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H

Hong Peng

Lanzhou University

33H-index
264Paper Count
4.5KCitation Count
Published Papers 61
Publication Date
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Reducing Spatio-Temporal Redundancy for Efficient Long-Term Video Understanding via Prototype-Guided Memory-Augmented Large Multimodal Models
errIEEE Transactions on Circuits and Systems for Video Technology
IF11.1
err2026-10-14
err0
PREAI
errJisheng Dang; Liang Tan; Haijiang Li; Fan Wen; Bimei Wang; Yichu Liu; Hong Peng; Bin Hu; Qi Tian; Tat-Seng Chua
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errSave
A sparse reverse nearest neighbors discriminant analytic approach for major depressive disorder identification
errBiomedical Signal Processing and Control
IF4.9
err2026-07-09
err0
PREAI
errWencheng Gan; Daoguo Han; Jitao Zhong; Xiaowei Zhang; Shi Qiao; Lu Zhang; Yushan Wu; Bin Hu; Guangxu Ge; Hong Peng
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errSave
Multimodal graph fusion-based GCN for Alzheimer’s disease diagnosis using fMRI and T1-weighted MRI
errNeural Networks
IF6.3
err2026-02-19
err0
PREAI
errGuowei Wang; Tongtong Li; Qi Sun; Hong Peng; Taowen Ren; Yu Fu; Zhijun Yao; Bin Hu
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errSave
Graph-Enhanced Dual Low-Rank Correlation Embedding for Spatio-Temporal EEG Fusion in Depression Recognition
errNeural Networks
IF6.3
err2026-01-17
err0
PREAI
errLu Zhang; Jisheng Dang; Shu Zhang; Wencheng Gan; Juan Wang; Bin Hu; Gang Feng; Hong Peng
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errSave
Mechanical Properties of Dust; Pebbles; and Planetesimals Based on Johnson–Kendall–Roberts; Griffith; and Weibull Theories
errThe Astrophysical Journal
IF0
err2025-11-18
err0
errOAAI
errHiroshi Kimura; Takaya Okamoto; Takayuki Hirai; Fumi Yoshida; Peng K. Hong; Koji Wada; Tomoko Arai; Eiichiro Kokubo; Yuki Yoshida; Toshihiko Kadono; Sota Arakawa; Hiroki Senshu; Masanori Kobayashi; Ko Ishibashi; Manabu Yamada; Hiroshi Akitaya; Osamu Okudaira; Takafumi Matsui
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Tensile Strength of Dust; Pebbles; and Planetesimals: A Simple Mathematical Formula from Aggregates to Monoliths Based on an Extension of an Elastic Theory for Particle Assemblies to Molecular Networks
errThe Astrophysical Journal
IF0
err2025-11-05
err0
errOAAI
errHiroshi Kimura; Takayuki Hirai; Takaya Okamoto; Akiko M. Nakamura; Eiichiro Kokubo; Yuki Yoshida; Fumi Yoshida; Peng K. Hong; Koji Wada; Hiroki Senshu; Tomoko Arai; Sota Arakawa; Toshihiko Kadono; Masanori Kobayashi; Ko Ishibashi; Hiroshi Akitaya; Manabu Yamada; Osamu Okudaira; Takafumi Matsui
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errSave
Spatio-temporal fusion of fNIRS signals with multi-view structured sparse canonical correlation analysis for depression detection
errINFORMATION SCIENCES
IF6.8
err2025-11-01
err0
PREAI
errWu, Yushan; Zhong, Jitao; Yan, Siyao; Zhang, Shu; Zhang, Lu; Yao, Zhijun; Zhang, Xinyan; Wang, Juan; Chao, JinLong; Hu, Bin; Peng, Hong
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errSave
Fusing spatio-temporal information using supervised local low-rank correlation embedding for depression recognition
errNeurocomputing
IF6.5
err2025-08-21
err0
PREAI
errLu Zhang; Peng Xu; Zhijun Yao; Xinyan Zhang; Juan Wang; Bin Hu; Gang Feng; Hong Peng
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errSave
Exploring functional near-infrared spectroscopy and transfer learning for discriminating major depressive disorder and generalized anxiety disorder
errBiomedical Signal Processing and Control
IF4.9
err2025-07-11
err0
PREAI
errHele Liu; Jinzhou Zhu; Jitao Zhong; Shi Qiao; Lu Zhang; Jiangang Li; Bin Hu; Sujie Ma; Hong Peng
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errSave
Robust semi-supervised extraction of information using functional near-infrared spectroscopy for diagnosing depression
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2025-07-01
err0
PREAI
errQiao, Shi; Zhong, Jitao; Zhang, Lu; Liu, Hele; Li, Jiangang; Peng, Hong; Hu, Bin
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errSave
Soft fusion of channel information in depression detection using functional near-infrared spectroscopy
errINFORMATION PROCESSING & MANAGEMENT
IF6.9
err2025-05-01
err0
PREAI
errZhong, Jitao; Wu, Yushan; Liu, Hele; Chao, Jinlong; Hu, Bin; Ma, Sujie; Peng, Hong
errShare
errSave
Locality-constrained robust discriminant non-negative matrix factorization for depression detection: An fNIRS study
errNEUROCOMPUTING
IF6.5
err2025-02-01
err0
PREAI
errWu, Yushan; Zhong, Jitao; Zhang, Lu; Liu, Hele; Shao, Shuai; Hu, Bin; Peng, Hong
errShare
errSave
Sparse discriminant manifold projections for automatic depression recognition
errNEUROCOMPUTING
IF6.5
err2025-01-01
err1
PREAI
errZhang, Lu; Zhong, Jitao; Zhao, Qinglin; Qiao, Shi; Wu, Yushan; Hu, Bin; Ma, Sujie; Peng, Hong
errShare
errSave
FNIRS-Based Energy Landscape Analysis to Signify Brain Activity Dynamics of Individuals With Depression
errCNS NEUROSCIENCE & THERAPEUTICS
IF5
err2024-12-01
err0
errOAAI
errWu, Yushan; Qiao, Shi; Zhong, Jitao; Zhang, Lu; Wang, Juan; Hu, Bin; Peng, Hong
errShare
errSave
An enhanced consensus algorithm for blockchain
errSCIENTIFIC REPORTS
IF3.9
err2024-07-31
err2
errOAAI
errWei, Yinzhen; Xu, Qian; Peng, Hong
errShare
errSave
Robust sparse graph regularized nonnegative matrix factorization for automatic depression diagnosis
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2024-07-01
err2
PREAI
errZhang, Lu; Zhong, Jitao; Wang, Quanhong; Zhu, Jinzhou; Liu, Hele; Peng, Hong; Hu, Bin
errShare
errSave
Spatio-temporal scale information fusion of Functional Near-Infrared Spectroscopy signal for depression detection
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-01-01
err7
PREAI
errZhong, Jitao; Ma, Guangzhi; Zhang, Lu; Wang, Quanhong; Qiao, Shi; Peng, Hong; Hu, Bin
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errSave
A hybrid SVM and kernel function-based sparse representation classification for automated epilepsy detection in EEG signals
errNEUROCOMPUTING
IF6.5
err2023-12-01
err4
PREAI
errWang, Quanhong; Kong, Weizhuang; Zhong, Jitao; Shan, Zhengyang; Wang, Juan; Li, Xiaowei; Peng, Hong; Hu, Bin
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errSave
Exploratory Cross-Frequency Coupling and Scaling Analysis of Neuronal Oscillations Stimulated by Emotional Images: An Evidence From EEG
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2023-12-01
err2
PREAI
errChao, Jinlong; Zheng, Shuzhen; Lei, Chang; Peng, Hong; Hu, Bin
errShare
errSave
Vigilance estimation using truncated l1 distance kernel-based sparse representation regression with physiological signals
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2023-12-01
err1
PREAI
errZhang, Xuan; Wang, Dixin; Wu, Hongtong; Chao, Jinlong; Zhong, Jitao; Peng, Hong; Hu, Bin
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errSave

Research Directions

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Co-authors
Cooperation Journals
T
Tat‐Seng Chua
H-index: 111 · Papers: 1.2K
W
William J. Welch
H-index: 96 · Papers: 733
Qi Tian cover
Qi Tian (Qi Tian)
H-index: 88 · Papers: 747
C
Catherine McBride‐Chang
H-index: 77 · Papers: 228
B
Bin Hu
H-index: 77 · Papers: 1.2K
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