Shenghao Liu

63 papers A* 6A 2B 4C 1Journal 38Unranked 12
YearRankTypeTitle / Venue / Authors
2026 A* conf
Automated Model Selection for Multivariate Time Series Forecasting.
WWW
Xiaoxuan Fan, Jiaqi Sun, Xianjun Deng, Qiankun Zhang, Wei Xiang, Shenghao Liu, Lingzhi Yi
2026 J jnl
Blockchain-Enhanced Federated Learning for Secure and Intelligent Consumer Electronics: An Overview.
IEEE Consumer Electron. Mag.
Chenlu Zhu, Shuilong Wang, Xiaoxuan Fan, Xianjun Deng, Shenghao Liu, Yuanyuan He, Celimuge Wu
2026 J jnl
DRL-Based Weakly Supervised Traffic Anomaly Detection for IoT Networks.
IEEE Trans. Netw. Sci. Eng.
Ziteng Wang, Yiheng Ruan, Xianjun Deng, Xiaoxuan Fan, Shenghao Liu, Wei Feng, Deng Zhang
2026 J jnl
Multiview Spatial-Temporal Interaction Attention- Based Multivariate Time Series Anomaly Detection for Distributed Industrial Control Networks.
IEEE Trans. Netw.
Kai Cui, Liangbin Gao, Xianjun Deng, Shenghao Liu, Lingzhi Yi, Shibo He, Hongwei Lu
2026 J jnl
Reinforcement Learning-Based Secure Communications Over MIMO Interference Channels.
IEEE Trans. Veh. Technol.
Mengqi Wang, Zhengmin Kong, Shenghao Liu, Tao Huang, Shihao Yan, Mohammad Allahbakhsh, Jinhong Yuan
2026 J jnl
Reliability Evaluation for WSNs Based on Deep Reinforcement Learning and Graph Neural Networks.
IEEE Trans. Mob. Comput.
Ziheng Xiao, Shenghao Liu, Hongwei Lu, Lingzhi Yi, Hanjun Gao, Xianjun Deng, Heng Wang, Jong Hyuk Park
2026 J jnl
SuperFL: Bridging LDP With Byzantine Robustness in Federated Learning on Non-IID Data for Low-Altitude Networks.
IEEE Trans. Cogn. Commun. Netw.
Jie Zhang, Yuanyuan He, Xianjun Deng, Xinwei Yu, Shenghao Liu, En Wang
2026 A* conf
Unsupervised Subgraph Anomaly Detection Based on Pattern Collaboration.
WWW
Jiayang Sun, Shenghao Liu, Xianjun Deng, Wei Xiang, Meng Luo, Qiankun Zhang, Dandan Zheng
2025 J jnl
APC: Adaptive Platoon Control Scheme for Urban Traffic Signal Intersections.
IEEE Trans. Veh. Technol.
Yijun Pu, Libing Wu, Zhuangzhuang Zhang, Xianjun Deng, Bingyi Liu, Enshu Wang, Shenghao Liu
2025 J jnl
Area Coverage Reliability Evaluation for Collaborative Intelligence and Meta-Computing of Decentralized Industrial Internet of Things.
IEEE Internet Things J.
Chenlu Zhu, Xiaoxuan Fan, Xianjun Deng, Shenghao Liu, Duan Yin, Hanjun Gao, Laurence T. Yang
2025 J jnl
Co-Designed Communication and Computing for Data Reliability in Industrial Cyber-Physical Systems With Cloud-Fog Automation.
IEEE J. Sel. Areas Commun.
Xiaoxuan Fan, Xianjun Deng, Shenghao Liu, Chenlu Zhu, Xinlei Zhou, Lingzhi Yi, Libing Wu, Jonghyuk Park
2025 J jnl
Conditional Diffusion Based Spatio-Temporal Imputation Model for Reliable and Intelligent Service in Consumer Electronics.
IEEE Trans. Consumer Electron.
Zhenkun Jin, Xinlei Zhou, Xiaoxuan Fan, Shenghao Liu, Xianjun Deng, Hanjun Gao, Wei Feng
2025 J jnl
Contrastive Learning-Based Speech Spoofing Detection for Multimedia Security in Edge Intelligence.
ACM Trans. Multim. Comput. Commun. Appl.
Jiaqi Sun, Xianjun Deng, Shenghao Liu, Xiaoxuan Fan, Yongling Huang, Yuanyuan He, Celimuge Wu, James Jong Hyuk Park
2025 J jnl
Correlation-Aware Cross-Modal Attention Network for Fashion Compatibility Modeling in UGC Systems.
ACM Trans. Multim. Comput. Commun. Appl.
Kai Cui, Shenghao Liu, Wei Feng, Xianjun Deng, Liangbin Gao, Minmin Cheng, Hongwei Lu, Laurence T. Yang
2025 J jnl
DGPR: Towards privacy-preserving recommendation via Bayesian data generation.
Knowl. Based Syst.
Shenghao Liu, Guoyang Wu, Xianjun Deng, Hongwei Lu, Yuanyuan He, Minmin Cheng, Laurence T. Yang
2025 A* conf
DiMa: Understanding the Hardness of Online Matching Problems via Diffusion Models.
ICML
Boyu Zhang, Aocheng Shen, Bing Liu, Qiankun Zhang, Bin Yuan, Jing Wang, Shenghao Liu, Xianjun Deng
2025 J jnl
Effective Multivariate Voice Liveness Detection System for Internet of Things Security.
IEEE Trans. Netw.
Xiaoxuan Fan, Jiaqi Sun, Xianjun Deng, Shibo He, Shenghao Liu, Lingzhi Yi, Jing Wang, Laurence Tianruo Yang
2025 J jnl
Energy-Efficient and Privacy-Preserving Edge Intelligence for 6G-Empowered Intelligent Transportation System.
IEEE Netw.
Chenlu Zhu, Xiaoxuan Fan, Xianjun Deng, Ziheng Xiao, Tingting Guo, Shenghao Liu, Jiaqi Sun, Jong Hyuk Park
2025 J jnl
Graph-Empowered Multidimensional Target Full-Coverage Reliability for Internet of Everything.
IEEE Internet Things J.
Chenlu Zhu, Wujie Zheng, Xiaoxuan Fan, Xianjun Deng, Shenghao Liu, Lingzhi Yi, Wei Xi, Young-Sik Jeong
2025 J jnl
Intelligent Management and Computing for Trustworthy Services Under 6G-Empowered Cyber-Physical-Social System.
IEEE Netw.
Chenlu Zhu, Xiaoxuan Fan, Wujie Zheng, Suning Chen, Shenghao Liu, Xianjun Deng, Young-Sik Jeong
2025 J jnl
Minimum-cost based hidden Markov model with speed constraint for intruder trajectory recovery in utility tunnels.
Int. J. Mach. Learn. Cybern.
Wenbin Song, Baijian Yin, Xinwei Li, Shuai Wang, Shuai Wang, Tian He, Zhao-Dong Xu, Shenghao Liu
2025 J jnl
Mining User-Item Interactions via Knowledge Graph for Recommendation.
Trans. Recomm. Syst.
Shenghao Liu, Lingyun Lu, Bang Wang
2025 — conf
NALI: NUMA-Aware Adaptive Learned Index for In-Memory Multi-core Databases.
APWeb-WAIM (2)
Ruiben Zhou, Yihuan Zhou, Shenghao Liu, Meng Li, Xianjun Deng, Haipeng Dai
2025 J jnl
Reinforcement-Learning-Based Coverage Maximization Under Full Connectivity Constraints in Mobile Wireless Sensor Network.
IEEE Internet Things J.
Yunzhi Xia, Xianjun Deng, Xiao Tang, Shenghao Liu, Lingzhi Yi, Chenlu Zhu, Laurence T. Yang
2025 B conf
SecFinder: An IoT Device Identification System Based on Flow-level Traffic in Smart Home.
ICPADS
Ning Zhang, Suning Chen, Shenghao Liu, Xianjun Deng, Yuanyuan He, Wei Xiang, Meng Li
2025 J jnl
Spoof Speech Detection Based on Efficient Attention and Residual Network for Smart Consumer Electronics.
IEEE Trans. Consumer Electron.
Yongling Huang, Chenlu Zhu, Laurence T. Yang, Yiheng Ruan, Xianjun Deng, Shenghao Liu, Rui Hou
2025 J jnl
Tensor Fusion-Based Ethereum Phishing Scams Detection From Fund Transfer Patterns in Social Fintech.
IEEE Trans. Comput. Soc. Syst.
Shuilong Wang, Laurence T. Yang, Xianjun Deng, Cannian Zou, Hanjun Gao, Shenghao Liu, Wei Feng
2025 J jnl
Tensor and Minimum Connected Dominating Set Based Confident Information Coverage Reliability Evaluation for IoT.
IEEE Trans. Sustain. Comput.
Ziheng Xiao, Chenlu Zhu, Wei Feng, Shenghao Liu, Xianjun Deng, Hongwei Lu, Laurence T. Yang, Jong Hyuk Park
2025 A* conf
Understanding the Unfairness in Network Quantization.
ICML
Bing Liu, Wenjun Miao, Boyu Zhang, Qiankun Zhang, Bin Yuan, Jing Wang, Shenghao Liu, Xianjun Deng
2024 J jnl
A Partially Labeled Anomaly Data Detection Approach Based on Prioritized Deep Reinforcement Learning for Consumer Electronics Security.
IEEE Trans. Consumer Electron.
Shuqi Qin, Shenghao Liu, Shengjie Ye, Xiaoxuan Fan, Minmin Cheng, Yuanyuan He, Xianjun Deng, Jong Hyuk Park
2024 J jnl
A long-short dual-mode knowledge distillation framework for empirical asset pricing models in digital financial networks.
Connect. Sci.
Yuanyuan Yi, Kai Cui, Minghua Xu, Lingzhi Yi, Kun Yi, Xinlei Zhou, Shenghao Liu, Gefei Zhou
2024 A conf
DCSANet: Dual Cross-channel and Spatial Attention Make RGB-T Object Detection Better.
IROS
Xiaoxiong Lan, Shenghao Liu, Zhiyong Zhang, Changzhen Qiu
2024 — conf
DOA Estimation of Coherent Signals Based on Atomic Norm Minimization in Signal Subspace.
CSAI
Huijing Dou, Yao Lu, Yuxin Zhang, Shenghao Liu
2024 J jnl
Distinguishing latent interaction types from implicit feedbacks for recommendation.
Inf. Sci.
Lingyun Lu, Bang Wang, Zizhuo Zhang, Shenghao Liu
2024 J jnl
Distributed Optimization of Multi-Role UAV Functionality Switching and Trajectory for Security Task Offloading in UAV-Assisted MEC.
IEEE Trans. Veh. Technol.
Liang Zhong, Yuyang Liu, Xianjun Deng, Celimuge Wu, Shenghao Liu, Laurence T. Yang
2024 J jnl
Dual-Side Adversarial Learning Based Fair Recommendation for Sensitive Attribute Filtering.
ACM Trans. Knowl. Discov. Data
Shenghao Liu, Yu Zhang, Lingzhi Yi, Xianjun Deng, Laurence T. Yang, Bang Wang
2024 B conf
ENSIOT: A Stacking Ensemble Learning Approach for IoT Device Identification.
IWQoS
Kangli Niu, Shenghao Liu, Lingzhi Yi, Xianjun Deng, Suning Chen, Laurence T. Yang, Minmin Cheng
2024 J jnl
Learning multi-granularity semantic interactive representation for joint low-light image enhancement and super-resolution.
Inf. Fusion
Jing Ye, Shenghao Liu, Changzhen Qiu, Zhiyong Zhang
2024 J jnl
Towards platform profit-aware fairness in personalized recommendation.
Int. J. Mach. Learn. Cybern.
Shenghao Liu, Jiayang Sun, Xianjun Deng, Heng Wang, Wei Liu, Chenlu Zhu, Laurence T. Yang, Celimuge Wu
2024 B conf
TrustGo: Trust Mining and Multi-semantic Regularization in Social Recommendation.
ICMR
Shenghao Liu, Yuqin Lan, Xianjun Deng, Lingzhi Yi, Chenlu Zhu, Laurence T. Yang, Jong Hyuk Park
2023 J jnl
A Trust-Based Reliable Confident Information Coverage Model of Wireless Sensor Networks for Intelligent Transportation.
IEEE Trans. Veh. Technol.
Yunzhi Xia, Xianjun Deng, Lingzhi Yi, Shenghao Liu, Laurence T. Yang, Chenlu Zhu, Xiao Tang
2023 A* conf
Graph Sampling based Fairness-aware Recommendation over Sensitive Attribute Removal.
ICDM
Shenghao Liu, Guoyang Wu, Xianjun Deng, Hongwei Lu, Bang Wang, Laurence T. Yang, James J. Park
2023 — conf
High Efficiency and High-Speed Silicon Optical Modulators.
ICTON
Dave J. Thomson, Weiwei Zhang, Martin Ebert, Ke Li, Bigeng Chen, Shenghao Liu, Wei Cao, Fanfan Meng, Xingzhao Yan, Han Du, Mehdi Banakar, Dehn T. Tran, Callum George Littlejohns, Graham T. Reed
2023 J jnl
MultiFDF: Multi-Community Clustering for Fairness-Aware Recommendation.
IEEE Trans. Comput. Soc. Syst.
Bang Wang, Shipeng Song, Shenghao Liu, Xianjun Deng
2023 A conf
VRKG4Rec: Virtual Relational Knowledge Graph for Recommendation.
WSDM
Lingyun Lu, Bang Wang, Zizhuo Zhang, Shenghao Liu, Han Xu
2022 — conf
CUE: Compound Uniform Encoding for Writer Retrieval.
MSN
Jiakai Luo, Hongwei Lu, Xin Nie, Shenghao Liu, Xianjun Deng, Chenlu Zhu
2022 B conf
Coverage Reliability of IoT Intrusion Detection System based on Attack-Defense Game Design.
TrustCom
Siyu Sun, Xiaoxuan Fan, Yunzhi Xia, Chenlu Zhu, Shenghao Liu, Lingzhi Yi
2022 J jnl
HNF: Hybrid Neural Filtering Based on Centrality-Aware Random Walk for Personalized Recommendation.
IEEE Trans. Netw. Sci. Eng.
Shenghao Liu, Bang Wang, Laurence T. Yang, Philip S. Yu
2022 — conf
Multicommunity Graph Convolution Networks with Decision Fusion for Personalized Recommendation.
PAKDD (3)
Shenghao Liu, Bang Wang, Bin Liu, Laurence T. Yang
2022 — conf
Ordinal Data Stream Collection with Condensed Local Differential Privacy.
HPCC/DSS/SmartCity/DependSys
Yuanyuan He, Fayao Wang, Xianjun Deng, Jianbing Ni, Jun Feng, Shenghao Liu
2022 J jnl
Self-Attentive Graph Convolution Network With Latent Group Mining and Collaborative Filtering for Personalized Recommendation.
IEEE Trans. Netw. Sci. Eng.
Shenghao Liu, Bang Wang, Xianjun Deng, Laurence T. Yang
2022 J jnl
Virtual Relational Knowledge Graphs for Recommendation.
CoRR
Lingyun Lu, Bang Wang, Zizhuo Zhang, Shenghao Liu, Han Xu
2020 — conf
25 Gbit/S Silicon Based Modulators for the 2 μm Wavelength Band.
OFC
Wei Cao, Milos Nedeljkovic, Shenghao Liu, Callum George Littlejohns, David J. Thomson, Frederic Y. Gardes, Zhengqi Ren, Ke Li, Graham T. Reed, Goran Z. Mashanovich
2020 — conf
Beyond 100-Gb/s Direct-Detection Transmission using an Optical Receiver Co-Integrated with a 28-nm CMOS Gain-Tunable Fully-Differential TIA.
OFC
Yang Hong, Ke Li, Cosimo Lacava, Shenghao Liu, David J. Thomson, Fanfan Meng, Xiaoke Ruan, Fan Zhang, Graham T. Reed, Periklis Petropoulos
2020 — conf
High Performance Silicon Optical Modulators.
ICTON
David J. Thomson, Weiwei Zhang, Kapil Debnath, Bigeng Chen, Ke Li, Shenghao Liu, Martin Ebert, Jamie D. Reynolds, Fanfan Meng, Ali Z. Khokhar, Callum George Littlejohns, James Byers, Muhammad K. Husain, Frederic Y. Gardes, Shinichi Saito, Graham T. Reed
2019 J jnl
Evolving graph construction for successive recommendation in event-based social networks.
Future Gener. Comput. Syst.
Shenghao Liu, Bang Wang, Minghua Xu, Laurence T. Yang
2019 J jnl
Semantic-Enhanced and Context-Aware Hybrid Collaborative Filtering for Event Recommendation in Event-Based Social Networks.
IEEE Access
Minghua Xu, Shenghao Liu
2019 — conf
Silicon Optical Modulators for Data Transmission in Different Wavelength Bands.
ICTON
David J. Thomson, Ke Li, Wei Cao, David Hagan, Shenghao Liu, Fanfan Meng, Milos Nedeljkovic, Ali Z. Khokhar, Callum George Littlejohns, Weiwei Zhang, Martin Ebert, Abdul Shakoor, Bigeng Chen, Shaif-Ul Alam, Junjia Wang, Xia Chen, Lorenzo Mastronardi, Mehdi Banakar, Lee Crudgington, Frederic Y. Gardes, Jia Xu Brian Sia, Wanjun Wang, Zhongliang Qiao, Xiang Li, Xin Guo, Hong Wang, Peter Wilson, Goran Z. Mashanovich, Andy Knights, Graham T. Reed
2018 — conf
Co-Design of Electronics and Photonics Components for Silicon Photonics Transmitters.
ECOC
Ke Li, Dave J. Thomson, Shenghao Liu, Fanfan Meng, Abdul Shakoor, Ali Z. Khokhar, Wei Cao, Weiwei Zhang, Peter Wilson, Graham T. Reed
2018 J jnl
SERGE: Successive Event Recommendation Based on Graph Entropy for Event-Based Social Networks.
IEEE Access
Shenghao Liu, Bang Wang, Minghua Xu
2018 — conf
Towards High Speed and Low Power Silicon Photonic Data Links.
ICTON
David J. Thomson, Kapil Debnath, Weiwei Zhang, Ke Li, Shenghao Liu, Fanfan Meng, Ali Z. Khokhar, Callum George Littlejohns, James Byers, Lorenzo Mastronardi, Muhammad K. Husain, Frederic Y. Gardes, Shinichi Saito, Xia Chen, Milan M. Milosevic, Yohann Franz, Antoine F. J. Runge, Sakellaris Mailis, Anna C. Peacock, Peter Wilson, Graham T. Reed
2017 A* conf
Event Recommendation based on Graph Random Walking and History Preference Reranking.
SIGIR
Shenghao Liu, Bang Wang, Minghua Xu
2015 C conf
A temperature independent driver for Mach-Zehnder modulators.
ISCAS
Shenghao Liu, Ke Li, Peter Wilson