| 2024 | MLETune: Streamlining Database Knob Tuning via Multi-LLMs Experts Guided Deep Reinforcement Learning. | Wenlong Dong, Wei Liu, Rui Xi, Mengshu Hou, Shuhuan Fan |
| 2024 | VAKY: Scheduling In-network Aggregation for Distributed Deep Training Acceleration. | Penglai Cui, Heng Pan, Jianer Zhou, Qinghua Wu, Zhaohua Wang, Zhenyu Li |
| 2024 | Parallel K-means on GPU using Warp-Centric Strategies. | Michel B. Cordeiro, Wagner M. Nunan Zola |
| 2024 | Generic and ML Workloads in an HPC Datacenter: Node Energy, Job Failures, and Node-Job Analysis. | Xiaoyu Chu, Daniel Hofsttter, Shashikant Ilager, Sacheendra Talluri, Duncan Kampert, Damian Podareanu, Dmitry Duplyakin, Ivona Brandic, Alexandru Iosup |
| 2024 | Synergy: Collaborating Centralized and Local Scheduling for Serverless Functions. | Hanmei Chen, Laiping Zhao, Yanan Yang, Jianing You, Keqiu Li |
| 2024 | Hypergraph Neural Networks Based on Enclosing Subgraph Extraction for Link Prediction. | Liang Chen, Ying Zhao, Atul Sajjanhar |
| 2024 | Priority-aware deadlock recovery algorithm for multi-chiplet systems. | Zhiqiang Chen, Yongwen Wang, Hongwei Zhou, Mengjin Li |
| 2024 | mmTAI: Biometrics-assisted Multi-person Tracking with mmWave Radar. | Yande Chen, Yuan He, Yimiao Sun, Awais Ahmad Siddiqi, Jia Zhang, Xiuzhen Guo |
| 2024 | SwitchFlow: Optimizing HPC Workflow Performance with Heterogeneous Serverless Frameworks. | Hao Chen, Yucong Dong, Xin Wen, Zichen Xu |
| 2024 | Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition. | Xi Chen, Julien Cumin, Fano Ramparany, Dominique Vaufreydaz |
| 2024 | UAV Swarm Collaborative Transmission Optimization for Machine Learning Tasks. | Liangchen Chao, Bo Zhang, Hengpeng Guo, Fangheng Ji, Junfeng Li |
| 2024 | TensorPolyMul: Accelerating Polynomial Multiplication in NTT-unfriendly Lattice-based Cryptography Using Tensor Cores. | Yi Bian, Fangyu Zheng, Jiwu Jing |
| 2024 | Analysis of Parallel Graph Applications. | Funda Atik, Serif Yesil, Hamza Ouarnoughi, Smal Niar, Ozcan Ozturk |
| 2024 | A distributed convergecast algorithm for dynamic mobile networks. | Aymeric Agon-Rambosson, Jonathan Lejeune, Julien Sopena, Pierre Sens |
| 2024 | Self-supervised Adversarial Hashing for Large-scale Image Retrieval. | Yuan Cao, Xue Xu, Junwei Liu, Xiangru Chen |
| 2024 | MARS: Multi-Agent Deep Reinforcement Learning for Real-Time Workflow Scheduling in Hybrid Clouds with Privacy Protection. | Long Cheng, Haoyang He, Yan Gu, Qingzhi Liu, Zhiming Zhao, Fang Fang |
| 2023 | Communication-aware Quantization for Deep Learning Inference Parallelization on Chiplet-based Accelerators. | Kaiwei Zou, Songyun Qu, Wen Li, Ying Wang, Huawei Li, Yongpan Liu |
| 2023 | What Determines the Price of NFTs? | Vivian Ziemke, Benjamin Estermann, Roger Wattenhofer, Ye Wang |
| 2023 | Recognizing Semantics-Consistent Subsequences for Sequential Recommendation. | Wenhui Zhu, Yanmin Zhu, Zhaobo Wang, Mengyuan Jing, Qinghua Chen |
| 2023 | Performance Evaluation of MindSpore and PyTorch Based on Ascend NPU. | Zeling Zhu, Bangchuan Wang, Chuying Yang, Rui Zhu, Mingyao Zhou, Nenggan Zheng |
| 2023 | Detecting Ethereum Phishing Scams via Multi-transaction-view Graph Attention Network. | Shaoxuan Zhuo, Guang Li, Weigang Wu, Jing Bian |
| 2023 | Characterization of Large-scale HPC Workloads with non-nave I/O Roofline Modeling and Scoring. | Zhaobin Zhu, Sarah Neuwirth |
| 2023 | A Time Series Clustering Method for Network Big Data. | Yujia Zhu, Geyong Min, Yulei Wu, Haozhe Wang |
| 2023 | A Reliability and Robustness-driven Approach for Optimizing VM Placement in Clouds. | Yuheng Zhu, Jiawei Liu, Gongming Zhao, Hongli Xu, Huaqing Tu |
| 2023 | Lightweight Multi-Semantic Hierarchy-Aware Poincar Knowledge Graph Embeddings. | Dong Zhu, Yao Lin, Haonan Tan, Le Wang, Zhaoquan Gu |