Tianyi Zhou

8.1k total citations · 5 hit papers
108 papers, 3.1k citations indexed

About

Tianyi Zhou is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Computational Mechanics. According to data from OpenAlex, Tianyi Zhou has authored 108 papers receiving a total of 3.1k indexed citations (citations by other indexed papers that have themselves been cited), including 58 papers in Artificial Intelligence, 30 papers in Computer Vision and Pattern Recognition and 13 papers in Computational Mechanics. Recurrent topics in Tianyi Zhou's work include Topic Modeling (16 papers), Domain Adaptation and Few-Shot Learning (13 papers) and Natural Language Processing Techniques (12 papers). Tianyi Zhou is often cited by papers focused on Topic Modeling (16 papers), Domain Adaptation and Few-Shot Learning (13 papers) and Natural Language Processing Techniques (12 papers). Tianyi Zhou collaborates with scholars based in United States, China and Australia. Tianyi Zhou's co-authors include Dacheng Tao, Guodong Long, Chengqi Zhang, Jing Jiang, Tao Shen, Shirui Pan, Xindong Wu, Langming Liu, Jing Jiang and Yue Tan and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, NeuroImage and The Science of The Total Environment.

In The Last Decade

Tianyi Zhou

100 papers receiving 3.1k citations

Hit Papers

DiSAN: Directional Self-Attention Network for ... 2011 2026 2016 2021 2018 2011 2019 2022 2022 100 200 300 400 500
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding
    2018 508 citations Tao Shen, Tianyi Zhou et al. profile →
  2. GoDec: Randomized Low-rank & Sparse Matrix Decomposition in Noisy Case
    2011 389 citations Tianyi Zhou, Dacheng Tao profile →
  3. Conference on Neural Information Processing Systems
    2019 339 citations Tianyi Zhou, Guodong Long et al. profile →
  4. FedProto: Federated Prototype Learning across Heterogeneous Clients
    2022 314 citations Guodong Long, Tianyi Zhou et al. profile →
  5. Multi-center federated learning: clients clustering for better personalization
    2022 156 citations Guodong Long, Tao Shen et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Tianyi Zhou United States 25 1.5k 1.1k 353 256 236 108 3.1k
Fanzhang Li China 23 906 0.6× 1.1k 1.1× 359 1.0× 308 1.2× 168 0.7× 139 2.3k
Shiping Wang China 33 1.9k 1.2× 1.7k 1.5× 195 0.6× 225 0.9× 355 1.5× 193 3.7k
Marius Kloft Germany 25 1.7k 1.1× 998 0.9× 194 0.5× 180 0.7× 156 0.7× 86 3.0k
Quanming Yao China 26 2.5k 1.6× 1.5k 1.4× 333 0.9× 431 1.7× 624 2.6× 88 4.3k
Jian Yu China 28 761 0.5× 917 0.9× 166 0.5× 285 1.1× 215 0.9× 181 3.4k
Nojun Kwak South Korea 29 1.9k 1.2× 2.3k 2.1× 367 1.0× 349 1.4× 180 0.8× 151 4.4k
Zhihui Li China 31 2.1k 1.3× 1.9k 1.8× 132 0.4× 286 1.1× 196 0.8× 131 4.4k
Zhigang Ma United States 28 1.4k 0.9× 2.4k 2.2× 267 0.8× 327 1.3× 120 0.5× 55 3.4k
Jiancheng Lv China 29 1.8k 1.2× 2.0k 1.9× 126 0.4× 332 1.3× 166 0.7× 195 3.9k
Afshin Rostamizadeh United States 21 1.5k 1.0× 800 0.7× 172 0.5× 101 0.4× 133 0.6× 34 2.6k

Countries citing papers authored by Tianyi Zhou

Since Specialization
Citations

This map shows the geographic impact of Tianyi 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 Tianyi Zhou with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Tianyi Zhou more than expected).

Fields of papers citing papers by Tianyi Zhou

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Tianyi 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 Tianyi Zhou. The network helps show where Tianyi Zhou may publish in the future.

Co-authorship network of co-authors of Tianyi Zhou

This figure shows the co-authorship network connecting the top 25 collaborators of Tianyi Zhou. A scholar is included among the top collaborators of Tianyi Zhou based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Tianyi Zhou. Tianyi Zhou is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Li, Ming, et al.. (2025). ATLAS: Agent Tuning via Learning Critical Steps. 25334–25349. 1 indexed citations
2.
3.
Ding, Weiping, et al.. (2024). FDiff-Fusion: Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation. Information Fusion. 112. 102540–102540. 16 indexed citations
4.
Zhou, Tianyi, et al.. (2024). Multifunctional and recyclable aerogel/fiber building insulation composites with sandwich structure. Construction and Building Materials. 423. 135902–135902. 18 indexed citations
5.
Xie, Qimiao, et al.. (2024). An integrated uncertainty analysis method for the risk assessment of hydrogen refueling stations. Reliability Engineering & System Safety. 248. 110139–110139. 19 indexed citations
6.
Cao, Yu, et al.. (2024). Corpus-Steered Query Expansion with Large Language Models. UvA-DARE (University of Amsterdam). 393–401. 2 indexed citations
7.
Wang, Ruochen, et al.. (2024). DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers. Rare & Special e-Zone (The Hong Kong University of Science and Technology). 13891–13913. 3 indexed citations
8.
9.
Long, Guodong, et al.. (2024). GPFedRec: Graph-Guided Personalization for Federated Recommendation. 4131–4142. 7 indexed citations
10.
11.
Long, Guodong, et al.. (2023). Dual Personalization on Federated Recommendation. 4558–4566. 23 indexed citations
12.
Deng, Zhi‐Hong, Lingxiao Wang, Zhuoran Yang, et al.. (2023). False Correlation Reduction for Offline Reinforcement Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(2). 1199–1211. 3 indexed citations
13.
Zhou, Tianyi, et al.. (2022). The squeeze flow of a bi-viscosity fluid between two rigid spheres with wall slip. Particuology. 79. 153–160. 3 indexed citations
14.
Zhou, Tianyi, et al.. (2021). Class-Disentanglement and Applications in Adversarial Detection and Defense. Neural Information Processing Systems. 34. 9 indexed citations
15.
Zhou, Tianyi, Shengjie Wang, & Jeffrey A. Bilmes. (2020). Curriculum Learning by Dynamic Instance Hardness. Neural Information Processing Systems. 33. 8602–8613. 29 indexed citations
16.
Jin, Yan, et al.. (2018). MicroRNA-206 Downregulates Connexin43 in Cardiomyocytes to Induce Cardiac Arrhythmias in a Transgenic Mouse Model. Heart Lung and Circulation. 28(11). 1755–1761. 23 indexed citations
17.
Zhou, Tianyi & Jeff Bilmes. (2018). Minimax Curriculum Learning: Machine Teaching with Desirable Difficulties and Scheduled Diversity. International Conference on Learning Representations. 12 indexed citations
18.
Zhou, Tianyi, Hua Ouyang, Jeff Bilmes, Yi Chang, & Carlos Guestrin. (2016). Scaling Submodular Maximization via Pruned Submodularity Graphs. International Conference on Artificial Intelligence and Statistics. 316–324. 1 indexed citations
19.
Zhou, Tianyi & Dacheng Tao. (2013). Greedy Bilateral Sketch, Completion & Smoothing. International Conference on Artificial Intelligence and Statistics. 650–658. 34 indexed citations
20.
Zhou, Tianyi & Dacheng Tao. (2012). Bilateral random projections. 1286–1290. 58 indexed citations

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.

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