Denny Zhou
Impact in
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- Advanced Neural Network Applications
- Multimodal Machine Learning Applications
- Artificial Intelligence top 5%
- Topic Modeling
- Natural Language Processing Techniques
- Advanced Graph Neural Networks
Papers in
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- Topic Modeling 8
- Natural Language Processing Techniques 7
- Advanced Graph Neural Networks 2
- Gaussian Processes and Bayesian Inference 2
- Domain Adaptation and Few-Shot Learning 2
- Machine Learning and ELM 1
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- Multimodal Machine Learning Applications 2
- Advanced Neural Network Applications 2
- Co-authors
- Quoc V. Le (7 shared papers)Adams Wei Yu (2 shared papers)Yifeng Lu (2 shared papers)Daiyi Peng (1 shared paper)Mingxing Tan (2 shared papers)Ben Caine (1 shared paper)Tianjian Meng (2 shared papers)Junyang Shen (1 shared paper)
- Journals
- International Conference on Learning Representations (1 paper)Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (1 paper)2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (1 paper)arXiv (Cornell University) (4 papers)Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (1 paper)
- Partner nations
- United StatesCanadaChina
In The Last Decade
Denny Zhou
19 papers receiving 600 citations
Denny Zhou's Hit Papers
Peers
Comparison fields: 5 of 76
- Computer Vision and Pattern Recognition 296
- Artificial Intelligence 287
- Health Informatics 12
- Geology 43
- Instrumentation 23
Countries citing papers authored by Denny Zhou
This map shows the geographic impact of Denny Zhou's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Denny Zhou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Denny Zhou more than expected).
Fields of papers citing papers by Denny Zhou
This network shows the impact of papers produced by Denny Zhou. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Denny Zhou. The network helps show where Denny Zhou may publish in the future.
Co-authors
The 25 scholars most cited alongside Denny Zhou, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection Hit paper breakdown → | 2022 | 301 |
| 2 | Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them Hit paper breakdown → | 2023 | 121 |
| 3 | Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension | 2020 | 40 |
| 4 | 2024 | 25 | |
| 5 | LEGO: Latent Execution-Guided Reasoning for Multi-Hop Question Answering on Knowledge Graphs | 2021 | 20 |
| 6 | 2023 | 17 | |
| 7 | 2022 | 17 | |
| 8 | 2019 | 16 | |
| 9 | 2024 | 11 | |
| 10 | 2023 | 11 | |
| 11 | Adaptive Mixture of Low-Rank Factorizations for Compact Neural Modeling | 2018 | 10 |
| 12 | 2022 | 9 | |
| 13 | MobileBERT: Task-Agnostic Compression of BERT by Progressive Knowledge Transfer | 2019 | 7 |
| 14 | Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection | 2020 | 6 |
| 15 | 2021 | 6 | |
| 16 | 2020 | 3 | |
| 17 | 2020 | 3 | |
| 18 | 2020 | 2 | |
| 19 | 2024 | 2 |
About Denny Zhou
Denny Zhou is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Software, Automotive Engineering and Health Information Management, having authored 19 papers that have together received 627 indexed citations. Recurring topics across this work include Topic Modeling (8 papers), Natural Language Processing Techniques (7 papers), Multimodal Machine Learning Applications (2 papers), Advanced Graph Neural Networks (2 papers), Gaussian Processes and Bayesian Inference (2 papers), Advanced Neural Network Applications (2 papers), Domain Adaptation and Few-Shot Learning (2 papers) and Machine Learning and ELM (1 paper). The work is most often cited by research in Computer Vision and Pattern Recognition (296 citations), Artificial Intelligence (287 citations), Health Informatics (12 citations), Geology (43 citations) and Instrumentation (23 citations). Denny Zhou has collaborated with scholars based in United States, Canada and China. Frequent co-authors include Quoc V. Le, Adams Wei Yu, Yifeng Lu, Daiyi Peng, Mingxing Tan, Ben Caine, Tianjian Meng, Junyang Shen, Jiquan Ngiam and Yingwei Li. Their work appears in journals such as International Conference on Learning Representations, Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), arXiv (Cornell University) and Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.