Qingsong Wen

5.3k citations

108 papers · 2.1k indexed · 4 hit papers · h-index 21

Signal Processing top 1%
- Time Series Analysis and Forecasting 36
Artificial Intelligence top 2%
- Anomaly Detection Techniques and Applications 29
Management Science and Operations Research top 2%
- Stock Market Forecasting Methods 13
Computer Networks and Communications top 5%
- Network Security and Intrusion Detection 11
Building and Construction top 5%
- Traffic Prediction and Management Techniques 10
Electrical and Electronic Engineering
- Energy Load and Power Forecasting 14
- Advanced Wireless Communication Techniques 12
- PAPR reduction in OFDM 10

Co-authors: Tian Zhou Chaoli ZhangLiang SunJunchi Yan Ziqing Ma Weiqi Chen Yi Wang Xiaomin Song
Cited by: Signal Processing Artificial Intelligence Management Science and Operations Research
Journals: IEEE Transactions on Smart Grid (6 papers)Proceedings of the VLDB Endowment (4 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (4 papers)
Partner nations: United States China Hong Kong

In The Last Decade

Qingsong Wen

94 papers receiving 2.0k citations

Hit Papers

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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.

2024 IEEE Transactions on Pattern Analysis and Machine Intelligence
2024 IEEE Transactions on Pattern Analysis and Machine Intelligence
2023 DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detection
2023 Fraunhofer-Publica (Fraunhofer-Gesellschaft)

Peers

Countries citing papers authored by Qingsong Wen

Since Specialization

Citations

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

Fields of papers citing papers by Qingsong Wen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network

The 25 scholars most cited alongside Qingsong Wen, 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 Qingsong Wen Line = papers co-authored together Qingsong Wen links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	NetSafe: Exploring the Topological Safety of Multi-agent System Miao Yu,崔炳坤,義親和田,Almuth Hammer,Chunhua Yin,Agnieszka Cudnoch-Jędrzejewska,Kun Wang,Qingsong Wen,Yang Wang	2025	0
2	A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges Yibo Yan,Chris van Ligtenberg,Jianxiang He,Freddie H. Fu,Xiaolong Zheng,Josiah Dodds,Kun Wang,Shen Wang,Qingsong Wen,Xuming Hu	2025	2
3	LLM Agents for Education: Advances and Applications Alanna Schuh,Shen Wang,Jianhe Xie,Simrandeep Tiwana,Y.Y. Abu Ghalyun .,光博小野里,A. LEE,Xuming Hu,Jing Liang,Philip S. Yu,Qingsong Wen	2025	4
4	Debiasing Multimodal Large Language Models via Penalization of Language Priors Yifan Zhang,Laurence Weinberg,勝也永田,Qingsong Wen,Kong Fanbei,Wenjing Yang,Zhang Zhang,Liang Wang,Rong Jin	2025	0
5	Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey Yuxuan Liang,Haomin Wen,R. Chen,Ming Jin,Bin Yang,Flora D. Salim,Qingsong Wen,Shirui Pan,Gao Cong	2025	4
6	DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series IEEE Transactions on Knowledge and Data Engineering ·Zahra Zamanzadeh Darban,一生森永,Geoffrey I. Webb,Charų C. Aggarwal,Qingsong Wen,Shirui Pan,Mahsa Salehi	2025	4
7	A Survey on Deep Learning based Time Series Analysis with Frequency Transformation Kun Yi,Qi Zhang,Mohebbat Mohebi,(unknown),Shoujin Wang,Hui He,Guodong Long,Liang Hu,Qingsong Wen,Hui Xiong	2025	1
8	Brain Foundation Models: A survey on advancements in neural signal processing and brain discovery IEEE Signal Processing Magazine ·Xinliang Zhou,R. Z. Tseitlina,M.C. Sale,Kun Wang,Yi Ding,Ziyu Jia,Qingsong Wen	2025	2
9	Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting IEEE Transactions on Pattern Analysis and Machine Intelligence ·Ming Jin,善朗加藤田,Yuan-Fang Li,Pang Jun-fen,Tian Zhou,Flora D. Salim,Liang Zhao,Lingfei Wu,Qingsong Wen,Shirui Pan	2025	0
10	Cluster-Wide Task Slowdown Detection in Cloud System Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Riccardo Tirelli,Zitong Niu,Parisa Abedi Ilkhichi,Yuxuan Liang,Guansong Pang,Qingsong Wen,Shuiguang Deng	2024	0
11	DiffLoad: Uncertainty Quantification in Electrical Load Forecasting With the Diffusion Model IEEE Transactions on Power Systems ·Nga-Ping Lui,Qingsong Wen,Chaoli Zhang,Liang Sun,Yi Wang	2024	6
12	LogParser-LLM: Advancing Efficient Log Parsing with Large Language Models Aoxiao Zhong,Feiping Liu,Guiyang Liu,Ananda Alfinura,Qingda Lu,Qi Zhou,Jiesheng Wu,Quanzheng Li,Qingsong Wen	2024	8
13	AI for Education (AI4EDU): Advancing Personalized Education with LLM and Adaptive Learning Qingsong Wen,戴传发,Carles Sierra,Rose Luckin,Tracy A Strombom,Zitao Liu,Peng Cui,Jiliang Tang	2024	15
14	A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detectionbreakdown → IEEE Transactions on Pattern Analysis and Machine Intelligence ·Ming Jin,Huan Yee Koh,Qingsong Wen,Daniele Zambon,Cesare Alippi,Geoffrey I. Webb,Irwin King,Shirui Pan	2024	139
15	RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models Jenő Hunyady,Anna Schandl,Zitong Niu,Aoxiao Zhong,Jihong Wang,Fugui Yin,Parisa Abedi Ilkhichi,DAMAR KRISTIYANTO,Qingsong Wen	2024	12
16	Deciding When to Use a Personalized Model for Load Forecasting IEEE Transactions on Smart Grid ·Hina Nakagawa,Qingsong Wen,Zhiqiang Zhou,Liang Sun,Yi Wang	2024	5
17	Detection and time–frequency analysis of multiple plant-wide oscillations using adaptive multivariate intrinsic chirp component decomposition Control Engineering Practice ·H.J. Oh,Qingsong Wen,俊太郎渡辺,Xun Lang,Тибилова Залина Федоровна,Lei Xie,Hongye Su	2023	1
18	DCdetector: Dual Attention Contrastive Representation Learning for Time Series Anomaly Detectionbreakdown → Yiyuan Yang,Chaoli Zhang,Tian Zhou,Qingsong Wen,Liang Sun	2023	101
19	Personalized Federated DARTS for Electricity Load Forecasting of Individual Buildings IEEE Transactions on Smart Grid ·Hina Nakagawa,N Solis,Qingsong Wen,Raafat M. Mohammed,Liang Sun,Yi Wang	2023	24
20	DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Haomin Wen,Youfang Lin,R. Chen,Huaiyu Wan,Qingsong Wen,Roger Zimmermann,Yuxuan Liang	2023	50

About Qingsong Wen

Qingsong Wen is a scholar working on Signal Processing, Management Science and Operations Research, Artificial Intelligence, Computer Networks and Communications and Building and Construction, having authored 108 papers that have together received 2.1k indexed citations. Recurring topics across this work include Time Series Analysis and Forecasting (36 papers), Anomaly Detection Techniques and Applications (29 papers), Energy Load and Power Forecasting (14 papers), Stock Market Forecasting Methods (13 papers), Advanced Wireless Communication Techniques (12 papers), Network Security and Intrusion Detection (11 papers), Traffic Prediction and Management Techniques (10 papers) and PAPR reduction in OFDM (10 papers). The work is most often cited by research in Signal Processing (646 citations), Artificial Intelligence (825 citations), Management Science and Operations Research (291 citations), Computer Networks and Communications (421 citations) and Building and Construction (200 citations). Qingsong Wen has collaborated with scholars based in United States, China and Hong Kong. Frequent co-authors include Tian Zhou, Chaoli Zhang, Liang Sun, Liang Sun, Junchi Yan, Ziqing Ma, Weiqi Chen, Yi Wang, Xiaomin Song and Jingkun Gao. Their work appears in journals such as IEEE Transactions on Smart Grid, Proceedings of the VLDB Endowment, IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Knowledge and Data Engineering and IEEE Transactions on Power 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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