Xianzhong Ding

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 25

Top Topics

Fault Detection

Control Problems

Reinforcement Learning

Gaussian Process

Top Venues

BuildSys@SenSys

Publications

Zhiyu An, Xianzhong Ding, Wan Du
Reward Bound for Behavioral Guarantee of Model-based Planning Agents. Tiny Papers @ ICLR (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)
Xianzhong Ding, Zhiyu An, Arya Rathee, Wan Du
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. CoRR (2024)
Nasit S. Sony, Xianzhong Ding, Mukesh Singhal
Prioritized-MVBA: A New Approach to Design an Optimal Asynchronous Byzantine Agreement Protocol. CoRR (2024)
Zhiyu An, Xianzhong Ding, Wan Du
Reward Bound for Behavioral Guarantee of Model-based Planning Agents. CoRR (2024)
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)
Zhiyu An, Xianzhong Ding, Arya Rathee, Wan Du
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. BuildSys@SenSys (2023)
Xianzhong Ding, Alberto Cerpa, Wan Du
Exploring Deep Reinforcement Learning for Holistic Smart Building Control. CoRR (2023)
Le Chen, Xianzhong Ding, Murali Emani, Tristan Vanderbruggen, Pei-Hung Lin, Chunhua Liao
Data Race Detection Using Large Language Models. CoRR (2023)
Le Chen, Xianzhong Ding, Murali Emani, Tristan Vanderbruggen, Pei-Hung Lin, Chunhua Liao
Data Race Detection Using Large Language Models. SC Workshops (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)
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)
Xianzhong Ding, Wan Du
Poster Abstract: Smart Irrigation Control Using Deep Reinforcement Learning. IPSN (2022)
Devanshu Kumar, Xianzhong Ding, Wan Du, Alberto Cerpa
Building sensor fault detection and diagnostic system. BuildSys@SenSys (2021)
Miaomiao Liu, Xianzhong Ding, Wan Du
Continuous, Real-Time Object Detection on Mobile Devices without Offloading. ICDCS (2020)
Xianzhong Ding, Wan Du, Alberto E. Cerpa
MB2C: Model-Based Deep Reinforcement Learning for Multi-zone Building Control. BuildSys@SenSys (2020)
Xianzhong Ding, Wan Du, Alberto Cerpa
OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control. BuildSys@SenSys (2019)
Xianzhong Ding, Zhiyong Zhang, Zhiping Jia, Lei Ju, Mengying Zhao, Huawei Huang
Unified nvTCAM and sTCAM architecture for improving packet matching performance. LCTES (2017)
Hang Yu, Zhiping Jia, Lei Ju, Chunguang Liu, Xianzhong Ding
Energy Efficient Routing Algorithm Using Software Defining Network for WSNs via Unequal Clustering. GRMSE (2) (2016)