Tianle Cai

45 total papers · 1.0k total citations
7 papers, 270 citations indexed

About

Tianle Cai is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Statistical and Nonlinear Physics. According to data from OpenAlex, Tianle Cai has authored 7 papers receiving a total of 270 indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Artificial Intelligence, 3 papers in Computer Vision and Pattern Recognition and 1 paper in Statistical and Nonlinear Physics. Recurrent topics in Tianle Cai's work include Advanced Graph Neural Networks (2 papers), Topic Modeling (2 papers) and Graph Theory and Algorithms (1 paper). Tianle Cai is often cited by papers focused on Advanced Graph Neural Networks (2 papers), Topic Modeling (2 papers) and Graph Theory and Algorithms (1 paper). Tianle Cai collaborates with scholars based in China, United States and United Kingdom. Tianle Cai's co-authors include Shengjie Luo, Shuxin Zheng, Tie‐Yan Liu, Di He, Guolin Ke, Chengxuan Ying, Yanming Shen, Junjie Bai, Yangqing Jia and Song Han and has published in prestigious journals such as Chaos An Interdisciplinary Journal of Nonlinear Science, arXiv (Cornell University) and Neural Information Processing Systems.

In The Last Decade

Tianle Cai

6 papers receiving 262 citations

Hit Papers

normalize citations (0→100%) normalize lifespan (0→100%) sort by overperformance

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 benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

Do Transformers Really Perform Badly for Graph Representation

2021 243 citations Chengxuan Ying, Tianle Cai et al. Neural Information Processing Systems profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Tianle Cai	153	71	52	44	39	7	270
Chengxuan Ying	140 0.9×	64 0.9×	50 1.0×	43 1.0×	38 1.0×	2	243
Chunjie Wang	173 1.1×	64 0.9×	49 0.9×	33 0.8×	27 0.7×	11	279
Johannes Klicpera	196 1.3×	50 0.7×	37 0.7×	47 1.1×	73 1.9×	9	279
Hyunsoo Kim	139 0.9×	78 1.1×	99 1.9×	49 1.1×	22 0.6×	17	328
Yiyang Gu	205 1.3×	80 1.1×	25 0.5×	20 0.5×	15 0.4×	15	310
Giorgos Bouritsas	149 1.0×	150 2.1×	22 0.4×	23 0.5×	15 0.4×	9	311
Song Bian	119 0.8×	75 1.1×	29 0.6×	18 0.4×	14 0.4×	4	206
Lingfan Yu	187 1.2×	113 1.6×	24 0.5×	21 0.5×	26 0.7×	6	314
Fabrizio Frasca	95 0.6×	48 0.7×	18 0.3×	20 0.5×	14 0.4×	5	135
Yuning You	141 0.9×	36 0.5×	37 0.7×	28 0.6×	15 0.4×	7	187

Countries citing papers authored by Tianle Cai

Since Specialization

Citations

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

Fields of papers citing papers by Tianle Cai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Tianle Cai

This figure shows the co-authorship network connecting the top 25 collaborators of Tianle Cai. A scholar is included among the top collaborators of Tianle Cai 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 Tianle Cai. Tianle Cai is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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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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