Heng Qi

3.6k total citations · 1 hit paper
155 papers, 2.4k citations indexed

About

Heng Qi is a scholar working on Computer Networks and Communications, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Heng Qi has authored 155 papers receiving a total of 2.4k indexed citations (citations by other indexed papers that have themselves been cited), including 78 papers in Computer Networks and Communications, 46 papers in Information Systems and 35 papers in Computer Vision and Pattern Recognition. Recurrent topics in Heng Qi's work include Software-Defined Networks and 5G (42 papers), Cloud Computing and Resource Management (33 papers) and Advanced Image and Video Retrieval Techniques (23 papers). Heng Qi is often cited by papers focused on Software-Defined Networks and 5G (42 papers), Cloud Computing and Resource Management (33 papers) and Advanced Image and Video Retrieval Techniques (23 papers). Heng Qi collaborates with scholars based in China, Hong Kong and United States. Heng Qi's co-authors include Keqiu Li, Yanming Shen, Baocai Yin, Wenyu Qu, Zhiyang Li, Peng Xiao, Xin Xie, Xueyan Yin, Xiulong Liu and Xiaoyi Tao and has published in prestigious journals such as IEEE Transactions on Image Processing, Expert Systems with Applications and IEEE Access.

In The Last Decade

Heng Qi

147 papers receiving 2.3k 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.

Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions

2022 291 citations Yanming Shen, Heng Qi et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Heng Qi China	25	1.0k	555	501	483	481	155	2.4k
Kun Xie China	29	1.1k 1.1×	793 1.4×	812 1.6×	214 0.4×	522 1.1×	143	2.7k
Djamel Djenouri Algeria	30	1.7k 1.7×	523 0.9×	994 2.0×	258 0.5×	297 0.6×	121	2.7k
Muhammad Zakarya Pakistan	22	843 0.8×	436 0.8×	247 0.5×	622 1.3×	265 0.6×	72	1.9k
Degan Zhang China	29	1.8k 1.7×	391 0.7×	1.3k 2.6×	172 0.4×	351 0.7×	59	2.9k
Dingde Jiang China	34	2.0k 1.9×	637 1.1×	1.3k 2.7×	244 0.5×	297 0.6×	148	3.5k
Dafang Zhang China	25	798 0.8×	585 1.1×	329 0.7×	350 0.7×	498 1.0×	127	2.1k
Degan Zhang China	32	2.4k 2.3×	473 0.9×	1.4k 2.8×	312 0.6×	232 0.5×	76	3.4k
Bomin Mao Japan	28	2.4k 2.3×	1.0k 1.8×	2.3k 4.6×	309 0.6×	213 0.4×	66	4.5k
Xiaoying Gan China	24	1.1k 1.0×	377 0.7×	812 1.6×	221 0.5×	193 0.4×	152	2.0k
Chaoyun Zhang China	16	894 0.9×	779 1.4×	963 1.9×	151 0.3×	209 0.4×	40	2.2k

Countries citing papers authored by Heng Qi

Since Specialization

Citations

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

Fields of papers citing papers by Heng Qi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Heng Qi

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

20 of 20 papers shown

1.

Shi, Peicheng, et al.. (2025). Research Progress on Multi-Modal Fusion Object Detection Algorithms for Autonomous Driving: A Review. Computers, materials & continua/Computers, materials & continua (Print). 83(3). 3877–3917.

2.

Wang, Junxiao, et al.. (2025). Federated Learning with complete service commitment of data heterogeneity. Knowledge-Based Systems. 310. 112937–112937. 2 indexed citations

3.

Liu, Lingbo, et al.. (2025). MDPM: Modulating domain-specific prompt memory for multi-domain traffic flow prediction with transformers. Knowledge-Based Systems. 325. 113881–113881.

4.

Qi, Heng, et al.. (2024). Simultaneously segmenting and classifying cell nuclei by using multi-task learning in multiplex immunohistochemical tissue microarray sections. Biomedical Signal Processing and Control. 93. 106143–106143. 1 indexed citations

5.

Wang, Pengfei, Guangjie Han, Ruiyun Yu, et al.. (2024). Decentralized Navigation With Heterogeneous Federated Reinforcement Learning for UAV-Enabled Mobile Edge Computing. IEEE Transactions on Mobile Computing. 23(12). 13621–13638. 11 indexed citations

6.

Heiligenstein, Xavier, Michael Wagner, Johanna L. Höög, et al.. (2024). Automated segmentation of cell organelles in volume electron microscopy using deep learning. Microscopy Research and Technique. 87(8). 1718–1732. 10 indexed citations

7.

Wang, Junxiao, et al.. (2024). Exploring Amplified Heterogeneity Arising From Heavy-Tailed Distributions in Federated Learning. IEEE Transactions on Mobile Computing. 23(12). 11519–11534. 3 indexed citations

8.

Tang, Kewei, et al.. (2024). Adaptive feature alignment network with noise suppression for cross-domain object detection. Neurocomputing. 614. 128789–128789. 1 indexed citations

9.

Yu, Zhizhi, et al.. (2023). KGTrust: Evaluating Trustworthiness of SIoT via Knowledge Enhanced Graph Neural Networks. 727–736. 12 indexed citations

10.

Yuan, Xu, et al.. (2020). Endpoint-Flexible Coflow Scheduling Across Geo-Distributed Datacenters. IEEE Transactions on Parallel and Distributed Systems. 31(10). 2466–2481. 11 indexed citations

11.

Li, Keqiu, et al.. (2020). Scheduling Mix-Coflows in Datacenter Networks. IEEE Transactions on Network and Service Management. 18(2). 2002–2015. 7 indexed citations

12.

Li, Keqiu, et al.. (2020). Efficient Online Scheduling for Coflow-Aware Machine Learning Clusters. IEEE Transactions on Cloud Computing. 10(4). 2564–2579. 11 indexed citations

13.

Li, Wenxin, et al.. (2020). Trading Cost and Throughput in Geo-Distributed Analytics With A Two Time Scale Approach. IEEE Transactions on Cloud Computing. 10(3). 2163–2177. 5 indexed citations

14.

Qi, Heng, et al.. (2019). FlowTracer: An Effective Flow Trajectory Detection Solution Based on Probabilistic Packet Tagging in SDN-Enabled Networks. IEEE Transactions on Network and Service Management. 16(4). 1884–1898. 7 indexed citations

15.

Zhang, Wanqian, et al.. (2019). A Framework for Resource-aware Online Traffic Classification Using CNN. 1–6. 9 indexed citations

16.

Qi, Heng, et al.. (2018). A decision‐making solution for cloud storage system. Concurrency and Computation Practice and Experience. 30(20). 2 indexed citations

17.

Liu, Jing, et al.. (2016). Robust subspace segmentation via nonconvex low rank representation. Information Sciences. 340-341. 144–158. 18 indexed citations

18.

Qi, Heng. (2010). The Planning of Container Multimodal Transport Freight Station Based on Fuzzy Cluster Analysis. 1 indexed citations

19.

Qi, Heng. (2006). Building Message Communication Platform Based ADAPTIVE Communication Environment. 1 indexed citations

20.

Qi, Heng. (2003). Leaf characteristics-based computer-aided plant identification model. Zhejiang Linxueyuan xuebao. 5 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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