Chulin Xie

1.0k total citations · 1 hit paper
12 papers, 402 citations indexed

About

Chulin Xie is a scholar working on Artificial Intelligence, Sociology and Political Science and Information Systems. According to data from OpenAlex, Chulin Xie has authored 12 papers receiving a total of 402 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Artificial Intelligence, 2 papers in Sociology and Political Science and 1 paper in Information Systems. Recurrent topics in Chulin Xie's work include Privacy-Preserving Technologies in Data (7 papers), Stochastic Gradient Optimization Techniques (3 papers) and Cryptography and Data Security (2 papers). Chulin Xie is often cited by papers focused on Privacy-Preserving Technologies in Data (7 papers), Stochastic Gradient Optimization Techniques (3 papers) and Cryptography and Data Security (2 papers). Chulin Xie collaborates with scholars based in United States, China and Singapore. Chulin Xie's co-authors include Bo Li, Pin‐Yu Chen, Aleksander Mądry, Xinyun Chen, Micah Goldblum, Dawn Song, Tom Goldstein, Dimitris Tsipras, Avi Schwarzschild and Hao Yang and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Proceedings of the VLDB Endowment and University of Birmingham Research Portal (University of Birmingham).

In The Last Decade

Chulin Xie

12 papers receiving 394 citations

Hit Papers

align trajectories

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.

Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses

2022 134 citations Micah Goldblum, Dimitris Tsipras et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Chulin Xie United States	7	292	54	50	50	49	12	402
David Eppstein Chile	4	71 0.2×	41 0.8×	37 0.7×	26 0.5×	23 0.5×	5	311
Ge Song China	8	155 0.5×	22 0.4×	65 1.3×	30 0.6×	13 0.3×	20	247
Shenghui Cheng China	7	45 0.2×	22 0.4×	134 2.7×	26 0.5×	15 0.3×	24	223
Anit Kumar Sahu United States	9	240 0.8×	81 1.5×	39 0.8×	16 0.3×	29 0.6×	28	309
Manzil Zaheer United States	10	340 1.2×	30 0.6×	82 1.6×	15 0.3×	14 0.3×	23	397
Louis Feng United States	7	72 0.2×	53 1.0×	176 3.5×	13 0.3×	90 1.8×	14	341
Rikio Onai Japan	7	90 0.3×	33 0.6×	97 1.9×	39 0.8×	14 0.3×	33	270
Juheon Yi South Korea	8	34 0.1×	78 1.4×	219 4.4×	51 1.0×	15 0.3×	15	307
Han Zhou China	8	158 0.5×	21 0.4×	130 2.6×	3 0.1×	66 1.3×	9	303

Countries citing papers authored by Chulin Xie

Since Specialization

Citations

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

Fields of papers citing papers by Chulin Xie

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Chulin Xie

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

All Works

Sort: Min cites: Since: Top N: Style:

12 of 12 papers shown

1.

Jin, Bowen, Chulin Xie, Ruirui Li, et al.. (2024). Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs. 163–184. 12 indexed citations

2.

Xie, Chulin, De-An Huang, Daguang Xu, et al.. (2024). Perada: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees. 23838–23848. 6 indexed citations

3.

Li, Qinbin, Chulin Xie, Jeffrey Too Chuan Tan, et al.. (2024). LLM-PBE: Assessing Data Privacy in Large Language Models. Proceedings of the VLDB Endowment. 17(11). 3201–3214. 4 indexed citations

4.

Xie, Chulin, et al.. (2024). FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning. 23985–23994. 3 indexed citations

5.

Xie, Chulin, et al.. (2024). Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM. 443–471. 4 indexed citations

6.

Li, Bo, Zinan Lin, Xun Liu, et al.. (2024). RedCode: Risky Code Execution and Generation Benchmark for Code Agents. 106190–106236. 1 indexed citations

7.

Han, Shanshan, Zijian Hu, Lichao Sun, et al.. (2024). FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs. University of Birmingham Research Portal (University of Birmingham). 5070–5081. 11 indexed citations

8.

Xie, Chulin, Yunhui Long, Pin‐Yu Chen, et al.. (2023). Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks. 1511–1525. 6 indexed citations

9.

Goldblum, Micah, Dimitris Tsipras, Chulin Xie, et al.. (2022). Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(2). 1563–1580. 134 indexed citations breakdown →

10.

Xie, Chulin, et al.. (2021). Style-based Point Generator with Adversarial Rendering for Point Cloud Completion. 4617–4626. 52 indexed citations

11.

Xie, Chulin, et al.. (2020). DBA: Distributed Backdoor Attacks against Federated Learning. International Conference on Learning Representations. 159 indexed citations

12.

Yan, Xinping, et al.. (2019). Zhejiang University at ImageCLEF 2019 Visual Question Answering in the Medical Domain.. CLEF (Working Notes). 10 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.

Explore authors with similar magnitude of impact