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Guansong Pang

singapore management university

36H-index
228Paper Count
5.9KCitation Count
Published Papers 32
Publication Date
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HVI-CIDNet+: Beyond Extreme Darkness for Low-Light Image Enhancement
errIEEE Transactions on Circuits and Systems for Video Technology
IF11.1
err2026-07-06
err0
PREAI
errKangbiao Shi; Xiaowen Ma; Yixu Feng; Tao Hu; Peng Wu; Guansong Pang; Qingsen Yan
errShare
errSave
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark
errInternational Journal of Computer Vision
IF9.3
err2026-04-18
err0
PREAI
errJiangning Zhang; Chengjie Wang; Xiangtai Li; Guanzhong Tian; Zhucun Xue; Yong Liu; Guansong Pang; Dacheng Tao
errShare
errSave
PLM-effector: unleashing the potential of protein language models for bacterial secreted protein prediction
errBriefings in Bioinformatics
IF7.7
err2026-04-06
err0
errOAAI
errDandan Zheng; Lihong Chen; Guansong Pang; Jian Yang
errShare
errSave
Attention-driven pseudo-label self-training for weakly supervised video anomaly detection
errPattern Recognition
IF7.6
err2026-02-28
err0
PREAI
errZhiwei Yang; Jing Liu; Guansong Pang; Peng Wu; Zhaoyang Wu
errShare
errSave
Single-frame supervision for temporal video anomaly grounding
errNEUROCOMPUTING
IF6.5
err2026-01-21
err0
PREAI
errLong, Yuzhou; Wu, Peng; Yan, Yuting; Pang, Guansong; Wang, Peng; Zhang, Yanning
errShare
errSave
Deep Learning for Video Anomaly Detection: A Review
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2026-01-05
err0
PREAI
errPeng Wu; Chengyu Pan; Yuting Yan; Guansong Pang; Qingsen Yan; Peng Wang; Yanning Zhang
errShare
errSave
Deep Graph Anomaly Detection: A Survey and New Perspectives
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2025-09-01
err0
errOAAI
errHezhe Qiao; Hanghang Tong; Bo An; Irwin King; Charu Aggarwal; Guansong Pang
errShare
errSave
CoLeCLIP: Open-Domain Continual Learning via Joint Task Prompt and Vocabulary Learning
errIEEE Transactions on Neural Networks and Learning Systems
IF8.9
err2025-08-01
err0
errOAAI
errYukun Li; Guansong Pang; Wei Suo; Chenchen Jing; Yuling Xi; Lingqiao Liu; Hao Chen; Guoqiang Liang; Peng Wang
errShare
errSave
What Are Anomalies in a Network?
errACM Transactions on Knowledge Discovery from Data
IF4.8
err2025-07-21
err0
PREAI
errKai Ming Ting; Zhong Zhuang; Guansong Pang; Zongyou Liu; Tianrun Liang; Qiuran Zhao
errShare
errSave
OpenCIL: Benchmarking out-of-distribution detection in class incremental learning
errPattern Recognition
IF7.6
err2025-07-20
err0
PREAI
errWenjun Miao; Guansong Pang; Trong-Tung Nguyen; Ruohuan Fang; Jin Zheng; Xiao Bai
errShare
errSave
Harnessing collective structure knowledge in data augmentation for graph neural networks
errNEURAL NETWORKS
IF6.3
err2024-12-01
err0
errOAAI
errMa, Rongrong; Pang, Guansong; Chen, Ling
errShare
errSave
Calibrated One-Class Classification for Unsupervised Time Series Anomaly Detection
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-11-01
err6
errOAAI
errXu, Hongzuo; Wang, Yijie; Jian, Songlei; Liao, Qing; Wang, Yongjun; Pang, Guansong
errShare
errSave
Deep learning for hate speech detection: a comparative study
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2024-10-22
err0
PREAI
errMalik, Jitendra Singh; Qiao, Hezhe; Pang, Guansong; van den Hengel, Anton
errShare
errSave
Affinity Uncertainty-Based Hard Negative Mining in Graph Contrastive Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-09-01
err2
errOAAI
errNiu, Chaoxi; Pang, Guansong; Chen, Ling
errShare
errSave
Learning adversarial semantic embeddings for zero-shot recognition in open worlds
errPATTERN RECOGNITION
IF7.6
err2024-05-01
err15
errOAAI
errLi, Tianqi; Pang, Guansong; Bai, Xiao; Zheng, Jin; Zhou, Lei; Ning, Xin
errShare
errSave
Deep Isolation Forest for Anomaly Detection
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2023-12-01
err78
errOAAI
errXu, Hongzuo; Pang, Guansong; Wang, Yijie; Wang, Yongjun
errShare
errSave
Self-supervised pseudo multi-class pre-training for unsupervised anomaly detection and segmentation in medical images
errMEDICAL IMAGE ANALYSIS
IF11.8
err2023-12-01
err9
errOAAI
errTian, Yu; Liu, Fengbei; Pang, Guansong; Chen, Yuanhong; Liu, Yuyuan; Verjans, Johan W.; Singh, Rajvinder; Carneiro, Gustavo
errShare
errSave
RoSAS: Deep semi-supervised anomaly detection with contamination-resilient continuous supervision
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2023-09-01
err14
errOAAI
errXu, Hongzuo; Wang, Yijie; Pang, Guansong; Jian, Songlei; Liu, Ning; Wang, Yongjun
errShare
errSave
MIRROR: Mining Implicit Relationships via Structure-Enhanced Graph Convolutional Networks
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-02-24
err3
errOAAI
errLiu, Jiaying; Xia, Feng; Ren, Jing; Xu, Bo; Pang, Guansong; Chi, Lianhua
errShare
errSave
Artificial Intelligence for Natural Disaster Management
errIEEE INTELLIGENT SYSTEMS
IF6.1
err2022-11-01
err5
errOAAI
errPang, Guansong
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
D
Dacheng Tao
H-index: 155 · Papers: 2.0K
C
Chunhua Shen
H-index: 124 · Papers: 850
C
Charų C. Aggarwal
H-index: 107 · Papers: 761
H
Huan Liu
H-index: 103 · Papers: 898
N
Nicu Sebe
H-index: 95 · Papers: 1.0K
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