Chi Zhang

Orcid: 0000-0001-7374-1940

Affiliations:
  • University of Southern California, Computer Science Department, Los Angeles, CA, USA


According to our database1, Chi Zhang authored at least 16 papers between 2016 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
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Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
A Framework for Mapping DRL Algorithms With Prioritized Replay Buffer Onto Heterogeneous Platforms.
IEEE Trans. Parallel Distributed Syst., June, 2023

2022
Safe Building HVAC Control via Batch Reinforcement Learning.
IEEE Trans. Sustain. Comput., 2022

FPGA acceleration of deep reinforcement learning using on-chip replay management.
Proceedings of the CF '22: 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17, 2022

Intelligent Communication over Realistic Wireless Networks in Multi-Agent Cooperative Games.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning.
Proceedings of the Asian Conference on Machine Learning, 2022

2021
Parallel Actors and Learners: A Framework for Generating Scalable RL Implementations.
Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021

BRAC+: Improved Behavior Regularized Actor Critic for Offline Reinforcement Learning.
Proceedings of the Asian Conference on Machine Learning, 2021

2020
Maximum Entropy Model Rollouts: Fast Model Based Policy Optimization without Compounding Errors.
CoRR, 2020

2019
Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

A cooperative multi-agent deep reinforcement learning framework for real-time residential load scheduling.
Proceedings of the International Conference on Internet of Things Design and Implementation, 2019

2018
Generative Adversarial Network for Synthetic Time Series Data Generation in Smart Grids.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

A Framework for Generating High Throughput CNN Implementations on FPGAs.
Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

2017
Fast generation of high throughput customized deep learning accelerators on FPGAs.
Proceedings of the International Conference on ReConFigurable Computing and FPGAs, 2017

Frequency Domain Acceleration of Convolutional Neural Networks on CPU-FPGA Shared Memory System.
Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017

Fast and efficient implementation of Convolutional Neural Networks on FPGA.
Proceedings of the 28th IEEE International Conference on Application-specific Systems, 2017

2016
High Throughput Large Scale Sorting on a CPU-FPGA Heterogeneous Platform.
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016


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