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2020 – today
- 2024
[j30]Zhihao Shen
, Kang Yang, Xi Zhao, Jianhua Zou, Wan Du, Junjie Wu:
DMM: A Deep Reinforcement Learning Based Map Matching Framework for Cellular Data. IEEE Trans. Knowl. Data Eng. 36(10): 5120-5137 (2024)- [j29]Kang Yang, Miaomiao Liu, Wan Du:
RALoRa: Rateless-Enabled Link Adaptation for LoRa Networking. IEEE/ACM Trans. Netw. 32(4): 3392-3407 (2024) - [j28]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): 47:1-47:28 (2024) - [j27]Xianzhong Ding, Alberto Cerpa, Wan Du:
Exploring Deep Reinforcement Learning for Holistic Smart Building Control. ACM Trans. Sens. Networks 20(3): 70:1-70:28 (2024) - [j26]Kang Yang, Wan Du:
A Low-Density Parity-Check Coding Scheme for LoRa Networking. ACM Trans. Sens. Networks 20(4): 98:1-98:29 (2024) - [j25]Xianzhong Ding, Wan Du:
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field. ACM Trans. Sens. Networks 20(4): 99:1-99:34 (2024) - [c50]Zhiyu An, Xianzhong Ding, Wan Du:
Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control. DAC 2024: 86:1-86:6 - [c49]Zhiyu An, Xianzhong Ding, Wan Du:
Reward Bound for Behavioral Guarantee of Model-based Planning Agents. Tiny Papers @ ICLR 2024 - [c48]Miaomiao Liu, Sikai Yang, Arya Rathee, Wan Du:
Orientation Estimation Piloted by Deep Reinforcement Learning. IoTDI 2024: 134-145 - [c47]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: 4862-4872 - [c46]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 - [c45]Kang Yang, Yuning Chen, Wan Du:
OrchLoc: In-Orchard Localization via a Single LoRa Gateway and Generative Diffusion Model-based Fingerprinting. MobiSys 2024: 304-317 - [c44]Baicheng Chen, John Nolan, Xinyu Zhang, Wan Du:
MetaSoil: Passive mmWave Metamaterial Multi-layer Soil Moisture Sensing. SenSys 2024: 225-238 - [i15]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 abs/2401.06786 (2024) - [i14]Zhiyu An, Xianzhong Ding, Wan Du:
Reward Bound for Behavioral Guarantee of Model-based Planning Agents. CoRR abs/2402.13419 (2024) - [i13]Zhiyu An, Xianzhong Ding, Wan Du:
Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control. CoRR abs/2403.00172 (2024) - [i12]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 abs/2407.01005 (2024) - [i11]Xianzhong Ding, Zhiyu An, Arya Rathee, Wan Du:
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. CoRR abs/2407.12195 (2024) - [i10]Zhiyu An, Xianzhong Ding, Yen-Chun Fu, Cheng-Chung Chu, Yan Li, Wan Du:
Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base. CoRR abs/2408.00798 (2024) - [i9]Sikai Yang, Kang Yang, Yuning Chen, Fan Zhao, Wan Du:
See Behind Walls in Real-time Using Aerial Drones and Augmented Reality. CoRR abs/2410.13139 (2024) - 2023
- [j24]Kunpeng Liu, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu:
Interactive reinforced feature selection with traverse strategy. Knowl. Inf. Syst. 65(5): 1935-1962 (2023) - [j23]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): 824-840 (2023) - [j22]Zhiwei Zhao, Weifeng Gao, Wan Du, Geyong Min, Wenliang Mao, Mukesh Singhal:
Towards Energy-Fairness in LoRa Networks. IEEE Trans. Mob. Comput. 22(9): 5597-5610 (2023) - [j21]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): 37:1-37:22 (2023) - [j20]Kang Yang, Xi Zhao, Jianhua Zou, Wan Du:
ATPP: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes. ACM Trans. Sens. Networks 19(3): 71:1-71:24 (2023) - [c43]Kang Yang, Yuning Chen, Xuanren Chen, Wan Du:
Link Quality Modeling for LoRa Networks in Orchards. IPSN 2023: 27-39 - [c42]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: 951-960 - [c41]Zhiyu An, Xianzhong Ding, Arya Rathee, Wan Du:
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. BuildSys 2023: 149-158 - [c40]Hamid Rajabi, Xianzhong Ding, Wan Du, Alberto Cerpa:
TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings. BuildSys 2023: 198-207 - [c39]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: 514-515 - [c38]Zhiyu An, Xianzhong Ding, Wan Du:
Poster Abstract: Data Efficient HVAC Control using Gaussian Process-based Reinforcement Learning. SenSys 2023: 538-539 - [i8]Xianzhong Ding, Alberto Cerpa, Wan Du:
Exploring Deep Reinforcement Learning for Holistic Smart Building Control. CoRR abs/2301.11510 (2023) - [i7]Xianzhong Ding, Alberto Cerpa, Wan Du:
Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning. CoRR abs/2302.00725 (2023) - [i6]Xianzhong Ding, Wan Du:
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field. CoRR abs/2304.01435 (2023) - [i5]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 abs/2311.12833 (2023) - 2022
- [j19]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): 2424-2436 (2022) - [c37]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: 228-239 - [c36]Xianzhong Ding, Wan Du:
DRLIC: Deep Reinforcement Learning for Irrigation Control. IPSN 2022: 41-53 - [c35]Xianzhong Ding, Wan Du:
Poster Abstract: Smart Irrigation Control Using Deep Reinforcement Learning. IPSN 2022: 539-540 - [c34]Miaomiao Liu, Sikai Yang, Wyssanie Chomsin, Wan Du:
Real-Time Tracking of Smartwatch Orientation and Location by Multitask Learning. SenSys 2022: 120-133 - [c33]Kang Yang, Wan Du:
LLDPC: A Low-Density Parity-Check Coding Scheme for LoRa Networks. SenSys 2022: 193-206 - [c32]Miaomiao Liu, Sikai Yang, Wyssanie Chomsin, Wan Du:
Real-Time Tracking of Smartwatch Orientation and Location by Multitask Learning. SenSys 2022: 780-781 - 2021
- [j18]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): 293-306 (2021) - [j17]Wan Du, Panrong Tong, Mo Li:
UniLoc: A Unified Mobile Localization Framework Exploiting Scheme Diversity. IEEE Trans. Mob. Comput. 20(7): 2505-2517 (2021) - [c31]Kang Yang, Xi Zhao, Jianhua Zou, Wan Du:
ATPP: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes. DCOSS 2021: 83-91 - [c30]Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu:
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. ICDM 2021: 399-408 - [c29]Devanshu Kumar, Xianzhong Ding, Wan Du, Alberto Cerpa:
Building sensor fault detection and diagnostic system. BuildSys 2021: 357-360 - [i4]Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu:
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy. CoRR abs/2109.14180 (2021) - 2020
- [j16]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): 371-388 (2020) - [j15]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): 223-236 (2020) - [j14]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): 75:1-75:23 (2020) - [j13]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): 781-794 (2020) - [c28]Miaomiao Liu, Xianzhong Ding, Wan Du:
Continuous, Real-Time Object Detection on Mobile Devices without Offloading. ICDCS 2020: 976-986 - [c27]Zhihao Shen, Wan Du, Xi Zhao, Jianhua Zou:
DMM: fast map matching for cellular data. MobiCom 2020: 60:1-60:14 - [c26]Xianzhong Ding, Wan Du, Alberto E. Cerpa:
MB2C: Model-Based Deep Reinforcement Learning for Multi-zone Building Control. BuildSys 2020: 50-59 - [c25]Miaomiao Liu, Wan Du:
Geo-Distributed Driving Maneuver Anomaly Detection. BuildSys 2020: 310-311 - [c24]Yaoqing Liu, Laurent Njilla, Anthony Dowling, Wan Du:
Empowering Named Data Networks for Ad-Hoc Long-Range Communication. WOCC 2020: 1-6
2010 – 2019
- 2019
- [j12]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): 1674-1687 (2019) - [c23]Weifeng Gao, Wan Du, Zhiwei Zhao, Geyong Min, Mukesh Singhal:
Towards Energy-Fairness in LoRa Networks. ICDCS 2019: 788-798 - [c22]Jie Liu, Jiawen Liu, Wan Du, Dong Li:
Performance Analysis and Characterization of Training Deep Learning Models on Mobile Device. ICPADS 2019: 506-515 - [c21]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: 856-864 - [c20]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: 1-9 - [c19]Zhihao Shen, Kang Yang, Wan Du, Xi Zhao, Jianhua Zou:
DeepAPP: a deep reinforcement learning framework for mobile application usage prediction. SenSys 2019: 153-165 - [c18]Xianzhong Ding, Wan Du, Alberto Cerpa:
OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control. BuildSys 2019: 326-335 - [i3]Jie Liu, Jiawen Liu, Wan Du, Dong Li:
Performance Analysis and Characterization of Training Deep Learning Models on NVIDIA TX2. CoRR abs/1906.04278 (2019) - [i2]Zhihao Shen, Wan Du, Xi Zhao, Jianhua Zou:
Retrieving Similar Trajectories from Cellular Data at City Scale. CoRR abs/1907.12371 (2019) - [i1]Jothi Prasanna Shanmuga Sundaram, Wan Du, Zhiwei Zhao:
A Survey on LoRa Networking: Research Problems, Current Solutions and Open Issues. CoRR abs/1908.10195 (2019) - 2018
- [j11]Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, Prasant Mohapatra:
An Acoustic-Based Encounter Profiling System. IEEE Trans. Mob. Comput. 17(8): 1750-1763 (2018) - [j10]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): 2593-2604 (2018) - [c17]Wan Du, Panrong Tong, Mo Li:
UniLoc: A Unified Mobile Localization Framework Exploiting Scheme Diversity. ICDCS 2018: 818-829 - [c16]Weifeng Gao, Wan Du, Zhiwei Zhao:
Reliable channel allocation for mission oriented low-power wireless networks. INFOCOM Workshops 2018: 70-75 - 2017
- [j9]Wan Du, Jansen Christian Liando, Mo Li:
Soft Hint Enabled Adaptive Visible Light Communication over Screen-Camera Links. IEEE Trans. Mob. Comput. 16(2): 527-537 (2017) - [j8]Zhenjiang Li, Wan Du, Yuanqing Zheng, Mo Li, Dapeng Wu:
From Rateless to Hopless. IEEE/ACM Trans. Netw. 25(1): 69-82 (2017) - [j7]Wan Du, Jansen Christian Liando, Huanle Zhang, Mo Li:
Pando: Fountain-Enabled Fast Data Dissemination With Constructive Interference. IEEE/ACM Trans. Netw. 25(2): 820-833 (2017) - 2016
- [j6]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): 2498-2511 (2016) - [c15]Wan Du, Jansen Christian Liando, Mo Li:
SoftLight: Adaptive visible light communication over screen-camera links. INFOCOM 2016: 1-9 - [c14]Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, Prasant Mohapatra:
DopEnc: acoustic-based encounter profiling using smartphones. MobiCom 2016: 294-307 - 2015
- [j5]Wan Du, David Navarro, Fabien Mieyeville:
Performance evaluation of IEEE 802.15.4 sensor networks in industrial applications. Int. J. Commun. Syst. 28(10): 1657-1674 (2015) - [j4]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): 41:1-41:27 (2015) - [c13]Zhenjiang Li, Wan Du, Yuanqing Zheng, Mo Li, Dapeng Wu:
From Rateless to Hopless. MobiHoc 2015: 107-116 - [c12]Wan Du, Jansen Christian Liando, Huanle Zhang, Mo Li:
When Pipelines Meet Fountain: Fast Data Dissemination in Wireless Sensor Networks. SenSys 2015: 365-378 - 2014
- [j3]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: 106 (2014) - [j2]Wan Du, Mo Li, Jingsheng Lei:
CO-MAP: Improving Mobile Multiple Access Efficiency With Location Input. IEEE Trans. Wirel. Commun. 13(12): 6643-6654 (2014) - [c11]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: 167-178 - [c10]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: 161-163 - [c9]Wan Du, Zhenjiang Li, Jansen Christian Liando, Mo Li:
From rateless to distanceless: enabling sparse sensor network deployment in large areas. SenSys 2014: 134-147 - [c8]Wan Du, Zhenjiang Li, Jansen Christian Liando, Mo Li:
From rateless to distanceless: enabling sparse sensor network deployment in large areas. SenSys 2014: 312-313 - 2013
- [c7]Wan Du, Mo Li:
Harnessing Mobile Multiple Access Efficiency with Location Input. ICDCS 2013: 246-255 - 2011
- [j1]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: 143 (2011) - [c6]Wan Du, David Navarro, Fabien Mieyeville, Ian O'Connor:
IDEA1: A Validated System C-Based Simulator for Wireless Sensor Networks. MASS 2011: 825-830 - [c5]Fabien Mieyeville, Wan Du, Idris Daikh, David Navarro:
Wireless Sensor Networks for active control noise reduction in automotive domain. WPMC 2011: 1-5 - 2010
- [c4]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: 56-60 - [c3]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: 3917-3920 - [c2]Wan Du, David Navarro, Fabien Mieyeville, Frédéric Gaffiot:
Towards a taxonomy of simulation tools for wireless sensor networks. SimuTools 2010: 52 - [c1]Wan Du, Fabien Mieyeville, David Navarro:
IDEA1: A SystemC-based system-level simulator for wireless sensor networks. WCNIS 2010: 618-622
Coauthor Index
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