Shijian Li

Orcid: 0000-0001-5846-3065

According to our database1, Shijian Li authored at least 110 papers between 2004 and 2024.

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Bibliography

2024
PU-Detector: A PU Learning-based Framework for Real Money Trading Detection in MMORPG.
ACM Trans. Knowl. Discov. Data, May, 2024

Generalizable Sleep Staging via Multi-Level Domain Alignment.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Unsupervised Domain Adaptation for Crime Risk Prediction Across Cities.
IEEE Trans. Comput. Soc. Syst., December, 2023

Pyramid-VAE-GAN: Transferring hierarchical latent variables for image inpainting.
Comput. Vis. Media, December, 2023

RM-FSP: Regret minimization optimizes neural fictitious self-play.
Neurocomputing, September, 2023

Adaptive cooperative exploration for reinforcement learning from imperfect demonstrations.
Pattern Recognit. Lett., January, 2023

Spatio-temporal analysis of urban crime leveraging multisource crowdsensed data.
Pers. Ubiquitous Comput., 2023

Multi-Depth Branches Network for Efficient Image Super-Resolution.
CoRR, 2023

Session-based Interactive Recommendation via Deep Reinforcement Learning.
Proceedings of the IEEE International Conference on Data Mining, 2023

Efficient Interactive Recommendation via Huffman Tree-based Policy Learning.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Loan Fraud Users Detection in Online Lending Leveraging Multiple Data Views.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Answering medical questions in Chinese using automatically mined knowledge and deep neural networks: an end-to-end solution.
BMC Bioinform., December, 2022

Understanding Smartphone Users From Installed App Lists Using Boolean Matrix Factorization.
IEEE Trans. Cybern., 2022

Memory-efficient distribution-guided experience sampling for policy consolidation.
Pattern Recognit. Lett., 2022

Dynamic road crime risk prediction with urban open data.
Frontiers Comput. Sci., 2022

Rapid Earthquake Magnitude Estimation Using Deep Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022

T-Detector: A Trajectory based Pre-trained Model for Game Bot Detection in MMORPGs.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021
HisRect: Features from Historical Visits and Recent Tweet for Co-Location Judgement.
IEEE Trans. Knowl. Data Eng., 2021

Player Behavior Modeling for Enhancing Role-Playing Game Engagement.
IEEE Trans. Comput. Soc. Syst., 2021

ESCORT: Fine-Grained Urban Crime Risk Inference Leveraging Heterogeneous Open Data.
IEEE Syst. J., 2021

A Monte Carlo Neural Fictitious Self-Play approach to approximate Nash Equilibrium in imperfect-information dynamic games.
Frontiers Comput. Sci., 2021

Optimize Neural Fictitious Self-Play in Regret Minimization Thinking.
CoRR, 2021

Sync-Switch: Hybrid Parameter Synchronization for Distributed Deep Learning.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

2020
Forecasting Price Trend of Bulk Commodities Leveraging Cross-domain Open Data Fusion.
ACM Trans. Intell. Syst. Technol., 2020

Gender Profiling From a Single Snapshot of Apps Installed on a Smartphone: An Empirical Study.
IEEE Trans. Ind. Informatics, 2020

Recovering the Missing Regions in Crystal Structures from the Nuclear Magnetic Resonance Measurement Data Using Matrix Completion Method.
J. Comput. Biol., 2020

Perception-enhancement based task learning and action scheduling for robotic limb in CPS environment.
Future Gener. Comput. Syst., 2020

Efficient Novelty Search Through Deep Reinforcement Learning.
IEEE Access, 2020

Maximum Entropy Reinforcement Learning with Evolution Strategies.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Characterizing and Modeling Distributed Training with Transient Cloud GPU Servers.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

PERSEUS: Characterizing Performance and Cost of Multi-Tenant Serving for CNN Models.
Proceedings of the 2020 IEEE International Conference on Cloud Engineering, 2020

2019
Lighting Deviation Correction for Integrating-Sphere Multispectral Imaging Systems.
Sensors, 2019

User profiling from their use of smartphone applications: A survey.
Pervasive Mob. Comput., 2019

Scaled Alternating Steepest Descent Algorithm Applied for Protein Structure Determination from Nuclear Magnetic Resonance Data.
J. Comput. Biol., 2019

Inverse Reinforcement Learning with Multiple Ranked Experts.
CoRR, 2019

Monte Carlo Neural Fictitious Self-Play: Achieve Approximate Nash equilibrium of Imperfect-Information Games.
CoRR, 2019

Field-aware Neural Factorization Machine for Click-Through Rate Prediction.
CoRR, 2019

Investigating smartphone user differences in their application usage behaviors: an empirical study.
CCF Trans. Pervasive Comput. Interact., 2019

Discovering Individual Life Style From Anonymized WiFi Scan Lists on Smartphones.
IEEE Access, 2019

Field-Aware Neural Factorization Machine for Click-Through Rate Prediction.
IEEE Access, 2019

AppUsage2Vec: Modeling Smartphone App Usage for Prediction.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Speeding up Deep Learning with Transient Servers.
Proceedings of the 2019 IEEE International Conference on Autonomic Computing, 2019

TBQ(σ): Improving Efficiency of Trace Utilization for Off-Policy Reinforcement Learning.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
Algorithmic Collusion in Cournot Duopoly Market: Evidence from Experimental Economics.
CoRR, 2018

An Extreme Learning Machine Based on Artificial Immune System.
Comput. Intell. Neurosci., 2018

Demographic Attributes Prediction Through App Usage Behaviors on Smartphones.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017
Mining User Attributes Using Large-Scale APP Lists of Smartphones.
IEEE Syst. J., 2017

WHO ARE THE SMARTPHONE USERS?: Identifying user groups with apps usage behaviors.
GetMobile Mob. Comput. Commun., 2017

Characterizing a user from large-scale smartphone-sensed data.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

2016
Container Port Performance Measurement and Comparison Leveraging Ship GPS Traces and Maritime Open Data.
IEEE Trans. Intell. Transp. Syst., 2016

From Wireless Sensor Networks to Wireless Body Area Networks: Formal Modeling and Verification on Security Using PAT.
J. Sensors, 2016

EnUp: Energy-Efficient Data Uploading for Mobile Crowd Sensing Applications.
Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016

Discovering different kinds of smartphone users through their application usage behaviors.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Dynamic cluster-based over-demand prediction in bike sharing systems.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Scalable user assignment in power grids: a data driven approach.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

2015
Understanding Taxi Service Strategies From Taxi GPS Traces.
IEEE Trans. Intell. Transp. Syst., 2015

City-Scale Social Event Detection and Evaluation with Taxi Traces.
ACM Trans. Intell. Syst. Technol., 2015

用户驾驶行为建模的研究和应用 (Driving Behavior Identification System and Application).
计算机科学, 2015

Scudware Mobile: 支持可穿戴设备协同的移动中间件 (Scudware Mobile: Mobile Middleware for Collaboration of Wearable Devices).
计算机科学, 2015

Perception Enhanced Robotic Arm.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Sensing the Pulse of Urban Activity Centers Leveraging Bike Sharing Open Data.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Bike sharing station placement leveraging heterogeneous urban open data.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

2014
Pervasive Service Bus: Smart SOA Infrastructure for Ambient Intelligence.
IEEE Intell. Syst., 2014

Discovering People's Life Patterns from Anonymized WiFi Scanlists.
Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops, 2014

MagicWatch: interacting & segueing.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

Container throughput estimation leveraging ship GPS traces and open data.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014

2013
Land-Use Classification Using Taxi GPS Traces.
IEEE Trans. Intell. Transp. Syst., 2013

iBOAT: Isolation-Based Online Anomalous Trajectory Detection.
IEEE Trans. Intell. Transp. Syst., 2013

Real Time Anomalous Trajectory Detection and Analysis.
Mob. Networks Appl., 2013

From taxi GPS traces to social and community dynamics: A survey.
ACM Comput. Surv., 2013

Trace analysis and mining for smart cities: issues, methods, and applications.
IEEE Commun. Mag., 2013

B-Planner: Night bus route planning using large-scale taxi GPS traces.
Proceedings of the 2013 IEEE International Conference on Pervasive Computing and Communications, 2013

Online Community Detection for Large Complex Networks.
Proceedings of the IJCAI 2013, 2013

Building a commonsense knowledge base for context-awareness inference.
Proceedings of the 10th IEEE International Conference on Control and Automation, 2013

Prophet: what app you wish to use next.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

TaskShadow-W: NFC-triggered migration of web browsing across personal devices.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

An Intensive Location-Aware Framework for Device-Involved Human Tasks.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

iCPS-Car: An Intelligent Cyber-physical System for Smart Automobiles.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

GreenBicycling: A Smartphone-Based Public Bicycle Sharing System for Healthy Life.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

How Long a Passenger Waits for a Vacant Taxi - Large-Scale Taxi Trace Mining for Smart Cities.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

2012
Prediction of urban human mobility using large-scale taxi traces and its applications.
Frontiers Comput. Sci. China, 2012

WaterLady: A Case Study for Connecting Physical Devices into Social Networks.
Proceedings of the 9th International Conference on Ubiquitous Intelligence and Computing and 9th International Conference on Autonomic and Trusted Computing, 2012

Urban Traffic Modelling and Prediction Using Large Scale Taxi GPS Traces.
Proceedings of the Pervasive Computing - 10th International Conference, 2012

Touch-driven interaction via an NFC-enabled smartphone.
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012

Design and Implementation of an Automotive Telematics Gateway Based on Virtualization.
Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops, 2012

SmartShadow-K: an practical knowledge network for joint context inference in everyday life.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

Mining the semantics of origin-destination flows using taxi traces.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

FlyingBuddy2: a brain-controlled assistant for the handicapped.
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012

2011
TaskShadow: Toward Seamless Task Migration across Smart Environments.
IEEE Intell. Syst., 2011

Measuring social functions of city regions from large-scale taxi behaviors.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset.
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011

Real-Time Detection of Anomalous Taxi Trajectories from GPS Traces.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2011

SoPhoNet: Photo Sharing Based on Participatory Sensing.
Proceedings of the 2011 IEEE International Conference on Internet of Things (iThings) & 4th IEEE International Conference on Cyber, 2011

Touch-Driven Interaction between Physical Space and Cyberspace with NFC.
Proceedings of the 2011 IEEE International Conference on Internet of Things (iThings) & 4th IEEE International Conference on Cyber, 2011

iBAT: detecting anomalous taxi trajectories from GPS traces.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

FlyingBuddy: augment human mobility and perceptibility.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Tilt & touch: mobile phone for 3D interaction.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

EasyPointer: what you pointing at is what you get.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
GeeAir: a universal multimodal remote control device for home appliances.
Pers. Ubiquitous Comput., 2010

GeeAir: Waving in the Air to Control Home Appliances.
Proceedings of the Symposia and Workshops on Ubiquitous, 2010

Activity Recognition on an Accelerometer Embedded Mobile Phone with Varying Positions and Orientations.
Proceedings of the Ubiquitous Intelligence and Computing - 7th International Conference, 2010

Modeling Files with Context Streams.
Proceedings of the Ubiquitous Intelligence and Computing - 7th International Conference, 2010

MagicPhone: pointing & interacting.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

Semantic Device Bus for Internet of Things.
Proceedings of the IEEE/IFIP 8th International Conference on Embedded and Ubiquitous Computing, 2010

2009
Gesture Recognition with a 3-D Accelerometer.
Proceedings of the Ubiquitous Intelligence and Computing, 6th International Conference, 2009

SmartShadow: Modeling A User-centric Mobile Virtual Space.
Proceedings of the Seventh Annual IEEE International Conference on Pervasive Computing and Communications, 2009

ScudOSGi: Enabling Facility-Involved Task Migration in OSGi Framework.
Proceedings of the Fourth International Conference on Frontier of Computer Science and Technology, 2009

2004
A new agent based service discovery mechanism.
Proceedings of the IEEE International Conference on Systems, 2004

A flexible and dynamic videoconferencing system (FDVCS): design and implementation.
Proceedings of the IEEE International Conference on Systems, 2004

ABSDM: Agent Based Service Discovery Mechanism in Internet.
Proceedings of the Computational Science, 2004


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