Liang Dai

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 46

Top Venues

CoRR

ISCC

J. Chem. Inf. Model.

IEEE Signal Process. Lett.

Uppsala University, Sweden (PHD)

Education History

Uppsala University, Sweden

PHD

Publications

Song Wang, Dailing Hou, Yixin Guo, Liang Dai
The mediation effect of innovation in the domestic and international economic development circulation. Technol. Anal. Strateg. Manag. 36 (5) (2024)
Liang Dai, Kejie Lyu, Chengcheng Zhang, Guangming Zhao, Zhonglin Zu, Liang Wang, Bo Zheng
Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization. AAAI (2024)
Liang Dai, Jia Zhang, Guodong Du, Candong Li, Rong Wei, Shaozi Li
Toward embedding-based multi-label feature selection with label and feature collaboration. Neural Comput. Appl. 35 (6) (2023)
Liang Dai, Zhonglin Zu, Hao Wu, Liang Wang, Bo Zheng
Fairness-aware Guaranteed Display Advertising Allocation under Traffic Cost Constraint. WWW (2023)
Liang Dai, Kejie Lyu, Chengcheng Zhang, Guangming Zhao, Zhonglin Zu, Liang Wang, Bo Zheng
Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization. CoRR (2023)
Liang Dai, Hangyu Tian, Dingxuan Ju, Hongke Xu
Energy-Delay Tradeoff in Parallel Task Allocation and Execution for Autonomous Platooning Applications. PDCAT (2022)
Liang Dai, Wenchao Chen, Yanwei Liu, Antonios Argyriou, Chang Liu, Tao Lin, Penghui Wang, Zhen Xu, Bo Chen
Switching Gaussian Mixture Variational RNN for Anomaly Detection of Diverse CDN Websites. INFOCOM (2022)
Yun Meng, Xinyi Liu, Liang Dai, He Huang
Graph Similarity-Based Maximum Stable Subgraph Extraction of Information Topology From a Vehicular Network. IEEE Trans. Intell. Transp. Syst. 23 (1) (2022)
Xiao Cheng, Chuanren Liu, Liang Dai, Peng Zhang, Zhen Fang, Zhonglin Zu
An Adaptive Unified Allocation Framework for Guaranteed Display Advertising. WSDM (2022)
Kaiyuan Yang, Houjing Huang, Olafs Vandans, Adithya Murali, Fujia Tian, Roland H. C. Yap, Liang Dai
Applying Deep Reinforcement Learning to the HP Model for Protein Structure Prediction. CoRR (2022)
Wei Sun, Liang Dai, Xiaorui Zhang, Pengshuai Chang, Xiaozheng He
RSOD: Real-time small object detection algorithm in UAV-based traffic monitoring. Appl. Intell. 52 (8) (2022)
Yongjun Zang, Luyang Tai, Yuanyang Hu, Yu Wang, Hongbin Sun, Xiaoan Wen, Haoliang Yuan, Liang Dai
Discovery of a Novel Macrocyclic ATP Citrate Lyase Inhibitor. J. Chem. Inf. Model. 62 (12) (2022)
Wenchao Chen, Long Tian, Bo Chen, Liang Dai, Zhibin Duan, Mingyuan Zhou
Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection. ICML (2022)
Jiyan Sun, Tao Lin, Yinlong Liu, Xin Wang, Bo Jiang, Liru Geng, Pengkun Jing, Liang Dai
iSwift: Fast and Accurate Impact Identification for Large-scale CDNs. IWQoS (2022)
Chaoqun Li, Liang Dai, Delin Kong, Zhen Xu, Yanni Han
A Byte-level Autoencoder-based Method to Detect Malicious Open Resolver. CSCWD (2022)
Qunhui Zhang, Mengzhe Lu, Liang Dai
On Mixed Model for Improvement in Stock Price Forecasting. Comput. Syst. Sci. Eng. 41 (2) (2022)
Chang Liu, Yanwei Liu, Zhen Xu, Liang Dai
RAPMiner: A Generic Anomaly Localization Mechanism for CDN System with Multi-dimensional KPIs. DSN (2022)
Hengzhi Sun, Jinzheng Wang, Shengjie Liu, Xinyu Zhou, Liang Dai, Caiping Chen, Qinglong Xu, Xiaoan Wen, Keguang Cheng, Hongbin Sun, Haoliang Yuan
Discovery of Novel Small Molecule Inhibitors Disrupting the PCSK9-LDLR Interaction. J. Chem. Inf. Model. 61 (10) (2021)
Liang Dai, Tianquan Chen, Yiming Zhai, Guiping Wang
Energy-Efficient Distributed Packet Scheduling Optimization Strategy in Cooperative Vehicle Infrastructure Systems. Wirel. Commun. Mob. Comput. 2021 (2021)
Chaoqun Li, Qian Tan, Zhen Xu, Xi Luo, Liang Dai
Security Analysis of DNS Open Resolvers by Continuous and Ambulatory Detection. ISCC (2021)
Liang Dai, Tao Lin, Chang Liu, Bo Jiang, Yanwei Liu, Zhen Xu, Zhi-Li Zhang
SDFVAE: Static and Dynamic Factorized VAE for Anomaly Detection of Multivariate CDN KPIs. WWW (2021)
Chaoqun Li, Liang Dai, Zhen Xu, Ying Ding, Yanni Han
A Message-Based Malicious Detection Scheme of Public DNS Services. HPCC/DSS/SmartCity/DependSys (2021)
Liang Dai, Mohamed-Rafik Bouguelia
Testing Exchangeability With Martingale for Change-Point Detection. Int. J. Ambient Comput. Intell. 12 (2) (2021)
Qian Qiu, Liang Dai, Guiping Wang
Freshness and Power Balancing Scheduling for Cooperative Vehicle-Infrastructure System. ICA3PP (2) (2021)
Tianyu Yu, Liang Dai, Zhifeng Zhao, Weifeng Lyu, Mi Lin
Study of Work-Function Variation on Performance of Dual-Metal Gate Fin Field-Effect Transistor. MLIS (2020)
Zhilei Liu, Tao Lin, Liang Dai, Jiyan Sun, Yanjie Hu, Yan Zhang, Zhen Xu
A Feedback Mechanism for Prediction-based Anomaly Detection In Content Delivery Networks. ISCC (2020)
Liang Dai, Zhiqi Feng, Rili Zha, Keguang Cheng, Xiaoan Wen, Hongbin Sun, Haoliang Yuan
Discovery of Novel Peroxisome Proliferator-Activated Receptor α (PPARα) Agonists by Virtual Screening and Biological Evaluation. J. Chem. Inf. Model. 60 (3) (2020)
Liang Dai, Guodong Du, Jia Zhang, Candong Li, Rong Wei, Shaozi Li
Joint multilabel classification and feature selection based on deep canonical correlation analysis. Concurr. Comput. Pract. Exp. 32 (22) (2020)
James G. Shanahan, Liang Dai
Introduction to Computer Vision and Real Time Deep Learning-based Object Detection. KDD (2020)
Zhenqiang Sun, Jia Zhang, Liang Dai, Candong Li, Changen Zhou, Jiliang Xin, Shaozi Li
Mutual information based multi-label feature selection via constrained convex optimization. Neurocomputing 329 (2019)
Liang Dai, Ram Akella
Lifetime reward optimization for online ads experiment. MLDM (2) (2019)
Chang Liu, Liang Dai, Wenjing Cui, Tao Lin
A Byte-level CNN Method to Detect DNS Tunnels. IPCCC (2019)
Wei-feng Lü, Liang Dai
Impact of work-function variation on analog figures-of-merits for high-k/metal-gate junctionless FinFET and gate-all-around nanowire MOSFET. Microelectron. J. 84 (2019)
Yudan Liu, Tao Lin, Zhilei Liu, Liang Dai
A Cache-Aware Approach for Dynamic Adaptive Video Streaming over HTTP. ISCC (2019)
Liang Dai, Yang Mei, Chao Qiao, Yun Meng, Jinming Lv
基于深度学习的短时交通量预测研究综述 (Survey on Short-term Traffic Flow Forecasting Based on Deep Learning). 计算机科学 46 (3) (2019)
James G. Shanahan, Liang Dai
Realtime Object Detection via Deep Learning-based Pipelines. CIKM (2019)
Liang Dai, Jia Zhang, Candong Li, Changen Zhou, Shaozi Li
Multi-label feature selection with application to TCM state identification. Concurr. Comput. Pract. Exp. 31 (23) (2019)
Liang Dai
Asset bundling and information acquisition of investors with different expertise. J. Econ. Theory 175 (2018)
Wei-feng Lü, Liang Dai, Mi Lin, Haipeng Zhang
Impact of Ferroelectric Layer Thickness on Negative Capacitance Mosfets. FSDM (2018)
Jia Zhang, Candong Li, Donglin Cao, Yaojin Lin, Songzhi Su, Liang Dai, Shaozi Li
Multi-label learning with label-specific features by resolving label correlations. Knowl. Based Syst. 159 (2018)
Lifei Wei, Lei Zhang, Dongmei Huang, Kai Zhang, Liang Dai, Guojian Wu
PSDAAP: Provably Secure Data Authenticated Aggregation Protocols Using Identity-Based Multi-Signature in Marine WSNs. Sensors 17 (9) (2017)
James Shanahan, Liang Dai
Large Scale Distributed Data Science from scratch using Apache Spark 2.0. WWW (Companion Volume) (2017)
Liang Dai, Nikolaos M. Freris
Fully distributed PageRank computation with exponential convergence. CoRR (2017)
Liang Dai, Thomas B. Schön
Using Convolution to Estimate the Score Function for Intractable State-Transition Models. IEEE Signal Process. Lett. 23 (4) (2016)
Ting Chen, Xiangmo Zhao, Liang Dai, Licheng Zhang, Jiarui Wang
A Novel Texture Feature Description Method Based on the Generalized Gabor Direction Pattern and Weighted Discrepancy Measurement Model. Symmetry 8 (11) (2016)
Liang Dai, Chung-Horng Lung, Shikharesh Majumdar
BFilter: Efficient XML Message Filtering and Matching in Publish/Subscribe Systems. J. Softw. 11 (4) (2016)
Liang Dai, Thomas B. Schön
A New Structure Exploiting Derivation of Recursive Direct Weight Optimization. IEEE Trans. Autom. Control. 60 (6) (2015)
James G. Shanahan, Liang Dai
Large Scale Distributed Data Science using Apache Spark. KDD (2015)
Liang Dai, Thomas B. Schön
On the Exponential Convergence of the Kaczmarz Algorithm. IEEE Signal Process. Lett. 22 (10) (2015)
Liang Dai, Kristiaan Pelckmans, Er-Wei Bai
Identifiability and convergence analysis of the MINLIP estimator. Autom. 51 (2015)
Li Lu, Bozorgmehr Vosooghi, Liang Dai, Changzhi Li
A 0.7 V Relative Temperature Sensor With a Non-Calibrated $\pm 1~^{\circ}{\rm C}$ 3$\sigma$ Relative Inaccuracy. IEEE Trans. Circuits Syst. I Regul. Pap. (10) (2015)
Liang Dai, Yuesheng Zhu, Guibo Luo, Chao He, Han-Chi Lin
A Real-Time Visual Tracking Approach Using Sparse Autoencoder and Extreme Learning Machine. Unmanned Syst. 3 (4) (2015)
Liang Dai, Kristiaan Pelckmans
On the nuclear norm heuristic for a Hankel matrix completion problem. Autom. 51 (2015)
Liang Dai, Huiyun Li, Guoqing Xu, Liying Xiong
A Statistical Model to Predict Success Rate of Ion Fault Injection Attacks for Cryptographic ICs. CIS (2014)
Liang Dai, Zhong Shen, Ting Chen, Yilin Chang
Analysis and modeling of task scheduling in wireless sensor network based on divisible load theory. Int. J. Commun. Syst. 27 (5) (2014)
Liang Dai, Mojtaba Soltanalian, Kristiaan Pelckmans
On the Randomized Kaczmarz Algorithm. IEEE Signal Process. Lett. 21 (3) (2014)
Liang Dai
Viewing the Welch bound inequality from the kernel trick viewpoint. CoRR (2014)
Liang Dai, Mojtaba Soltanalian, Kristiaan Pelckmans
On the Randomized Kaczmarz Algorithm. CoRR (2014)
Liang Dai, Kristiaan Pelckmans
Sparse Estimation From Noisy Observations of an Overdetermined Linear System. CoRR (2014)
Lirui Hu, Liang Dai, Jianguo Wu
Convergent Projective Non-negative Matrix Factorization with Kullback-Leibler Divergence. Pattern Recognit. Lett. 36 (2014)
Liang Dai, Hongke Xu, Ting Chen, Chao Qian, Lijing Xie
A Multi-objective Optimization Algorithm of Task Scheduling in WSN. Int. J. Comput. Commun. Control 9 (2) (2014)
Liang Dai, Thomas B. Schön
A new structure exploiting derivation of recursive direct weight optimization. CoRR (2014)
Liang Dai, Wen Qin, Hongke Xu, Ting Chen, Chao Qian
Urban traffic flow prediction: A MapReduce based parallel multivariate linear regression approach. ITSC (2014)
Liang Dai, Kristiaan Pelckmans
Sparse estimation from noisy observations of an overdetermined linear system. Autom. 50 (11) (2014)
Liang Dai, Thomas B. Schön
On the exponential convergence of the Kaczmarz algorithm. CoRR (2014)
Liang Dai, Yuesheng Zhu, Guibo Luo, Chao He
A low-complexity visual tracking approach with single hidden layer neural networks. ICARCV (2014)
Liang Dai, Kristiaan Pelckmans
On the Nuclear Norm heuristic for a Hankel matrix Recovery Problem CoRR (2012)
Liang Dai, Kristiaan Pelckmans
An ellipsoid based, two-stage screening test for BPDN. EUSIPCO (2012)
Kristiaan Pelckmans, Liang Dai
A simple recursive algorithm for learning a Monotone Wiener system. CDC/ECC (2011)
Liang Dai, Yilin Chang, Zhong Shen
An Optimal Task Scheduling Algorithm in Wireless Sensor Networks. Int. J. Comput. Commun. Control 6 (1) (2011)
Liang Dai, Yilin Chang, Zhong Shen
A Non-cooperative Game Algorithm for Task Scheduling in Wireless Sensor Networks. Int. J. Comput. Commun. Control 6 (4) (2011)
Liang Dai, Hongke Xu, Ting Chen
A Task Scheduling Strategy in Heterogeneous Multi-sinks Wireless Sensor Networks. J. Networks 6 (11) (2011)
Liang Dai, Chung-Horng Lung, Shikharesh Majumdar
BFilter - A XML Message Filtering and Matching Approach in Publish/Subscribe Systems. GLOBECOM (2010)
Liang Dai, Xuekang Sun, Hao Chen
A new Selective Signal Detection based on Iterative Joint Channel Estimation in MIMO-OFDM systems. WCNIS (2010)
Jonathan Wellons, Liang Dai, Yuan Xue, Yui Cui
Augmenting predictive with oblivious routing for wireless mesh networks under traffic uncertainty. Comput. Networks 54 (2) (2010)
Liang Dai, Yilin Chang, Zhong Shen
ETSA: An Efficient Task Scheduling Algorithm in Wireless Sensor Networks. ICICA (LNCS) (2010)
Ying Zhang, Zhong Shen, Yilin Chang, Zhongjiang Yan, Liang Dai
A Signal Aware Movement Control Algorithm for GPS-free Ad Hoc Networks. J. Convergence Inf. Technol. 5 (9) (2010)
Liang Dai, Yanchuan Cao, Yi Cui, Yuan Xue
On scalability of proximity-aware peer-to-peer streaming. Comput. Commun. 32 (1) (2009)
Yi Cui, Yanchuan Cao, Liang Dai, Yuan Xue
Optimizing P2P streaming throughput under peer churning. Multim. Syst. 15 (2) (2009)
Liang Dai, Xiao-lin Shen, Lu Yu
Intraframe Bitrate Prediction Method for H.264/AVC. ISCAS (2009)
Bin Chang, Liang Dai, Yi Cui, Yuan Xue
On Feasibility of P2P On-Demand Streaming via Empirical VoD User Behavior Analysis. ICDCS Workshops (2008)
Liang Dai, Yuan Xue, Bin Chang, Yanchuan Cao, Yi Cui
Optimal Routing for Wireless Mesh Networks With Dynamic Traffic Demand. Mob. Networks Appl. 13 (1-2) (2008)
Meng Zhang, Zhixiang Jiang, Zichuang Li, Cheng Huang, Liang Dai
A newly high-speed equalizer for QAM signals. APCCAS (2008)
Jonathan Wellons, Liang Dai, Yuan Xue, Yi Cui
Predictive or Oblivious: A Comparative Study of Routing Strategies for Wireless Mesh Networks under Uncertain Demand. SECON (2008)
Liang Dai, Yuan Xue, Bin Chang, Yanchuan Cao, Yi Cui
Integrating Traffic Estimation and Routing Optimization for Multi-Radio Multi-Channel Wireless Mesh Networks. INFOCOM (2008)
Liang Dai, Yi Cui, Yuan Xue
Maximizing Throughput in Layered Peer-to-Peer Streaming. ICC (2007)
Yi Cui, Liang Dai, Yuan Xue
Optimizing P2P Streaming Throughput Under Peer Churning. GLOBECOM (2007)
Liang Dai, Yi Cui, Yuan Xue
On Scalability of Proximity-Aware Peer-to-Peer Streaming. INFOCOM (2007)
Liang Dai, Yuan Xue, Bin Chang, Yi Cui
Throughput Optimization Routing Under Uncertain Demand for Wireless Mesh Networks. MASS (2007)
Taojun Wu, Liang Dai, Yuan Xue, Yi Cui
Digital Rights Management for Video Sensor Network. ISM (2006)
Min Chen, Kevin H. Wang, Desong Zhao, Liang Dai, Zaw Soe, Paul Rogers
A CMOS Bluetooth radio transceiver using a sliding-IF architecture. CICC (2003)
William B. Wilson, Un-Ku Moon, Kadaba R. Lakshmikumar, Liang Dai
A CMOS self-calibrating frequency synthesizer. IEEE J. Solid State Circuits 35 (10) (2000)
Liang Dai, Ramesh Harjani
Comparison and analysis of phase noise in ring oscillators. ISCAS (2000)
Liang Dai, Ramesh Harjani
CMOS switched-op-amp-based sample-and-hold circuit. IEEE J. Solid State Circuits 35 (1) (2000)
Liang Dai, Ramesh Harjani
Analysis and design of low-phase-noise ring oscillators. ISLPED (2000)

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Publication Activity (10 Years)

Top Topics

Top Venues

Liang Dai