High Throughput Large Scale Sorting on a CPU-FPGA Heterogeneous Platform. - Chi Zhang 022; Ren Chen; Viktor K. Prasanna (IPDPS Workshops, 2016)

Fast and efficient implementation of Convolutional Neural Networks on FPGA. - Abhinav Podili; Chi Zhang 022; Viktor K. Prasanna (ASAP, 2017)

Frequency Domain Acceleration of Convolutional Neural Networks on CPU-FPGA Shared Memory System. - Chi Zhang 022; Viktor K. Prasanna (FPGA, 2017)

Fast generation of high throughput customized deep learning accelerators on FPGAs. - Hanqing Zeng; Chi Zhang 022; Viktor K. Prasanna (ReConFig, 2017)

A Framework for Generating High Throughput CNN Implementations on FPGAs. - Hanqing Zeng; Ren Chen; Chi Zhang 022; Viktor K. Prasanna (FPGA, 2018)

Generative Adversarial Network for Synthetic Time Series Data Generation in Smart Grids. - Chi Zhang 022; Sanmukh R. Kuppannagari; Rajgopal Kannan; Viktor K. Prasanna (SmartGridComm, 2018)

A cooperative multi-agent deep reinforcement learning framework for real-time residential load scheduling. - Chi Zhang 022; Sanmukh R. Kuppannagari; Chuanxiu Xiong; Rajgopal Kannan; Viktor K. Prasanna (IoTDI, 2019)

Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation. - Chi Zhang 022; Sanmukh R. Kuppannagari; Rajgopal Kannan; Viktor K. Prasanna (BuildSys, 2019)

Maximum Entropy Model Rollouts: Fast Model Based Policy Optimization without Compounding Errors. - Chi Zhang 022; Sanmukh Rao Kuppannagari; Viktor K. Prasanna (CoRR, 2020)

BRAC+: Improved Behavior Regularized Actor Critic for Offline Reinforcement Learning. - Chi Zhang 022; Sanmukh R. Kuppannagari; Viktor K. Prasanna (ACML, 2021)

Parallel Actors and Learners: A Framework for Generating Scalable RL Implementations. - Chi Zhang 022; Sanmukh Rao Kuppannagari; Viktor K. Prasanna (HiPC, 2021)

Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning. - Diyi Hu; Chi Zhang 022; Viktor K. Prasanna; Bhaskar Krishnamachari (ACML, 2022)

Intelligent Communication over Realistic Wireless Networks in Multi-Agent Cooperative Games. - Diyi Hu; Chi Zhang 022; Viktor K. Prasanna; Bhaskar Krishnamachari (AAMAS, 2022)

FPGA acceleration of deep reinforcement learning using on-chip replay management. - Yuan Meng 001; Chi Zhang 022; Viktor K. Prasanna (CF, 2022)

Safe Building HVAC Control via Batch Reinforcement Learning. - Chi Zhang 022; Sanmukh Rao Kuppannagari; Viktor K. Prasanna (IEEE Trans. Sustain. Comput., 2022)

A Framework for Mapping DRL Algorithms With Prioritized Replay Buffer Onto Heterogeneous Platforms. - Chi Zhang 022; Yuan Meng 001; Viktor K. Prasanna (IEEE Trans. Parallel Distributed Syst., 2023)

HybridFlow: A Flexible and Efficient RLHF Framework. - Guangming Sheng; Chi Zhang 022; Zilingfeng Ye; Xibin Wu; Wang Zhang; Ru Zhang; Yanghua Peng; Haibin Lin; Chuan Wu 001 (EuroSys, 2025)