Dapeng Liu

Orcid: 0000-0002-8822-656X

According to our database1, Dapeng Liu authored at least 107 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
TrafficTrack: rethinking the motion and appearance cue for multi-vehicle tracking in traffic monitoring.
Multim. Syst., August, 2024

Developing a goal-driven data integration framework for effective data analytics.
Decis. Support Syst., 2024

Signal-SGN: A Spiking Graph Convolutional Network for Skeletal Action Recognition via Learning Temporal-Frequency Dynamics.
CoRR, 2024

Ad Recommendation in a Collapsed and Entangled World.
CoRR, 2024

AllSpark: a multimodal spatiotemporal general model.
CoRR, 2024

Deep Pattern Network for Click-Through Rate Prediction.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Ads Recommendation in a Collapsed and Entangled World.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Introduction to the Minitrack on AI in Government.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
The Ionospheric Plasma Perturbations before a Sequence of Strong Earthquakes in Southeast Asia and Northern Oceania in 2018.
Remote. Sens., December, 2023

Generic and robust root cause localization for multi-dimensional data in online service systems.
J. Syst. Softw., September, 2023

Understanding the adoption of digital conferencing tools: Unpacking the impact of privacy concerns and incident response efficacy.
Comput. Secur., September, 2023

Chaotic Coding for Interference Suppression of Digital Ionosonde.
Remote. Sens., August, 2023

Study on Electron Density Anomalies Possibly Related to Earthquakes Based on CSES Observations.
Remote. Sens., July, 2023

Test-retest reliability of 3D velocity-selective arterial spin labeling for detecting normal variations of cerebral blood flow.
NeuroImage, May, 2023

ForkMerge: Overcoming Negative Transfer in Multi-Task Learning.
CoRR, 2023

ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Joint Trajectory Planning and Simulation of a Six Axis Welding Robot.
Proceedings of the 6th International Conference on Information Technologies and Electrical Engineering, 2023

Transferable Feature Selection for Unsupervised Domain Adaptation : Extended Abstract.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Design of Customized Cultural and Creative Service System of Shanghai School Painting.
Proceedings of the Culture and Computing, 2023

2022
Transferable Feature Selection for Unsupervised Domain Adaptation.
IEEE Trans. Knowl. Data Eng., 2022

The Possible Seismo-Ionospheric Perturbations Recorded by the China-Seismo-Electromagnetic Satellite.
Remote. Sens., 2022

Statistically Significant! But Is Trust of Practical Significance?
J. Comput. Inf. Syst., 2022

Analyzing e-government design science artifacts: A systematic literature review.
Int. J. Inf. Manag., 2022

2D Metal-Organic Framework Based Optoelectronic Neuromorphic Transistors for Human Emotion Simulation and Neuromorphic Computing.
Adv. Intell. Syst., 2022

AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling.
Proceedings of the IEEE International Conference on Data Mining, 2022

Calibrated Conversion Rate Prediction via Knowledge Distillation under Delayed Feedback in Online Advertising.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Cross-Task Knowledge Distillation in Multi-Task Recommendation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Privacy concerns and digital government: exploring citizen willingness to adopt the COVIDSafe app.
Eur. J. Inf. Syst., 2021

From semantics to pragmatics: where IS can lead in Natural Language Processing (NLP) research.
Eur. J. Inf. Syst., 2021

Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Convolutional Normalizing Flows for Deep Gaussian Processes.
Proceedings of the International Joint Conference on Neural Networks, 2021

Decision Making for Autonomous Driving via Augmented Adversarial Inverse Reinforcement Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

The Relationship between Packaging Structures, Chip Area and Thermal Resistance of NMOS Semiconductor in Transient Dual Interface Method.
Proceedings of the EITCE 2021: 5th International Conference on Electronic Information Technology and Computer Engineering, Xiamen, China, October 22, 2021

2020
Exploring the Intersection of the Digital Divide and Artificial Intelligence: A Hermeneutic Literature Review.
AIS Trans. Hum. Comput. Interact., December, 2020

QCL-Based Dual-Comb Spectrometer for Multi-Species Measurements at High Temperatures and High Pressures.
Sensors, 2020

X-IM Framework to Overcome Semantic Heterogeneity Across XBRL Filings.
J. Assoc. Inf. Syst., 2020

Field-aware Calibration: A Simple and Empirically Strong Method for Reliable Probabilistic Predictions.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

2019
Automatic and Generic Periodicity Adaptation for KPI Anomaly Detection.
IEEE Trans. Netw. Serv. Manag., 2019

Adversarial Inverse Reinforcement Learning for Decision Making in Autonomous Driving.
CoRR, 2019

Towards reliable and fair probabilistic predictions: field-aware calibration with neural networks.
CoRR, 2019

Learning faster to perform autonomous lane changes by constructing maneuvers from shielded semantic actions.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Generic and Robust Localization of Multi-dimensional Root Causes.
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

Label-Less: A Semi-Automatic Labelling Tool for KPI Anomalies.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Leveraging Indexical Pragmatics (OFIP) for Search Engine: An Ontology- based Approach.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

2018
HotSpot: Anomaly Localization for Additive KPIs With Multi-Dimensional Attributes.
IEEE Access, 2018

Convolutional Neural Networks based Click-Through Rate Prediction with Multiple Feature Sequences.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Impact of citizens' privacy concerns on e-government adoption.
Proceedings of the 19th Annual International Conference on Digital Government Research: Governance in the Data Age, 2018

Federated Machine Learning for Translational Research.
Proceedings of the 24th Americas Conference on Information Systems, 2018

Technology humanness, trust and e-government adoption.
Proceedings of the Australasian Conference on Information Systems, 2018

2017
A Study on the Thermomechanical Reliability Risks of Through-Silicon-Vias in Sensor Applications.
Sensors, 2017

Advancement in simulating moisture diffusion in electronic packages under dynamic thermal loading conditions.
Microelectron. Reliab., 2017

The Library Big Data Research: Status and Directions.
Int. J. Softw. Innov., 2017

Financial Concept Element Mapper (FinCEM) for XBRL interoperability: Utilizing the M<sup>3</sup> Plus method.
Decis. Support Syst., 2017

Issues with conducting controlled on-line experiments for E-Commerce.
Proceedings of the 18th IEEE/ACIS International Conference on Software Engineering, 2017

A Roadmap for Natural Language Processing Research in Information Systems.
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

Is System Quality Irrelevant to System Use? - A Literature Review of the Relationship Between System Quality and System Use.
Proceedings of the 23rd Americas Conference on Information Systems, 2017

2016
An examination on the direct concentration approach to simulating moisture diffusion in a multi-material system.
Microelectron. Reliab., 2016

Characterizing and Improving WiFi Latency in Large-Scale Operational Networks.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Your trajectory privacy can be breached even if you walk in groups.
Proceedings of the 24th IEEE/ACM International Symposium on Quality of Service, 2016

FOCUS: Shedding light on the high search response time in the wild.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

2015
Distributed Mobility Management: Current Practices and Gap Analysis.
RFC, January, 2015

Reliability comparison of spontaneous brain activities between BOLD and CBF contrasts in eyes-open and eyes-closed resting states.
NeuroImage, 2015

Comparison of Hash Table Performance with Open Addressing and Closed Addressing: An Empirical Study.
Int. J. Networked Distributed Comput., 2015

Learning thresholds for PV change detection from operators' labels.
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

Narrowing down the debugging space of slow search response time.
Proceedings of the 34th IEEE International Performance Computing and Communications Conference, 2015

Opprentice: Towards Practical and Automatic Anomaly Detection Through Machine Learning.
Proceedings of the 2015 ACM Internet Measurement Conference, 2015

Some observations on online advertising: A new advertising system.
Proceedings of the 14th IEEE/ACIS International Conference on Computer and Information Science, 2015

2014
Multicast Listener Extensions for Mobile IPv6 (MIPv6) and Proxy Mobile IPv6 (PMIPv6) Fast Handovers.
RFC, November, 2014

Requirements for Distributed Mobility Management.
RFC, August, 2014

LAKE: Using Log Files Recorded during Program Execution.
Int. J. Softw. Innov., 2014

Using client-side access partitioning for data clustering in big data applications.
Proceedings of the 15th IEEE/ACIS International Conference on Software Engineering, 2014

Battery efficient design with IEEE P802.21c optimized single radio handovers draft standard.
Proceedings of the IEEE International Conference on Communications, 2014

Application-aware latency monitoring for cloud tenants via CloudWatch+.
Proceedings of the 10th International Conference on Network and Service Management, 2014

An empirical study on the performance of hash table.
Proceedings of the 2014 IEEE/ACIS 13th International Conference on Computer and Information Science, 2014

2013
An Empirical Study on Novice Programmer's Behaviors with Analysis of Keystrokes.
Int. J. Softw. Innov., 2013

Evaluating Programming Performance with Keystroke Characteristics: An Empirical Experiment.
Proceedings of the 14th ACIS International Conference on Software Engineering, 2013

Using Log Files as Knowledge Bases.
Proceedings of the 2013 Second IIAI International Conference on Advanced Applied Informatics, 2013

2012
Programmer's Performance with the Keystroke as an Indicator: A Further Study.
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

2011
Distributed and Dynamic Mobility Management in Mobile Internet: Current Approaches and Issues.
J. Commun., 2011

Bayesian outlier detection in location-aware wireless networks.
Proceedings of the 8th Workshop on Positioning Navigation and Communication, 2011

Case Study on Incremental Software Development.
Proceedings of the 9th International Conference on Software Engineering Research, 2011

Multi-objective cultural algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Mapping XML Data to Relational Data: A DOM-Based Approach
CoRR, 2010

A study on the model of furniture aesthetic value based on fuzzy AHP comprehensive evaluation.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

Multi-objective Cultural Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
A Tool Suite for Java Program Tracing and Feature Location.
Proceedings of the 10th ACIS International Conference on Software Engineering, 2009

Value-Based Multiple Software Projects Scheduling with Genetic Algorithm.
Proceedings of the Trustworthy Software Development Processes, 2009

Proportional fairness of call blocking probability.
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, 2009

The role of software process simulation modeling in software risk management: A systematic review.
Proceedings of the Third International Symposium on Empirical Software Engineering and Measurement, 2009

Classifying software visualization tools using the Bloom's taxonomy of cognitive domain.
Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009

MuTT: A Multi-Threaded Tracer for Java Programs.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

2008
A Project Scheduling Method Based on Human Resource Availability.
Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

RVSim: A Simulation Approach to Predict the Impact of Requirements Volatility on Software Project Plans.
Proceedings of the Making Globally Distributed Software Development a Success Story, 2008

Investigation on Academic Research Software Development.
Proceedings of the International Conference on Computer Science and Software Engineering, 2008

2007
Efficient schema-based XML-to-Relational data mapping.
Inf. Syst., 2007

New Software Quality Metrics for Object-Oriented Programs.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

Feature location via information retrieval based filtering of a single scenario execution trace.
Proceedings of the 22nd IEEE/ACM International Conference on Automated Software Engineering (ASE 2007), 2007

Empirical Study on Benchmarking Software Development Tasks.
Proceedings of the Software Process Dynamics and Agility, 2007

A Simulation-Based Approach for Fine-Grained Project Plan Analysis.
Proceedings of the Third International Conference on Natural Computation, 2007

A Combined Concept Location Method for Java Programs.
Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

An Eclipse Plug-in: Dependency Browser.
Proceedings of the 2007 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2007), 2007

Programmer's Expertise during Test-Driven Software Development.
Proceedings of the Six IEEE International Conference on Cognitive Informatics, 2007

Challenges of using LSI for concept location.
Proceedings of the 45th Annual Southeast Regional Conference, 2007

2006
Source Code Exploration with Google.
Proceedings of the 22nd IEEE International Conference on Software Maintenance (ICSM 2006), 2006

2005
Reconstructing XML Subtrees from Relational Storage of XML documents.
Proceedings of the 21st International Conference on Data Engineering Workshops, 2005

2004
Language engineering for the Semantic Web: a digital library for endangered languages.
Inf. Res., 2004


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