Wan Du

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 69

Top Topics

Sensor Networks

Reinforcement Learning

Point Processes

Top Venues

BuildSys@SenSys

IEEE Trans. Mob. Comput.

Publications

Zhiyu An, Xianzhong Ding, Wan Du
Reward Bound for Behavioral Guarantee of Model-based Planning Agents. Tiny Papers @ ICLR (2024)
Yuning Chen, Kang Yang, Zhiyu An, Brady Holder, Luke Paloutzian, Khaled Bali, Wan Du
MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge. CoRR (2024)
Xianzhong Ding, Alberto Cerpa, Wan Du
Exploring Deep Reinforcement Learning for Holistic Smart Building Control. ACM Trans. Sens. Networks 20 (3) (2024)
Zhiyu An, Xianzhong Ding, Wan Du
Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control. CoRR (2024)
Yifei Xu, Yuning Chen, Xumiao Zhang, Xianshang Lin, Pan Hu, Yunfei Ma, Songwu Lu, Wan Du, Zhuoqing Mao, Ennan Zhai, Dennis Cai
CloudEval-YAML: A Practical Benchmark for Cloud Configuration Generation. CoRR (2024)
Yuning Chen, Kang Yang, Zhiyu An, Brady Holder, Luke Paloutzian, Khaled M. Bali, Wan Du
MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge. KDD (2024)
Miaomiao Liu, Sikai Yang, Arya Rathee, Wan Du
Orientation Estimation Piloted by Deep Reinforcement Learning. IoTDI (2024)
Yifei Xu, Yuning Chen, Xumiao Zhang, Xianshang Lin, Pan Hu, Yunfei Ma, Songwu Lu, Wan Du, Zhuoqing Mao, Ennan Zhai, Dennis Cai
CloudEval-YAML: A Practical Benchmark for Cloud Configuration Generation. MLSys (2024)
Xianzhong Ding, Zhiyu An, Arya Rathee, Wan Du
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. CoRR (2024)
Zhihao Shen, Wan Du, Xi Zhao, Jianhua Zou
Retrieving Similar Trajectories from Cellular Data of Multiple Carriers at City Scale. ACM Trans. Sens. Networks 20 (2) (2024)
Kang Yang, Yuning Chen, Wan Du
OrchLoc: In-Orchard Localization via a Single LoRa Gateway and Generative Diffusion Model-based Fingerprinting. MobiSys (2024)
Zhiyu An, Xianzhong Ding, Wan Du
Reward Bound for Behavioral Guarantee of Model-based Planning Agents. CoRR (2024)
Miaomiao Liu, Kang Yang, Yanjie Fu, Dapeng Oliver Wu, Wan Du
Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning. ACM Trans. Sens. Networks 19 (2) (2023)
Xianzhong Ding, Wan Du
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field. CoRR (2023)
Hamid Rajabi, Xianzhong Ding, Wan Du, Alberto Cerpa
TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings. BuildSys@SenSys (2023)
Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto Cerpa, Wan Du
HPC-GPT: Integrating Large Language Model for High-Performance Computing. SC Workshops (2023)
Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto E. Cerpa, Wan Du
HPC-GPT: Integrating Large Language Model for High-Performance Computing. CoRR (2023)
Kunpeng Liu, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
Interactive reinforced feature selection with traverse strategy. Knowl. Inf. Syst. 65 (5) (2023)
Zhizhang Hu, Shangjie Du, Yuning Chen, Xuan Zhang, Wan Du, Asa Bradman, Shijia Pan
Poster Abstract: Enhancing Fault Resilience of Air Quality Monitoring in San Joaquin Valley: A Data Equity Analysis. SenSys (2023)
Zhihao Shen, Kang Yang, Xi Zhao, Jianhua Zou, Wan Du
DeepAPP: A Deep Reinforcement Learning Framework for Mobile Application Usage Prediction. IEEE Trans. Mob. Comput. 22 (2) (2023)
Kang Yang, Yuning Chen, Xuanren Chen, Wan Du
Link Quality Modeling for LoRa Networks in Orchards. IPSN (2023)
Zhiyu An, Xianzhong Ding, Arya Rathee, Wan Du
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. BuildSys@SenSys (2023)
Zhiwei Zhao, Weifeng Gao, Wan Du, Geyong Min, Wenliang Mao, Mukesh Singhal
Towards Energy-Fairness in LoRa Networks. IEEE Trans. Mob. Comput. 22 (9) (2023)
Xianzhong Ding, Alberto Cerpa, Wan Du
Exploring Deep Reinforcement Learning for Holistic Smart Building Control. CoRR (2023)
Kang Yang, Xi Zhao, Jianhua Zou, Wan Du
: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes. ACM Trans. Sens. Networks 19 (3) (2023)
Xianzhong Ding, Alberto Cerpa, Wan Du
Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning. CoRR (2023)
Zhiyu An, Xianzhong Ding, Wan Du
Poster Abstract: Data Efficient HVAC Control using Gaussian Process-based Reinforcement Learning. SenSys (2023)
Kang Yang, Wan Du
LLDPC: A Low-Density Parity-Check Coding Scheme for LoRa Networks. SenSys (2022)
Miaomiao Liu, Sikai Yang, Wyssanie Chomsin, Wan Du
Real-Time Tracking of Smartwatch Orientation and Location by Multitask Learning. SenSys (2022)
Hamid Rajabi, Zhizhang Hu, Xianzhong Ding, Shijia Pan, Wan Du, Alberto Cerpa
MODES: multi-sensor occupancy data-driven estimation system for smart buildings. e-Energy (2022)
Xianzhong Ding, Wan Du
DRLIC: Deep Reinforcement Learning for Irrigation Control. IPSN (2022)
Miaomiao Liu, Sikai Yang, Wyssanie Chomsin, Wan Du
Real-Time Tracking of Smartwatch Orientation and Location by Multitask Learning. SenSys (2022)
Haiqiao Wu, Wan Du, Peng Gong, Dapeng Oliver Wu
CPU: Cross-Rack-Aware Pipelining Update for Erasure-Coded Storage. IEEE Trans. Cloud Comput. 10 (4) (2022)
Xianzhong Ding, Wan Du
Poster Abstract: Smart Irrigation Control Using Deep Reinforcement Learning. IPSN (2022)
Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. CoRR (2021)
Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. ICDM (2021)
Kang Yang, Xi Zhao, Jianhua Zou, Wan Du
ATPP: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes. DCOSS (2021)
Devanshu Kumar, Xianzhong Ding, Wan Du, Alberto Cerpa
Building sensor fault detection and diagnostic system. BuildSys@SenSys (2021)
Wan Du, Panrong Tong, Mo Li
UniLoc: A Unified Mobile Localization Framework Exploiting Scheme Diversity. IEEE Trans. Mob. Comput. 20 (7) (2021)
Panrong Tong, Wan Du, Mo Li, Jianqiang Huang, Wenqiang Wang, Zheng Qin
Last-Mile School Shuttle Planning With Crowdsensed Student Trajectories. IEEE Trans. Intell. Transp. Syst. 22 (1) (2021)
Yaoqing Liu, Laurent Njilla, Anthony Dowling, Wan Du
Empowering Named Data Networks for Ad-Hoc Long-Range Communication. WOCC (2020)
Zhihao Shen, Wan Du, Xi Zhao, Jianhua Zou
DMM: fast map matching for cellular data. MobiCom (2020)
Miaomiao Liu, Xianzhong Ding, Wan Du
Continuous, Real-Time Object Detection on Mobile Devices without Offloading. ICDCS (2020)
Huijie Chen, Fan Li, Wan Du, Song Yang, Matthew Conn, Yu Wang
Listen to Your Fingers: User Authentication Based on Geometry Biometrics of Touch Gesture. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Jinghui Zhong, Zhixing Huang, Liang Feng, Wan Du, Ying Li
A hyper-heuristic framework for lifetime maximization in wireless sensor networks with a mobile sink. IEEE CAA J. Autom. Sinica 7 (1) (2020)
Xianzhong Ding, Wan Du, Alberto E. Cerpa
MB2C: Model-Based Deep Reinforcement Learning for Multi-zone Building Control. BuildSys@SenSys (2020)
Jothi Prasanna Shanmuga Sundaram, Wan Du, Zhiwei Zhao
A Survey on LoRa Networking: Research Problems, Current Solutions, and Open Issues. IEEE Commun. Surv. Tutorials 22 (1) (2020)
Miaomiao Liu, Wan Du
Geo-Distributed Driving Maneuver Anomaly Detection. BuildSys@SenSys (2020)
Zhenfeng Shao, Linggang Wang, Zhongyuan Wang, Wan Du, Wenjing Wu
Saliency-Aware Convolution Neural Network for Ship Detection in Surveillance Video. IEEE Trans. Circuits Syst. Video Technol. 30 (3) (2020)
Jothi Prasanna Shanmuga Sundaram, Wan Du, Zhiwei Zhao
A Survey on LoRa Networking: Research Problems, Current Solutions and Open Issues. CoRR (2019)
Xianzhong Ding, Wan Du, Alberto Cerpa
OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control. BuildSys@SenSys (2019)
Chi Lin, Zhi Shang, Wan Du, Jiankang Ren, Lei Wang, Guowei Wu
CoDoC: A Novel Attack for Wireless Rechargeable Sensor Networks through Denial of Charge. INFOCOM (2019)
Jie Liu, Jiawen Liu, Wan Du, Dong Li
Performance Analysis and Characterization of Training Deep Learning Models on NVIDIA TX2. CoRR (2019)
Zhihao Shen, Wan Du, Xi Zhao, Jianhua Zou
Retrieving Similar Trajectories from Cellular Data at City Scale. CoRR (2019)
Zhihao Shen, Kang Yang, Wan Du, Xi Zhao, Jianhua Zou
DeepAPP: a deep reinforcement learning framework for mobile application usage prediction. SenSys (2019)
Huanle Zhang, Wan Du, Mo Li, Kaishun Wu, Prasant Mohapatra
StrLight: An Imperceptible Visible Light Communication System with String Lights. IEEE Trans. Mob. Comput. 18 (7) (2019)
Weifeng Gao, Wan Du, Zhiwei Zhao, Geyong Min, Mukesh Singhal
Towards Energy-Fairness in LoRa Networks. ICDCS (2019)
Chi Lin, Chunyang Guo, Wan Du, Jing Deng, Lei Wang, Guowei Wu
Maximizing Energy Efficiency of Period-Area Coverage with UAVs for Wireless Rechargeable Sensor Networks. SECON (2019)
Jie Liu, Jiawen Liu, Wan Du, Dong Li
Performance Analysis and Characterization of Training Deep Learning Models on Mobile Device. ICPADS (2019)
Wan Du, Panrong Tong, Mo Li
UniLoc: A Unified Mobile Localization Framework Exploiting Scheme Diversity. ICDCS (2018)
Weifeng Gao, Wan Du, Zhiwei Zhao
Reliable channel allocation for mission oriented low-power wireless networks. INFOCOM Workshops (2018)
Zhenfeng Shao, Wenjing Wu, Zhongyuan Wang, Wan Du, Chengyuan Li
SeaShips: A Large-Scale Precisely Annotated Dataset for Ship Detection. IEEE Trans. Multim. 20 (10) (2018)
Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, Prasant Mohapatra
An Acoustic-Based Encounter Profiling System. IEEE Trans. Mob. Comput. 17 (8) (2018)
Zhenjiang Li, Wan Du, Yuanqing Zheng, Mo Li, Dapeng Wu
From Rateless to Hopless. IEEE/ACM Trans. Netw. 25 (1) (2017)
Wan Du, Jansen Christian Liando, Mo Li
Soft Hint Enabled Adaptive Visible Light Communication over Screen-Camera Links. IEEE Trans. Mob. Comput. 16 (2) (2017)
Wan Du, Jansen Christian Liando, Huanle Zhang, Mo Li
Pando: Fountain-Enabled Fast Data Dissemination With Constructive Interference. IEEE/ACM Trans. Netw. 25 (2) (2017)
Wan Du, Jansen Christian Liando, Mo Li
SoftLight: Adaptive visible light communication over screen-camera links. INFOCOM (2016)
Wan Du, Zhenjiang Li, Jansen Christian Liando, Mo Li
From Rateless to Distanceless: Enabling Sparse Sensor Network Deployment in Large Areas. IEEE/ACM Trans. Netw. 24 (4) (2016)
Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, Prasant Mohapatra
DopEnc: acoustic-based encounter profiling using smartphones. MobiCom (2016)
Wan Du, Zikun Xing, Mo Li, Bingsheng He, Lloyd Hock Chye Chua, Haiyan Miao
Sensor Placement and Measurement of Wind for Water Quality Studies in Urban Reservoirs. ACM Trans. Sens. Networks 11 (3) (2015)
Wan Du, Jansen Christian Liando, Huanle Zhang, Mo Li
When Pipelines Meet Fountain: Fast Data Dissemination in Wireless Sensor Networks. SenSys (2015)
Wan Du, David Navarro, Fabien Mieyeville
Performance evaluation of IEEE 802.15.4 sensor networks in industrial applications. Int. J. Commun. Syst. 28 (10) (2015)
Zhenjiang Li, Wan Du, Yuanqing Zheng, Mo Li, Dapeng Wu
From Rateless to Hopless. MobiHoc (2015)
Wan Du, Zhenjiang Li, Jansen Christian Liando, Mo Li
From rateless to distanceless: enabling sparse sensor network deployment in large areas. SenSys (2014)
Wan Du, Zhenjiang Li, Jansen Christian Liando, Mo Li
From rateless to distanceless: enabling sparse sensor network deployment in large areas. SenSys (2014)
Wan Du, Fabien Mieyeville, David Navarro, Ian O'Connor, Laurent Carrel
Modeling and simulation of networked low-power embedded systems: a taxonomy. EURASIP J. Wirel. Commun. Netw. 2014 (2014)
Wan Du, Mo Li, Jingsheng Lei
CO-MAP: Improving Mobile Multiple Access Efficiency With Location Input. IEEE Trans. Wirel. Commun. 13 (12) (2014)
Wan Du, Mo Li, Zikun Xing, Bingsheng He, Lloyd Hock Chye Chua, Zhenjiang Li, Yuanqiang Zheng, Pengfei Zhou
Demo Abstract: Wind measurements for water quality studies in urban reservoirs. SECON (2014)
Wan Du, Zikun Xing, Mo Li, Bingsheng He, Lloyd Hock Chye Chua, Haiyan Miao
Optimal sensor placement and measurement of wind for water quality studies in urban reservoirs. IPSN (2014)
Wan Du, Mo Li
Harnessing Mobile Multiple Access Efficiency with Location Input. ICDCS (2013)
Fabien Mieyeville, Wan Du, Idris Daikh, David Navarro
Wireless Sensor Networks for active control noise reduction in automotive domain. WPMC (2011)
Wan Du, Fabien Mieyeville, David Navarro, Ian O'Connor
IDEA1: A validated SystemC-based system-level design and simulation environment for wireless sensor networks. EURASIP J. Wirel. Commun. Netw. 2011 (2011)
Wan Du, David Navarro, Fabien Mieyeville, Ian O'Connor
IDEA1: A Validated System C-Based Simulator for Wireless Sensor Networks. MASS (2011)
Wan Du, Fabien Mieyeville, David Navarro
IDEA1: A SystemC-based system-level simulator for wireless sensor networks. WCNIS (2010)
David Navarro, Wan Du, Fabien Mieyeville, Laurent Carrel
Graphical system-level simulations for Wireless Sensor Networks design space exploration at hardware and software levels. CSNDSP (2010)
Wan Du, David Navarro, Fabien Mieyeville, Frédéric Gaffiot
Towards a taxonomy of simulation tools for wireless sensor networks. SimuTools (2010)
David Navarro, Wan Du, Fabien Mieyeville, Frédéric Gaffiot
A complete system-level behavioural model for IEEE 802.15.4 Wireless Sensor Network simulations. ISCAS (2010)