Jianpeng Cheng

2.7k total citations · 1 hit paper
15 papers, 881 citations indexed

About

Jianpeng Cheng is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Jianpeng Cheng has authored 15 papers receiving a total of 881 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 2 papers in Information Systems. Recurrent topics in Jianpeng Cheng's work include Natural Language Processing Techniques (12 papers), Topic Modeling (11 papers) and Multimodal Machine Learning Applications (4 papers). Jianpeng Cheng is often cited by papers focused on Natural Language Processing Techniques (12 papers), Topic Modeling (11 papers) and Multimodal Machine Learning Applications (4 papers). Jianpeng Cheng collaborates with scholars based in United Kingdom, China and United States. Jianpeng Cheng's co-authors include Mirella Lapata, Li Dong, Xingxing Zhang, Dimitri Kartsaklis, Zhongyuan Wang, Ji-Rong Wen, Vijay Saraswat, Siva Reddy, Jun Yan and Zheng Chen and has published in prestigious journals such as The International Journal of Advanced Manufacturing Technology, Computational Linguistics and Optik.

In The Last Decade

Jianpeng Cheng

14 papers receiving 839 citations

Hit Papers

align trajectories 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 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.

Long Short-Term Memory-Networks for Machine Reading

2016 664 citations Jianpeng Cheng, Li Dong et al. Edinburgh Research Explorer (University of Edinburgh) profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Jianpeng Cheng United Kingdom	9	612	247	88	64	46	15	881
Joshua Ainslie United States	8	497 0.8×	212 0.9×	62 0.7×	58 0.9×	55 1.2×	15	776
Zhixiang Xu China	10	457 0.7×	245 1.0×	52 0.6×	49 0.8×	51 1.1×	30	693
Felix Wu United States	13	900 1.5×	396 1.6×	76 0.9×	87 1.4×	31 0.7×	19	1.1k
Boonserm Kijsirikul Thailand	16	376 0.6×	258 1.0×	64 0.7×	74 1.2×	42 0.9×	85	764
Hanrui Wu China	21	674 1.1×	373 1.5×	121 1.4×	57 0.9×	38 0.8×	45	922
Dara Bahri United States	9	344 0.6×	207 0.8×	62 0.7×	63 1.0×	49 1.1×	15	629
Rafael M. Martins Sweden	13	421 0.7×	483 2.0×	55 0.6×	87 1.4×	34 0.7×	39	925
Feihu Zhang China	11	275 0.4×	403 1.6×	72 0.8×	41 0.6×	47 1.0×	18	843
Yidong Chen China	16	501 0.8×	274 1.1×	54 0.6×	28 0.4×	40 0.9×	99	899

Countries citing papers authored by Jianpeng Cheng

Since Specialization

Citations

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

Fields of papers citing papers by Jianpeng Cheng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jianpeng Cheng

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

15 of 15 papers shown

Cheng, Jianpeng, et al.. (2024). LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues. 56–74. 1 indexed citations

Cheng, Jianpeng, et al.. (2024). Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries. 96–111.

Cheng, Jianpeng, et al.. (2022). Multi-line laser structured light fast visual positioning system with assist of TOF and CAD. Optik. 269. 169923–169923. 9 indexed citations

Cheng, Jianpeng, et al.. (2022). Rapid detection of weld contour based on compound vision of projection structured light and shape from shading. The International Journal of Advanced Manufacturing Technology. 119(5-6). 4057–4072. 6 indexed citations

Cheng, Jianpeng, Hėctor Martínez Alonso, Shruti Bhargava Choubey, et al.. (2020). Conversational Semantic Parsing for Dialog State Tracking. 8107–8117. 24 indexed citations

Tseng, Bo-Hsiang, et al.. (2020). A Generative Model for Joint Natural Language Understanding and Generation. 1795–1807. 13 indexed citations

Li, Bowen, Jianpeng Cheng, Yang Liu, & Frank Keller. (2019). Dependency Grammar Induction with a Neural Variational Transition-Based Parser. Proceedings of the AAAI Conference on Artificial Intelligence. 33(1). 6658–6665. 8 indexed citations

Cheng, Jianpeng & Mirella Lapata. (2018). Weakly-Supervised Neural Semantic Parsing with a Generative Ranker. 8 indexed citations

Cheng, Jianpeng, Siva Reddy, Vijay Saraswat, & Mirella Lapata. (2018). Learning an Executable Neural Semantic Parser. Computational Linguistics. 45(1). 59–94. 26 indexed citations

10.

Zhang, Xingxing, Jianpeng Cheng, & Mirella Lapata. (2017). Dependency Parsing as Head Selection. 665–676. 51 indexed citations

11.

Cheng, Jianpeng, Adam Lopez, & Mirella Lapata. (2017). A Generative Parser with a Discriminative Recognition Algorithm. Edinburgh Research Explorer. 118–124. 3 indexed citations

12.

Cheng, Jianpeng, Li Dong, & Mirella Lapata. (2016). Long Short-Term Memory-Networks for Machine Reading. Edinburgh Research Explorer (University of Edinburgh). 551–561. 664 indexed citations breakdown →

13.

Wang, Zhongyuan, Jianpeng Cheng, Haixun Wang, & Ji-Rong Wen. (2016). Short Text Understanding: A Survey. 53(2). 262. 6 indexed citations

14.

Cheng, Jianpeng, Zhongyuan Wang, Ji-Rong Wen, Jun Yan, & Zheng Chen. (2015). Contextual Text Understanding in Distributional Semantic Space. 133–142. 32 indexed citations

15.

Cheng, Jianpeng & Dimitri Kartsaklis. (2015). Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning. 1531–1542. 30 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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