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Keqin Li 0001

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李克勤

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unicode name: 李克勤
affiliation: State University of New York at New Paltz, Department of Computer Science, NY, USA

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2026
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Xinyi Chen, Weihua Bai, Jialing Zhao, Tao Huang, Huibing Zhang, Teng Zhou, Keqin Li:
VulGNN: A high-fidelity graph neural network framework for robust smart contract vulnerability detection. Adv. Eng. Informatics 74: 104701 (2026)
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Xiangyuan Zhu, Taotao Mao, Jianguo Chen, Feifan Peng, Keqin Li:
Attention-based and context-aware knowledge distillation for enhancing crop disease detection. Appl. Soft Comput. 195: 115017 (2026)
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Ning Xiao, Aoyu Li, Yan Qiang, Juanjuan Zhao, Yan Geng, Keqin Li:
Lung tumor growth prediction of follow-up via Spatio-Temporal Convolutional Transformer. Biomed. Signal Process. Control. 119: 109858 (2026)
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Jianhui Lv, Byung-Gyu Kim, Keqin Li, Heng Lu:
Multi-Agent Reinforcement Learning Driven Dynamic Resource Optimisation in Healthcare Transportation Networks. CAAI Trans. Intell. Technol. 11(2): 316-331 (2026)
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Huamao Jiang, Byung-Gyu Kim, Chien-Ming Chen, Keqin Li, Jianhui Lv:
Multi-Scale Spatio-Temporal Transformer Network for Intelligent Healthcare and Transportation Systems: A Generative AI Approach. CAAI Trans. Intell. Technol. 11(2): 578-591 (2026)
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Dazheng Liu, Sheng Xiao, Xiaoli Ren, Wenjuan Liu, Dajiang Yi, Zean Tian, Jianping Wu, Yongan Wu, Zuodong Niu, Keqin Li, Shaoliang Peng:
Para-FDS: a scalable multilevel parallel scheme for fire dynamic simulator on multicore architectures. CCF Trans. High Perform. Comput. 8(1): 37-48 (2026)
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Hongyi Chen, Yun Peng, Chen Wei, Tao Meng, Wei Ai, Zhixiong He, Keqin Li:
DRL-based privacy-preserving video streaming task offloading under energy constraints in MEC. Comput. Networks 280: 112164 (2026)
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Jing Liu, Jieyi Deng, Longxin Zhang, Qiushi Cao, Wei Hu, Cen Chen, Keqin Li:
Task completion-oriented service migration for connected autonomous vehicles in multi-server edge computing. Comput. Networks 287: 112533 (2026)
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Minghe Zhang, Lihong Chen, Botao Wang, Jianming Liu, Keqin Li:
A trustworthiness- and contribution-aware incentive mechanism to thwart malicious workers in mobile crowdsensing. Comput. Networks 288: 112592 (2026)
[j880]
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Xing Hu, Yang Zhang, Sheng Liu, Xiaowen Chen, Yaohua Wang, Shaoqing Li, Zhenyu Zhao, Keqin Li:
GLRA: Graph-based leakage risk assessment via minimal transmission cost path analysis. Comput. Secur. 163: 104816 (2026)
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Yejia Zeng, Zukun Lu, Xiaoyu Zhao, Zhu Xiao, Shaojie Ni, Zhu Han, Keqin Li:
GNSS Jamming and Spoofing Threats in UAV Navigation: Countermeasure Status and Challenges. IEEE Commun. Surv. Tutorials 28: 5909-5948 (2026)
[j878]
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Yuntao Shou, Wei Ai, Tao Meng, Keqin Li:
Graph diffusion models: A comprehensive survey of methods and applications. Comput. Sci. Rev. 59: 100854 (2026)
[j877]
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Shenghai Li, Wentai Wu, Haotong Zhang, Yongheng Liu, Weiwei Lin, Keqin Li:
Revisiting workflow scheduling with the power of edge computing: Taxonomy, review, and open challenges. Comput. Sci. Rev. 60: 100887 (2026)
[j876]
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Wei Ai, Yilong Tan, Yuntao Shou, Tao Meng, Haowen Chen, Zhixiong He, Keqin Li:
The paradigm shift: A comprehensive survey on large vision language models for multimodal fake news detection. Comput. Sci. Rev. 60: 100893 (2026)
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Zhaokang Li, Lanjun Wan, Jiaen Ning, Wei Ni, Keqin Li:
Prototype contrastive-based decentralized federated transfer learning for intelligent fault diagnosis. Eng. Appl. Artif. Intell. 164: 113322 (2026)
[j874]
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Shiwen Zhang, Shuang Chen, Yujia Zhang, Wei Liang, Kuanching Li, Ling-Huey Li, Keqin Li:
MAFSA: A multi-layer asynchronous federated learning with staleness-awareness in edge computing. Eng. Appl. Artif. Intell. 172: 114369 (2026)
[j873]
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Xing Hu, Yang Zhang, Sheng Liu, Xiaowen Chen, Yaohua Wang, Zhenyu Zhao, Yang Guo, Keqin Li:
SubG4TJ: A collaborative subgraph classification method based on multidimensional attributes for hardware trojan detection. Expert Syst. Appl. 297: 129355 (2026)
[j872]
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Yunsheng Wang, Yuntao Shou, Yilong Tan, Wei Ai, Tao Meng, Keqin Li:
AMB-DSGDN: Adaptive modality-balanced dynamic semantic graph differential network for multimodal emotion recognition. Expert Syst. Appl. 319: 132002 (2026)
[j871]
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Jiaxian Zhu, Weihua Bai, Huibing Zhang, Weiwei Lin, Teng Zhou, Keqin Li:
Adaptive multi-objective swarm intelligence for containerized microservice deployment. Future Gener. Comput. Syst. 174: 108012 (2026)
[j870]
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Yanfen Zhang, Longxin Zhang, Buqing Cao, Jing Liu, Wenyu Zhao, Jianguo Chen, Keqin Li:
Adaptive-oriented mutation snake optimizer for scheduling budget-constrained workflows in heterogeneous cloud environments. Future Gener. Comput. Syst. 175: 108118 (2026)
[j869]
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Huikang Huang, Weiwei Lin, Minxian Xu, Keqin Li:
AQESF: An adaptive QoS-enhanced scheduling framework for online batch of task scheduling. Future Gener. Comput. Syst. 176: 108174 (2026)
[j868]
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Chennian Xiong, Weiwei Lin, Huikang Huang, Jianpeng Lin, Keqin Li:
Interference modeling and scheduling for compute-intensive batch applications. Future Gener. Comput. Syst. 179: 108355 (2026)
[j867]
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Zhao Tong, Shiyan Zhang, Jing Mei, Can Wang, Keqin Li:
Online 3D trajectory and resource optimization for dynamic UAV-assisted MEC systems. Future Gener. Comput. Syst. 180: 108389 (2026)
[j866]
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Xinhua Wang, Weiwei Lin, Haijie Wu, Jidong Zhai, Keqin Li:
Concord: A GPU cluster scheduler with enhanced interference profiling and asymmetric job packing. Future Gener. Comput. Syst. 183: 108596 (2026)
[j865]
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Jianzhuo Li, Weiwei Lin, Haijie Wu, Jiahe Chen, Duanyang Du, Keqin Li:
MixloadSched: An interference aware and energy efficient scheduling method for mixed workloads in cloud data centers. Future Gener. Comput. Syst. 185: 108677 (2026)
[j864]
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Xingran Guo, Tiaojie Xiao, Jie Liu, Keqin Li:
Spectral-Domain Anchor Learning for Scale-Robust Continuous Visual Fields. Int. J. Comput. Vis. 134(10): 438 (2026)
[j863]
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Ying Liu, Yuntao Shou, Wei Ai, Tao Meng, Keqin Li:
Relational graph-driven differential denoising and diffusion attention fusion for multimodal conversational emotion recognition. Neurocomputing 681: 133306 (2026)
[j862]
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Jialu Pan, Yufeng Zhang, Keqin Li:
REO: Out-of-distribution detection with flow-based generative models. Neurocomputing 700: 134478 (2026)
[j861]
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  - journals/inffus/LiYZZXYLL26
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Mengyao Li, Zhibang Yang, Xu Zhou, Joey Tianyi Zhou, Quanqing Xu, Chuanhui Yang, Kenli Li, Keqin Li:
Adaptive virtual anchors for efficient and stable clustering over large multi-view attributed graphs. Inf. Fusion 131: 104190 (2026)
[j860]
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Junjie Liu, Jiaxian Zhu, Weihua Bai, Huibing Zhang, Lianghai Wu, Teng Zhou, Keqin Li:
A Multimodal Lightweight Transformer for Bearing Fault Diagnosis Under High-Noise Industrial IoT Environments. IEEE Internet Things J. 13(2): 3552-3567 (2026)
[j859]
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Jianhui Lyu, Shakila Basheer, Keqin Li:
Intent-Based Networking Framework for IoMT Communications in Space-Air-Ground-Integrated Systems. IEEE Internet Things J. 13(9): 18076-18089 (2026)
[j858]
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Zhao Tong, Yuanyang Zhang, Jing Mei, Cen Chen, Keqin Li:
Game-Theoretic Bandwidth Allocation and Task Offloading in Cloud-Edge Collaboration. IEEE Internet Things J. 13(10): 22425-22439 (2026)
[j857]
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Zhao Tong, Xi Zhang, Shizhen Xiao, Lihui Xia, Jing Mei, Keqin Li:
LADPG: A Lyapunov Optimization-Based Resource Allocation Strategy for Heterogeneous Vehicular Networks. IEEE Internet Things J. 13(12): 25980-25995 (2026)
[j856]
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Hongwei Tan, Lanjun Wan, Tao Sun, Jiaen Ning, Wei Ni, Keqin Li:
A Novel Dual Prototype-Guided Universal Federated Domain Adaptation Framework for Fault Diagnosis. IEEE Internet Things J. 13(15): 34350-34366 (2026)
[j855]
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Jing Mei, Zhenyu Tang, Zhao Tong, Keqin Li:
Energy-Efficient Dynamic Offloading Strategy With Stable Dual-Priority Queues via Lyapunov Optimization. IEEE Internet Things J. 13(16): 37994-38006 (2026)
[j854]
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Yanping Du, Yan Ding, Haotian Wang, Chubo Liu, Keqin Li, Kenli Li:
A Hierarchical Deep Reinforcement Learning Framework for Dependency-Aware Task Offloading in Edge Computing. IEEE Internet Things J. 13(18): 41435-41444 (2026)
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Zhizhe Lin, Dawei Wang, Shumin Yang, Chunjie Cao, Teng Zhou, Keqin Li:
Overcoming Catastrophic Forgetting in Dynamic Traffic Forecasting via Subgraph Continual Spatiotemporal Learning. IEEE Internet Things J. 13(19): 45402-45416 (2026)
[j852]
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Bin Liu, Jiaqi Han, Zhenyu Zhang, Shijun Li, Haixi Zhang, Yijie Chen, Keqin Li:
CEREM: A segment-wise attention network for chinese highly aggregated semantic extraction. Inf. Process. Manag. 63(4): 104617 (2026)
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Hantao Xiong, Wangdong Yang, Shengle Lin, Weiqing He, Keqin Li, Kenli Li:
SolverSet: A Large-scale Benchmark Dataset for the Auto-selection of the Optimal Combination of Iterative Solvers and Preconditioners. J. Circuits Syst. Comput. 35(9): 2650020:1-2650020:26 (2026)
[j850]
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Enliang Lv, Xingwei Wang, Bo Yi, Lin Qiu, Kaimin Zhang, Jingjing Guo, Min Huang, Yue Kou, Keqin Li:
A QoS-aware hierarchical intelligent congestion control framework for space-air-ground-sea integrated network. J. Netw. Comput. Appl. 253: 104544 (2026)
[j849]
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Keqin Li:
Mobility -aware server placement and power allocation for randomly walking mobile users. J. Parallel Distributed Comput. 210: 105216 (2026)
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Wenxin Kuang, Fengxiao Tang, Jiayang Liu, Yupeng Hu, Keqin Li:
FGAA: Enhancing adversarial robustness in AIoT-enabled smart systems via Fine-Grained Activation Alignment. J. Syst. Archit. 170: 103602 (2026)
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Longxin Zhang, Xiaotong Lu, Jing Liu, Yanfen Zhang, Jianguo Chen, Buqing Cao, Keqin Li:
Multi-agent reinforcement learning for resource allocation in NOMA-enhanced aerial edge computing networks. J. Syst. Archit. 170: 103634 (2026)
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Aiqiang Yang, Jie Liu, Bo Yang, Xiang Zhang, Qinglin Wang, Zeyao Mo, Keqin Li:
HAGC: A Hardware-Aware Gradient Compression framework for distributed deep learning. J. Syst. Archit. 175: 103770 (2026)
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Ze Yin, Chubo Liu, Kai Zhong, Leilei Du, Rui Pan, Keqin Li, Kenli Li:
Efficient blockchain transaction execution by mitigating MPT I/O overhead on the critical path. J. Syst. Archit. 177: 103848 (2026)
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Xinyue Jiang, Tong Li, Zhu Xiao, Ke Chen, Shuai Ma, Zhaocheng Wang, Keqin Li:
UniRM: A Universal Large Model for Multiband 3D Radio Map Construction. IEEE J. Sel. Areas Commun. 44: 2244-2258 (2026)
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Enliang Lv, Xing-Wei Wang, Bo Yi, Hao Lu, Min Huang, Yue Kou, Keqin Li:
Dynamic chunking-driven intelligent transmission mechanism for distributed systems. Knowl. Based Syst. 337: 115399 (2026)
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Tao Meng, Weilun Tang, Yuntao Shou, Yilong Tan, Jun Zhou, Wei Ai, Keqin Li:
Dynamic fusion-aware graph convolutional neural network for multimodal emotion recognition in conversations. Knowl. Based Syst. 343: 115846 (2026)
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Bin Liu, Changle Li, Qi Chu, Banghao Zhai, Zeyu Ji, Keqin Li:
FedCED: Consensus enhancement in decentralized federated learning via distillation. Knowl. Based Syst. 343: 116019 (2026)
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  - journals/neuroimage/LvRLL26
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Jianhui Lv, Shalli Rani, Keqin Li, Ning Liu:
Neural-linguistic analysis for Alzheimer's detection: A deep learning approach informed by cognitive neuroscience. NeuroImage 327: 121739 (2026)
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Yuntao Shou, Tao Meng, Wei Ai, Nan Yin, Keqin Li:
CILF-CIAE: CLIP-driven image-language fusion for correcting inverse age estimation. Neural Networks 197: 108518 (2026)
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Yue Liu, Jiaying Wu, Yufei He, Ruihan Gong, Jun Xia, Liang Li, Hongcheng Gao, Hongyu Chen, Baolong Bi, Jiaheng Zhang, Zhiqi Huang, Bryan Hooi, Stan Z. Li, Keqin Li:
Efficient Inference for Large Reasoning Models: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 48(10): 12694-12712 (2026)
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Jiaru Jia, Mingzhe Liu, Dongfen Li, Xin Chen, Ruili Wang, Linlin Zhuo, Keqin Li:
A label masked autoencoder for image-guided segmentation label completion. Patterns 7(2): 101455 (2026)
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Xiaocui Li, Weili Chen, Xinyu Zhang, Yangtao Wang, Wei Liang, Keqin Li:
RDS-Net: Recursive structure refinement network with Dual-awareness Shape transfer for point cloud completion. Pattern Recognit. 180: 114230 (2026)
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Wei Ai, Jia Xu, Hongen Shao, Tao Meng, Keqin Li:
A two-stage entity event deduplication method based on graph node selection and node optimization strategy. Soft Comput. 30(7): 5127-5140 (2026)
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Haolang Yin, Weiwei Lin, Huikang Huang, Xiaoxuan Luo, Haocheng Zhong, Keqin Li:
PaTGen: Temporal Similarity-Driven Proxy Benchmark Generation Method for Cloud Workloads. ACM Trans. Archit. Code Optim. 23(2): 72:1-72:25 (2026)
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Junjie Chen, Yan Ding, Chubo Liu, Keqin Li:
CAMVA: An Extension Architecture of CNN Accelerators for Multi-View Acceleration. IEEE Trans. Computers 75(1): 43-57 (2026)
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Ruichao Mo, Weiwei Lin, Shengsheng Lin, Simon Fong, Keqin Li:
NoSPF: Non-Stationary Long-Term Power Consumption Forecasting for Servers in Cloud Data Centers. IEEE Trans. Computers 75(1): 101-113 (2026)
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Dan Tang, Xiaocai Wang, Pei Tan, Zheng Qin, Keqin Li, Jiliang Zhang:
DNSGreen: A Comprehensive Defense System Against Bounce-Style DNS DDoS Attacks With P4. IEEE Trans. Computers 75(1): 247-260 (2026)
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Dan Tang, Pei Tan, Yudong Yan, Keqin Li, Wei Liang, Zheng Qin, Jiliang Zhang:
Low-Rate Flow Table Overflow Attacks in SDN: Model, Analysis and a Machine Learning Based Mitigation Approach. IEEE Trans. Computers 75(6): 2253-2266 (2026)
[j829]
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Weiwei Lin, Wangbo Shen, Wentai Wu, Keqin Li:
ComHA: Cloud-Edge-Device Cooperative Model Building Based on Hierarchical Automated Machine Learning. IEEE Trans. Computers 75(8): 2673-2686 (2026)
[j828]
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Huikang Huang, Weiwei Lin, Xiaoxuan Luo, James Zijun Wang, Keqin Li:
Dynamic Power Capping for Latency-Sensitive Cloud Applications: A Prediction-Based Power Efficiency Approach. IEEE Trans. Computers 75(8): 2702-2714 (2026)
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Bing Xiong, Yanhong Long, Guanglong Hu, Zhenguo Zeng, Jinyuan Zhao, Jin Zhang, Baokang Zhao, Keqin Li:
EFT-EEC: Achieving Elastic Energy Saving of TCAM Flow Tables in SDN Data Plane Under Network Traffic Jitters. IEEE Trans. Computers 75(9): 3142-3154 (2026)
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Xiaoteng Yang, Jie Feng, Lei Liu, Qingqi Pei, Mianxiong Dong, Keqin Li, Schahram Dustdar:
Low-Energy Resource Optimization and Task Assignment for Satellite Edge Computing Networks. IEEE Trans. Computers 75(9): 3454-3467 (2026)
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Hao Lu, Yang Song, Xingwei Wang, Yan Wang, Pengbo Li, Bo Yi, Min Huang, Keqin Li:
A Two-Stage Framework for Cloud Service Combinatorial Optimization: Cognitive-Inspired Co-Evolutionary Dual-Population Search and Contrastive Compensation Ranking. IEEE Trans. Cloud Comput. 14(3): 1358-1373 (2026)
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Rui Dai, Dan Tang, Zheng Qin, Kai Chen, Keqin Li, Jiliang Zhang:
Detecting Congestion-Related Attacks via Fine-Grained Queue Diagnosis. IEEE Trans. Cogn. Commun. Netw. 12: 1255-1268 (2026)
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Jing Wang, Byung-Gyu Kim, Shalli Rani, Keqin Li, Jianhui Lv:
HealthGuard: Privacy-Preserving Framework for Consumer Healthcare Devices Against Adversarial Inference Attacks. IEEE Trans. Consumer Electron. 72(1): 1465-1476 (2026)
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Xinyue Li, Shalli Rani, Jianhui Lv, Keqin Li, Jing Yang:
Deep Learning-Driven Data Security Modeling in Next Generation Consumer Electronics-Powered Education Communication Systems. IEEE Trans. Consumer Electron. 72(2): 4005-4017 (2026)
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Jialin Li, Rahul Kumar, Sachin Kumar, Keqin Li, Jianhui Lv:
Sustainable Edge Deployment of Consumer-Centric Digital Twins for Healthcare 5.0: A Resource-Efficient Optimization Framework. IEEE Trans. Consumer Electron. 72(2): 4219-4231 (2026)
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Zhi Wang, Tao Gong, Yingpu Nian, Bo Yi, Xingwei Wang, Xinhao Zhou, Jianhui Lv, Geyong Min, Keqin Li:
SFTRAP: Satisfying Fidelity Threshold Routing and Adaptive Purification for Throughput Maximum in Quantum Network. IEEE Trans. Commun. 74: 3952-3967 (2026)
[j819]
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Guanghui Ye, Huan Zhao, Yixian Shen, Jiaqi Li, Fengnan Li, Zhihua Jiang, Keqin Li:
Generating Multi-Modal Knowledge Clues as an Image: Toward Improving Image-Sequence Reasoning With Assisted Visual Input. IEEE Trans. Circuits Syst. Video Technol. 36(8): 11197-11214 (2026)
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Yijie Chen, Jiaqi Han, Bin Liu, Xinzhe Zhang, Zijian Hu, Rongyu Dou, Keqin Li:
A Thread-Level Stream Scheduling Method for Accelerating LVMs' Inference on a Resource-Constrained Platform. ACM Trans. Embed. Comput. Syst. 25(3): 51:1-51:27 (2026)
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Xiaojie Zhang, Peng Wang, Shima Yousefi, Saptarshi Debroy, Keqin Li:
c2mec: Cooperative Multi-split and Multi-hop Edge Computing Based on Deep Reinforcement Learning. ACM Trans. Embed. Comput. Syst. 25(5): 76:1-76:28 (2026)
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Xiaoxuan Luo, Weiwei Lin, Jiachun Li, Fan Chen, Haocheng Zhong, Keqin Li:
An Extensible Thread Throttling Method for Multiple OpenMP Parallel Programs. ACM Trans. Embed. Comput. Syst. 25(5): 77:1-77:22 (2026)
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Haotong Zhang, Weiwei Lin, Yuebin Huang, Haijie Wu, Chenjieting Wu, Keqin Li:
Layer-Reused Collaborative Scheduling for Container-Dependent Tasks in Industrial Real-Time Systems. ACM Trans. Embed. Comput. Syst. 25(5): 83:1-83:25 (2026)
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Yilin Wang, Xiong Li, Shuai Shang, Wei Liang, Jinjun Chen, Xiaosong Zhang, Keqin Li:
Privacy-Preserving Joint Distribution Analysis for Set-Valued Data via Local Differential Privacy. IEEE Trans. Inf. Forensics Secur. 21: 1155-1168 (2026)
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Wei Liu, Feng Zhao, Lewis Nkenyereye, Shalli Rani, Keqin Li, Jianhui Lv:
XAI Driven Intelligent IoMT Secure Data Management Framework. IEEE J. Biomed. Health Informatics 30(2): 935-946 (2026)
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Jinhang Wei, Longyue Wang, Zhecheng Zhou, Linlin Zhuo, Xiangxiang Zeng, Xiangzheng Fu, Quan Zou, Keqin Li, Zhongjun Zhou:
BloodPatrol: Revolutionizing Blood Cancer Diagnosis - Advanced Real-Time Detection Leveraging Deep Learning & Cloud Technologies. IEEE J. Biomed. Health Informatics 30(6): 4838-4848 (2026)
[j811]
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Yan Wang, Qiong Wu, Xiaoxu Shi, Yishan Li, Keqin Li:
SAGA: Generating Extreme Scenarios for Autonomous Driving via Adversarial Perturbations. IEEE Trans. Intell. Transp. Syst. 27(3): 3505-3519 (2026)
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Zhenkai Yuan, Bo Liu, Shaomin Tang, Weiwei Lin, Keqin Li:
WDBNet: wavelet dual-branch network for long-term cloud workload prediction. J. Supercomput. 82(8): 461 (2026)
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Tianyue Ren, Zhibang Yang, Yan Ding, Xu Zhou, Kenli Li, Yunjun Gao, Keqin Li:
Win-Win Approaches for Cross Dynamic Task Assignment in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 38(2): 1395-1411 (2026)
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Jiyong Liao, Chubo Liu, Yan Ding, Haotian Wang, Zhuo Tang, Kenli Li, Keqin Li:
Enhancing Large Language Models Reasoning via Multi-Path Optimization on Knowledge Graph. IEEE Trans. Knowl. Data Eng. 38(7): 4301-4314 (2026)
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Yang Huang, Yumeng Liu, Xu Zhou, Tianyue Ren, Zhibang Yang, Keqin Li, Kenli Li:
Optimizing Dynamic Task Assignment in Spatial Crowdsourcing: Bilateral Preference-Aware Approaches. IEEE Trans. Mob. Comput. 25(2): 1613-1627 (2026)
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Dongyu Chen, Tao Deng, He Huang, Juncheng Jia, Mianxiong Dong, Di Yuan, Keqin Li:
Mobility-Aware Multi-Task Decentralized Federated Learning for Vehicular Networks: Modeling, Analysis, and Optimization. IEEE Trans. Mob. Comput. 25(2): 2594-2610 (2026)
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Zhu Xiao, Shirong Guan, Jingyang Hu, Siyu Chen, Hongbo Jiang, Keqin Li:
SiVe: See Into the Vehicle's Hidden Persons via Laser Doppler Vibrometer. IEEE Trans. Mob. Comput. 25(7): 11084-11100 (2026)
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Lu Yin, Jin Sun, Junlong Zhou, Zhihui Wei, Keqin Li:
A Dual-Population Evolutionary Computation Framework for Two-Stage Task Scheduling in Mobile Edge Computing. IEEE Trans. Mob. Comput. 25(8): 12404-12420 (2026)
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Libo Feng, Chenxi Wang, Zhenli He, Mengzhuang Liu, Jixian Zhang, Keqin Li:
Fair Joint Offloading and Consensus Optimization in Blockchain-Enabled Mobile Edge Computing. IEEE Trans. Mob. Comput. 25(9): 14719-14736 (2026)
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Yuntao Shou, Tao Meng, Wei Ai, Nan Yin, Senzhang Wang, Philip S. Yu, Keqin Li:
Multi-Modal Hypergraphs Fusion With Consistency and Complementarity for Multi-Modal Emotion Recognition in Conversations. IEEE Trans. Multim. 28: 9202-9215 (2026)
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Junjie Liu, Yu Wang, Jiaxian Zhu, Weihua Bai, Huibing Zhang, Liyun Zuo, Teng Zhou, Keqin Li:
A Multilayer Spatiotemporal Correlation-Aware Graph Attention Network for Traffic Flow Prediction. IEEE Trans. Neural Networks Learn. Syst. 37(5): 2235-2249 (2026)
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Yan Wang, Yifan Ren, Jinting Nie, Keqin Li:
Enhancing Recommendation Performance Using Attribute-Aware Message-Passing and Augmentation GCN. IEEE Trans. Netw. Sci. Eng. 13: 2077-2092 (2026)
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Yingpu Nian, Xiang Jia, Baishun Zhou, Zhi Wang, Bo Yi, Xinhao Zhou, Haodong Li, Yuan Yang, Xingwei Wang, Geyong Min, Keqin Li:
XAForward: Accelerating Distributed Large-Scale Language Model Training Through Fast eXpress Data Path. IEEE Trans. Netw. Serv. Manag. 23: 4199-4212 (2026)
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Jing Mei, Jinglei Xu, Zhao Tong, Keqin Li:
Energy-Aware Multi-UAV Collaboration for Data Collection and Trajectory Planning With MADDPG. IEEE Trans. Netw. Serv. Manag. 23: 6721-6734 (2026)
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Yuntao Shou, Tao Meng, Wei Ai, Fangze Fu, Nan Yin, Keqin Li:
A Comprehensive Survey on Multi-modal Conversational Emotion Recognition with Deep Learning. ACM Trans. Inf. Syst. 44(2): 47:1-47:48 (2026)
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Yan Wang, Yubin He, Gang Liu, Keqin Li:
Cost-Optimized Periodic DAG-Structured Task Offloading in Multi-User MEC Systems Using Reinforcement Learning. ACM Trans. Internet Techn. 26(1): 2:1-2:27 (2026)
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Dan Tang, Xinmeng Li, Pei Tan, Keqin Li, Zheng Qin, Jiliang Zhang:
DOE-DTL: A ML-Utilized System Combined With PDP for Detection and Mitigation of DLDoS Attack. IEEE Trans. Netw. 34: 139-151 (2026)
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Dan Tang, Boru Liu, Zheng Qin, Wei Liang, Keqin Li, Wenqiang Jin:
REAPER: Real-Time Detection of Malicious Traffic via Deep Time-Series Embedding Analysis. IEEE Trans. Netw. 34: 872-887 (2026)
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Yingpu Nian, Bo Yi, Qiang He, Xingwei Wang, Geyong Min, Keqin Li, Sajal K. Das:
PAHInA: Precision-Aware Hierarchical In-Network Aggregation for Edge Distributed Training. IEEE Trans. Netw. 34: 3319-3333 (2026)
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Dan Tang, Chenguang Zuo, Xinmeng Li, Siyuan Wang, Wei Liang, Keqin Li, Jiliang Zhang:
MWD-CFM: Detection and Mitigation of DDoS Attack Against SDN Flow Tables. IEEE Trans. Netw. 34: 4269-4282 (2026)
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Rong Li, Tao Deng, Siwei Feng, He Huang, Juncheng Jia, Di Yuan, Keqin Li:
WECAR: An End-Edge Collaborative Inference and Training Framework for WiFi-Based Continuous Human Activity Recognition. ACM Trans. Sens. Networks 22(3): 21:1-21:24 (2026)
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Yanyan Li, Yu Chen, Zhiqian Xu, Yawen Wang, Hai Jiang, Keqin Li:
FEditor: Consecutive Task Placement With Adjustable Shapes Using FPGA State Frames. IEEE Trans. Parallel Distributed Syst. 37(1): 1-14 (2026)
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Zixuan Li, Mingxing Duan, Huizhang Luo, Wangdong Yang, Kenli Li, Keqin Li:
cuFastTuckerPlusTC: A Stochastic Parallel Sparse FastTucker Decomposition Using GPU Tensor Cores. IEEE Trans. Parallel Distributed Syst. 37(2): 443-458 (2026)
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Bin Liu, Zhonghao Zhang, Hengzhao Li, Zeyu Ji, Hongming Zhang, Keqin Li:
LIBPipe: Efficient Load Imbalance Pipeline Model Parallelism for Large Models Training. IEEE Trans. Parallel Distributed Syst. 37(7): 1471-1484 (2026)
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Shujia Niu, Zhenli He, Jixian Zhang, Cheng Xie, Keqin Li:
TACS: Decentralized Per-Task Micro-Slicing for Deadline-Aware Provisioning in Distributed Computing Continuum Systems. IEEE Trans. Parallel Distributed Syst. 37(8): 1822-1839 (2026)
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Zixuan Li, Haotian Wang, Wangdong Yang, Keqin Li, Kenli Li:
cuFastTucker-2L: A Two-Level Optimization Parallel Algorithm for Solving FastTucker Decomposition on GPU Platform. IEEE Trans. Parallel Distributed Syst. 37(9): 2095-2106 (2026)
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Xiaochuan Guo, Jia Wei, Wufei Wu, Nan Gao, Zipeng Li, Gang Zeng, Keqin Li:
Pareto Ant Colony Algorithm Based Task Offloading Optimization for Functional Safety Critical Applications in Fog Computing. IEEE Trans. Reliab. 75: 2736-2750 (2026)
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Ze Yin, Haotian Wang, Chubo Liu, Yan Ding, Keqin Li, Kenli Li:
EBFL: An Efficient Blockchain Framework for Federated Learning Services. IEEE Trans. Serv. Comput. 19(1): 281-294 (2026)
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Kun Cao, Chaohong Tan, Yangguang Cui, Keqin Li:
Preference-Aware Fault-Tolerant Function Embedding in Energy-Harvesting Serverless Edge Computing. IEEE Trans. Serv. Comput. 19(2): 1464-1477 (2026)
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Jia Zhao, Yafei Zhu, Keqin Li, Ming Hu, Yan Ding:
The Wonderful Flower of Seven Colors: Self-Evolution Approach for Multi-Terminal Personalized Service Processing. IEEE Trans. Serv. Comput. 19(2): 1535-1548 (2026)
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Zhenli He, Xiaolong Zhai, Mingxiong Zhao, Wei Zhou, Keqin Li:
HyDK: A Hybrid DRL-KKT Framework for Latency-Critical Service Placement With Multi-Source Synchronization. IEEE Trans. Serv. Comput. 19(3): 2177-2190 (2026)
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Dawei Sun, Weilong Lv, Shang Gao, Keqin Li, Rajkumar Buyya:
Skewness-Aware Stream Partitioning: A Key Splitting Suppression Method for Distributed Stream Processing. IEEE Trans. Serv. Comput. 19(4): 3059-3071 (2026)
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Hua Ma, Xiangru Fu, Wensheng Tang, Ming Chen, Haibin Zhu, Keqin Li:
Three-Stage Grouping Optimization for Large-Scale Collaborative E-Learning via Knowledge Graph and E-CARGO. IEEE Trans. Syst. Man Cybern. Syst. 56(4): 2684-2698 (2026)
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Heqiang Wang, Weihong Yang, Xiaoxiong Zhong, Jia Zhou, Fangming Liu, Weizhe Zhang, Keqin Li:
Mitigating Modality Quantity and Quality Imbalance in Multimodal Online Federated Learning. IEEE Trans. Signal Process. 74: 2933-2948 (2026)
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Wufei Wu, Jia Wei, Xiaochuan Guo, Jiaxin Zeng, Gang Zeng, Keqin Li:
Reliability-Enhanced Task Offloading Strategy for Intelligent Connected Vehicles in Fog Computing. IEEE Trans. Veh. Technol. 75(5): 8550-8564 (2026)
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Liang Li, Yuangang Pan, Junpu Zhang, Pei Zhang, Jie Liu, Xinwang Liu, Kenli Li, Ivor W. Tsang, Keqin Li:
JetBGC: Joint Robust Embedding and Structural Fusion Bipartite Graph Clustering (Extended Abstract). ICDE 2026: 4301-4302
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Xingran Guo, Tiaojie Xiao, Jie Liu, Keqin Li:
Holographic Quantum Transformer: A Generalist Neuro-Symbolic Architecture for Solving Frustrated Systems via Generative Attention. KDD (2) 2026: 11028-11037
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Yuntao Shou, Tao Meng, Wei Ai, Keqin Li:
C$^2$MOE: Consistency and Complementarity-guided Mixture of Experts for Incomplete Multimodal Emotion Learning. ICMR 2026: 1055-1063
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  - journals/corr/abs-2601-06191
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Wei Ai, Yun Peng, Yuntao Shou, Tao Meng, Keqin Li:
TimeGNN-Augmented Hybrid-Action MARL for Fine-Grained Task Partitioning and Energy-Aware Offloading in MEC. CoRR abs/2601.06191 (2026)
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Wei Ai, Yilong Tan, Yuntao Shou, Tao Meng, Haowen Chen, Zhixiong He, Keqin Li:
The Paradigm Shift: A Comprehensive Survey on Large Vision Language Models for Multimodal Fake News Detection. CoRR abs/2601.15316 (2026)
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Shiji Xiao, Yufeng Zhang, Chubo Liu, Yan Ding, Keqin Li, Kenli Li:
Relaxed Triangle Inequality for Kullback-Leibler Divergence Between Multivariate Gaussian Distributions. CoRR abs/2602.02577 (2026)
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  - journals/corr/abs-2603-10043
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Yunsheng Wang, Yuntao Shou, Yilong Tan, Wei Ai, Tao Meng, Keqin Li:
AMB-DSGDN: Adaptive Modality-Balanced Dynamic Semantic Graph Differential Network for Multimodal Emotion Recognition. CoRR abs/2603.10043 (2026)
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  - journals/corr/abs-2603-22345
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Tao Meng, Weilun Tang, Yuntao Shou, Yilong Tan, Jun Zhou, Wei Ai, Keqin Li:
Dynamic Fusion-Aware Graph Convolutional Neural Network for Multimodal Emotion Recognition in Conversations. CoRR abs/2603.22345 (2026)
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Ying Liu, Yuntao Shou, Wei Ai, Tao Meng, Keqin Li:
Relational graph-driven differential denoising and diffusion attention fusion for multimodal conversation emotion recognition. CoRR abs/2603.25752 (2026)
[i59]
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Yuntao Shou, Jun Zhou, Tao Meng, Wei Ai, Keqin Li:
Dual-branch Graph Domain Adaptation for Cross-scenario Multi-modal Emotion Recognition. CoRR abs/2603.26840 (2026)
[i58]
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Chen Zhang, Yan Ding, Haotian Wang, Chubo Liu, Keqin Li, Kenli Li:
A-IO: Adaptive Inference Orchestration for Memory-Bound NPUs. CoRR abs/2604.09752 (2026)
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  - journals/corr/abs-2604-11026
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Jialu Pan, Yufeng Zhang, Nan Hu, Zhenbang Chen, Ji Wang, Keqin Li:
Optimal Stability of KL Divergence under Gaussian Perturbations. CoRR abs/2604.11026 (2026)
[i56]
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  - journals/corr/abs-2604-14204
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Chengling Guo, Yuntao Shou, Tao Meng, Wei Ai, Yun Tan, Keqin Li:
Disentangled Dual-Branch Graph Learning for Conversational Emotion Recognition. CoRR abs/2604.14204 (2026)
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  - journals/corr/abs-2605-05611
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Rixi Xu, Qingyu Liu, Haitao Li, Yushen Chen, Zhikang Niu, Yunting Yang, Jian Zhao, Keqin Li, Berrak Sisman, Qinyuan Cheng, Xipeng Qiu, Kai Yu, Xie Chen:
X-Voice: Enabling Everyone to Speak 30 Languages via Zero-Shot Cross-Lingual Voice Cloning. CoRR abs/2605.05611 (2026)
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  - journals/corr/abs-2607-00398
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Xingran Guo, Tiaojie Xiao, Jie Liu, Keqin Li:
Holographic Quantum Transformer: A Generalist Neuro-Symbolic Architecture for Solving Frustrated Systems via Generative Attention. CoRR abs/2607.00398 (2026)
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Yuntao Shou, Tao Meng, Wei Ai, Keqin Li:
C²MOE: Consistency and Complementarity-guided Mixture of Experts for Incomplete Multimodal Emotion Learning. CoRR abs/2608.04013 (2026)
[i52]
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  - journals/corr/abs-2609-06106
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Jiaxin Zhang, Xingwei Wang, Bo Yi, Zhao Li, Alireza Furutanpey, Ziyi Chen, Qiang He, Keqin Li, Schahram Dustdar:
FANS: Federated Adaptive Network Search Learning for Heterogeneous Devices. CoRR abs/2609.06106 (2026)
2025
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Jianhui Lv, Shalli Rani, Keqin Li:
Intelligent multi-level network optimization for medical logistics in underground transportation systems: a computational intelligence approach. Comput. Ind. Eng. 209: 111451 (2025)
[j775]
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Wangbo Shen, Weiwei Lin, Wentai Wu, Haijie Wu, Keqin Li:
Reinforcement learning-based task scheduling for heterogeneous computing in end-edge-cloud environment. Clust. Comput. 28(3): 179 (2025)
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Xiaoxuan Luo, Weiwei Lin, Fan Chen, Haocheng Zhong, Keqin Li:
An organizational framework for multiple monitoring tools to improve the correctness of high performance computing datasets. Clust. Comput. 28(10): 667 (2025)
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Zhu Xiao, Rui Wang, Jing Bai, Tong Li, Shiyuan Zhang, Keqin Li, Zhu Han:
An LLM-Enhanced Conditional Diffusion Model for Mobile Traffic Prediction. IEEE Commun. Mag. 63(9): 60-67 (2025)
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Bing Xiong, Yu Chang, Yuhang Zhang, Jin Zhang, Baokang Zhao, Keqin Li:
AF-Detector: An accurate low-overhead method for detecting active flows in network traffic. Comput. Networks 270: 111562 (2025)
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Keyu Wang, Huailiang Tan, Zaihong He, Jinyou Li, Keqin Li:
Innovative Bloom Filter-Based Multilevel Block Classification: A Practical Approach to Enhancing SSD Performance and Endurance. Concurr. Comput. Pract. Exp. 37(15-17) (2025)
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Dan Tang, Rui Dai, Yudong Yan, Keqin Li, Wei Liang, Zheng Qin:
When SDN Meets Low-rate Threats: A Survey of Attacks and Countermeasures in Programmable Networks. ACM Comput. Surv. 57(4): 103:1-103:32 (2025)
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Leshan Lai, Yuansheng Liu, Bosheng Song, Keqin Li, Xiangxiang Zeng:
Deep Generative Models for Therapeutic Peptide Discovery: A Comprehensive Review. ACM Comput. Surv. 57(6): 155:1-155:29 (2025)
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Mengyao Li, Zhibang Yang, Xu Zhou, Yixiang Fang, Kenli Li, Keqin Li:
Clustering on Attributed Graphs: From Single-view to Multi-view. ACM Comput. Surv. 57(7): 163:1-163:36 (2025)
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Guozhi Liu, Weiwei Lin, Haotong Zhang, Jianpeng Lin, Shaoliang Peng, Keqin Li:
Public Datasets for Cloud Computing: A Comprehensive Survey. ACM Comput. Surv. 57(8): 198:1-198:38 (2025)
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Jiahua Huang, Weiwei Lin, Wentai Wu, Yang Wang, Haocheng Zhong, Xinhua Wang, Keqin Li:
On Efficiency, Fairness and Security in AI Accelerator Resource Sharing: A Survey. ACM Comput. Surv. 57(9): 221:1-221:35 (2025)
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Chenxi Liu, Zhu Xiao, Wangchen Long, Tong Li, Hongbo Jiang, Keqin Li:
Vehicle Trajectory Data Processing, Analytics, and Applications: A Survey. ACM Comput. Surv. 57(9): 231:1-231:36 (2025)
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Jianhui Lv, Chien-Ming Chen, Saru Kumari, Keqin Li:
Resource allocation for AI-native healthcare systems in 6G dense networks using deep reinforcement learning. Digit. Commun. Networks 11(1): 2016-2029 (2025)
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Rucheng Jiang, Bin Fu, Renfa Li, Rui Li, Danny Z. Chen, Yan Liu, Guoqi Xie, Keqin Li:
A dual-branch convolutional neural network with domain-informed attention for arrhythmia classification of 12-lead electrocardiograms. Eng. Appl. Artif. Intell. 139: 109480 (2025)
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Lanjun Wan, Long Fu, Changyun Li, Keqin Li:
An effective multi-agent-based graph reinforcement learning method for solving flexible job shop scheduling problem. Eng. Appl. Artif. Intell. 139: 109557 (2025)
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Wei Ai, Jianbin Li, Ze Wang, Yingying Wei, Tao Meng, Keqin Li:
Contrastive multi-graph learning with neighbor hierarchical sifting for semi-supervised text classification. Expert Syst. Appl. 266: 125952 (2025)
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Shijie Kuang, Zhe Quan, Guoqi Xie, Xiaomin Cai, Xiaoqian Chen, Keqin Li:
NtNDet: Hardware Trojan detection based on pre-trained language models. Expert Syst. Appl. 271: 126666 (2025)
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Yiping Zhang, Yuntao Shou, Wei Ai, Tao Meng, Keqin Li:
LRA-GNN: Latent Relation-Aware Graph Neural Network with initial and Dynamic Residual for facial age estimation. Expert Syst. Appl. 273: 126819 (2025)
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Jianhua Jiang, Jiaqi Wu, Jinmeng Luo, Xianqiu Meng, Lize Qian, Keqin Li:
KATSA: KNN Ameliorated Tree Seed Algorithm for complex optimization problems. Expert Syst. Appl. 280: 127465 (2025)
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Haijiao Chen, Huan Zhao, Zixing Zhang, Keqin Li:
Federal parameter-efficient fine-tuning for speech emotion recognition. Expert Syst. Appl. 287: 128154 (2025)
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Desheng Wang, Yiting Li, Weizhe Zhang, Zhiji Yu, Yu-Chu Tian, Keqin Li:
EVRM: Elastic Virtual Resource Management framework for cloud virtual instances. Future Gener. Comput. Syst. 165: 107569 (2025)
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Hongzhi Xu, Binlian Zhang, Chen Pan, Keqin Li:
Scheduling energy-constrained parallel applications in heterogeneous systems. Future Gener. Comput. Syst. 166: 107678 (2025)
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Zhaoyang Huang, Yifu Zhu, Xin Kuang, Yanjie Tan, Huailiang Tan, Keqin Li:
State-driven fairness control for efficient I/O queue scheduling in NVMe virtualization. Future Gener. Comput. Syst. 173: 107902 (2025)
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Jing Liu, Yuting Huang, Chunhua Deng, Longxin Zhang, Cen Chen, Keqin Li:
Efficient Resource Allocation Algorithm for Maximizing Operator Profit in 5G Edge Computing Network. J. Grid Comput. 23(1): 4 (2025)
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Xing Hu, Yang Zhang, Jialong Song, Ting Su, Huan Guo, Zhenyu Zhao, Keqin Li:
Pre-silicon hardware Trojan detection in mixed-signal circuits using heterogeneous graph attention networks. IEICE Electron. Express 22(12): 20250237 (2025)
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Xing Hu, Yang Zhang, Huan Guo, Jiahe Shi, Haowen Wang, Zhenyu Zhao, Keqin Li:
TrojanHound: Structure-aware subgraph analysis for hardware Trojan detection in gate-level designs. IEICE Electron. Express 22(16): 20250364 (2025)
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Jianhui Lv, Byung-Gyu Kim, B. D. Parameshachari, Adam Slowik, Keqin Li:
Large model-driven hyperscale healthcare data fusion analysis in complex multi-sensors. Inf. Fusion 115: 102780 (2025)
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Keyu Wang, Huailiang Tan, Zaihong He, Jinyou Li, Keqin Li:
CDA-GC: An effective cache data allocation for garbage collection in flash-based solid-state drives. Integr. 102: 102359 (2025)
[j748]
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Hui Yin, Yin Zhu, Hua Deng, Lu Ou, Zheng Qin, Keqin Li:
Privacy-Preservation Enhanced and Efficient Attribute-Based Access Control for Smart Health in Cloud-Assisted Internet of Things. IEEE Internet Things J. 12(1): 894-903 (2025)
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Jianhui Lv, Keqin Li, Adam Slowik, Huamao Jiang:
Distributed Edge Intelligence for Rapid In-Vehicle Medical Emergency Response in Internet of Vehicles. IEEE Internet Things J. 12(5): 4750-4760 (2025)
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Hui Xiao, Zhigang Hu, Xinyu Zhang, Aikun Xu, Meiguang Zheng, Keqin Li:
Federated Deep Reinforcement Learning for Task Offloading in MEC-Enabled Heterogeneous Networks. IEEE Internet Things J. 12(8): 10238-10252 (2025)
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Jie Jin, Mengfan Wu, Aijia Ouyang, Keqin Li, Chaoyang Chen:
A Novel Dynamic Hill Cipher and Its Applications on Medical IoT. IEEE Internet Things J. 12(10): 14297-14308 (2025)
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Yang Ming, Hongyu Wang, Chenhao Wang, Hang Liu, Jie Feng, Keqin Li:
Registration-Based Bilateral Fine-Grained Access Control in Vehicular Social Networks. IEEE Internet Things J. 12(15): 31986-31997 (2025)
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Longxin Zhang, Runti Tan, Buqing Cao, Lihua Ai, Kenli Li, Keqin Li:
EP-MUSTO: Entropy-Enhanced DRL-Based Task Offloading in Secure Multi-UAV-Assisted Collaborative Edge Computing. IEEE Internet Things J. 12(16): 34459-34470 (2025)
[j742]
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Hao Zheng, Zhigang Hu, Liu Yang, Aikun Xu, Meiguang Zheng, Hui Xiao, Keqin Li:
Proactive Spatio-Temporal Request Prediction for Replica Placement in Edge-Cloud Computing. IEEE Internet Things J. 12(17): 35941-35955 (2025)
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Chengyi Pan, Qian Jiang, Huangqimei Zheng, Hongyue Huang, Xin Jin, Keqin Li, Wei Zhou:
DMNet: A Dense Multiscale Feature Extraction Network With Two-Stage Training for Infrared-Visible Image Fusion. IEEE Internet Things J. 12(19): 40347-40361 (2025)
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Youling Zeng, Yue Zeng, Jining Chen, Yufan Shen, Liying Li, Peijin Cong, Junlong Zhou, Keqin Li:
AoI-Oriented Computation Offloading and Resource Allocation for End-Edge-Cloud Computing Systems. IEEE Internet Things J. 12(19): 41118-41134 (2025)
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Lu Yao, Yan Wang, Keqin Li:
EFTR-HGNet: An Efficient Rescheduling Method of Edge Service Tasks in Fault Scene. IEEE Internet Things J. 12(20): 42263-42273 (2025)
[j738]
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Jianhui Lv, Keqin Li:
Deep-Learning-Based Resource Orchestration for Healthcare-Oriented Industrial IoT Flexible Manufacturing Systems With Edge Computing. IEEE Internet Things J. 12(22): 47804-47816 (2025)
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Weitao Luo, Mohammed A. A. Al-qaness, Yangfan Li, Jianguo Shen, Keqin Li:
EEG-Based Brain-Computer Interface: Fundamentals, Methods, Applications, and Challenges. IEEE Internet Things J. 12(24): 52024-52041 (2025)
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Huaiyao Yang, Xiangwei Meng, Jiale Liang, Yanrong Zhang, Keqin Li:
HCDA: A hidden cross-domain authentication protocol for embodied intelligence in smart manufacturing. J. Ind. Inf. Integr. 48: 100946 (2025)
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Bing Xiong, Jing Wu, Guanglong Hu, Jin Zhang, Baokang Zhao, Keqin Li:
FastTSS: Accelerating tuple space search for fast packet classification in virtual SDN switches. J. Netw. Comput. Appl. 236: 104112 (2025)
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Mian Guo, Yuehong Chen, Zhiping Peng, Qirui Li, Keqin Li:
Active RIS-assisted task partitioning and offloading for industrial edge computing. J. Netw. Comput. Appl. 242: 104215 (2025)
[j733]
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Hantao Xiong, Wangdong Yang, Weiqing He, Shengle Lin, Keqin Li, Kenli Li:
MM-AutoSolver: A multimodal machine learning method for the auto-selection of iterative solvers and preconditioners. J. Parallel Distributed Comput. 205: 105144 (2025)
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Jing Mei, Cuibin Zeng, Zhao Tong, Longbao Dai, Keqin Li:
Collaborative optimization of offloading and pricing strategies in dynamic MEC system via Stackelberg game. J. Syst. Archit. 160: 103360 (2025)
[j731]
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Zhao Tong, Xin Deng, Yuanyang Zhang, Jing Mei, Can Wang, Keqin Li:
MADDPG-based task offloading and resource pricing in edge collaboration environment. J. Syst. Archit. 165: 103433 (2025)
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Jing Mei, Yuejia Zhang, Zhao Tong, Keqin Li:
Trajectory design for data collection under insufficient UAV energy: A staged actor-critic reinforcement learning approach. J. Syst. Archit. 168: 103566 (2025)
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Fangze Fu, Wei Ai, Fan Yang, Yuntao Shou, Tao Meng, Keqin Li:
SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for incomplete multimodal learning in conversational emotion recognition. Knowl. Based Syst. 309: 112825 (2025)
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Wei Ai, Yulu Liu, Chen Wei, Tao Meng, Hongen Shao, Zhixiong He, Keqin Li:
MFLM-GCN: Multi-relation Fusion and Latent-relation Mining Graph Convolutional Network for entity alignment. Knowl. Based Syst. 325: 113974 (2025)
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Tao Meng, Wei Ai, Jianbin Li, Ze Wang, Keqin Li:
SE-GCL: an event-based simple and effective graph contrastive learning for text representation. Neural Comput. Appl. 37(8): 5913-5926 (2025)
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Liang Li, Yuangang Pan, Yinghua Yao, Junpu Zhang, Moyun Liu, Xueling Zhu, Xinwang Liu, Kenli Li, Ivor W. Tsang, Keqin Li:
Generalized Probabilistic Graphical Modeling for Multi-View Bipartite Graph Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 47(12): 11187-11200 (2025)
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Zhi Wang, Bo Yi, Qiang He, Xingwei Wang, Yingpu Nian, Xiaoshi Song, Keqin Li:
Gaussian Process Regression-Based Traffic Prediction and Rate Coordination for Service Chain Congestion Mitigation. IEEE Syst. J. 19(4): 1064-1075 (2025)
[j724]
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Zeju Cai, Jianguo Chen, Yuting Fan, Zibin Zheng, Keqin Li:
Blockchain-Empowered Federated Learning: Benefits, Challenges, and Solutions. IEEE Trans. Big Data 11(5): 2244-2263 (2025)
[j723]
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Xiaofeng Zou, Cen Chen, Hongen Shao, Qinyu Wang, Xiaobin Zhuang, Yangfan Li, Keqin Li:
ReViT: Vision Transformer Accelerator With Reconfigurable Semantic-Aware Differential Attention. IEEE Trans. Computers 74(3): 1079-1093 (2025)
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Dan Tang, Rui Dai, Chenguang Zuo, Jingwen Chen, Keqin Li, Zheng Qin:
A Low-Rate DoS Attack Mitigation Scheme Based on Port and Traffic State in SDN. IEEE Trans. Computers 74(5): 1758-1770 (2025)
[j721]
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Yunzhen Luo, Yan Ding, Zhuo Tang, Keqin Li, Kenli Li, Chubo Liu:
BEAST-GNN: A United Bit Sparsity-Aware Accelerator for Graph Neural Networks. IEEE Trans. Computers 74(7): 2402-2416 (2025)
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Bin Liu, Yongyao Ma, Zijian Hu, Zeyu Ji, Zhenli He, Keqin Li:
GroPipe: A Grouped Pipeline Hybrid Parallel Method for Accelerating DCNNs Training. IEEE Trans. Computers 74(7): 2487-2500 (2025)
[j719]
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Weiwei Lin, Jinhui Lin, Haotong Zhang, Wentai Wu, Weizheng Wu, Zhetao Li, Keqin Li:
Cacomp: A Cloud-Assisted Collaborative Deep Learning Compiler Framework for DNN Tasks on Edge. IEEE Trans. Computers 74(8): 2663-2674 (2025)
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Minghui Wu, Dawei Sun, Shang Gao, Keqin Li, Rajkumar Buyya:
Ls-Stream: Lightening Stragglers in Join Operators for Skewed Data Stream Processing. IEEE Trans. Computers 74(8): 2841-2855 (2025)
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Zhaoyang Huang, Yanjie Tan, Yifu Zhu, Huailiang Tan, Keqin Li:
Dynamic DPU Offloading and Computational Resource Management in Heterogeneous Systems. IEEE Trans. Computers 74(9): 3046-3058 (2025)
[j716]
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Dixian Zhao, Weihan Gao, Keqin Li, Hengzhi Wan, Qin Tian, Yongran Yi, Jiajun Zhang, Huiqi Liu:
Q/V-Band CMOS Beamforming ICs and Integrated Phased-Array Antennas. IEEE Trans. Circuits Syst. I Regul. Pap. 72(2): 776-789 (2025)
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Yuansheng Liu, Tao Tang, Zexuan Zhu, Xiangxiang Zeng, Quan Zou, Keqin Li:
Quality Scores Compression of Genomic Sequencing Data: A Comprehensive Review and Performance Evaluation. IEEE Trans. Comput. Biol. Bioinform. 22(2): 817-831 (2025)
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Zhenli He, Ying Guo, Xiaolong Zhai, Mingxiong Zhao, Wei Zhou, Keqin Li:
Joint Computation Offloading and Resource Allocation in Mobile-Edge Cloud Computing: A Two-Layer Game Approach. IEEE Trans. Cloud Comput. 13(1): 411-428 (2025)
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Ruichao Mo, Weiwei Lin, Haocheng Zhong, Minxian Xu, Keqin Li:
A Cross-Workload Power Prediction Method Based on Transfer Gaussian Process Regression in Cloud Data Centers. IEEE Trans. Cloud Comput. 13(3): 910-921 (2025)
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Wenbiao Cao, Xiaoyong Tang, Tan Deng, Ronghui Cao, Keqin Li:
Resource-Aware Dynamic Scheduling for Tasks With Deadline Constraints on Edge Computing Systems. IEEE Trans. Cloud Comput. 13(4): 1119-1133 (2025)
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Haodong Li, Xingwei Wang, Ying Li, Bo Yi, Peng Cao, Min Huang, Keqin Li:
An Adaptive Federated Domain Generalization Framework for Consumer Electronics Manufacturing Equipment Cross-Factory Fault Detection. IEEE Trans. Consumer Electron. 71(2): 4379-4390 (2025)
[j710]
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Jianhui Lv, Byung-Gyu Kim, Keqin Li:
Fed-HealthGen: A Generative Federated Framework for Privacy-Preserving Personalized Healthcare Using Wearable Consumer Electronics. IEEE Trans. Consumer Electron. 71(4): 11440-11452 (2025)
[j709]
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Jianhui Lyu, Keqin Li, Shuyu Hu:
Holographic Counterpart-Assisted Edge Computing for End-to-End Latency Optimization in IoMT Consumer Electronics. IEEE Trans. Consumer Electron. 71(4): 11532-11544 (2025)
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Xin Wang, Jianhui Lyu, J. Dinesh Peter, Byung-Gyu Kim, B. D. Parameshachari, Keqin Li, Wei Wei:
Explaining Sentiments: Improving Explainability in Sentiment Analysis Using Local Interpretable Model-Agnostic Explanations and Counterfactual Explanations. IEEE Trans. Comput. Soc. Syst. 12(3): 1390-1403 (2025)
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Guanghui Ye, Huan Zhao, Bo Li, Haijiao Chen, Zhixue Zhao, Zhihua Jiang, Keqin Li:
CCDE: A Compact and Competitive Dialogue Evaluation Framework via Knowledge Distillation of Large Language Models. IEEE Trans. Comput. Soc. Syst. 12(6): 5127-5139 (2025)
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Huan Zhao, Zeyi Li, Song Wang, Zixing Zhang, Keqin Li:
Robust Hashing With Bilinear Drift for Image-Text Retrieval. IEEE Trans. Circuits Syst. Video Technol. 35(8): 7642-7654 (2025)
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Dan Tang, Boru Liu, Keqin Li, Sheng Xiao, Wei Liang, Jiliang Zhang:
PLUTO: A Robust LDoS Attack Defense System Executing at Line Speed. IEEE Trans. Dependable Secur. Comput. 22(3): 2855-2872 (2025)
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Xin Wang, Jianhui Lyu, Byung-Gyu Kim, Parameshachari Bidare Divakarachari, Keqin Li, Qing Li:
Exploring Multimodal Multiscale Features for Sentiment Analysis Using Fuzzy-Deep Neural Network Learning. IEEE Trans. Fuzzy Syst. 33(1): 28-42 (2025)
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Xin Wang, Jianhui Lv, Byung-Gyu Kim, Parameshachari Bidare Divakarachari, Keqin Li, Dongsheng Yang, Achyut Shankar:
Optimizing Deep Neuro-Fuzzy Network for ECG Medical Big Data Through Integration of Multiscale Features. IEEE Trans. Fuzzy Syst. 33(7): 2027-2037 (2025)
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Xin Wang, Jianhui Lv, Adam Slowik, Byung-Gyu Kim, B. D. Parameshachari, Keqin Li:
Low-Complexity Beamforming Design for Green Near-Field Communications in 6G Ultra-Massive Multiple-Input-Multiple-Output. IEEE Trans. Green Commun. Netw. 9(1): 317-326 (2025)
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Yiping Zhang, Yuntao Shou, Wei Ai, Tao Meng, Keqin Li:
GroupFace: Imbalanced Age Estimation Based on Multi-Hop Attention Graph Convolutional Network and Group-Aware Margin Optimization. IEEE Trans. Inf. Forensics Secur. 20: 605-619 (2025)
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Zhimao Gong, Jiapeng Zhang, Haotian Wang, Mingxing Duan, Keqin Li, Kenli Li:
A Privacy-Preserving Scheme With High Utility Over Data Streams in Mobile Crowdsensing. IEEE Trans. Inf. Forensics Secur. 20: 5372-5385 (2025)
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Xinyu Zhang, Hao Wang, Zhenya Du, Linlin Zhuo, Xiangzheng Fu, Dongsheng Cao, Boqia Xie, Keqin Li:
CardiOT: Towards Interpretable Drug Cardiotoxicity Prediction Using Optimal Transport and Kolmogorov-Arnold Networks. IEEE J. Biomed. Health Informatics 29(3): 1759-1770 (2025)
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Sisi Yuan, Zhecheng Zhou, Xinyuan Jin, Linlin Zhuo, Keqin Li:
Enhancing Herbal Medicine-Drug Interaction Prediction Using Large Language Models. IEEE J. Biomed. Health Informatics 29(10): 6971-6981 (2025)
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Jianhui Lv, Adam Slowik, Keqin Li:
Secure Output-Feedback Control of Transportation Cyber-Physical Systems for Emergency Medical Services Under Stealthy Attacks. IEEE Trans. Intell. Transp. Syst. 26(9): 14179-14191 (2025)
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Aiqiang Yang, Jie Liu, Bo Yang, Zeyao Mo, Keqin Li:
Balancing communication overhead and accuracy in compression integration: a survey. J. Supercomput. 81(8): 964 (2025)
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Yida Li, Huizhang Luo, Yufeng Zhang, Keqin Li, Kenli Li:
An efficient lossy compression framework for density partitioning in AMR applications. J. Supercomput. 81(18): 1631 (2025)
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Tao Meng, Shuo Shan, Hongen Shao, Yuntao Shou, Wei Ai, Keqin Li:
SE-GNN: Seed Expanded-Aware Graph Neural Network With Iterative Optimization for Semi-Supervised Entity Alignment. IEEE Trans. Knowl. Data Eng. 37(6): 3700-3713 (2025)
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Liang Li, Yuangang Pan, Junpu Zhang, Pei Zhang, Jie Liu, Xinwang Liu, Kenli Li, Ivor W. Tsang, Keqin Li:
JetBGC: Joint Robust Embedding and Structural Fusion Bipartite Graph Clustering. IEEE Trans. Knowl. Data Eng. 37(9): 5346-5359 (2025)
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Mingxiong Zhao, Rongqian Zhang, Zhenli He, Keqin Li:
Joint Optimization of Trajectory, Offloading, Caching, and Migration for UAV-Assisted MEC. IEEE Trans. Mob. Comput. 24(3): 1981-1998 (2025)
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Haijie Wu, Weiwei Lin, Haotong Zhang, Fang Shi, Wangbo Shen, Keqin Li, Albert Y. Zomaya:
Container Scheduling Strategy Based on Image Layer Reuse and Sequential Arrangement in Mobile Edge Computing. IEEE Trans. Mob. Comput. 24(9): 8700-8713 (2025)
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Longbao Dai, Fanzi Zeng, Haoran Kong, Jiang-hao Cai, Hongbo Jiang, Keqin Li:
Throughput-Aware Cooperative Task Offloading in Dynamic Mobile Edge Computing Systems. IEEE Trans. Mob. Comput. 24(12): 13276-13292 (2025)
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Wei Ai, Yuntao Shou, Tao Meng, Keqin Li:
DER-GCN: Dialog and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialog Emotion Recognition. IEEE Trans. Neural Networks Learn. Syst. 36(3): 4908-4921 (2025)
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Haijie Wu, Wangbo Shen, Weiwei Lin, Wei Li, Keqin Li:
End-Edge-Cloud Heterogeneous Resources Scheduling Method Based on RNN and Particle Swarm Optimization. IEEE Trans. Netw. Serv. Manag. 22(2): 1664-1676 (2025)
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Jing Mei, Cuibin Zeng, Zhao Tong, Zhibang Yang, Keqin Li:
Stackelberg Game-Based Pricing and Offloading for the DVFS-Enabled MEC Systems. IEEE Trans. Netw. Serv. Manag. 22(3): 2502-2515 (2025)
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Xiaojie Zhang, Saptarshi Debroy, Peng Wang, Keqin Li:
DeepRB: Deep Resource Broker Based on Clustered Federated Learning for Edge Video Analytics. IEEE Trans. Netw. Serv. Manag. 22(4): 3325-3340 (2025)
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Dan Tang, Chenguang Zuo, Jiliang Zhang, Keqin Li, Qiuwei Yang, Zheng Qin:
MARS: Defending TCP Protocol Abuses in Programmable Data Plane. IEEE Trans. Netw. Serv. Manag. 22(5): 4050-4060 (2025)
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Bing Xiong, Guanglong Hu, Songyu Liu, Jinyuan Zhao, Jin Zhang, Baokang Zhao, Keqin Li:
TECache: Traffic-Aware Energy-Saving Cache With Optimal Utilization for TCAM Flow Tables in SDN Data Plane. IEEE Trans. Netw. Serv. Manag. 22(5): 4257-4273 (2025)
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Shiwen Zhang, Wen Zhang, Wei Liang, Wenqiang Jin, Keqin Li:
StorSec: A Comprehensive Design for Securing the Distributed IoT Storage Systems. IEEE Trans. Netw. Serv. Manag. 22(6): 6215-6228 (2025)
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Keyu Wang, Huailiang Tan, Keqin Li:
Simplicity as the Ultimate Principle: The Art of Garbage Collection Management in SSDs Inspired by Natural Data Behavior. ACM Trans. Storage 21(4): 36:1-36:34 (2025)
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Jiajian Zhang, Fangyu Wu, Hai Jiang, Qiufeng Wang, Genlang Chen, Guangliang Cheng, Eng Gee Lim, Keqin Li:
AlignMalloc: Warp-Aware Memory Rearrangement Aligned With UVM Prefetching for Large-Scale GPU Dynamic Allocations. IEEE Trans. Parallel Distributed Syst. 36(7): 1444-1459 (2025)
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Shengle Lin, Guoqing Xiao, Haotian Wang, Wangdong Yang, Kenli Li, Keqin Li:
High Performance OpenCL-Based GEMM Kernel Auto-Tuned by Bayesian Optimization. IEEE Trans. Parallel Distributed Syst. 36(9): 1985-1997 (2025)
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Qilin Hu, Haotian Wang, Chubo Liu, Keqin Li, Kenli Li:
HiFA: A High-Performance and Flexible Acceleration Framework for Large-Size Number Theoretic Transform. ACM Trans. Reconfigurable Technol. Syst. 18(4): 54:1-54:32 (2025)
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Da-Ming Zhao, Jiantao Zhou, Jidong Zhai, Keqin Li:
A Reinforcement Learning Based Framework for Holistic Energy Optimization of Sustainable Cloud Data Centers. IEEE Trans. Serv. Comput. 18(1): 15-28 (2025)
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Yaning Yang, Xiao Du, Yutong Ye, Jiepin Ding, Ting Wang, Mingsong Chen, Keqin Li:
Multi-Objective Deep Reinforcement Learning for Function Offloading in Serverless Edge Computing. IEEE Trans. Serv. Comput. 18(1): 288-301 (2025)
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Haijie Wu, Weiwei Lin, Wangbo Shen, Xiumin Wang, C. L. Philip Chen, Keqin Li:
Prediction of Heterogeneous Device Task Runtime Based on Edge Server-Oriented Deep Neuro-Fuzzy System. IEEE Trans. Serv. Comput. 18(1): 372-384 (2025)
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Feiyu Zhao, Wei-Wei Lin, Shengsheng Lin, Haocheng Zhong, Keqin Li:
TFEGRU: Time-Frequency Enhanced Gated Recurrent Unit With Attention for Cloud Workload Prediction. IEEE Trans. Serv. Comput. 18(1): 467-478 (2025)
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Feiyu Zhao, Weiwei Lin, Shengsheng Lin, Shaomin Tang, Keqin Li:
MSCNet: Multi-Scale Network With Convolutions for Long-Term Cloud Workload Prediction. IEEE Trans. Serv. Comput. 18(2): 969-982 (2025)
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Guogen Zeng, Juan Luo, Yufeng Zhang, Ying Qiao, Shuyang Teng, Keqin Li:
SECTest: An Integrated Testing Platform for QoS in Satellite Edge Clouds. IEEE Trans. Serv. Comput. 18(3): 1769-1781 (2025)
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Jixian Zhang, Xuelin Yang, Peng Chen, Zhemin Wang, Weidong Li, Zhenli He, Keqin Li:
A Utility-Optimal Reverse Posted Pricing Mechanism for Online Mobile Crowdsensing Task Allocation. IEEE Trans. Serv. Comput. 18(5): 2588-2601 (2025)
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Xiaoteng Yang, Jie Feng, Lei Liu, Qingqi Pei, Shahid Mumtaz, Keqin Li, Schahram Dustdar:
IRS-Assisted Hyperspectral Image Processing in Satellite Edge Computing Services. IEEE Trans. Serv. Comput. 18(5): 2946-2959 (2025)
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Jing Liu, Quan Zhou, Xingyu Chen, Jiantao Zhou, Keqin Li:
TiAD-DQR: Software Aging States Determination and Rejuvenation Decision Generation for Docker Platform. IEEE Trans. Serv. Comput. 18(6): 4248-4260 (2025)
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Hua Ma, Chao Xiong, Xiangru Fu, Haibin Zhu, Yuqi Tang, Keqin Li:
Collaborative Recommendation of National Image Resources for Targeted International Communication via Multidimensional Features and E-CARGO Modeling. IEEE Trans. Syst. Man Cybern. Syst. 55(2): 1549-1563 (2025)
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Da-Ming Zhao, Jiantao Zhou, Keqin Li:
CFWS: DRL-Based Framework for Energy Cost and Carbon Footprint Optimization in Cloud Data Centers. IEEE Trans. Sustain. Comput. 10(1): 95-107 (2025)
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Jiepin Ding, Jun Xia, Yaning Yang, Junlong Zhou, Mingsong Chen, Keqin Li:
Energy-Efficient Shop Scheduling Using Space-Cooperation Multi-Objective Optimization. IEEE Trans. Sustain. Comput. 10(3): 601-615 (2025)
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Huikang Huang, Weiwei Lin, Jianpeng Lin, Keqin Li:
Power Management Optimization for Data Centers: A Power Supply Perspective. IEEE Trans. Sustain. Comput. 10(4): 784-803 (2025)
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Xin Wang, Jianhui Lyu, Adam Slowik, J. Dinesh Peter, Byung-Gyu Kim, B. D. Parameshachari, Keqin Li:
Large Models for Cooperative Control of Connected and Autonomous Vehicles. IEEE Trans. Veh. Technol. 74(2): 1935-1948 (2025)
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Aikun Xu, Zhigang Hu, Xi Li, Bolei Chen, Hui Xiao, Xinyu Zhang, Hao Zheng, Xianting Feng, Meiguang Zheng, Ping Zhong, Keqin Li:
CoMS: Collaborative DNN Model Selection for Heterogeneous Edge Computing Systems. IEEE Trans. Veh. Technol. 74(2): 3172-3184 (2025)
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Jie Feng, Yanyan Liao, Lei Liu, Qingqi Pei, Ning Zhang, Keqin Li:
Reputation-Based Model Aggregation and Resource Optimization in Wireless Federated Learning Systems. IEEE Trans. Wirel. Commun. 24(4): 3149-3162 (2025)
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Xin Wang, Bo Yi, Saru Kumari, Chien-Ming Chen, Shalli Rani, Keqin Li, Jianhui Lv:
Bridging Terrestrial and Non-Terrestrial Networks: A Novel Architecture for Space-Air-Ground-Sea Integration System. IEEE Wirel. Commun. 32(3): 20-27 (2025)
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Wei Ai, Fuchen Zhang, Yuntao Shou, Tao Meng, Haowen Chen, Keqin Li:
Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum. AAAI 2025: 11418-11426
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Yi Yin, Yuntao Shou, Zao Dai, Yun Peng, Tao Meng, Wei Ai, Keqin Li:
A Flow Model with Low-Rank Transformers for Incomplete Multimodal Survival Analysis. BIBM 2025: 5769-5776
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Yuntao Shou, Tao Meng, Wei Ai, Keqin Li:
Dynamic Graph Neural ODE Network for Multi-modal Emotion Recognition in Conversation. COLING 2025: 256-268
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Liang Li, Yuangang Pan, Jie Liu, Yue Liu, Xinwang Liu, Kenli Li, Ivor W. Tsang, Keqin Li:
BGAE: Auto-encoding Multi-view Bipartite Graph Clustering (Extended Abstract). ICDE 2025: 4720-4721
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Yingpu Nian, Bo Yi, Zhi Wang, Yuan Yang, Xingwei Wang, Keqin Li:
PCSR: A Low-Latency Routing Protocol for Polymorphic Networks in Real-Time Embodied AI. ICPADS 2025: 1-8
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Yuntao Shou, Jun Yao, Tao Meng, Wei Ai, Cen Chen, Keqin Li:
GSDNet: Revisiting Incomplete Multimodality-Diffusion Emotion Recognition from the Perspective of Graph Spectrum. IJCAI 2025: 6182-6190
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Yuntao Shou, Tao Meng, Wei Ai, Keqin Li:
Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-Guidance Fusion. ECML/PKDD (4) 2025: 509-525
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Yiping Zhang, Yuntao Shou, Wei Ai, Tao Meng, Keqin Li:
LRA-GNN: Latent Relation-Aware Graph Neural Network with Initial and Dynamic Residual for Facial Age Estimation. CoRR abs/2502.05423 (2025)
[i50]
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  - journals/corr/abs-2503-06468
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Dongyu Chen, Tao Deng, He Huang, Juncheng Jia, Mianxiong Dong, Di Yuan, Keqin Li:
Mobility-Aware Multi-Task Decentralized Federated Learning for Vehicular Networks: Modeling, Analysis, and Optimization. CoRR abs/2503.06468 (2025)
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  - journals/corr/abs-2503-07669
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Rong Li, Tao Deng, Siwei Feng, He Huang, Juncheng Jia, Di Yuan, Keqin Li:
WECAR: An End-Edge Collaborative Inference and Training Framework for WiFi-Based Continuous Human Activity Recognition. CoRR abs/2503.07669 (2025)
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Tao Meng, Shuo Shan, Hongen Shao, Yuntao Shou, Wei Ai, Keqin Li:
SE-GNN: Seed Expanded-Aware Graph Neural Network with Iterative Optimization for Semi-supervised Entity Alignment. CoRR abs/2503.20801 (2025)
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  - journals/corr/abs-2506-12325
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Yuntao Shou, Jun Yao, Tao Meng, Wei Ai, Cen Chen, Keqin Li:
GSDNet: Revisiting Incomplete Multimodal-Diffusion from Graph Spectrum Perspective for Conversation Emotion Recognition. CoRR abs/2506.12325 (2025)
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  - journals/corr/abs-2508-10741
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Lixin Jia, Zhiqing Guo, Gaobo Yang, Liejun Wang, Keqin Li:
Forgery Guided Learning Strategy with Dual Perception Network for Deepfake Cross-domain Detection. CoRR abs/2508.10741 (2025)
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  - journals/corr/abs-2509-24322
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Yuntao Shou, Tao Meng, Wei Ai, Keqin Li:
Multimodal Large Language Models Meet Multimodal Emotion Recognition and Reasoning: A Survey. CoRR abs/2509.24322 (2025)
[i44]
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  - journals/corr/abs-2510-21829
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Yi Yin, Yuntao Shou, Zao Dai, Yun Peng, Tao Meng, Wei Ai, Keqin Li:
A Flow Model with Low-Rank Transformers for Incomplete Multimodal Survival Analysis. CoRR abs/2510.21829 (2025)
2024
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Guoxin Han, Fuyun Liu, Huiqi Liu, Jucai Deng, Weihua Bai, Keqin Li:
A Dynamic Multitarget Obstacle Tracking and Monitoring Method for Vehicle Routing Based on Multiple Constraint Composite Perception Association Filtering. IEEE Access 12: 115151-115170 (2024)
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Zhenli He, Liheng Li, Ziqi Lin, Yunyun Dong, Jianglong Qin, Keqin Li:
Joint Optimization of Service Migration and Resource Allocation in Mobile Edge-Cloud Computing. Algorithms 17(8): 370 (2024)
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Longxin Zhang, Wenliang Zeng, Jingsheng Chen, Jianguo Chen, Keqin Li:
GDilatedDTA: Graph dilation convolution strategy for drug target binding affinity prediction. Biomed. Signal Process. Control. 92: 106110 (2024)
[j658]
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Jinhang Wei, Zhen Li, Linlin Zhuo, Xiangzheng Fu, Mingjing Wang, Keqin Li, Chengshui Chen:
Enhancing drug-food interaction prediction with precision representations through multilevel self-supervised learning. Comput. Biol. Medicine 171: 108104 (2024)
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Bing Xiong, Jing Wu, Qiaorong Huang, Jinyuan Zhao, Qiang Tang, Jin Zhang, Kun Yang, Keqin Li:
Elastically accelerating lookup on virtual SDN flow tables for software-defined cloud gateways. Comput. Networks 238: 110092 (2024)
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Yi Liu, Xuan Wang, Tao Meng, Wei Ai, Keqin Li:
LG-GNN: Local and Global Information-aware Graph Neural Network for default detection. Comput. Oper. Res. 169: 106738 (2024)
[j655]
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Peng Peng, Weiwei Lin, Wentai Wu, Haotong Zhang, Shaoliang Peng, Qingbo Wu, Keqin Li:
A survey on computation offloading in edge systems: From the perspective of deep reinforcement learning approaches. Comput. Sci. Rev. 53: 100656 (2024)
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Jiliang Zhang, Congcong Chen, Jinhua Cui, Keqin Li:
Timing Side-channel Attacks and Countermeasures in CPU Microarchitectures. ACM Comput. Surv. 56(7): 178:1-178:40 (2024)
[j653]
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Cheng Zhang, Bo Ou, Fei Peng, Yao Zhao, Keqin Li:
A Survey on Reversible Data Hiding for Uncompressed Images. ACM Comput. Surv. 56(7): 180:1-180:33 (2024)
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Song Wang, Huan Zhao, Zixing Zhang, Keqin Li:
Individual mapping and asymmetric dual supervision for discrete cross-modal hashing. Expert Syst. Appl. 247: 123333 (2024)
[j651]
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Wei Ai, Yingying Wei, Hongen Shao, Yuntao Shou, Tao Meng, Keqin Li:
Edge-enhanced minimum-margin graph attention network for short text classification. Expert Syst. Appl. 251: 124069 (2024)
[j650]
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Yuqi Li, Tao Meng, Zhixiong He, Haiyan Liu, Keqin Li:
A biased edge enhancement method for truss-based community search. Frontiers Comput. Sci. 18(3): 183610 (2024)
[j649]
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Shiwen Zhang, Jiayi He, Wei Liang, Keqin Li:
MMDS: A secure and verifiable multimedia data search scheme for cloud-assisted edge computing. Future Gener. Comput. Syst. 151: 32-44 (2024)
[j648]
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Ruihua Liu, Wufei Wu, Xiaochuan Guo, Gang Zeng, Keqin Li:
Replica fault-tolerant scheduling with time guarantee under energy constraint in fog computing. Future Gener. Comput. Syst. 159: 567-579 (2024)
[j647]
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Jianpeng Lin, Weiwei Lin, Wentai Wu, Wenjun Lin, Keqin Li:
Energy-aware virtual machine placement based on a holistic thermal model for cloud data centers. Future Gener. Comput. Syst. 161: 302-314 (2024)
[j646]
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  - journals/fi/LiuHL24
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Jing Liu, Xuesong Hai, Keqin Li:
TDLearning: Trusted Distributed Collaborative Learning Based on Blockchain Smart Contracts. Future Internet 16(1): 6 (2024)
[j645]
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Bo Cui, Yachao Chai, Zhen Yang, Keqin Li:
Intrusion Detection in IoT Using Deep Residual Networks with Attention Mechanisms. Future Internet 16(7): 255 (2024)
[j644]
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  - journals/ijon/MengSADLL24
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Tao Meng, Yuntao Shou, Wei Ai, Jiayi Du, Haiyan Liu, Keqin Li:
A multi-message passing framework based on heterogeneous graphs in conversational emotion recognition. Neurocomputing 569: 127109 (2024)
[j643]
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Yonggang Liu, Yikun Hu, Siyang Yu, Xu Zhou, Keqin Li:
Conformity-aware adoption maximization in competitive social networks. Neurocomputing 573: 127224 (2024)
[j642]
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Yuntao Shou, Tao Meng, Wei Ai, Fuchen Zhang, Nan Yin, Keqin Li:
Adversarial alignment and graph fusion via information bottleneck for multimodal emotion recognition in conversations. Inf. Fusion 112: 102590 (2024)
[j641]
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Jing Liu, Huailin Liu, Pengju Wang, Yang Wu, Keqin Li:
DIPA: Adversarial Attack on DNNs by Dropping Information and Pixel-Level Attack on Attention. Inf. 15(7): 391 (2024)
[j640]
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Lei Mu, Zhonghui Li, Wei Xiao, Ruilin Zhang, Peng Wang, Tao Liu, Geyong Min, Keqin Li:
A Fine-Grained End-to-End Latency Optimization Framework for Wireless Collaborative Inference. IEEE Internet Things J. 11(4): 5840-5853 (2024)
[j639]
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Aikun Xu, Zhigang Hu, Xinyu Zhang, Hui Xiao, Hao Zheng, Bolei Chen, Meiguang Zheng, Ping Zhong, Yilin Kang, Keqin Li:
QDRL: Queue-Aware Online DRL for Computation Offloading in Industrial Internet of Things. IEEE Internet Things J. 11(5): 7772-7786 (2024)
[j638]
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Xingting Liu, Siwang Zhou, Jiaxin Peng, Wei Zhang, Deyan Tang, Keqin Li:
Stopping Criteria for Distributed Data Storage in Compressive CrowdSensing Systems. IEEE Internet Things J. 11(7): 11767-11778 (2024)
[j637]
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Haijiao Chen, Huan Zhao, Zixing Zhang, Keqin Li:
Discriminative Feature Learning-Based Federated Lightweight Distillation Against Multiple Attacks. IEEE Internet Things J. 11(10): 17663-17677 (2024)
[j636]
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Zhao Tong, Yuanyang Zhang, Jing Mei, Wei Ai, Kenli Li, Keqin Li:
Stackelberg Game-Based Bandwidth Allocation and Resource Pricing for Multiuser in MEC System. IEEE Internet Things J. 11(13): 23737-23751 (2024)
[j635]
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Yuting Tang, Da-Fang Zhang, Wei Liang, Kuan-Ching Li, Keqin Li:
Uncovering Malicious Accounts in Open Mobile Social Networks Using a Graph- and Text-Based Attention Fusion Algorithm. IEEE Internet Things J. 11(19): 31040-31052 (2024)
[j634]
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Xin Wang, Jianhui Lv, Adam Slowik, Byung-Gyu Kim, Parameshachari Bidare Divakarachari, Keqin Li, Gang Feng:
Augmented Intelligence of Things for Priority-Aware Task Offloading in Vehicular Edge Computing. IEEE Internet Things J. 11(22): 36002-36013 (2024)
[j633]
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Aikun Xu, Zhigang Hu, Xi Li, Rongti Tian, Xinyu Zhang, Bolei Chen, Hui Xiao, Hao Zheng, Xianting Feng, Meiguang Zheng, Ping Zhong, Keqin Li:
TransEdge: Task Offloading With GNN and DRL in Edge-Computing-Enabled Transportation Systems. IEEE Internet Things J. 11(23): 38151-38166 (2024)
[j632]
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Shu Li, Yuan Zhao, Longjiang Guo, Meirui Ren, Jin Li, Lichen Zhang, Keqin Li:
Quantification and prediction of engagement: Applied to personalized course recommendation to reduce dropout in MOOCs. Inf. Process. Manag. 61(1): 103536 (2024)
[j631]
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Yupeng Hu, Wenxin Kuang, Zhe Jin, Wenjia Li, Keqin Li, Jiliang Zhang, Qiao Hu:
SIAT: A systematic inter-component communication real-time analysis technique for detecting data leak threats on Android. J. Comput. Secur. 32(3): 291-317 (2024)
[j630]
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Keqin Li:
Performance modeling and analysis for randomly walking mobile users with Markov chains. J. Comput. Syst. Sci. 140: 103492 (2024)
[j629]
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Bing Xiong, Yongqing Liu, Rui Liu, Jinyuan Zhao, Shiming He, Baokang Zhao, Kun Yang, Keqin Li:
ActiveGuardian: An accurate and efficient algorithm for identifying active elephant flows in network traffic. J. Netw. Comput. Appl. 224: 103853 (2024)
[j628]
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Keqin Li:
Scheduling independent tasks on multiple cloud-assisted edge servers with energy constraint. J. Parallel Distributed Comput. 184: 104781 (2024)
[j627]
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Hongzhi Xu, Binlian Zhang, Chen Pan, Keqin Li:
Energy-efficient triple modular redundancy scheduling on heterogeneous multi-core real-time systems. J. Parallel Distributed Comput. 191: 104915 (2024)
[j626]
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Hongzhi Xu, Binlian Zhang, Chen Pan, Keqin Li:
Energy-efficient scheduling for parallel applications with reliability and time constraints on heterogeneous distributed systems. J. Syst. Archit. 152: 103173 (2024)
[j625]
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Longbao Dai, Jing Mei, Zhibang Yang, Zhao Tong, Cuibin Zeng, Keqin Li:
Lyapunov-guided deep reinforcement learning for delay-aware online task offloading in MEC systems. J. Syst. Archit. 153: 103194 (2024)
[j624]
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Longxin Zhang, Runti Tan, Yanfen Zhang, Jiwu Peng, Jing Liu, Keqin Li:
UAV-assisted dependency-aware computation offloading in device-edge-cloud collaborative computing based on improved actor-critic DRL. J. Syst. Archit. 154: 103215 (2024)
[j623]
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Keqin Li:
Integrated analysis of reliability, power, and performance for IoT devices and servers. J. Syst. Archit. 154: 103216 (2024)
[j622]
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  - journals/kais/ZhangSMAL24
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Yiping Zhang, Yuntao Shou, Tao Meng, Wei Ai, Keqin Li:
A multi-view mask contrastive learning graph convolutional neural network for age estimation. Knowl. Inf. Syst. 66(11): 7137-7162 (2024)
[j621]
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Lanjun Wan, Jiaen Ning, Yuanyuan Li, Changyun Li, Keqin Li:
Intelligent fault diagnosis via ring-based decentralized federated transfer learning. Knowl. Based Syst. 284: 111288 (2024)
[j620]
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Lanjun Wan, Long Fu, Changyun Li, Keqin Li:
Flexible job shop scheduling via deep reinforcement learning with meta-path-based heterogeneous graph neural network. Knowl. Based Syst. 296: 111940 (2024)
[j619]
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Lanjun Wan, Le Huang, Jiaen Ning, Changyun Li, Keqin Li:
A novel meta-transfer learning approach via convolutional multi-head self-attention network for few-shot fault diagnosis. Knowl. Based Syst. 299: 112113 (2024)
[j618]
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Jing Liu, Zhentian Liu, Yang Wu, Keqin Li:
MBB-MOGWO: Modified Boltzmann-Based Multi-Objective Grey Wolf Optimizer. Sensors 24(5): 1502 (2024)
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Weiwei Lin, Jianpeng Lin, Zhiping Peng, Huikang Huang, Wenjun Lin, Keqin Li:
A systematic review of green-aware management techniques for sustainable data center. Sustain. Comput. Informatics Syst. 42: 100989 (2024)
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Jianhui Lv, Byung-Gyu Kim, Adam Slowik, B. D. Parameshachari, Saru Kumari, Chien-Ming Chen, Keqin Li:
ERLNEIL-MDP: Evolutionary reinforcement learning with novelty-driven exploration for medical data processing. Swarm Evol. Comput. 91: 101769 (2024)
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Tao Meng, Yuntao Shou, Wei Ai, Nan Yin, Keqin Li:
Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations. IEEE Trans. Artif. Intell. 5(12): 6472-6487 (2024)
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Tao Meng, Fuchen Zhang, Yuntao Shou, Hongen Shao, Wei Ai, Keqin Li:
Masked Graph Learning With Recurrent Alignment for Multimodal Emotion Recognition in Conversation. IEEE ACM Trans. Audio Speech Lang. Process. 32: 4298-4312 (2024)
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Bihui Liu, Zhenyu Ye, Qiao Hu, Yupeng Hu, Yuchong Hu, Yang Xu, Keqin Li:
HPDK: A Hybrid PM-DRAM Key-Value Store for High I/O Throughput. IEEE Trans. Computers 73(6): 1575-1587 (2024)
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Qinyun Cai, Guanghua Tan, Wangdong Yang, Xianhao He, Yuwei Yan, Keqin Li, Kenli Li:
COALA: A Compiler-Assisted Adaptive Library Routines Allocation Framework for Heterogeneous Systems. IEEE Trans. Computers 73(7): 1724-1737 (2024)
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Qilin Hu, Yan Ding, Chubo Liu, Keqin Li, Kenli Li, Albert Y. Zomaya:
CBANA: A Lightweight, Efficient, and Flexible Cache Behavior Analysis Framework. IEEE Trans. Computers 73(9): 2262-2274 (2024)
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Longxin Zhang, Wenliang Zeng, Jingsheng Chen, Jianguo Chen, Keqin Li:
ParaCPI: A Parallel Graph Convolutional Network for Compound-Protein Interaction Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 21(5): 1565-1578 (2024)
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Chuang Li, Heshi Wang, Yanhua Wen, Rui Yin, Xiangxiang Zeng, Keqin Li:
GenoM7GNet: An Efficient N⁷-Methylguanosine Site Prediction Approach Based on a Nucleotide Language Model. IEEE ACM Trans. Comput. Biol. Bioinform. 21(6): 2258-2268 (2024)
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Xin Wang, Jianhui Lv, Byung-Gyu Kim, Carsten Maple, Parameshachari Bidare Divakarachari, Adam Slowik, Keqin Li:
Generative Adversarial Privacy for Multimedia Analytics Across the IoT-Edge Continuum. IEEE Trans. Cloud Comput. 12(4): 1260-1272 (2024)
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Xin Wang, Achyut Shankar, Keqin Li, Parameshachari Bidare Divakarachari, Jianhui Lv:
Blockchain-Enabled Decentralized Edge Intelligence for Trustworthy 6G Consumer Electronics. IEEE Trans. Consumer Electron. 70(1): 1214-1225 (2024)
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Zhiqing Guo, Liejun Wang, Wenzhong Yang, Gaobo Yang, Keqin Li:
LDFnet: Lightweight Dynamic Fusion Network for Face Forgery Detection by Integrating Local Artifacts and Global Texture Information. IEEE Trans. Circuits Syst. Video Technol. 34(2): 1255-1265 (2024)
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Lin Qiu, Xingwei Wang, Yanpeng Qu, Kaimin Zhang, Fei Gao, Bo Yi, Keqin Li:
A Robust Pseudo Fuzzy Rough Feature Selection Using Linear Reconstruction Measure. IEEE Trans. Fuzzy Syst. 32(10): 5687-5701 (2024)
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Ying Zhong, Zhiliang Wang, Xingang Shi, Jiahai Yang, Keqin Li:
RFG-HELAD: A Robust Fine-Grained Network Traffic Anomaly Detection Model Based on Heterogeneous Ensemble Learning. IEEE Trans. Inf. Forensics Secur. 19: 5895-5910 (2024)
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Xiang Zhang, Hongxin Xiang, Xixi Yang, Jingxin Dong, Xiangzheng Fu, Xiangxiang Zeng, Haowen Chen, Keqin Li:
Dual-View Learning Based on Images and Sequences for Molecular Property Prediction. IEEE J. Biomed. Health Informatics 28(3): 1564-1574 (2024)
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Juan Zhang, Yulei Wu, Geyong Min, Keqin Li:
Neural Network-Based Game Theory for Scalable Offloading in Vehicular Edge Computing: A Transfer Learning Approach. IEEE Trans. Intell. Transp. Syst. 25(7): 7431-7444 (2024)
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Jin Yang, Wangdong Yang, Ruixuan Qi, Qinyun Tsai, Shengle Lin, Fengkun Dong, Kenli Li, Keqin Li:
Parallel algorithm design and optimization of geodynamic numerical simulation application on the Tianhe new-generation high-performance computer. J. Supercomput. 80(1): 331-362 (2024)
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Liang Li, Yuangang Pan, Jie Liu, Yue Liu, Xinwang Liu, Kenli Li, Ivor W. Tsang, Keqin Li:
BGAE: Auto-Encoding Multi-View Bipartite Graph Clustering. IEEE Trans. Knowl. Data Eng. 36(8): 3682-3696 (2024)
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Wei Ai, CanHao Xie, Tao Meng, Jiayi Du, Keqin Li:
A D-Truss-Equivalence Based Index for Community Search Over Large Directed Graphs. IEEE Trans. Knowl. Data Eng. 36(11): 5482-5494 (2024)
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Yibi Chen, Kenli Li, Chai Kiat Yeo, Keqin Li:
Global-Local Feature Learning via Dynamic Spatial-Temporal Graph Neural Network in Meteorological Prediction. IEEE Trans. Knowl. Data Eng. 36(11): 6280-6292 (2024)
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Yuan Xie, Fan Wu, Xu Zhou, Wensheng Luo, Yifang Yin, Roger Zimmermann, Keqin Li, Kenli Li:
Trajectory-Aware Task Coalition Assignment in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 36(11): 7201-7216 (2024)
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Dapeng Qu, Ruiduo Li, Tianqi Yang, Songlin Wu, Yan Pan, Xingwei Wang, Keqin Li:
A Competition-Oriented Student Team Building Method. IEEE Trans. Learn. Technol. 17: 2020-2033 (2024)
[j595]
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Siwang Zhou, Xiao Zhang, Yonghe Liu, Hongbo Jiang, Keqin Li:
Decentralized and Compressed Data Storage for Mobile Crowdsensing. IEEE Trans. Mob. Comput. 23(5): 4694-4708 (2024)
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Ting Wang, Yuxiang Deng, Jiawei Mao, Mingsong Chen, Gang Liu, Jieming Di, Keqin Li:
Towards Intelligent Adaptive Edge Caching Using Deep Reinforcement Learning. IEEE Trans. Mob. Comput. 23(10): 9289-9303 (2024)
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Fang Shi, Weiwei Lin, Xiumin Wang, Keqin Li, Albert Y. Zomaya:
The Analysis and Optimization of Volatile Clients in Over-the-Air Federated Learning. IEEE Trans. Mob. Comput. 23(12): 13144-13157 (2024)
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Liang Li, Siwei Wang, Xinwang Liu, En Zhu, Li Shen, Kenli Li, Keqin Li:
Local Sample-Weighted Multiple Kernel Clustering With Consensus Discriminative Graph. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1721-1734 (2024)
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Dan Tang, Zhiqing Zheng, Keqin Li, Chao Yin, Wei Liang, Jiliang Zhang:
FTOP: An Efficient Flow Table Overflow Preventing System for Switches in SDN. IEEE Trans. Netw. Sci. Eng. 11(3): 2524-2536 (2024)
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Peng Peng, Wentai Wu, Weiwei Lin, Fan Zhang, Yongheng Liu, Keqin Li:
Reliable Task Offloading in Sustainable Edge Computing with Imperfect Channel State Information. IEEE Trans. Netw. Serv. Manag. 21(6): 6423-6436 (2024)
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Xin Wang, Jianhui Lv, Adam Slowik, Parameshachari Bidare Divakarachari, Keqin Li, Chien-Ming Chen, Saru Kumari:
DLLF-2EN: Energy-Efficient Next Generation Mobile Network With Deep Learning-Based Load Forecasting. IEEE Trans. Netw. Serv. Manag. 21(6): 6515-6526 (2024)
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Dan Tang, Xiaocai Wang, Keqin Li, Chao Yin, Wei Liang, Jiliang Zhang:
FAPM: A Fake Amplification Phenomenon Monitor to Filter DRDoS Attacks With P4 Data Plane. IEEE Trans. Netw. Serv. Manag. 21(6): 6703-6715 (2024)
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Jianzhi Shi, Bo Yi, Xing-Wei Wang, Min Huang, Yang Song, Qiang He, Chao Zeng, Keqin Li:
JointCloud Resource Market Competition: A Game-Theoretic Approach. IEEE/ACM Trans. Netw. 32(6): 5112-5127 (2024)
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Qinyun Cai, Guoqing Xiao, Shengle Lin, Wangdong Yang, Keqin Li, Kenli Li:
ABSS: An Adaptive Batch-Stream Scheduling Module for Dynamic Task Parallelism on Chiplet-based Multi-Chip Systems. ACM Trans. Parallel Comput. 11(1): 6:1-6:24 (2024)
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Rong Hu, Haotian Wang, Wangdong Yang, Renqiu Ouyang, Keqin Li, Kenli Li:
BCB-SpTC: An Efficient Sparse High-Dimensional Tensor Contraction Employing Tensor Core Acceleration. IEEE Trans. Parallel Distributed Syst. 35(12): 2435-2448 (2024)
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Kun Cao, Jian Weng, Keqin Li:
Reliability-Driven End-End-Edge Collaboration for Energy Minimization in Large-Scale Cyber-Physical Systems. IEEE Trans. Reliab. 73(1): 230-244 (2024)
[j583]
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Bo Yi, Jiacheng Wang, Qiang He, Xingwei Wang, Min Huang, Sajal K. Das, Keqin Li:
Traffic Prediction-Based VNF Auto-Scaling and Deployment Mechanism for Flexible and Elastic Service Provision. IEEE Trans. Serv. Comput. 17(5): 2959-2973 (2024)
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Minghui Wu, Dawei Sun, Shang Gao, Keqin Li, Rajkumar Buyya:
Elastic Scaling of Stateful Operators Over Fluctuating Data Streams. IEEE Trans. Serv. Comput. 17(6): 3555-3568 (2024)
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Zhaoyang Huang, Yanjie Tan, Yifu Zhu, Huailiang Tan, Keqin Li:
MTDA: Efficient and Fair DPU Offloading Method for Multiple Tenants. IEEE Trans. Serv. Comput. 17(6): 3971-3984 (2024)
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Zhao Tong, Jiaxin Deng, Jing Mei, Yuanyang Zhang, Keqin Li:
Multi-Objective DAG Task Offloading in MEC Environment Based on Federated DQN With Automated Hyperparameter Optimization. IEEE Trans. Serv. Comput. 17(6): 3999-4012 (2024)
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Junlong Zhu, Tao Mao, Mingchuan Zhang, Quanbo Ge, Qingtao Wu, Keqin Li:
Decentralized Adaptive TD(λ) Learning With Linear Function Approximation: Nonasymptotic Analysis. IEEE Trans. Syst. Man Cybern. Syst. 54(8): 4630-4641 (2024)
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Yong Wang, Kuichao Li, Gai-Ge Wang, Dunwei Gong, Keqin Li:
Solving Dynamic Multiobjective Optimization Problems via Feedback-Guided Transfer and Trend Manifold Prediction. IEEE Trans. Syst. Man Cybern. Syst. 54(12): 7218-7229 (2024)
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Zhao Tong, Jinhui Cai, Jing Mei, Kenli Li, Keqin Li:
Computation Offloading for Energy Efficiency Maximization of Sustainable Energy Supply Network in IIoT. IEEE Trans. Sustain. Comput. 9(2): 128-140 (2024)
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Peijin Cong, Junlong Zhou, Weiming Jiang, Mingsong Chen, Shiyan Hu, Keqin Li:
Improving Reliability and Sustainability of Hazard-Aware Cyber-Physical Systems. IEEE Trans. Sustain. Comput. 9(3): 271-282 (2024)
[j575]
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Jianpeng Lin, Weiwei Lin, Huikang Huang, Wenjun Lin, Keqin Li:
Thermal Modeling and Thermal-Aware Energy Saving Methods for Cloud Data Centers: A Review. IEEE Trans. Sustain. Comput. 9(3): 571-590 (2024)
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Zhao Tong, Jiake Wang, Jing Mei, Kenli Li, Keqin Li:
FedTO: Mobile-Aware Task Offloading in Multi-Base Station Collaborative MEC. IEEE Trans. Veh. Technol. 73(3): 4352-4365 (2024)
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  - conf/iasam/WangZWWJFMW024
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Yingsen Wang, Jun Zhao, Haonan Wang, YueYing Wang, Weihan Jiao, Weiyi Feng, Yu Miao, Guibin Wang, Keqin Li:
Optimizing V2V Energy Trading via Blockchain Sharding in Decentralized Automotive Networks. IAS 2024: 1-8
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Yuan Xie, Fan Wu, Xu Zhou, Wensheng Luo, Yifang Yin, Roger Zimmermann, Keqin Li, Kenli Li:
Trajectory-Aware Task Coalition Assignment in Spatial Crowdsourcing (Extended Abstract). ICDE 2024: 5745-5746
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Xiaochuan Guo, Wufei Wu, Lei Li, Sai Xiao, Yong Xie, Keqin Li:
Task Offloading Optimization Design for Delay-Sensitive and Energy-Constrained Applications in Fog Computing. MSN 2024: 1210-1211
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Wei Ai, Fuchen Zhang, Tao Meng, Yuntao Shou, Hongen Shao, Keqin Li:
A Two-Stage Multimodal Emotion Recognition Model Based on Graph Contrastive Learning. CoRR abs/2401.01495 (2024)
[i42]
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Wei Ai, CanHao Xie, Tao Meng, Yinghao Wu, Keqin Li:
An Effective Index for Truss-based Community Search on Large Directed Graphs. CoRR abs/2401.10641 (2024)
[i41]
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Jiayi Du, Yinghao Wu, Wei Ai, Tao Meng, CanHao Xie, Keqin Li:
Fast Butterfly-Core Community Search For Large Labeled Graphs. CoRR abs/2401.10642 (2024)
[i40]
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Zeju Cai, Jianguo Chen, Yuting Fan, Zibin Zheng, Keqin Li:
Blockchain-empowered Federated Learning: Benefits, Challenges, and Solutions. CoRR abs/2403.00873 (2024)
[i39]
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Jianhua Jiang, Ziying Zhao, Weihua Li, Keqin Li:
An Enhanced Grey Wolf Optimizer with Elite Inheritance and Balance Search Mechanisms. CoRR abs/2404.06524 (2024)
[i38]
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  - journals/corr/abs-2404-10087
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Zixuan Li, Mingxing Duan, Huizhang Luo, Wangdong Yang, Kenli Li, Keqin Li:
cuFastTuckerPlus: A Stochastic Parallel Sparse FastTucker Decomposition Using GPU Tensor Cores. CoRR abs/2404.10087 (2024)
[i37]
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Yuntao Shou, Tao Meng, Fuchen Zhang, Nan Yin, Keqin Li:
Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion. CoRR abs/2404.17858 (2024)
[i36]
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Tao Meng, Fuchen Zhang, Yuntao Shou, Wei Ai, Nan Yin, Keqin Li:
Revisiting Multimodal Emotion Recognition in Conversation from the Perspective of Graph Spectrum. CoRR abs/2404.17862 (2024)
[i35]
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Yiping Zhang, Yuntao Shou, Tao Meng, Wei Ai, Keqin Li:
A Multi-view Mask Contrastive Learning Graph Convolutional Neural Network for Age Estimation. CoRR abs/2407.16234 (2024)
[i34]
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Tao Meng, Fuchen Zhang, Yuntao Shou, Hongen Shao, Wei Ai, Keqin Li:
Masked Graph Learning with Recurrent Alignment for Multimodal Emotion Recognition in Conversation. CoRR abs/2407.16714 (2024)
[i33]
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  - journals/corr/abs-2410-18130
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Wei Ai, Jianbin Li, Ze Wang, Jiayi Du, Tao Meng, Yuntao Shou, Keqin Li:
Graph Contrastive Learning via Cluster-refined Negative Sampling for Semi-supervised Text Classification. CoRR abs/2410.18130 (2024)
[i32]
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Wei Ai, Yinghui Gao, Jianbin Li, Jiayi Du, Tao Meng, Yuntao Shou, Keqin Li:
SEG:Seeds-Enhanced Iterative Refinement Graph Neural Network for Entity Alignment. CoRR abs/2410.20733 (2024)
[i31]
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Wei Ai, Jianbin Li, Ze Wang, Yingying Wei, Tao Meng, Yuntao Shou, Keqin Li:
Contrastive Multi-graph Learning with Neighbor Hierarchical Sifting for Semi-supervised Text Classification. CoRR abs/2411.16787 (2024)
[i30]
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  - journals/corr/abs-2411-19822
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Fangze Fu, Wei Ai, Fan Yang, Yuntao Shou, Tao Meng, Keqin Li:
SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for Incomplete Multimodal Learning in Conversational Emotion Recognition. CoRR abs/2411.19822 (2024)
[i29]
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  - journals/corr/abs-2412-02935
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Yuntao Shou, Tao Meng, Wei Ai, Keqin Li:
Dynamic Graph Neural Ordinary Differential Equation Network for Multi-modal Emotion Recognition in Conversation. CoRR abs/2412.02935 (2024)
[i28]
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Yiping Zhang, Yuntao Shou, Wei Ai, Tao Meng, Keqin Li:
GroupFace: Imbalanced Age Estimation Based on Multi-hop Attention Graph Convolutional Network and Group-aware Margin Optimization. CoRR abs/2412.11450 (2024)
[i27]
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  - journals/corr/abs-2412-11652
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Tao Meng, Wei Ai, Jianbin Li, Ze Wang, Yuntao Shou, Keqin Li:
SE-GCL: An Event-Based Simple and Effective Graph Contrastive Learning for Text Representation. CoRR abs/2412.11652 (2024)
2023
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Wei Ai, Ze Wang, Hongen Shao, Tao Meng, Keqin Li:
A multi-semantic passing framework for semi-supervised long text classification. Appl. Intell. 53(17): 20174-20190 (2023)
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Lei Jiang, Peng Yuan, Jing Liao, Qiongbing Zhang, Jianxun Liu, Keqin Li:
Undersampling of approaching the classification boundary for imbalance problem. Concurr. Comput. Pract. Exp. 35(6): 1 (2023)
[j571]
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Mingxue Ouyang, Jianqing Xi, Weihua Bai, Keqin Li:
A container deployment strategy for server clusters with different resource types. Concurr. Comput. Pract. Exp. 35(10) (2023)
[j570]
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Siyang Yu, Fan Wu, Baoding Chen, Ronghui Cao, Zhibang Yang, Keqin Li:
A parallel game model-based intrusion response system for cross-layer security in industrial internet of things. Concurr. Comput. Pract. Exp. 35(28) (2023)
[j569]
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Keqin Li:
UAV mission scheduling with completion time, flight distance, and resource consumption constraints. Connect. Sci. 35(1) (2023)
[j568]
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Yupeng Hu, Wenxin Kuang, Zheng Qin, Kenli Li, Jiliang Zhang, Yansong Gao, Wenjia Li, Keqin Li:
Artificial Intelligence Security: Threats and Countermeasures. ACM Comput. Surv. 55(2): 20:1-20:36 (2023)
[j567]
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Libing Deng, Guoqi Xie, Hong Liu, Yunbo Han, Renfa Li, Keqin Li:
A Survey of Real-Time Ethernet Modeling and Design Methodologies: From AVB to TSN. ACM Comput. Surv. 55(2): 31:1-31:36 (2023)
[j566]
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Weiwei Lin, Chennian Xiong, Wentai Wu, Fang Shi, Keqin Li, Minxian Xu:
Performance Interference of Virtual Machines: A Survey. ACM Comput. Surv. 55(12): 254:1-254:37 (2023)
[j565]
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Huihui Guo, Fan Wu, Yunchuan Qin, Ruihui Li, Keqin Li, Kenli Li:
Recent Trends in Task and Motion Planning for Robotics: A Survey. ACM Comput. Surv. 55(13s): 289:1-289:36 (2023)
[j564]
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Jiepin Ding, Mingsong Chen, Ting Wang, Junlong Zhou, Xin Fu, Keqin Li:
A Survey of AI-enabled Dynamic Manufacturing Scheduling: From Directed Heuristics to Autonomous Learning. ACM Comput. Surv. 55(14s): 307:1-307:36 (2023)
[j563]
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Weiming Wang, Weiwei Lin, Yiming Wen, Xiaozheng Lai, Peng Peng, Yi Zhang, Keqin Li:
An interpretable intuitionistic fuzzy inference model for stock prediction. Expert Syst. Appl. 213(Part): 118908 (2023)
[j562]
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  - journals/fgcs/ZhengLLYL23
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Senjiong Zheng, Bo Liu, Weiwei Lin, Xiaoying Ye, Keqin Li:
A package-aware scheduling strategy for edge serverless functions based on multi-stage optimization. Future Gener. Comput. Syst. 144: 105-116 (2023)
[j561]
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Zhao Tong, Jiake Wang, Jing Mei, Kenli Li, Wenbin Li, Keqin Li:
Multi-type task offloading for wireless Internet of Things by federated deep reinforcement learning. Future Gener. Comput. Syst. 145: 536-549 (2023)
[j560]
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Rui Chen, Bo Liu, Weiwei Lin, Jianpeng Lin, Huiwen Cheng, Keqin Li:
Power and thermal-aware virtual machine scheduling optimization in cloud data center. Future Gener. Comput. Syst. 145: 578-589 (2023)
[j559]
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Zhenli He, Yanan Xu, Di Liu, Wei Zhou, Keqin Li:
Energy-efficient computation offloading strategy with task priority in cloud assisted multi-access edge computing. Future Gener. Comput. Syst. 148: 298-313 (2023)
[j558]
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Jianzhi Shi, Bo Yi, Xingwei Wang, Min Huang, Peichen Li, Chao Zeng, Keqin Li:
Vivace-Distributed: A novel congestion control mechanism for JointCloud environments. Future Gener. Comput. Syst. 149: 317-329 (2023)
[j557]
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  - journals/grid/TongLMWPL23
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Zhao Tong, Bilan Liu, Jing Mei, Jiake Wang, Xin Peng, Keqin Li:
Data Security Aware and Effective Task Offloading Strategy in Mobile Edge Computing. J. Grid Comput. 21(3): 41 (2023)
[j556]
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Longxin Zhang, Minghui Ai, Runti Tan, Junfeng Man, Xiaojun Deng, Keqin Li:
Efficient Prediction of Makespan Matrix Workflow Scheduling Algorithm for Heterogeneous Cloud Environments. J. Grid Comput. 21(4): 75 (2023)
[j555]
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Luxiu Yin, Juan Luo, Keqin Li:
An Optimal Image Storage Strategy for Container-Based Edge Computing in Smart Factory. IEEE Internet Things J. 10(8, April 15): 7204-7214 (2023)
[j554]
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Zhao Tong, Bilan Liu, Jing Mei, Jiake Wang, Wenbin Li, Keqin Li:
D2OP: A Fair Dual-Objective Weighted Scheduling Scheme in Internet of Everything. IEEE Internet Things J. 10(10): 9206-9219 (2023)
[j553]
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Hui Yin, Wei Zhang, Hua Deng, Zheng Qin, Keqin Li:
An Attribute-Based Searchable Encryption Scheme for Cloud-Assisted IIoT. IEEE Internet Things J. 10(12): 11014-11023 (2023)
[j552]
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Rui Pan, Yikun Hu, Chubo Liu, Keqin Li, Kenli Li:
Auction-Based Storage Resource Allocation for Blockchain. IEEE Internet Things J. 10(24): 21607-21614 (2023)
[j551]
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  - journals/isci/XieWLZLL23
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Yuan Xie, Yongheng Wang, Kenli Li, Xu Zhou, Zhao Liu, Keqin Li:
Satisfaction-aware Task Assignment in Spatial Crowdsourcing. Inf. Sci. 622: 512-535 (2023)
[j550]
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Xiaofeng Zou, Kenli Li, Cen Chen, Xulei Yang, Wei Wei, Keqin Li:
DGSLN: Differentiable graph structure learning neural network for robust graph representations. Inf. Sci. 626: 94-113 (2023)
[j549]
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Si Chen, Lida Huang, Guoqi Xie, Renfa Li, Keqin Li:
Application of Uncertain Programming in Hardware/Software Partitioning: Model and Algorithm. J. Circuits Syst. Comput. 32(6): 2350105:1-2350105:26 (2023)
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Dapeng Qu, Jun Wu, Jiankun Zhang, Chengxi Gao, Haiying Shen, Keqin Li:
Efficient congestion control scheme based on caching strategy in NDN. J. Netw. Comput. Appl. 216: 103651 (2023)
[j547]
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Haotian Wang, Wangdong Yang, Rong Hu, Renqiu Ouyang, Kenli Li, Keqin Li:
IAP-SpTV: An input-aware adaptive pipeline SpTV via GCN on CPU-GPU. J. Parallel Distributed Comput. 181: 104741 (2023)
[j546]
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  - journals/jsa/TongDMDLL23
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Zhao Tong, Xin Deng, Jing Mei, Longbao Dai, Kenli Li, Keqin Li:
Stackelberg game-based task offloading and pricing with computing capacity constraint in mobile edge computing. J. Syst. Archit. 137: 102847 (2023)
[j545]
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  - journals/jsa/000123
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Keqin Li:
Heuristic task scheduling on heterogeneous UAVs: A combinatorial optimization approach. J. Syst. Archit. 140: 102895 (2023)
[j544]
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Jing Mei, Longbao Dai, Zhao Tong, Lianming Zhang, Keqin Li:
Lyapunov optimized energy-efficient dynamic offloading with queue length constraints. J. Syst. Archit. 143: 102979 (2023)
[j543]
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  - journals/jsac/YiLCWL23
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Bo Yi, Jianhui Lv, Jiahao Chen, Xingwei Wang, Keqin Li:
Digital Twin Constructed Spatial Structure for Flexible and Efficient Task Allocation of Drones in Mobile Networks. IEEE J. Sel. Areas Commun. 41(11): 3430-3443 (2023)
[j542]
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Guangyan Zhang, Dan Feng, Keqin Li, Zili Shao, Nong Xiao, Jin Xiong, Weimin Zheng:
Design and application of new storage systems. Frontiers Inf. Technol. Electron. Eng. 24(5): 633-636 (2023)
[j541]
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  - journals/kbs/ZhuBZZZL23
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Jiaxian Zhu, Weihua Bai, Jialing Zhao, Liyun Zuo, Teng Zhou, Keqin Li:
Variational mode decomposition and sample entropy optimization based transformer framework for cloud resource load prediction. Knowl. Based Syst. 280: 111042 (2023)
[j540]
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Longxin Zhang, Yang Hu, Jingsheng Chen, Chuang Li, Keqin Li:
MSSIF-Net: an efficient CNN automatic detection method for freight train images. Neural Comput. Appl. 35(9): 6767-6785 (2023)
[j539]
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Yibi Chen, Kenli Li, Chai Kiat Yeo, Keqin Li:
Traffic forecasting with graph spatial-temporal position recurrent network. Neural Networks 162: 340-349 (2023)
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Yuanchao Yan, Bo Liu, Weiwei Lin, Yuping Chen, Keqin Li, Jiangtao Ou, Chengyuan Fan:
MCCP: Multi-Collaboration Channel Pruning for Model Compression. Neural Process. Lett. 55(3): 2777-2797 (2023)
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Keqin Li, Bo Yang:
Achieving maximum speedup in multi-level acceleration for massive coronavirus testing. Int. J. Parallel Emergent Distributed Syst. 38(3): 198-212 (2023)
[j536]
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Xingting Liu, Siwang Zhou, Wei Zhang, Ting Dong, Keqin Li:
Privacy-Preserving Truth Discovery for Collaborative-Cloud Encryption in Mobile Crowdsensing. IEEE Syst. J. 17(3): 4990-5001 (2023)
[j535]
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Haijian Yu, Jing Liu, Chunhua Deng, Cen Chen, Keqin Li:
Maximizing the number of completed tasks in MEC considering time and energy constraints. Soft Comput. 27(20): 15095-15110 (2023)
[j534]
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Hua Ma, Zhuoxuan Huang, Haibin Zhu, Wensheng Tang, Hongyu Zhang, Keqin Li:
Predicting examinee performance based on a fuzzy cloud cognitive diagnosis framework in e-learning environment. Soft Comput. 27(24): 18949-18969 (2023)
[j533]
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Ningchao Ge, Zheng Qin, Peng Peng, Mingdao Li, Lei Zou, Keqin Li:
A Cost-Driven Top-K Queries Optimization Approach on Federated RDF Systems. IEEE Trans. Big Data 9(2): 665-676 (2023)
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Jianguo Yao, Qiumin Lu, Run Tian, Keqin Li, Haibing Guan:
An Economy-Oriented GPU Virtualization With Dynamic and Adaptive Oversubscription. IEEE Trans. Computers 72(5): 1371-1383 (2023)
[j531]
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Ting Wang, Xiao Du, Mingsong Chen, Keqin Li:
Hierarchical Relational Graph Learning for Autonomous Multirobot Cooperative Navigation in Dynamic Environments. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(11): 3559-3570 (2023)
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Yanjie Tan, Yifu Zhu, Zhaoyang Huang, Huailiang Tan, Keqin Li:
MAPD: An FPGA-Based Real-Time Video Haze Removal Accelerator Using Mixed Atmosphere Prior. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(12): 4777-4790 (2023)
[j529]
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Weiwei Lin, Xiaoxuan Luo, ChunKi Li, Jiechao Liang, Guokai Wu, Keqin Li:
An Energy-Efficient Tuning Method for Cloud Servers Combining DVFS and Parameter Optimization. IEEE Trans. Cloud Comput. 11(4): 3643-3655 (2023)
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Fei Peng, Wenyan Jiang, Min Long, Keqin Li:
A Reversible Watermarking for 2D Engineering Graphics Based on Difference Expansion With Adaptive Interval Partitioning. IEEE Trans. Dependable Secur. Comput. 20(3): 1867-1881 (2023)
[j527]
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Qian Jiang, Xin Jin, Xiaohui Cui, Shaowen Yao, Keqin Li, Wei Zhou:
A Lightweight Multimode Medical Image Fusion Method Using Similarity Measure Between Intuitionistic Fuzzy Sets Joint Laplacian Pyramid. IEEE Trans. Emerg. Top. Comput. Intell. 7(3): 631-647 (2023)
[j526]
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Hao Zheng, Zhigang Hu, Liu Yang, Aikun Xu, Meiguang Zheng, Ce Zhang, Keqin Li:
Multifeature Collaborative Fusion Network With Deep Supervision for SAR Ship Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023)
[j525]
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Wangbo Shen, Weiwei Lin, Yulei Wu, Fang Shi, Wentai Wu, Keqin Li:
Evolving Deep Multiple Kernel Learning Networks Through Genetic Algorithms. IEEE Trans. Ind. Informatics 19(2): 1569-1580 (2023)
[j524]
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Hui Yin, Yangfan Li, Hua Deng, Wei Zhang, Zheng Qin, Keqin Li:
An Attribute-Based Keyword Search Scheme for Multiple Data Owners in Cloud-Assisted Industrial Internet of Things. IEEE Trans. Ind. Informatics 19(4): 5763-5773 (2023)
[j523]
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Wei Liang, Yuhui Li, Kun Xie, Dafang Zhang, Kuan-Ching Li, Alireza Souri, Keqin Li:
Spatial-Temporal Aware Inductive Graph Neural Network for C-ITS Data Recovery. IEEE Trans. Intell. Transp. Syst. 24(8): 8431-8442 (2023)
[j522]
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Bo Liu, Rui Chen, Weiwei Lin, Wentai Wu, Jianpeng Lin, Keqin Li:
Thermal-aware virtual machine placement based on multi-objective optimization. J. Supercomput. 79(11): 12563-12590 (2023)
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Bo Liu, Rui Chen, Weiwei Lin, Wentai Wu, Jianpeng Lin, Keqin Li:
Publisher Correction to: Thermal‑aware virtual machine placement based on multi‑objective optimization. J. Supercomput. 79(15): 17756-17757 (2023)
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Wensheng Luo, Xu Zhou, Kenli Li, Yunjun Gao, Keqin Li:
Efficient Influential Community Search in Large Uncertain Graphs. IEEE Trans. Knowl. Data Eng. 35(4): 3779-3793 (2023)
[j519]
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Liang Li, Junpu Zhang, Siwei Wang, Xinwang Liu, Kenli Li, Keqin Li:
Multi-View Bipartite Graph Clustering With Coupled Noisy Feature Filter. IEEE Trans. Knowl. Data Eng. 35(12): 12842-12854 (2023)
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Jing Mei, Longbao Dai, Zhao Tong, Xin Deng, Keqin Li:
Throughput-Aware Dynamic Task Offloading Under Resource Constant for MEC With Energy Harvesting Devices. IEEE Trans. Netw. Serv. Manag. 20(3): 3460-3473 (2023)
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Hui Xiao, Jiawei Huang, Zhigang Hu, Meiguang Zheng, Keqin Li:
Collaborative Cloud-Edge-End Task Offloading in MEC-Based Small Cell Networks With Distributed Wireless Backhaul. IEEE Trans. Netw. Serv. Manag. 20(4): 4542-4557 (2023)
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Dan Tang, Chenjun Gao, Wei Liang, Jiliang Zhang, Keqin Li:
FTMaster: A Detection and Mitigation System of Low-Rate Flow Table Overflow Attacks via SDN. IEEE Trans. Netw. Serv. Manag. 20(4): 5073-5084 (2023)
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Jing Chen, Wenjun Jiang, Jie Wu, Kenli Li, Keqin Li:
Dynamic Personalized POI Sequence Recommendation with Fine-Grained Contexts. ACM Trans. Internet Techn. 23(2): 32:1-32:28 (2023)
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Haotian Wang, Wangdong Yang, Renqiu Ouyang, Rong Hu, Kenli Li, Keqin Li:
A Heterogeneous Parallel Computing Approach Optimizing SpTTM on CPU-GPU via GCN. ACM Trans. Parallel Comput. 10(2): 9:1-9:23 (2023)
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Tongfeng Weng, Xu Zhou, Kenli Li, Kian-Lee Tan, Keqin Li:
Distributed Approaches to Butterfly Analysis on Large Dynamic Bipartite Graphs. IEEE Trans. Parallel Distributed Syst. 34(2): 431-445 (2023)
[j512]
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Haotian Wang, Wangdong Yang, Rong Hu, Renqiu Ouyang, Kenli Li, Keqin Li:
A Novel Parallel Algorithm for Sparse Tensor Matrix Chain Multiplication via TCU-Acceleration. IEEE Trans. Parallel Distributed Syst. 34(8): 2419-2432 (2023)
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Li Li, Jiajie Shen, Bochun Wu, Yangfan Zhou, Xin Wang, Keqin Li:
Adaptive Data Placement in Multi-Cloud Storage: A Non-Stationary Combinatorial Bandit Approach. IEEE Trans. Parallel Distributed Syst. 34(11): 2843-2859 (2023)
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Yan Ding, Kenli Li, Chubo Liu, Zhuo Tang, Keqin Li:
Budget-Constrained Service Allocation Optimization for Mobile Edge Computing. IEEE Trans. Serv. Comput. 16(1): 147-161 (2023)
[j509]
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Keqin Li:
Scheduling Precedence Constrained Tasks for Mobile Applications in Fog Computing. IEEE Trans. Serv. Comput. 16(3): 2153-2164 (2023)
[j508]
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Hui Yin, Yangfan Li, Hua Deng, Wei Zhang, Zheng Qin, Keqin Li:
Practical and Dynamic Attribute-Based Keyword Search Supporting Numeric Comparisons Over Encrypted Cloud Data. IEEE Trans. Serv. Comput. 16(4): 2855-2867 (2023)
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Lu Yin, Jin Sun, Junlong Zhou, Zonghua Gu, Keqin Li:
ECFA: An Efficient Convergent Firefly Algorithm for Solving Task Scheduling Problems in Cloud-Edge Computing. IEEE Trans. Serv. Comput. 16(5): 3280-3293 (2023)
[j506]
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Tong Xiao, Zhe Quan, Zhi-Jie Wang, Yuquan Le, Yunfei Du, Xiangke Liao, Kenli Li, Keqin Li:
Loader: A Log Anomaly Detector Based on Transformer. IEEE Trans. Serv. Comput. 16(5): 3479-3492 (2023)
[j505]
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Zhenli He, Yanan Xu, Mingxiong Zhao, Wei Zhou, Keqin Li:
Priority-Based Offloading Optimization in Cloud-Edge Collaborative Computing. IEEE Trans. Serv. Comput. 16(6): 3906-3919 (2023)
[j504]
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Jin Li, Shu Li, Yuan Zhao, Longjiang Guo, Fei Hao, Meirui Ren, Keqin Li:
Predicting Dropouts Before Enrollments in MOOCs: An Explainable and Self-Supervised Model. IEEE Trans. Serv. Comput. 16(6): 4154-4167 (2023)
[j503]
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Jing Mei, Zhao Tong, Kenli Li, Lianming Zhang, Keqin Li:
Energy-Efficient Heuristic Computation Offloading With Delay Constraints in Mobile Edge Computing. IEEE Trans. Serv. Comput. 16(6): 4404-4417 (2023)
[j502]
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Keqin Li:
Design and Analysis of Heuristic Algorithms for Energy-Constrained Task Scheduling With Device-Edge-Cloud Fusion. IEEE Trans. Sustain. Comput. 8(2): 208-221 (2023)
[j501]
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Yingsen Wang, Leiming Yuan, Weihan Jiao, Yan Qiang, Juanjuan Zhao, Qianqian Yang, Keqin Li:
A Fast and Secured Vehicle-to-Vehicle Energy Trading Based on Blockchain Consensus in the Internet of Electric Vehicles. IEEE Trans. Veh. Technol. 72(6): 7827-7843 (2023)
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Yibi Chen, Yunchuan Qin, Kenli Li, Chai Kiat Yeo, Keqin Li:
Adaptive Spatial-Temporal Graph Convolution Networks for Collaborative Local-Global Learning in Traffic Prediction. IEEE Trans. Veh. Technol. 72(10): 12653-12663 (2023)
[c135]
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  - conf/bibm/DouZLLXP23
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Yutao Dou, Yangtao Zheng, Dazheng Liu, Keqin Li, Sheng Xiao, Shaoliang Peng:
ParaMET: A Parallel Framework for Efficient Medical Data Extraction on Tianhe-NG Supercomputer. BIBM 2023: 488-493
[c134]
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Liangrui Pan, Keqin Li, Wenjuan Liu, Liwen Xu, Zhichao Feng, Shaoliang Peng:
CVFC: Attention-Based Cross-View Feature Consistency for Weakly Supervised Semantic Segmentation of Pathology Images. BIBM 2023: 1374-1379
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Yan Ding, Chubo Liu, Mingxing Duan, Wanli Chang, Keqin Li, Kenli Li:
HAIMA: A Hybrid SRAM and DRAM Accelerator-in-Memory Architecture for Transformer. DAC 2023: 1-6
[c132]
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  - conf/icde/RenZ0GZ023
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Tianyue Ren, Xu Zhou, Kenli Li, Yunjun Gao, Ji Zhang, Keqin Li:
Efficient Cross Dynamic Task Assignment in Spatial Crowdsourcing. ICDE 2023: 1420-1432
[c131]
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  - conf/icpads/AiXMWL23
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Wei Ai, CanHao Xie, Tao Meng, Yinghao Wu, Keqin Li:
An Effective Index for Truss-based Community Search on Large Directed Graphs. ICPADS 2023: 384-389
[c130]
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Jiayi Du, Yinghao Wu, Wei Ai, Tao Meng, CanHao Xie, Keqin Li:
Fast Butterfly-Core Community Search For Large Labeled Graphs. ICPADS 2023: 390-396
[c129]
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Wei Ai, Fuchen Zhang, Tao Meng, Yuntao Shou, Hongen Shao, Keqin Li:
A Two-Stage Multimodal Emotion Recognition Model Based on Graph Contrastive Learning. ICPADS 2023: 397-404
[c128]
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Yuntao Shou, Wei Ai, Tao Meng, Fuchen Zhang, Keqin Li:
GraphUnet: Graph Make Strong Encoders for Remote Sensing Segmentation. ICPADS 2023: 2734-2737
[c127]
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  - conf/isca/PanLXD0023
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Rui Pan, Chubo Liu, Guoqing Xiao, Mingxing Duan, Keqin Li, Kenli Li:
An Algorithm and Architecture Co-design for Accelerating Smart Contracts in Blockchain. ISCA 2023: 32:1-32:13
[i26]
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Yuntao Shou, Wei Ai, Tao Meng, Keqin Li:
CZL-CIAE: CLIP-driven Zero-shot Learning for Correcting Inverse Age Estimation. CoRR abs/2312.01758 (2023)
[i25]
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  - journals/corr/abs-2312-05735
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Yuntao Shou, Tao Meng, Wei Ai, Nan Yin, Keqin Li:
A Comprehensive Survey on Multi-modal Conversational Emotion Recognition with Deep Learning. CoRR abs/2312.05735 (2023)
[i24]
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  - journals/corr/abs-2312-06337
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Tao Meng, Yuntao Shou, Wei Ai, Nan Yin, Keqin Li:
Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations. CoRR abs/2312.06337 (2023)
[i23]
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  - journals/corr/abs-2312-10579
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Wei Ai, Yuntao Shou, Tao Meng, Keqin Li:
DER-GCN: Dialogue and Event Relation-Aware Graph Convolutional Neural Network for Multimodal Dialogue Emotion Recognition. CoRR abs/2312.10579 (2023)
[i22]
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  - journals/corr/abs-2312-16778
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Yuntao Shou, Tao Meng, Wei Ai, Keqin Li:
Adversarial Representation with Intra-Modal and Inter-Modal Graph Contrastive Learning for Multimodal Emotion Recognition. CoRR abs/2312.16778 (2023)
2022
[j499]
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  - journals/access/OuyangXBL22
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Mingxue Ouyang, Jianqing Xi, Weihua Bai, Keqin Li:
Band-Area Application Container and Artificial Fish Swarm Algorithm for Multi-Objective Optimization in Internet-of-Things Cloud. IEEE Access 10: 16408-16423 (2022)
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Wei Ai, Hongen Shao, Jia Xu, Tao Meng, Keqin Li:
A Two-Channel Chinese Enterprise Abbreviation Generation Method Based on an Enterprise Component and Single-Character Strategy. IEEE Access 10: 81123-81133 (2022)
[j497]
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Mingxue Ouyang, Jianqing Xi, Weihua Bai, Keqin Li:
Band-Area Resource Management Platform and Accelerated Particle Swarm Optimization Algorithm for Container Deployment in Internet-of-Things Cloud. IEEE Access 10: 86844-86863 (2022)
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Jun Zhao, Xiaosong Zhou, Guohua Shi, Ning Xiao, Kai Song, Juanjuan Zhao, Rui Hao, Keqin Li:
Semantic consistency generative adversarial network for cross-modality domain adaptation in ultrasound thyroid nodule classification. Appl. Intell. 52(9): 10369-10383 (2022)
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Shichao Luo, Jina Zhang, Ning Xiao, Yan Qiang, Keqin Li, Juanjuan Zhao, Liang Meng, Ping Song:
DAS-Net: A lung nodule segmentation method based on adaptive dual-branch attention and shadow mapping. Appl. Intell. 52(13): 15617-15631 (2022)
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Xiaowei Liu, Lei Yang, Jianguo Chen, Siyang Yu, Keqin Li:
Region-to-boundary deep learning model with multi-scale feature fusion for medical image segmentation. Biomed. Signal Process. Control. 71(Part): 103165 (2022)
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Xiaowei Liu, Yikun Hu, Jianguo Chen, Keqin Li:
Shape and boundary-aware multi-branch model for semi-supervised medical image segmentation. Comput. Biol. Medicine 143: 105252 (2022)
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Bingxue Qiao, Chubo Liu, Jing Liu, Yikun Hu, Kenli Li, Keqin Li:
Task migration computation offloading with low delay for mobile edge computing in vehicular networks. Concurr. Comput. Pract. Exp. 34(1) (2022)
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Yingsen Wang, Yulan Ma, Yan Qiang, Juanjuan Zhao, Yi Li, Keqin Li:
BAC: A block alliance consensus mechanism for the mine consortium blockchain. Concurr. Comput. Pract. Exp. 34(27) (2022)
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Jianguo Chen, Kenli Li, Zhaolei Zhang, Keqin Li, Philip S. Yu:
A Survey on Applications of Artificial Intelligence in Fighting Against COVID-19. ACM Comput. Surv. 54(8): 158:1-158:32 (2022)
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Zhao Tong, Xiaomei Deng, Jing Mei, Bilan Liu, Keqin Li:
Response time and energy consumption co-offloading with SLRTA algorithm in cloud-edge collaborative computing. Future Gener. Comput. Syst. 129: 64-76 (2022)
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Yongde Zhang, Fagui Liu, Bin Wang, Weiwei Lin, Guoxiang Zhong, Minxian Xu, Keqin Li:
A multi-output prediction model for physical machine resource usage in cloud data centers. Future Gener. Comput. Syst. 130: 292-306 (2022)
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Yaqin Liu, Chubo Liu, Jing Liu, Yikun Hu, Kenli Li, Keqin Li:
Mobility-Aware and Code-Oriented Partitioning Computation Offloading in Multi-Access Edge Computing. J. Grid Comput. 20(1): 11 (2022)
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Zeng Zeng, Cen Chen, Bharadwaj Veeravalli, Keqin Li, Joey Tianyi Zhou:
Introduction to the Special Issue on edge intelligence: Neurocomputing meets edge computing. Neurocomputing 472: 149-151 (2022)
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Yuntao Shou, Tao Meng, Wei Ai, Sihan Yang, Keqin Li:
Conversational emotion recognition studies based on graph convolutional neural networks and a dependent syntactic analysis. Neurocomputing 501: 629-639 (2022)
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Peng Wang, Kenli Li, Bin Xiao, Keqin Li:
Multiobjective Optimization for Joint Task Offloading, Power Assignment, and Resource Allocation in Mobile Edge Computing. IEEE Internet Things J. 9(14): 11737-11748 (2022)
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Zhao Tong, Jinhui Cai, Jing Mei, Kenli Li, Keqin Li:
Dynamic Energy-Saving Offloading Strategy Guided by Lyapunov Optimization for IoT Devices. IEEE Internet Things J. 9(20): 19903-19915 (2022)
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Tiansheng Huang, Weiwei Lin, Li Shen, Keqin Li, Albert Y. Zomaya:
Stochastic Client Selection for Federated Learning With Volatile Clients. IEEE Internet Things J. 9(20): 20055-20070 (2022)
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Song Wang, Huan Zhao, Yunbo Wang, Jing Huang, Keqin Li:
Cross-modal image-text search via Efficient Discrete Class Alignment Hashing. Inf. Process. Manag. 59(3): 102886 (2022)
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Zhao Liu, Kenli Li, Xu Zhou, Ningbo Zhu, Yunjun Gao, Keqin Li:
Multi-stage complex task assignment in spatial crowdsourcing. Inf. Sci. 586: 119-139 (2022)
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Yibi Chen, Yikun Hu, Keqin Li, Chai Kiat Yeo, Kenli Li:
Approximate personalized propagation for unsupervised embedding in heterogeneous graphs. Inf. Sci. 600: 287-300 (2022)
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Peiying Lin, Yangfan Li, Wensheng Luo, Xu Zhou, Yuanyuan Zeng, Kenli Li, Keqin Li:
Personalized query techniques in graphs: A survey. Inf. Sci. 607: 961-1000 (2022)
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Jian Lin, Xiangfei Zeng, Jianxun Liu, Keqin Li:
Angular bisector insertion algorithm for solving small-scale symmetric and asymmetric traveling salesman problem. J. Comb. Optim. 43(1): 235-252 (2022)
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Keqin Li:
Distributed and individualized computation offloading optimization in a fog computing environment. J. Parallel Distributed Comput. 159: 24-34 (2022)
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Zhao Tong, Feng Ye, Jing Mei, Bilan Liu, Keqin Li:
A novel task offloading algorithm based on an integrated trust mechanism in mobile edge computing. J. Parallel Distributed Comput. 169: 185-198 (2022)
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Jiwu Peng, Kenli Li, Jianguo Chen, Keqin Li:
HEA-PAS: A hybrid energy allocation strategy for parallel applications scheduling on heterogeneous computing systems. J. Syst. Archit. 122: 102329 (2022)
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Hui Yin, Yangfan Li, Fangmin Li, Hua Deng, Wei Zhang, Keqin Li:
An efficient and access policy-hiding keyword search and data sharing scheme in cloud-assisted IoT. J. Syst. Archit. 128: 102533 (2022)
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Sen Fang, Mingxing Duan, Kenli Li, Keqin Li:
Facial makeup transfer with GAN for different aging faces. J. Vis. Commun. Image Represent. 85: 103464 (2022)
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Tingting Li, Huan Zhao, Jing Huang, Keqin Li:
Cross-domain image translation with a novel style-guided diversity loss design. Knowl. Based Syst. 255: 109731 (2022)
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Zailong Chen, Shenghong Yang, Chubo Liu, Yikun Hu, Kenli Li, Keqin Li:
EPMC: efficient parallel memory compression in deep neural network training. Neural Comput. Appl. 34(1): 757-769 (2022)
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Zailong Chen, Chubo Liu, Wangdong Yang, Kenli Li, Keqin Li:
LAP: Latency-aware automated pruning with dynamic-based filter selection. Neural Networks 152: 407-418 (2022)
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Keqin Li:
Non-clairvoyant and randomised online task offloading in mobile edge computing. Int. J. Parallel Emergent Distributed Syst. 37(4): 413-424 (2022)
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Keqin Li:
Workload management and server speed setting for cost-performance ratio optimization. Softw. Pract. Exp. 52(12): 2635-2663 (2022)
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Weihua Bai, Jiaxian Zhu, Jialing Zhao, Wenwei Cai, Keqin Li:
An Unsupervised Multi-Dimensional Representation Learning Model for Short-Term Electrical Load Forecasting. Symmetry 14(10): 1999 (2022)
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Yupeng Hu, Linjun Wu, Zhuojun Chen, Yun Huang, Xiaolin Xu, Keqin Li, Jiliang Zhang:
STT-MRAM-Based Reliable Weak PUF. IEEE Trans. Computers 71(7): 1564-1574 (2022)
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Lihong Peng, Chang Wang, Xiongfei Tian, Liqian Zhou, Keqin Li:
Finding lncRNA-Protein Interactions Based on Deep Learning With Dual-Net Neural Architecture. IEEE ACM Trans. Comput. Biol. Bioinform. 19(6): 3456-3468 (2022)
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Song Wang, Huan Zhao, Keqin Li:
Discrete Joint Semantic Alignment Hashing for Cross-Modal Image-Text Search. IEEE Trans. Circuits Syst. Video Technol. 32(11): 8022-8036 (2022)
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Xin Jin, Dongming Zhou, Qian Jiang, Xing Chu, Shaowen Yao, Keqin Li, Wei Zhou:
How to Analyze the Neurodynamic Characteristics of Pulse-Coupled Neural Networks? A Theoretical Analysis and Case Study of Intersecting Cortical Model. IEEE Trans. Cybern. 52(7): 6354-6368 (2022)
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Hao Li, Kenli Li, Jiyao An, Keqin Li:
An Online and Scalable Model for Generalized Sparse Nonnegative Matrix Factorization in Industrial Applications on Multi-GPU. IEEE Trans. Ind. Informatics 18(1): 437-447 (2022)
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Yan Wang, Kenli Li, Xia Deng, Keqin Li:
Performance-aware cache management for energy-harvesting nonvolatile processors. J. Supercomput. 78(3): 3425-3447 (2022)
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Xinyang Wang, Lijuan Huang, Qiao Sun, Naqin Zhou, Yuehong Chen, Weiwei Lin, Keqin Li:
The g-extra diagnosability of the balanced hypercube under the PMC and MM* model. J. Supercomput. 78(5): 6995-7015 (2022)
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Yangfan Li, Kenli Li, Cen Chen, Xu Zhou, Zeng Zeng, Keqin Li:
Modeling Temporal Patterns with Dilated Convolutions for Time-Series Forecasting. ACM Trans. Knowl. Discov. Data 16(1): 14:1-14:22 (2022)
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Qiuyue Zuo, Kenli Li, Lin Xiao, Keqin Li:
Robust Finite-Time Zeroing Neural Networks With Fixed and Varying Parameters for Solving Dynamic Generalized Lyapunov Equation. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7695-7705 (2022)
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Si Chen, Guoqi Xie, Renfa Li, Keqin Li:
Uncertainty Theory Based Partitioning for Cyber-Physical Systems with Uncertain Reliability Analysis. ACM Trans. Design Autom. Electr. Syst. 27(3): 23:1-23:19 (2022)
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Jingjing Wang, Wenjun Jiang, Kenli Li, Guojun Wang, Keqin Li:
Incremental Group-Level Popularity Prediction in Online Social Networks. ACM Trans. Internet Techn. 22(1): 20:1-20:26 (2022)
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Siwang Zhou, Yi Lian, Daibo Liu, Hongbo Jiang, Yonghe Liu, Keqin Li:
Compressive Sensing Based Distributed Data Storage for Mobile Crowdsensing. ACM Trans. Sens. Networks 18(2): 25:1-25:21 (2022)
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Tongfeng Weng, Xu Zhou, Kenli Li, Peng Peng, Keqin Li:
Efficient Distributed Approaches to Core Maintenance on Large Dynamic Graphs. IEEE Trans. Parallel Distributed Syst. 33(1): 129-143 (2022)
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Yan Ding, Kenli Li, Chubo Liu, Keqin Li:
A Potential Game Theoretic Approach to Computation Offloading Strategy Optimization in End-Edge-Cloud Computing. IEEE Trans. Parallel Distributed Syst. 33(6): 1503-1519 (2022)
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Zhenli He, Kenli Li, Keqin Li:
Cost-Efficient Server Configuration and Placement for Mobile Edge Computing. IEEE Trans. Parallel Distributed Syst. 33(9): 2198-2212 (2022)
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Zihao Zeng, Chubo Liu, Zhuo Tang, Kenli Li, Keqin Li:
AccTFM: An Effective Intra-Layer Model Parallelization Strategy for Training Large-Scale Transformer-Based Models. IEEE Trans. Parallel Distributed Syst. 33(10): 4326-4338 (2022)
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Jie Feng, Lei Liu, Qingqi Pei, Keqin Li:
Min-Max Cost Optimization for Efficient Hierarchical Federated Learning in Wireless Edge Networks. IEEE Trans. Parallel Distributed Syst. 33(11): 2687-2700 (2022)
[j448]
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Tian Wang, Junlong Zhou, Liying Li, Gongxuan Zhang, Keqin Li, Xiaobo Sharon Hu:
Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit. IEEE Trans. Parallel Distributed Syst. 33(12): 3772-3786 (2022)
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Bo Yi, Xingwei Wang, Min Huang, Sajal K. Das, Keqin Li:
Fairness-Aware VNF Sharing and Rate Coordination for High Efficient Service Scheduling. IEEE Trans. Parallel Distributed Syst. 33(12): 4597-4611 (2022)
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Zeshan Hu, Kenli Li, Lin Xiao, Yaonan Wang, Mingxing Duan, Keqin Li:
Adams-Bashforth-Type Discrete-Time Zeroing Neural Networks Solving Time-Varying Complex Sylvester Equation With Enhanced Robustness. IEEE Trans. Syst. Man Cybern. Syst. 52(5): 3287-3298 (2022)
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Qiuyue Zuo, Kenli Li, Lin Xiao, Yaonan Wang, Keqin Li:
On Generalized Zeroing Neural Network Under Discrete and Distributed Time Delays and Its Application to Dynamic Lyapunov Equation. IEEE Trans. Syst. Man Cybern. Syst. 52(8): 5114-5126 (2022)
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Guoqi Xie, Xiongren Xiao, Hao Peng, Renfa Li, Keqin Li:
A Survey of Low-Energy Parallel Scheduling Algorithms. IEEE Trans. Sustain. Comput. 7(1): 27-46 (2022)
[j443]
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Zhou Zhou, Kenli Li, Jemal H. Abawajy, Mohammad Shojafar, Morshed Uddin Chowdhury, Fangmin Li, Keqin Li:
An Adaptive Energy-Aware Stochastic Task Execution Algorithm in Virtualized Networked Datacenters. IEEE Trans. Sustain. Comput. 7(2): 371-385 (2022)
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Keqin Li:
Profit Maximization in a Federated Cloud by Optimal Workload Management and Server Speed Setting. IEEE Trans. Sustain. Comput. 7(3): 668-680 (2022)
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Jiwu Peng, Kenli Li, Jianguo Chen, Keqin Li:
Reliability/Performance-Aware Scheduling for Parallel Applications With Energy Constraints on Heterogeneous Computing Systems. IEEE Trans. Sustain. Comput. 7(3): 681-695 (2022)
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Xuan Yang, Keqin Li, Yang Zhang, Xi Yu, Junli Deng, Jianxiao Liu:
EpiMCBN: A Kind of Epistasis Mining Approach Using MCMC Sampling Optimizing Bayesian Network. BIBM 2022: 2149-2156
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Yingsen Wang, Yixiao Li, Juanjuan Zhao, Guibin Wang, Weihan Jiao, Yan Qiang, Keqin Li:
A Fast and Secured Peer-to-Peer Energy Trading Using Blockchain Consensus. IAS 2022: 1-8
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Wensheng Luo, Kenli Li, Xu Zhou, Yunjun Gao, Keqin Li:
Maximum Biplex Search over Bipartite Graphs. ICDE 2022: 898-910
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Xu Zhou, Shiting Liang, Kenli Li, Yunjun Gao, Keqin Li:
Bilateral Preference-aware Task Assignment in Spatial Crowdsourcing. ICDE 2022: 1687-1699
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Liying Li, Peijin Cong, Junlong Zhou, Zonghua Gu, Keqin Li:
Data Availability Optimization for Cyber-Physical Systems. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2022: 349-356
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Liang Li, Siwei Wang, Xinwang Liu, En Zhu, Li Shen, Kenli Li, Keqin Li:
Local Sample-weighted Multiple Kernel Clustering with Consensus Discriminative Graph. CoRR abs/2207.02846 (2022)
2021
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Jianfang Li, Degui Xiao, Keqin Li, Jiazhi Li:
Graph Matching for Marker Labeling and Missing Marker Reconstruction With Bone Constraint by LSTM in Optical Motion Capture. IEEE Access 9: 34868-34881 (2021)
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Zeshan Hu, Lin Xiao, Kenli Li, Keqin Li, Jichun Li:
Performance analysis of nonlinear activated zeroing neural networks for time-varying matrix pseudoinversion with application. Appl. Soft Comput. 98: 106735 (2021)
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Weihong Chen, Guoqi Xie, Renfa Li, Keqin Li:
Execution cost minimization scheduling algorithms for deadline-constrained parallel applications on heterogeneous clouds. Clust. Comput. 24(2): 701-715 (2021)
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Rahul Yadav, Weizhe Zhang, Keqin Li, Chuanyi Liu, Asif Ali Laghari:
Managing overloaded hosts for energy-efficiency in cloud data centers. Clust. Comput. 24(3): 2001-2015 (2021)
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