Wan Du

Orcid: 0000-0002-2732-6954

According to our database1, Wan Du authored at least 78 papers between 2010 and 2024.

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

Timeline

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Bibliography

2024
DMM: A Deep Reinforcement Learning Based Map Matching Framework for Cellular Data.
IEEE Trans. Knowl. Data Eng., October, 2024

RALoRa: Rateless-Enabled Link Adaptation for LoRa Networking.
IEEE/ACM Trans. Netw., August, 2024

A Low-Density Parity-Check Coding Scheme for LoRa Networking.
ACM Trans. Sens. Networks, July, 2024

Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field.
ACM Trans. Sens. Networks, July, 2024

Exploring Deep Reinforcement Learning for Holistic Smart Building Control.
ACM Trans. Sens. Networks, May, 2024

Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale.
ACM Trans. Sens. Networks, March, 2024

Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base.
CoRR, 2024

MetaSoil: Passive mmWave Metamaterial Multi-layer Soil Moisture Sensing.
Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024

OrchLoc: In-Orchard Localization via a Single LoRa Gateway and Generative Diffusion Model-based Fingerprinting.
Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

CloudEval-YAML: A Practical Benchmark for Cloud Configuration Generation.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Orientation Estimation Piloted by Deep Reinforcement Learning.
Proceedings of the Ninth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2024

Reward Bound for Behavioral Guarantee of Model-based Planning Agents.
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023
Towards Energy-Fairness in LoRa Networks.
IEEE Trans. Mob. Comput., September, 2023

<i>ATPP</i>: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes.
ACM Trans. Sens. Networks, August, 2023

Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning.
ACM Trans. Sens. Networks, May, 2023

Interactive reinforced feature selection with traverse strategy.
Knowl. Inf. Syst., May, 2023

DeepAPP: A Deep Reinforcement Learning Framework for Mobile Application Usage Prediction.
IEEE Trans. Mob. Comput., 2023

Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning.
CoRR, 2023

TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Poster Abstract: Enhancing Fault Resilience of Air Quality Monitoring in San Joaquin Valley: A Data Equity Analysis.
Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023

CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation.
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

Poster Abstract: Data Efficient HVAC Control using Gaussian Process-based Reinforcement Learning.
Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023

HPC-GPT: Integrating Large Language Model for High-Performance Computing.
Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Link Quality Modeling for LoRa Networks in Orchards.
Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023

2022
CPU: Cross-Rack-Aware Pipelining Update for Erasure-Coded Storage.
IEEE Trans. Cloud Comput., 2022

LLDPC: A Low-Density Parity-Check Coding Scheme for LoRa Networks.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Real-Time Tracking of Smartwatch Orientation and Location by Multitask Learning.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Poster Abstract: Smart Irrigation Control Using Deep Reinforcement Learning.
Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

DRLIC: Deep Reinforcement Learning for Irrigation Control.
Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

MODES: multi-sensor occupancy data-driven estimation system for smart buildings.
Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

2021
UniLoc: A Unified Mobile Localization Framework Exploiting Scheme Diversity.
IEEE Trans. Mob. Comput., 2021

Last-Mile School Shuttle Planning With Crowdsensed Student Trajectories.
IEEE Trans. Intell. Transp. Syst., 2021

Building sensor fault detection and diagnostic system.
Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy.
Proceedings of the IEEE International Conference on Data Mining, 2021

ATPP: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes.
Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021

2020
Saliency-Aware Convolution Neural Network for Ship Detection in Surveillance Video.
IEEE Trans. Circuits Syst. Video Technol., 2020

Listen to Your Fingers: User Authentication Based on Geometry Biometrics of Touch Gesture.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

A hyper-heuristic framework for lifetime maximization in wireless sensor networks with a mobile sink.
IEEE CAA J. Autom. Sinica, 2020

A Survey on LoRa Networking: Research Problems, Current Solutions, and Open Issues.
IEEE Commun. Surv. Tutorials, 2020

Empowering Named Data Networks for Ad-Hoc Long-Range Communication.
Proceedings of the 29th Wireless and Optical Communications Conference, 2020

Geo-Distributed Driving Maneuver Anomaly Detection.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

MB2C: Model-Based Deep Reinforcement Learning for Multi-zone Building Control.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

DMM: fast map matching for cellular data.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

Continuous, Real-Time Object Detection on Mobile Devices without Offloading.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019
StrLight: An Imperceptible Visible Light Communication System with String Lights.
IEEE Trans. Mob. Comput., 2019

Retrieving Similar Trajectories from Cellular Data at City Scale.
CoRR, 2019

Performance Analysis and Characterization of Training Deep Learning Models on NVIDIA TX2.
CoRR, 2019

OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Maximizing Energy Efficiency of Period-Area Coverage with UAVs for Wireless Rechargeable Sensor Networks.
Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

CoDoC: A Novel Attack for Wireless Rechargeable Sensor Networks through Denial of Charge.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Performance Analysis and Characterization of Training Deep Learning Models on Mobile Device.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

Towards Energy-Fairness in LoRa Networks.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

2018
SeaShips: A Large-Scale Precisely Annotated Dataset for Ship Detection.
IEEE Trans. Multim., 2018

An Acoustic-Based Encounter Profiling System.
IEEE Trans. Mob. Comput., 2018

Reliable channel allocation for mission oriented low-power wireless networks.
Proceedings of the IEEE INFOCOM 2018, 2018

2017
From Rateless to Hopless.
IEEE/ACM Trans. Netw., 2017

Pando: Fountain-Enabled Fast Data Dissemination With Constructive Interference.
IEEE/ACM Trans. Netw., 2017

Soft Hint Enabled Adaptive Visible Light Communication over Screen-Camera Links.
IEEE Trans. Mob. Comput., 2017

2016
From Rateless to Distanceless: Enabling Sparse Sensor Network Deployment in Large Areas.
IEEE/ACM Trans. Netw., 2016

DopEnc: acoustic-based encounter profiling using smartphones.
Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

SoftLight: Adaptive visible light communication over screen-camera links.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

2015
Sensor Placement and Measurement of Wind for Water Quality Studies in Urban Reservoirs.
ACM Trans. Sens. Networks, 2015

Performance evaluation of IEEE 802.15.4 sensor networks in industrial applications.
Int. J. Commun. Syst., 2015

When Pipelines Meet Fountain: Fast Data Dissemination in Wireless Sensor Networks.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

2014
CO-MAP: Improving Mobile Multiple Access Efficiency With Location Input.
IEEE Trans. Wirel. Commun., 2014

Modeling and simulation of networked low-power embedded systems: a taxonomy.
EURASIP J. Wirel. Commun. Netw., 2014

Demo Abstract: Wind measurements for water quality studies in urban reservoirs.
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

Optimal sensor placement and measurement of wind for water quality studies in urban reservoirs.
Proceedings of the IPSN'14, 2014

2013
Harnessing Mobile Multiple Access Efficiency with Location Input.
Proceedings of the IEEE 33rd International Conference on Distributed Computing Systems, 2013

2011
IDEA1: A validated SystemC-based system-level design and simulation environment for wireless sensor networks.
EURASIP J. Wirel. Commun. Netw., 2011

Wireless Sensor Networks for active control noise reduction in automotive domain.
Proceedings of the 14th International Symposium on Wireless Personal Multimedia Communications, 2011

IDEA1: A Validated System C-Based Simulator for Wireless Sensor Networks.
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011

2010
IDEA1: A SystemC-based system-level simulator for wireless sensor networks.
Proceedings of the IEEE International Conference on Wireless Communications, 2010

Towards a taxonomy of simulation tools for wireless sensor networks.
Proceedings of the 3rd International Conference on Simulation Tools and Techniques, 2010

A complete system-level behavioural model for IEEE 802.15.4 Wireless Sensor Network simulations.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Graphical system-level simulations for Wireless Sensor Networks design space exploration at hardware and software levels.
Proceedings of the 7th International Symposium on Communication Systems Networks and Digital Signal Processing, 2010


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