Meng Jiang

6.1k citations
131 papers · 3.6k · 3 hit papers · h-index 31

Impact in

Papers in

  • Artificial Intelligence 83
    • Topic Modeling 48
    • Advanced Graph Neural Networks 29
    • Natural Language Processing Techniques 26
    • Advanced Text Analysis Techniques 13
    • Text and Document Classification Technologies 9
  • Information Systems 31
    • Recommender Systems and Techniques 14
    • Spam and Phishing Detection 9
Co-authors
Shiqiang Yang (19 shared papers)Peng Cui (18 shared papers)Jiawei Han (12 shared papers)Christos Faloutsos (8 shared papers)Wenwu Zhu (5 shared papers)Tong Zhao (14 shared papers)Fei Wang (4 shared papers)Nitesh V. Chawla (19 shared papers)
Journals
IEEE Transactions on Knowledge and Data Engineering (9 papers)ACM Transactions on Knowledge Discovery from Data (4 papers)ACM Computing Surveys (2 papers)ACM Transactions on Intelligent Systems and Technology (2 papers)Knowledge and Information Systems (2 papers)
Partner nations
United StatesChinaHong Kong

In The Last Decade

Meng Jiang

116 papers receiving 3.5k citations

Meng Jiang's Hit Papers

Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks 2025 · 24 citations
240+1+3Years since publication50100150200
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

  • it has ≥500 total citations;
  • it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
  • it reaches the top citation threshold in at least one of its specific research topics.
  1. 2025 Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks
  2. 2022 ACM Computing Surveys
  3. 2021 Proceedings of the AAAI Conference on Artificial Intelligence

Peers

Meng Jiang
Comparison fields: 5 of 129
  • Artificial Intelligence 2.3k
  • Computational Mathematics 41
  • Information Systems 1.2k
  • Statistical and Nonlinear Physics 618
  • Computer Networks and Communications 572
Replace Chao Huang with:
Chao Huang China
Ziyu Guan China
Sang‐Wook Kim South Korea
Chuxu Zhang United States
Zhoujun Li China
Neil Yorke‐Smith Netherlands
Yankai Lin China
Antonio Hernando Spain
K. Selçuk Candan United States
Yong Ge United States
Meng Jiang relative to Chao Huang China Chao Huang's profile →
Citations per field
00.5×20×40×60×81.5×
Chao Huang · 1×
Citations per year

Countries citing papers authored by Meng Jiang

Since Specialization
Citations

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

Fields of papers citing papers by Meng Jiang

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Meng Jiang, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Meng Jiang Line = papers co-authored together Meng Jiang links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 131 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Data Augmentation for Graph Neural Networks
Proceedings of the AAAI Conference on Artificial Intelligence ·Tong Zhao, Yozen Liu, Leonardo Neves, Oliver J. Woodford, Meng Jiang, Neil Shah
Hit paper breakdown →		2021222
2
Social contextual recommendation
Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Meng Jiang, Peng Cui, Rui Liu, Qiang Yang, Fei Wang, Wenwu Zhu, Shiqiang Yang
2012190
3
Automated Phrase Mining from Massive Text Corpora
IEEE Transactions on Knowledge and Data Engineering ·Jingbo Shang, Jialu Liu, Meng Jiang, Xiang Ren, Clare R. Voss, Jiawei Han
2018188
4
Mining topic-level influence in heterogeneous networks
Lu Liu, Jie Tang, Jiawei Han, Meng Jiang, Shiqiang Yang
2010172
5
A Survey of Knowledge-enhanced Text Generation
ACM Computing Surveys ·Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, Meng Jiang
Hit paper breakdown →		2022143
6
Artificial intelligence based smart energy community management: A reinforcement learning approach
CSEE Journal of Power and Energy Systems ·Suyang Zhou, Zijian Hu, Wei Gu, Meng Jiang, Xiaoping Zhang
2019141
7
Scalable Recommendation with Social Contextual Information
IEEE Transactions on Knowledge and Data Engineering ·Meng Jiang, Peng Cui, Fei Wang, Wenwu Zhu, Shiqiang Yang
2014128
8
Few-Shot Knowledge Graph Completion
Proceedings of the AAAI Conference on Artificial Intelligence ·Chuxu Zhang, Huaxiu Yao, Chao Huang, Meng Jiang, Zhenhui Li, Nitesh V. Chawla
2020126
9
Graph Few-Shot Learning via Knowledge Transfer
Proceedings of the AAAI Conference on Artificial Intelligence ·Huaxiu Yao, Chuxu Zhang, Ying Wei, Meng Jiang, Suhang Wang, Junzhou Huang, Nitesh V. Chawla, Zhenhui Li
2020113
10
A Survey on Data-driven Network Intrusion Detection
ACM Computing Surveys ·Dylan Chou, Meng Jiang
2021112
11
Combined heat and power system intelligent economic dispatch: A deep reinforcement learning approach
International Journal of Electrical Power & Energy Systems ·Suyang Zhou, Zijian Hu, Wei Gu, Meng Jiang, Meng Chen, Qiteng Hong, Campbell Booth
2020111
12
CatchSync
Meng Jiang, Peng Cui, Alex Beutel, Christos Faloutsos, Shiqiang Yang
2014108
13
Social Recommendation with Cross-Domain Transferable Knowledge
IEEE Transactions on Knowledge and Data Engineering ·Meng Jiang, Peng Cui, Xumin Chen, Fei Wang, Wenwu Zhu, Shiqiang Yang
201594
14
Suspicious Behavior Detection: Current Trends and Future Directions
IEEE Intelligent Systems ·Meng Jiang, Peng Cui, Christos Faloutsos
201691
15
Traceability Transformed: Generating More Accurate Links with Pre-Trained BERT Models
Jinfeng Lin, Yalin Liu, Qingkai Zeng, Meng Jiang, Jane Cleland‐Huang
202181
16
Enhancing Factual Consistency of Abstractive Summarization
Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang
202178
17
Social recommendation across multiple relational domains
Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Meng Jiang, Peng Cui, Fei Wang, Qiang Yang, Wenwu Zhu, Shiqiang Yang
201265
18
Large-Scale Embedding Learning in Heterogeneous Event Data
Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Jiawei Han
201661
19
Embedding Learning with Events in Heterogeneous Information Networks
IEEE Transactions on Knowledge and Data Engineering ·Huan Gui, Jialu Liu, Fangbo Tao, Meng Jiang, Brandon Norick, Lance Kaplan, Jiawei Han
201757
20
A General Suspiciousness Metric for Dense Blocks in Multimodal Data
Meng Jiang, Alex Beutel, Peng Cui, Bryan Hooi, Shiqiang Yang, Christos Faloutsos
201554

About Meng Jiang

Meng Jiang is a scholar working on Artificial Intelligence, Information Systems, Statistical and Nonlinear Physics, Computer Networks and Communications and Molecular Biology, having authored 131 papers that have together received 3.6k indexed citations. Recurring topics across this work include Topic Modeling (48 papers), Advanced Graph Neural Networks (29 papers), Natural Language Processing Techniques (26 papers), Complex Network Analysis Techniques (23 papers), Recommender Systems and Techniques (14 papers), Advanced Text Analysis Techniques (13 papers), Text and Document Classification Technologies (9 papers) and Spam and Phishing Detection (9 papers). The work is most often cited by research in Artificial Intelligence (2.3k citations), Computational Mathematics (41 citations), Information Systems (1.2k citations), Statistical and Nonlinear Physics (618 citations) and Computer Networks and Communications (572 citations). Meng Jiang has collaborated with scholars based in United States, China and Hong Kong. Frequent co-authors include Shiqiang Yang, Peng Cui, Jiawei Han, Christos Faloutsos, Wenwu Zhu, Tong Zhao, Fei Wang, Nitesh V. Chawla, Alex Beutel and Dylan Chou. Their work appears in journals such as IEEE Transactions on Knowledge and Data Engineering, ACM Transactions on Knowledge Discovery from Data, ACM Computing Surveys, ACM Transactions on Intelligent Systems and Technology and Knowledge and Information Systems.

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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