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Xianzhong Ding
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2020 – today
- 2024
- [j2]Xianzhong Ding
, Alberto Cerpa
Exploring Deep Reinforcement Learning for Holistic Smart Building Control. ACM Trans. Sens. Networks 20(3): 70:1-70:28 (2024) - [j1]Xianzhong Ding
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field. ACM Trans. Sens. Networks 20(4): 99:1-99:34 (2024) - [c16]Zhiyu An
Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control. DAC 2024: 86:1-86:6 - [c15]Zhiyu An, Xianzhong Ding, Wan Du:
Reward Bound for Behavioral Guarantee of Model-based Planning Agents. Tiny Papers @ ICLR 2024 - [i12]Zhiyu An, Xianzhong Ding, Wan Du:
Reward Bound for Behavioral Guarantee of Model-based Planning Agents. CoRR abs/2402.13419 (2024) - [i11]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) - [i10]Nasit S. Sony, Xianzhong Ding, Mukesh Singhal:
Prioritized-MVBA: A New Approach to Design an Optimal Asynchronous Byzantine Agreement Protocol. CoRR abs/2406.03739 (2024) - [i9]Xianzhong Ding, Zhiyu An, Arya Rathee, Wan Du:
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. CoRR abs/2407.12195 (2024) - [i8]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) - [i7]Nasit S. Sony, Xianzhong Ding, Mukesh Singhal:
Slim-ABC: An Optimized Atomic Broadcast Protocol. CoRR abs/2410.04268 (2024) - [i6]Nasit S. Sony, Xianzhong Ding, Mukesh Singhal:
A Committee Based Optimal Asynchronous Byzantine Agreement Protocol W.P. 1. CoRR abs/2410.23477 (2024) - 2023
- [b1]Xianzhong Ding:
Cyber-Physical Systems Optimization with Reinforcement Learning: Methods and Applications. University of California, Merced, USA, 2023 - [c14]Le Chen
Data Race Detection Using Large Language Models. SC Workshops 2023: 215-223 - [c13]Xianzhong Ding
HPC-GPT: Integrating Large Language Model for High-Performance Computing. SC Workshops 2023: 951-960 - [c12]Zhiyu An
CLUE: Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation. BuildSys 2023: 149-158 - [c11]Hamid Rajabi
TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings. BuildSys 2023: 198-207 - [c10]Zhiyu An
Poster Abstract: Data Efficient HVAC Control using Gaussian Process-based Reinforcement Learning. SenSys 2023: 538-539 - [i5]Xianzhong Ding
Exploring Deep Reinforcement Learning for Holistic Smart Building Control. CoRR abs/2301.11510 (2023) - [i4]Xianzhong Ding
Multi-zone HVAC Control with Model-Based Deep Reinforcement Learning. CoRR abs/2302.00725 (2023) - [i3]Xianzhong Ding
Optimizing Irrigation Efficiency using Deep Reinforcement Learning in the Field. CoRR abs/2304.01435 (2023) - [i2]Le Chen, Xianzhong Ding, Murali Emani, Tristan Vanderbruggen, Pei-Hung Lin, Chunhua Liao:
Data Race Detection Using Large Language Models. CoRR abs/2308.07505 (2023) - [i1]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
- [c9]Hamid Rajabi, Zhizhang Hu, Xianzhong Ding
MODES: multi-sensor occupancy data-driven estimation system for smart buildings. e-Energy 2022: 228-239 - [c8]Xianzhong Ding
DRLIC: Deep Reinforcement Learning for Irrigation Control. IPSN 2022: 41-53 - [c7]Xianzhong Ding
Poster Abstract: Smart Irrigation Control Using Deep Reinforcement Learning. IPSN 2022: 539-540 - 2021
- [c6]Devanshu Kumar, Xianzhong Ding
Building sensor fault detection and diagnostic system. BuildSys 2021: 357-360 - 2020
- [c5]Miaomiao Liu, Xianzhong Ding
Continuous, Real-Time Object Detection on Mobile Devices without Offloading. ICDCS 2020: 976-986 - [c4]Xianzhong Ding
MB2C: Model-Based Deep Reinforcement Learning for Multi-zone Building Control. BuildSys 2020: 50-59
2010 – 2019
- 2019
- [c3]Xianzhong Ding
OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control. BuildSys 2019: 326-335 - 2017
- [c2]Xianzhong Ding
Unified nvTCAM and sTCAM architecture for improving packet matching performance. LCTES 2017: 91-100 - 2016
- [c1]Hang Yu, Zhiping Jia, Lei Ju, Chunguang Liu
Energy Efficient Routing Algorithm Using Software Defining Network for WSNs via Unequal Clustering. GRMSE (2) 2016: 154-163
Coauthor Index
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