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H

Heng Qi

dalian university of technology

30H-index
206Paper Count
3.6KCitation Count
Published Papers 71
Publication Date
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FedDHP: Dual-head prior-aware distillation for global generalization and personalized adaptation in federated learning
errExpert Systems with Applications
IF7.5
err2026-07-01
err0
PREAI
errChen, Tianyi; Qin, Yuchen; Zhou, Yizhi; Qi, Heng
errShare
errSave
Foreign direct investment, renewable energy transition, and social-economic impacts: evidence from panel cointegration and causality analysis
errEnergy Strategy Reviews
IF9.9
err2026-03-17
err0
errOAAI
errJingyi Li; Heng Qi; Xiaowei Xu; Sabuhi Tanriverdiev; Fadhila Hamza; Gavkhar Yuldashova; Zho Jiankun
errShare
errSave
LLM-confidence reranker: A training-free approach for enhancing retrieval-augmented generation systems
errExpert Systems with Applications
IF7.5
err2026-02-12
err0
PREAI
errZhipeng Song; Xiangyu Kong; Xinrui Bao; Yizhi Zhou; Jiulong Jiao; Sitong Liu; Yuhang Zhou; Heng Qi
errShare
errSave
Federated Learning on Heterogeneous and Long-Tailed Data via Disentangled Representation
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2026-01-01
err0
PREAI
errZhou, Yizhi; Wang, Junxiao; Qin, Yuchen; Xie, Xin; Song, Zhipeng; Qi, Heng
errShare
errSave
Optimizing Timeliness for Distributed Stream Processing via Coflow Transmission
errIEEE Transactions on Networking
IF0
err2026-01-01
err0
PREAI
errSheng Chen; Wenxin Li; Xu Yuan; Keqiu Li; Heng Qi; Xiaobo Zhou; Renhai Xu
errShare
errSave
LogCALM: a log-based causal discovery and semantic modeling approach for network fault diagnosis
errExpert Systems with Applications
IF7.5
err2025-11-22
err0
PREAI
errXuezhou Ye; Xinqi Wang; Yizhi Zhou; Xiangyu Kong; Heng Qi
errShare
errSave
HGTB-fusion: An encrypted traffic classification method fusing multimodal features
errExpert Systems with Applications
IF7.5
err2025-11-21
err0
PREAI
errXiangyu Kong; Haoyu Zhao; Heng Qi
errShare
errSave
Beyond the jam: field theory modeling of congestion’s ripple effects on traffic dynamics
errGIScience & Remote Sensing
IF0
err2025-09-10
err0
errOAAI
errHongyu Shi; Zihan Kan; Heng Qi; Zilong Zhao; Tianjiao Chen; Luliang Tang
errShare
errSave
PerioDformer: periodic disposition enhanced transformer for times series forecasting
errKnowledge-Based Systems
IF7.6
err2025-07-16
err0
PREAI
errWenjie Tang; Yilei Xiao; Yizhi Zhou; Heng Qi
errShare
errSave
HGL-SA: Hierarchical graph learning for security assessment in smart home systems
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-07-01
err0
PREAI
errZhang, Wanting; Kong, Xiangyu; Xiao, Yilei; Qi, Heng
errShare
errSave
CMAAN: Cross-Modal Aggregation Attention Network for Next POI Recommendation
errIEEE Transactions on Computational Social Systems
IF4.9
err2025-06-01
err0
PREAI
errZhuang Zhuang; Lingbo Liu; Heng Qi; Yanming Shen; Baocai Yin
errShare
errSave
Adaptive feature alignment network with noise suppression for cross-domain object detection
errNEUROCOMPUTING
IF6.5
err2025-01-01
err0
PREAI
errJiang, Wei; Luan, Yujie; Tang, Kewei; Wang, Lijun; Zhang, Nan; Chen, Huiling; Qi, Heng
errShare
errSave
Niche-based Memetic algorithm with adaptive parameters for optimizing order delivery strategies in O2O platforms
errAPPLIED INTELLIGENCE
IF3.5
err2024-12-09
err0
PREAI
errKong, Xiangyu; Zou, Guangyu; Qi, Heng; Tang, Jiafu; Hou, Yaqing
errShare
errSave
Exploring Amplified Heterogeneity Arising From Heavy-Tailed Distributions in Federated Learning
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-12-01
err0
PREAI
errZhou, Yizhi; Wang, Junxiao; Kong, Xiangyu; Wu, Shan; Xie, Xin; Qi, Heng
errShare
errSave
Decentralized Navigation With Heterogeneous Federated Reinforcement Learning for UAV-Enabled Mobile Edge Computing
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-12-01
err2
PREAI
errWang, Pengfei; Yang, Hao; Han, Guangjie; Yu, Ruiyun; Yang, Leyou; Sun, Geng; Qi, Heng; Wei, Xiaopeng; Zhang, Qiang
errShare
errSave
iDetector: A Novel Real-Time Intrusion Detection Solution for IoT Networks
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-10-01
err0
PREAI
errKong, Xiangyu; Zhou, Yizhi; Xiao, Yilei; Ye, Xuezhou; Qi, Heng; Liu, Xiulong
errShare
errSave
TS-BEV: BEV object detection algorithm based on temporal-spatial feature fusion
errDISPLAYS
IF3.4
err2024-09-01
err8
PREAI
errDong, Xinlong; Shi, Peicheng; Qi, Heng; Yang, Aixi; Liang, Taonian
errShare
errSave
Simultaneously segmenting and classifying cell nuclei by using multi-task learning in multiplex immunohistochemical tissue microarray sections
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2024-07-01
err1
PREAI
errWang, Ranran; Qiu, Yusong; Hao, Xinyu; Jin, Shan; Gao, Junxiu; Qi, Heng; Xu, Qi; Zhang, Yong; Xu, Hongming
errShare
errSave
Server-Initiated Federated Unlearning to Eliminate Impacts of Low-Quality Data
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-05-01
err13
PREAI
errWang, Pengfei; Song, Wei; Qi, Heng; Zhou, Changjun; Li, Fuliang; Wang, Yong; Sun, Peng; Zhang, Qiang
errShare
errSave
Mitigating Poor Data Quality Impact with Federated Unlearning for Human-Centric Metaverse
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2024-04-01
err14
PREAI
errWang, Pengfei; Wei, Zongzheng; Qi, Heng; Wan, Shaohua; Xiao, Yunming; Sun, Geng; Zhang, Qiang
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
H
Huiling Chen
H-index: 107 · Papers: 1.1K
刘
刘洋 (Yang Liu)
H-index: 106 · Papers: 3.5K
J
Jieping Ye
H-index: 103 · Papers: 693
A
Arun Kumar Sangaiah
H-index: 91 · Papers: 646
张
张强 (Qiang Zhang)
H-index: 90 · Papers: 4.9K
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