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58th IEEE/ACM International Symposium on Microarchitecture
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Haoran Geng, Xiaoyang Lu, Yuezhi Che, Ziang Tian, Dazhao Cheng, Xian-He Sun, Michael Niemier, X. Sharon Hu |
COSMOS: RL-Enhanced Locality-Aware Counter Cache Optimization for Secure Memory
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2025 International Conference for High Performance Computing, Networking, Storage, and Analysis
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Weihu Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
MXBLAS: Accelerating 8-bit Deep Learning with a Unified Micro-Scaled GEMM Library
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2025 International Conference for High Performance Computing, Networking, Storage, and Analysis
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Zheng Zhang, Hulin Wang, Hongming Xu, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
HyTiS: Hybrid Tile Scheduling for GPU GEMM with Enhanced Wave Utilization and Cache Locality
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ACM Conference on Human Factors in Computing Systems
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Siyu Wang, Janice Jianing Si, Huanghuang Liang, Chuang Hu, Yujun Zhu, Xiaobo Zhou, Kanye Ye Wang, Da |
Understanding the Challenges Students Face in Non-English Programming Environments Due to the Programming Language Transition: A Case Study of Keywords in the Chinese Version of Scratch
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IEEE International Conference on Data Engineering
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Wenhan Wu, Yili Gong, Jiawei Jiang, Chuang Hu, Xiaobo Zhou, Dazhao Cheng |
Defending against Attribute Inference Attacks in Post-Training of Recommendation Systems via Unlearning
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ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming
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Hulin Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
Harnessing Inter-GPU Shared Memory for Seamless MoE Communication-Computation Fusion
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IEEE Transactions on Mobile Computing
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Rui Ge, Huanghuang Liang, Zheng Gong, Chuang Hu, Xiaobo Zhou, Dazhao Cheng |
Streamlining Data Transfer in Collaborative SLAM through Bandwidth-aware Map Distillation
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IEEE Transactions on Parallel and Distributed Systems
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Huanghuang Liang, Xin Yang, Xiaoming Han, Boan Liu, Chuang Hu, Dan Wang, Xiaobo Zhou, Dazhao Cheng |
Spread+: Scalable Model Aggregation in Federated Learning with Non-IID Data
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USENIX Annual Technical Conference
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Yaqi Xia, Weihu Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
Revitalizing Sparse Matrix-Matrix Multiplication on Tensor Cores with Asynchronous and Balanced Kernel Optimization
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International World Wide Web Conference
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Wenhan Wu, Chuang Hu |
Aegis: Post-Training Attribute Unlearning in Federated Recommender Systems against Attribute Inference Attacks
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APNET2024
8th Asia-Pacific Workshop on Networking
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Zhili He, Tianyu Tu, Kanye Ye Wang, Bing Luo, Dazhao Cheng, Chuang Hu |
Federated Spectrum Management Through Hedonic Coalition Formation
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IEEE Internet of Things Journal
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Tianyu Tu, Zhili He, Zhigao Zheng, Zimu Zheng, Jiawei Jiang, Yili Gong, Chuang Hu, Dazhao Cheng |
Towards Lifelong Unseen Task Processing with a Lightweight Unlabeled Data Schema for AIoT
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JPDC2024
Journal of Parallel and Distributed Computing
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Wei Rang, Huanghuang Liang, Ye Wang, Xiaobo Zhou, Dazhao Cheng |
A Unified Hybrid Memory System for Scalable Deep Learning and Big Data Applications
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International Conference for High Performance Computing, Networking, Storage, and Analysis
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Weihu Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
Accelerating Distributed DLRM Training with Optimized TT Decomposition and Micro-Batching
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International Conference for High Performance Computing, Networking, Storage, and Analysis
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Zheng Zhang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
MCFuser: High-Performance and Rapid Fusion of Memory-Bound Compute-Intensive Operators
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International Conference for High Performance Computing, Networking, Storage, and Analysis
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Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng |
Scaling New Heights: Transformative Cross-GPU Sampling for Training Billion-Edge Graphs
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TBD2024
IEEE Transactions on Big Data
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Huanghuang Liang, Zheng Zhang, Yili Gong, Chuang Hu, Dazhao Cheng |
A Survey on Spatio-temporal Big Data Analytics Ecosystem: Resource Management, Processing Platform, and Applications
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IEEE Transactions on Computers
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Xinquan Cai, Qianlong Sang, Chuang Hu, Yili Gong, Kun Suo, Xiaobo Zhou, Dazhao Cheng |
Incendio: Priority-based Scheduling for Alleviating Cold Start in Serverless Computing
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IEEE Transactions on Computers
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Hulin Wang, Donglin Yang, Yaqi Xia, Zheng Zhang, Qigang Wang, Jianping Fan, Xiaobo Zhou, Dazhao Chen |
Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences
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TCC2024
IEEE Transactions on Cloud Computing
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Liu Liu, Zhijun Ding, Dazhao Cheng, Xiaobo Zhou |
Locality-aware and Fault-tolerant Batching for Machine Learning on Distributed Datasets
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