Xianzhong Ding

According to our database, Xianzhong Ding authored at least 23 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field.

Xianzhong Ding, Wan Du

ACM Trans. Sens. Networks, July, 2024

Exploring Deep Reinforcement Learning for Holistic Smart Building Control.

Xianzhong Ding, Alberto Cerpa, Wan Du

ACM Trans. Sens. Networks, May, 2024

Slim-ABC: An Optimized Atomic Broadcast Protocol.

Nasit S. Sony, Xianzhong Ding, Mukesh Singhal

CoRR, 2024

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

Zhiyu An, Xianzhong Ding, Yen-Chun Fu, Cheng-Chung Chu, Yan Li, Wan Du

CoRR, 2024

Prioritized-MVBA: A New Approach to Design an Optimal Asynchronous Byzantine Agreement Protocol.

Nasit S. Sony, Xianzhong Ding, Mukesh Singhal

CoRR, 2024

Reward Bound for Behavioral Guarantee of Model-based Planning Agents.

Zhiyu An, Xianzhong Ding, Wan Du

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.

Zhiyu An, Xianzhong Ding, Wan Du

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

Cyber-Physical Systems Optimization with Reinforcement Learning: Methods and Applications

Xianzhong Ding

PhD thesis, 2023

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

Xianzhong Ding, Alberto Cerpa, Wan Du

CoRR, 2023

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

Hamid Rajabi, Xianzhong Ding, Wan Du, Alberto Cerpa

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

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

Zhiyu An, Xianzhong Ding, Arya Rathee, Wan Du

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.

Zhiyu An, Xianzhong Ding, Wan Du

Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023

HPC-GPT: Integrating Large Language Model for High-Performance Computing.

Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto Cerpa, Wan Du

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Data Race Detection Using Large Language Models.

Le Chen, Xianzhong Ding, Murali Emani, Tristan Vanderbruggen, Pei-Hung Lin, Chunhua Liao

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

2022

Poster Abstract: Smart Irrigation Control Using Deep Reinforcement Learning.

Xianzhong Ding, Wan Du

Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

DRLIC: Deep Reinforcement Learning for Irrigation Control.

Xianzhong Ding, Wan Du

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.

Hamid Rajabi, Zhizhang Hu, Xianzhong Ding, Shijia Pan, Wan Du, Alberto Cerpa

Proceedings of the e-Energy '22: The Thirteenth ACM International Conference on Future Energy Systems, Virtual Event, 28 June 2022, 2022

2021

Building sensor fault detection and diagnostic system.

Devanshu Kumar, Xianzhong Ding, Wan Du, Alberto Cerpa

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

2020

MB2C: Model-Based Deep Reinforcement Learning for Multi-zone Building Control.

Xianzhong Ding, Wan Du, Alberto E. Cerpa

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Continuous, Real-Time Object Detection on Mobile Devices without Offloading.

Miaomiao Liu, Xianzhong Ding, Wan Du

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

2019

OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control.

Xianzhong Ding, Wan Du, Alberto Cerpa

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

2017

Unified nvTCAM and sTCAM architecture for improving packet matching performance.

Xianzhong Ding, Zhiyong Zhang, Zhiping Jia, Lei Ju, Mengying Zhao, Huawei Huang

Proceedings of the 18th ACM SIGPLAN/SIGBED Conference on Languages, 2017

2016

Energy Efficient Routing Algorithm Using Software Defining Network for WSNs via Unequal Clustering.

Hang Yu, Zhiping Jia, Lei Ju, Chunguang Liu, Xianzhong Ding

Proceedings of the Geo-Spatial Knowledge and Intelligence, 2016