| 2026 | HPCA | Near-Zero-Overhead Freshness for Recommendation Systems via Inference-Side Model Updates. | Wenjun Yu, Sitian Chen, Cheng Chen, Amelie Chi Zhou |
| 2026 | ICDCS | RcLLM: Accelerating Generative Recommendation via Beyond-Prefix KV Caching. | Zhan Zhao, Yuxin Wang, Amelie Chi Zhou |
| 2026 | ICDE | CFDGraph: Privacy-Preserving Graph Processing for Large-Scale Collaborative Fraud Detection. | Qiulin Wu, Amelie Chi Zhou, Tristan Allard, Shadi Ibrahim, Yuhong Feng, Lichun Li, Amr El Abbadi |
| 2026 | ICDE | SNI-GNN: SmartNIC-Assisted Full-Graph GNN Training with In-Network Embedding Prediction. | Guofan Yu, Sitian Chen, Zhenheng Tang, Xiaowen Chu, Amelie Chi Zhou |
| 2025 | KDD | BurstGPT: A Real-World Workload Dataset to Optimize LLM Serving Systems. | Yuxin Wang, Yuhan Chen, Zeyu Li, Xueze Kang, Yuchu Fang, Yeju Zhou, Yang Zheng, Zhenheng Tang, Xin He, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, Xiaowen Chu |
| 2025 | SC | UpANNS: Enhancing Billion-Scale ANNS Efficiency with Real-World PIM Architecture. | Sitian Chen, Amelie Chi Zhou, Yucheng Shi, Yusen Li, Xin Yao |
| 2024 | DAC | UpDLRM: Accelerating Personalized Recommendation using Real-World PIM Architecture. | Sitian Chen, Haobin Tan, Amelie Chi Zhou, Yusen Li, Pavan Balaji |
| 2024 | ICDE | Boosting Write Performance of KV Stores: An NVM - Enabled Storage Collaboration Approach. | Yi Wang, Jiajian He, Kaoyi Sun, Yunhao Dong, Jiaxian Chen, Chenlin Ma, Amelie Chi Zhou, Rui Mao |
| 2024 | ICPP | Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning. | Zichen Tang, Junlin Huang, Rudan Yan, Yuxin Wang, Zhenheng Tang, Shaohuai Shi, Amelie Chi Zhou, Xiaowen Chu |
| 2024 | IWQoS | Low-Latency Video Conferencing via Optimized Packet Routing and Reordering. | Yao Xiao, Sitian Chen, Amelie Chi Zhou, Shuhao Zhang, Yi Wang, Rui Mao, Xuan Yang |
| 2023 | ICS | DyVer: Dynamic Version Handling for Array Databases. | Amelie Chi Zhou, Zhoubin Ke, Jianming Lao |
| 2022 | CLOUD | PGPregel: an end-to-end system for privacy-preserving graph processing in geo-distributed data centers. | Amelie Chi Zhou, Ruibo Qiu, Thomas Lambert, Tristan Allard, Shadi Ibrahim, Amr El Abbadi |
| 2022 | ICDE | Adaptive Partitioning for Large-Scale Graph Analytics in Geo-Distributed Data Centers. | Amelie Chi Zhou, Juanyun Luo, Ruibo Qiu, Haobin Tan, Bingsheng He, Rui Mao |
| 2020 | ICPP | ParSecureML: An Efficient Parallel Secure Machine Learning Framework on GPUs. | Zheng Chen, Feng Zhang, Amelie Chi Zhou, Jidong Zhai, Chenyang Zhang, Xiaoyong Du |
| 2019 | DATE | PATCH: Process-Variation-Resilient Space Allocation for Open-Channel SSD with 3D Flash. | Jing Chen, Yi Wang, Amelie Chi Zhou, Rui Mao, Tao Li |
| 2019 | DATE | Towards Cross-Platform Inference on Edge Devices with Emerging Neuromorphic Architecture. | Shangyu Wu, Yi Wang, Amelie Chi Zhou, Rui Mao, Zili Shao, Tao Li |
| 2019 | ICPP | Incorporating Probabilistic Optimizations for Resource Provisioning of Data Processing Workflows. | Amelie Chi Zhou, Yao Xiao, Bingsheng He, Shadi Ibrahim, Reynold Cheng |
| 2019 | SIGMOD | BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures. | Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He |
| 2018 | CCGRID | Nitro: Network-Aware Virtual Machine Image Management in Geo-Distributed Clouds. | Jad Darrous, Shadi Ibrahim, Amelie Chi Zhou, Christian Prez |
| 2018 | ICPP | Energy-Efficient Speculative Execution using Advanced Reservation for Heterogeneous Clusters. | Amelie Chi Zhou, Tien-Dat Phan, Shadi Ibrahim, Bingsheng He |
| 2017 | CLUSTER | Eley: On the Effectiveness of Burst Buffers for Big Data Processing in HPC Systems. | Orcun Yildiz, Amelie Chi Zhou, Shadi Ibrahim |
| 2017 | EuroPar | Energy-Driven Straggler Mitigation in MapReduce. | Tien-Dat Phan, Shadi Ibrahim, Amelie Chi Zhou, Guillaume Aupy, Gabriel Antoniu |
| 2017 | ICDCS | On Achieving Efficient Data Transfer for Graph Processing in Geo-Distributed Datacenters. | Amelie Chi Zhou, Shadi Ibrahim, Bingsheng He |
| 2017 | ICDE | Revisiting the Design of Data Stream Processing Systems on Multi-Core Processors. | Shuhao Zhang, Bingsheng He, Daniel Dahlmeier, Amelie Chi Zhou, Thomas Heinze |
| 2017 | ICPADS | Multi-objective Optimizations in Geo-Distributed Data Analytics Systems. | Zhaojie Niu, Bingsheng He, Amelie Chi Zhou, Chiew Tong Lau |
| 2017 | SC | Efficient process mapping in geo-distributed cloud data centers. | Amelie Chi Zhou, Yifan Gong, Bingsheng He, Jidong Zhai |
| 2015 | HPDC | A Declarative Optimization Engine for Resource Provisioning of Scientific Workflows in IaaS Clouds. | Amelie Chi Zhou, Bingsheng He, Xuntao Cheng, Chiew Tong Lau |
| 2015 | SC | Monetary cost optimizations for MPI-based HPC applications on Amazon clouds: checkpoints and replicated execution. | Yifan Gong, Bingsheng He, Amelie Chi Zhou |
| 2014 | CloudCom | Simplified Resource Provisioning for Workflows in IaaS Clouds. | Amelie Chi Zhou, Bingsheng He |