Kyuyeon Hwang

1.9k total citations · 1 hit paper
14 papers, 900 citations indexed

About

Kyuyeon Hwang is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Signal Processing. According to data from OpenAlex, Kyuyeon Hwang has authored 14 papers receiving a total of 900 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Artificial Intelligence, 6 papers in Computer Vision and Pattern Recognition and 4 papers in Signal Processing. Recurrent topics in Kyuyeon Hwang's work include Neural Networks and Applications (7 papers), Speech Recognition and Synthesis (5 papers) and Advanced Neural Network Applications (5 papers). Kyuyeon Hwang is often cited by papers focused on Neural Networks and Applications (7 papers), Speech Recognition and Synthesis (5 papers) and Advanced Neural Network Applications (5 papers). Kyuyeon Hwang collaborates with scholars based in South Korea, United States and Ethiopia. Kyuyeon Hwang's co-authors include Wonyong Sung, Sajid Anwar, Sungho Shin, Sung‐Wook Choi, Jin-Hwan Park, Min Jae Lee, Ozlem Kalinli, Hema Swetha Koppula, Oncel Tuzel and Ashish Shrivastava and has published in prestigious journals such as IEEE Transactions on Signal Processing, IEEE Signal Processing Magazine and ACM Journal on Emerging Technologies in Computing Systems.

In The Last Decade

Kyuyeon Hwang

14 papers receiving 872 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.

Structured Pruning of Deep Convolutional Neural Networks

2017 423 citations Sajid Anwar, Kyuyeon Hwang et al. ACM Journal on Emerging Technologies in Computing Systems profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Kyuyeon Hwang South Korea	10	563	549	208	80	74	14	900
Ruihao Gong China	14	751 1.3×	666 1.2×	257 1.2×	54 0.7×	79 1.1×	34	1.2k
Itay Hubara Israel	7	515 0.9×	450 0.8×	226 1.1×	36 0.5×	41 0.6×	10	791
Xinyu Niu United Kingdom	18	344 0.6×	250 0.5×	288 1.4×	139 1.7×	80 1.1×	71	818
Suyog Gupta United States	8	456 0.8×	426 0.8×	270 1.3×	110 1.4×	106 1.4×	8	835
Boxun Li China	11	973 1.7×	491 0.9×	689 3.3×	170 2.1×	66 0.9×	17	1.4k
Yingyan Lin United States	19	522 0.9×	472 0.9×	393 1.9×	141 1.8×	187 2.5×	81	1.1k
Bert Moons Belgium	12	438 0.8×	296 0.5×	780 3.8×	152 1.9×	117 1.6×	18	1.1k
Yiming Hu China	9	399 0.7×	292 0.5×	268 1.3×	114 1.4×	46 0.6×	24	651
Yizeng Han China	12	559 1.0×	361 0.7×	141 0.7×	13 0.2×	53 0.7×	22	1.0k
Jinmook Lee South Korea	15	711 1.3×	383 0.7×	830 4.0×	146 1.8×	101 1.4×	25	1.2k

Countries citing papers authored by Kyuyeon Hwang

Since Specialization

Citations

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

Fields of papers citing papers by Kyuyeon Hwang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Kyuyeon Hwang

This figure shows the co-authorship network connecting the top 25 collaborators of Kyuyeon Hwang. A scholar is included among the top collaborators of Kyuyeon Hwang 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 Kyuyeon Hwang. Kyuyeon Hwang 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:

14 of 14 papers shown

1.

Shrivastava, Ashish, et al.. (2021). SapAugment: Learning A Sample Adaptive Policy for Data Augmentation. 4040–4044. 14 indexed citations

2.

Marchi, Erik, Stephen Shum, Kyuyeon Hwang, et al.. (2018). Generalised Discriminative Transform via Curriculum Learning for Speaker Recognition. abs 1606 6864. 5324–5328. 9 indexed citations

3.

Anwar, Sajid, Kyuyeon Hwang, & Wonyong Sung. (2017). Structured Pruning of Deep Convolutional Neural Networks. ACM Journal on Emerging Technologies in Computing Systems. 13(3). 1–18. 423 indexed citations breakdown →

4.

Hwang, Kyuyeon & Wonyong Sung. (2016). Sequence to sequence training of CTC-RNNs with partial windowing. International Conference on Machine Learning. 2178–2187. 9 indexed citations

5.

Hwang, Kyuyeon, et al.. (2016). FPGA-Based Low-Power Speech Recognition with Recurrent Neural Networks. 230–235. 57 indexed citations

6.

Shin, Sungho, Kyuyeon Hwang, & Wonyong Sung. (2016). Fixed-point performance analysis of recurrent neural networks. 976–980. 47 indexed citations

7.

Anwar, Sajid, Kyuyeon Hwang, & Wonyong Sung. (2016). Learning separable fixed-point kernels for deep convolutional neural networks. 1409. 1065–1069. 1 indexed citations

8.

Anwar, Sajid, Kyuyeon Hwang, & Wonyong Sung. (2015). Fixed point optimization of deep convolutional neural networks for object recognition. 1131–1135. 144 indexed citations

9.

Shin, Sungho, Kyuyeon Hwang, & Wonyong Sung. (2015). ICASSP 2016. IEEE Signal Processing Magazine. 32(4). 158–158. 2 indexed citations

10.

Hwang, Kyuyeon & Wonyong Sung. (2014). Fixed-point feedforward deep neural network design using weights +1, 0, and −1. Zenodo (CERN European Organization for Nuclear Research). 1–6. 132 indexed citations

11.

Lee, Min Jae, Kyuyeon Hwang, & Wonyong Sung. (2014). Fault tolerance analysis of digital feed-forward deep neural networks. 5031–5035. 18 indexed citations

12.

Hwang, Kyuyeon, et al.. (2014). X1000 real-time phoneme recognition VLSI using feed-forward deep neural networks. 7510–7514. 24 indexed citations

13.

Hwang, Kyuyeon & Wonyong Sung. (2012). Load Balanced Resampling for Real-Time Particle Filtering on Graphics Processing Units. IEEE Transactions on Signal Processing. 61(2). 411–419. 19 indexed citations

14.

Choi, Hyojin, Kyuyeon Hwang, Jae-Woo Ahn, & Wonyong Sung. (2012). A simulation-based study for DRAM power reduction strategies in GPGPUs. 1343–1346. 1 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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