Wan Du

Wan Du

University of California, Merced

H-index: 26

North America-United States

About Wan Du

Wan Du, With an exceptional h-index of 26 and a recent h-index of 22 (since 2020), a distinguished researcher at University of California, Merced, specializes in the field of Internet of Things.

His recent articles reflect a diverse array of research interests and contributions to the field:

Reward Bound for Behavioral Guarantee of Model-based Planning Agents

Retrieving similar trajectories from cellular data of multiple carriers at city scale

: Rateless-Enabled Link Adaptation for LoRa Networking

DMM: A Deep Reinforcement Learning based Map Matching Framework for Cellular Data

Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control

Hpc-gpt: Integrating large language model for high-performance computing

ATPP: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes

Data Efficient HVAC Control using Gaussian Process-based Reinforcement Learning

Wan Du Information

University

Position

Assistant Professor of Computer Science and Engineering USA

Citations(all)

2493

Citations(since 2020)

1882

Cited By

1121

hIndex(all)

26

hIndex(since 2020)

22

i10Index(all)

39

i10Index(since 2020)

30

Email

University Profile Page

University of California, Merced

Google Scholar

View Google Scholar Profile

Wan Du Skills & Research Interests

Internet of Things

Top articles of Wan Du

Title

Journal

Author(s)

Publication Date

Reward Bound for Behavioral Guarantee of Model-based Planning Agents

arXiv preprint arXiv:2402.13419

Zhiyu An

Xianzhong Ding

Wan Du

2024/2/20

Retrieving similar trajectories from cellular data of multiple carriers at city scale

ACM Transactions on Sensor Networks

Zhihao Shen

Wan Du

Xi Zhao

Jianhua Zou

2024/2/16

: Rateless-Enabled Link Adaptation for LoRa Networking

IEEE/ACM Transactions on Networking

Kang Yang

Miaomiao Liu

Wan Du

2024/4/24

DMM: A Deep Reinforcement Learning based Map Matching Framework for Cellular Data

IEEE Transactions on Knowledge and Data Engineering

Zhihao Shen

Kang Yang

Xi Zhao

Jianhua Zou

Wan Du

...

2024/4/1

Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control

arXiv preprint arXiv:2403.00172

Zhiyu An

Xianzhong Ding

Wan Du

2024/2/29

Hpc-gpt: Integrating large language model for high-performance computing

Xianzhong Ding

Le Chen

Murali Emani

Chunhua Liao

Pei-Hung Lin

...

2023/11/12

ATPP: A Mobile App Prediction System Based on Deep Marked Temporal Point Processes

ACM Transactions on Sensor Networks

Kang Yang

Xi Zhao

Jianhua Zou

Wan Du

2023/4/6

Data Efficient HVAC Control using Gaussian Process-based Reinforcement Learning

Zhiyu An

Xianzhong Ding

Wan Du

2023

Optimizing irrigation efficiency using deep reinforcement learning in the field

arXiv preprint arXiv:2304.01435

Xianzhong Ding

Wan Du

2023/4/4

CloudEval-YAML: A Practical Benchmark for Cloud Configuration Generation

arXiv preprint arXiv:2401.06786

Yifei Xu

Yuning Chen

Xumiao Zhang

Xianshang Lin

Pan Hu

...

2023/11/10

TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings

Hamid Rajabi

Xianzhong Ding

Wan Du

Alberto Cerpa

2023/11/15

Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning

arXiv preprint arXiv:2302.00725

Xianzhong Ding

Alberto Cerpa

Wan Du

2023/2/1

Link quality modeling for lora networks in orchards

Kang Yang

Yuning Chen

Xuanren Chen

Wan Du

2023/5/9

CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation

Zhiyu An

Xianzhong Ding

Arya Rathee

Wan Du

2023/11/15

CloudEval-YAML: A Realistic and Scalable Benchmark for Cloud Configuration Generation

Yifei Xu

Yuning Chen

Xumiao Zhang

Xianshang Lin

Pan Hu

...

2023

Interactive reinforced feature selection with traverse strategy

Knowledge and Information Systems

Kunpeng Liu

Dongjie Wang

Wan Du

Dapeng Oliver Wu

Yanjie Fu

2023/5

Enhancing Fault Resilience of Air Quality Monitoring in San Joaquin Valley: A Data Equity Analysis

Zhizhang Hu

Shangjie Du

Yuning Chen

Xuan Zhang

Wan Du

...

2023/11/12

Exploring deep reinforcement learning for holistic smart building control

ACM Transactions on Sensor Networks

Xianzhong Ding

Alberto Cerpa

Wan Du

2024

Driving maneuver anomaly detection based on deep auto-encoder and geographical partitioning

ACM Transactions on Sensor Networks

Miaomiao Liu

Kang Yang

Yanjie Fu

Dapeng Wu

Wan Du

2023/4/17

Drlic: Deep reinforcement learning for irrigation control

Xianzhong Ding

Wan Du

2022

See List of Professors in Wan Du University(University of California, Merced)

Co-Authors

H-index: 71
Jing Deng

Jing Deng

University of North Carolina at Greensboro

H-index: 70
Prasant Mohapatra

Prasant Mohapatra

University of California, Davis

H-index: 67
Dapeng Oliver Wu

Dapeng Oliver Wu

University of Florida

H-index: 65
Geyong Min

Geyong Min

University of Exeter

H-index: 57
Mukesh Singhal

Mukesh Singhal

University of California, Merced

H-index: 50
Mo Li

Mo Li

Nanyang Technological University

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