang Gan — all works

35 works · ← Chuang Gan

1. TSM: Temporal Shift Module for Efficient Video Understanding ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJi Lin, Chuang Gan, Song Han2019 · 2,109 citations
2. Graph Convolutional Networks for Temporal Action Localization ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetRunhao Zeng et al.2019 · 557 citations
3. Semantic Compositional Networks for Visual Captioning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhe Gan et al.2017 · 493 citations
4. Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding ↗arXiv:1810.02338 · no summary yetKexin Yi et al.2018 · 407 citations
5. EfficientViT: Lightweight Multi-Scale Attention for High-Resolution Dense Prediction ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetHan Cai et al.2023 · 363 citations
6. DevNet: A Deep Event Network for multimedia event detection and evidence recounting ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChuang Gan et al.2015 · 330 citations
7. StyleNet: Generating Attractive Visual Captions with Styles ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChuang Gan et al.2017 · 324 citations
8. HAT: Hardware-Aware Transformers for Efficient Natural Language ProcessingAnnual Meeting of the Association for Computational Linguistics (ACL)Hanrui Wang, Zhanghao Wu, Zhijian Liu, et al.2020 · 294 citations
9. Beyond RNNs: Positional Self-Attention with Co-Attention for Video Question Answering ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetXiangpeng Li et al.2019 · 280 citations
10. Once-for-All: Train One Network and Specialize it for Efficient Deployment ↗arXiv:1908.09791 · no summary yetHan Cai et al.2019 · 252 citations
11. The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision ↗arXiv:1904.12584 · no summary yetJiayuan Mao et al.2019 · 241 citations
12. Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human SupervisionConference on Neural Information Processing Systems (NeurIPS)Zhiqing Sun, Yikang Shen, Qinhong Zhou, et al.2023 · 236 citations
13. End-to-End Learning of Motion Representation for Video Understanding ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLijie Fan et al.2018 · 236 citations
14. Learning Attributes Equals Multi-Source Domain Generalization ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChuang Gan, Tianbao Yang, Boqing Gong2016 · 194 citations
15. Aligning Large Multimodal Models with Factually Augmented RLHFarXiv:2309.14525Zhiqing Sun, Sheng Shen, Shengcao Cao, et al.2023 · 176 citations
16. Aligning Large Multimodal Models with Factually Augmented RLHF ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetZhiqing Sun et al.2024 · 136 citations
17. QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving ↗MLSys 2025 · no summary yetYujun Lin et al.2024 · 120 citations
18. You Lead, We Exceed: Labor-Free Video Concept Learning by Jointly Exploiting Web Videos and Images ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChuang Gan et al.2016 · 111 citations
19. Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZitian Chen et al.2023 · 100 citations
20. Building Cooperative Embodied Agents Modularly with Large Language Models ↗arXiv:2307.02485 · no summary yetHongxin Zhang et al.2023 · 95 citations
21. Planning with Large Language Models for Code Generation ↗arXiv:2303.05510 · no summary yetShun Zhang et al.2023 · 90 citations
22. Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChuang Gan et al.2016 · 75 citations
23. Recognizing an Action Using Its Name: A Knowledge-Based Approach ↗International Journal of Computer Vision · no summary yetChuang Gan et al.2016 · 62 citations
24. Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision ↗arXiv:2403.09472 · no summary yetZhiqing Sun et al.2024 · 51 citations
25. SALMON: Self-Alignment with Instructable Reward ModelsarXiv:2310.05910Zhiqing Sun, Yikang Shen, Hongxin Zhang, et al.2023 · 41 citations
26. LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery ↗arXiv:2405.09783 · no summary yetPingchuan Ma et al.2024 · 33 citations
27. ModuleFormer: Modularity Emerges from Mixture-of-ExpertsarXiv:2306.04640Yikang Shen, Zheyu Zhang, Tianyou Cao, et al.2023 · 21 citations
28. Cross-channel Communication Networks ↗neural information processing systems · no summary yetJianwei Yang et al.2019 · 18 citations
29. EC2: Emergent Communication for Embodied Control ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYao Mu et al.2023 · 14 citations
30. Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search ↗arXiv:2502.02508 · no summary yetMaohao Shen et al.2025 · 13 citations
31. Object-Centric Diagnosis of Visual Reasoning ↗arXiv (Cornell University) · no summary yetJianwei Yang et al.2020 · 11 citations
32. Physically Compatible 3D Object Modeling from a Single Image ↗neural information processing systems · no summary yetMinghao Guo et al.2024 · 6 citations
33. ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs ↗neural information processing systems · no summary yetIrene Huang et al.2024 · 6 citations
34. Revisiting the Roles of “Text” in Text Games ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetYi Gu et al.2022 · 3 citations
35. Tailored Primitive Initialization is the Secret Key to Reinforcement Learning ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYihang Yao et al.2026

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