Dazhao Cheng

96 papers A* 8A 15B 9C 2Journal 50Unranked 12
YearRankTypeTitle / Venue / Authors
2026 B conf
JanusQuant: Accurate and Efficient 2-bit KV Cache Quantization for Long-Context Inference.
PPoPP
Chengyu Sun, Yaqi Xia, Hulin Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng
2026 J jnl
Metadata-guided multi-task transfer learning for thickness deviation detection in aluminum cold rolling: System design and real-world deployment.
Expert Syst. Appl.
Zhili He, Rui Ge, Huanghuang Liang, Jincheng Yu, Qing Shen, Jiawei Jiang, Chuang Hu, Dazhao Cheng
2026 A* conf
REMISVFU: Vertical Federated Unlearning via Representation Misdirection for Intermediate Output Feature.
AAAI
Wenhan Wu, Zhili He, Huanghuang Liang, Yili Gong, Jiawei Jiang, Chuang Hu, Dazhao Cheng
2025 A* conf
COSMOS: RL-Enhanced Locality-Aware Counter Cache Optimization for Secure Memory.
MICRO
Haoran Geng, Xiaoyang Lu, Yuezhi Che, Ziang Tian, Dazhao Cheng, Xian-He Sun, Michael T. Niemier, X. Sharon Hu
2025 A* conf
Defending against Attribute Inference Attacks in Post-Training of Recommendation Systems via Unlearning.
ICDE
Wenhan Wu, Yili Gong, Jiawei Jiang, Chuang Hu, Xiaobo Zhou, Dazhao Cheng
2025 J jnl
Emotions in Fandom Crowdfunding: Investigating How Online Interactions Affect Collaborative Monetary Activities.
ACM Trans. Comput. Hum. Interact.
Molly Zhuangtong Huang, Zhicong Lu, Caishi Huang, Zhenning Li, Hantao Zhao, Xiaobo Zhou, Dazhao Cheng, Kanye Ye Wang
2025 J jnl
Enabling Disaggregated Multi-Stage MLLM Inference via GPU-Internal Scheduling and Resource Sharing.
CoRR
Lingxiao Zhao, Haoran Zhou, Yuezhi Che, Dazhao Cheng
2025 J jnl
Featherlight Stateful WebAssembly for Serverless Inference Workflows.
IEEE Trans. Parallel Distributed Syst.
Xingguo Pang, Liu Liu, Yanze Zhang, Zhuofu Chen, Zhijun Ding, Dazhao Cheng, Xiaobo Zhou
2025 — conf
FedSM: A Federated Spectrum Management Architecture for 6G Network.
NPC (2)
Jinqi Yan, Zhili He, Chuang Hu, Dazhao Cheng
2025 J jnl
GVA: general content-aware feature map reusing structure for edge-side video analytics.
J. Electronic Imaging
Yuqing Zhang, Chuang Hu, Dazhao Cheng
2025 B conf
Harnessing Inter-GPU Shared Memory for Seamless MoE Communication-Computation Fusion.
PPoPP
Hulin Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng
2025 A conf
HyTiS: Hybrid Tile Scheduling for GPU GEMM with Enhanced Wave Utilization and Cache Locality.
SC
Zheng Zhang, Hulin Wang, Hongming Xu, Donglin Yang, Xiaobo Zhou, Dazhao Cheng
2025 — conf
Intelligent Welding System for Aluminum Coils by Adaptive Path Planning with Real-world Dataset.
WWW (Companion Volume)
Xiaowei Huang, Huanghuang Liang, Zhili He, Sihan Feng, Jiawei Jiang, Kanye Ye Wang, Chuang Hu, Dazhao Cheng
2025 A* conf
Investigating the Impact of Online Community Involvement on Safety Practices and Perceived Risks Among People Who Use Drugs.
USENIX Security Symposium
Jiliang Li, Nora Sinong Lu, Isaak Hanimann, Janice Jianing Si, Dazhao Cheng, Xiaobo Zhou, Kanye Ye Wang
2025 J jnl
MCFuser: High-Performance and Rapid Fusion of Memory-Bound Compute-Intensive Operators.
CoRR
Zheng Zhang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng
2025 J jnl
MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism.
CoRR
Zheng Zhang, Donglin Yang, Yaqi Xia, Liang Ding, Dacheng Tao, Xiaobo Zhou, Dazhao Cheng
2025 A conf
MXBLAS: Accelerating 8-bit Deep Learning with a Unified Micro-Scaled GEMM Library.
SC
Weihu Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng
2025 J jnl
Metadata-Guided Adaptable Frequency Scaling across Heterogeneous Applications and Devices.
CoRR
Jinqi Yan, Fang He, Qianlong Sang, Bifeng Tong, Peng Sun, Yili Gong, Chuang Hu, Dazhao Cheng
2025 J jnl
Mimir: Data-Free Federated Unlearning Through Client-Specific Prompt Generation for Personalized Models.
IEEE Trans. Mob. Comput.
Wenhan Wu, Huanghuang Liang, Tianyu Tu, Jiawei Jiang, Chuang Hu, Dazhao Cheng
2025 J jnl
OWL: Worker-assisted server bandwidth optimization for efficient communication federated learning.
J. Parallel Distributed Comput.
Xiaoming Han, Boan Liu, Chuang Hu, Dazhao Cheng
2025 J jnl
PriFairFed: A Local Differentially Private Federated Learning Algorithm for Client-Level Fairness.
IEEE Trans. Mob. Comput.
Chuang Hu, Nanxi Wu, Siping Shi, Xuan Liu, Bing Luo, Kanye Ye Wang, Jiawei Jiang, Dazhao Cheng
2025 J jnl
Priva: privacy reversible and intelligible video analytics system through diffusion restoration models.
J. Electronic Imaging
Hanqi Feng, Chuang Hu, Dazhao Cheng
2025 J jnl
REMISVFU: Vertical Federated Unlearning via Representation Misdirection for Intermediate Output Feature.
CoRR
Wenhan Wu, Zhili He, Huanghuang Liang, Yili Gong, Jiawei Jiang, Chuang Hu, Dazhao Cheng
2025 J jnl
SLO-Aware Instance Management With Queuing-Based Delay Execution.
IEEE Trans. Serv. Comput.
Xinquan Cai, Kai Yan, Yili Gong, Chuang Hu, Dazhao Cheng
2025 J jnl
Spread+: Scalable Model Aggregation in Federated Learning With Non-IID Data.
IEEE Trans. Parallel Distributed Syst.
Huanghuang Liang, Xin Yang, Xiaoming Han, Boan Liu, Chuang Hu, Dan Wang, Xiaobo Zhou, Dazhao Cheng
2025 J jnl
Streamlining Data Transfer in Collaborative SLAM Through Bandwidth-Aware Map Distillation.
IEEE Trans. Mob. Comput.
Rui Ge, Huanghuang Liang, Zheng Gong, Chuang Hu, Xiaobo Zhou, Dazhao Cheng
2025 J jnl
Toward Lifelong Unseen Task Processing With a Lightweight Unlabeled Data Schema for AIoT.
IEEE Internet Things J.
Tianyu Tu, Zhili He, Zhigao Zheng, Zimu Zheng, Jiawei Jiang, Yili Gong, Chuang Hu, Dazhao Cheng
2025 A* conf
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.
CHI
Siyu Wang, Janice Jianing Si, Huanghuang Liang, Chuang Hu, Yujun Zhu, Xiaobo Zhou, Kanye Ye Wang, Dazhao Cheng
2025 B conf
User-Aware Critical Thread Identification and Proactive CPU Governing on Mobile Devices.
ICPADS
Jiahao Qiu, Yuezhi Che, Dazhao Cheng
2025 — conf
Voltrix: Sparse Matrix-Matrix Multiplication on Tensor Cores with Asynchronous and Balanced Kernel Optimization.
USENIX ATC
Yaqi Xia, Weihu Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng
2025 A* conf
Zero-shot Federated Unlearning via Transforming from Data-Dependent to Personalized Model-Centric.
IJCAI
Wenhan Wu, Huanghuang Liang, Jingling Yuan, Jiawei Jiang, Kanye Ye Wang, Chuang Hu, Xiaobo Zhou, Dazhao Cheng
2024 J jnl
A Survey on Spatio-Temporal Big Data Analytics Ecosystem: Resource Management, Processing Platform, and Applications.
IEEE Trans. Big Data
Huanghuang Liang, Zheng Zhang, Chuang Hu, Yili Gong, Dazhao Cheng
2024 J jnl
A unified hybrid memory system for scalable deep learning and big data applications.
J. Parallel Distributed Comput.
Wei Rang, Huanghuang Liang, Ye Wang, Xiaobo Zhou, Dazhao Cheng
2024 A conf
Accelerating Distributed DLRM Training with Optimized TT Decomposition and Micro-Batching.
SC
Weihu Wang, Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng
2024 J jnl
Controlling Aluminum Strip Thickness by Clustered Reinforcement Learning With Real-World Dataset.
IEEE Trans. Ind. Informatics
Ziqi Xiao, Zhili He, Huanghuang Liang, Chuang Hu, Dazhao Cheng
2024 J jnl
Corrections to "DNN Surgery: Accelerating DNN Inference on the Edge through Layer Partitioning".
IEEE Trans. Cloud Comput.
Huanghuang Liang, Qianlong Sang, Chuang Hu, Dazhao Cheng, Xiaobo Zhou, Dan Wang, Wei Bao, Yu Wang
2024 J jnl
DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training.
IEEE Trans. Parallel Distributed Syst.
Haoran Zhou, Wei Rang, Hongyang Chen, Xiaobo Zhou, Dazhao Cheng
2024 A conf
Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer.
ECAI
Boan Liu, Liang Ding, Li Shen, Keqin Peng, Yu Cao, Dazhao Cheng, Dacheng Tao
2024 — conf
Expeditious High-Concurrency MicroVM SnapStart in Persistent Memory with an Augmented Hypervisor.
USENIX ATC
Xingguo Pang, Yanze Zhang, Liu Liu, Dazhao Cheng, Chengzhong Xu, Xiaobo Zhou
2024 — conf
Federated Spectrum Management Through Hedonic Coalition Formation.
APNet
Zhili He, Tianyu Tu, Kanye Ye Wang, Bing Luo, Dazhao Cheng, Chuang Hu
2024 — conf
Finestra: Multi-aggregator Swarm Learning for Gradient Leakage Defense.
ICA3PP (4)
Hangkit Choi, Junxuan Liao, Yuming Xiong, Yili Gong, Chuang Hu, Dazhao Cheng
2024 — conf
Improving User Experience via Reinforcement Learning-Based Resource Management on Mobile Devices.
ICIC (2)
Yufan Lu, Chuang Hu, Yili Gong, Dazhao Cheng
2024 J jnl
Incendio: Priority-Based Scheduling for Alleviating Cold Start in Serverless Computing.
IEEE Trans. Computers
Xinquan Cai, Qianlong Sang, Chuang Hu, Yili Gong, Kun Suo, Xiaobo Zhou, Dazhao Cheng
2024 — conf
JediGAN: A Fully Decentralized Training of GAN with Adaptive Discriminator Averaging and Generator Selection.
NPC (1)
Xiaoming Han, Boan Liu, Dazhao Cheng
2024 J jnl
Locality-Aware and Fault-Tolerant Batching for Machine Learning on Distributed Datasets.
IEEE Trans. Cloud Comput.
Liu Liu, Zhijun Ding, Dazhao Cheng, Xiaobo Zhou
2024 A conf
MCFuser: High-Performance and Rapid Fusion of Memory-Bound Compute-Intensive Operators.
SC
Zheng Zhang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng
2024 J jnl
MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism.
IEEE Trans. Parallel Distributed Syst.
Zheng Zhang, Yaqi Xia, Hulin Wang, Donglin Yang, Chuang Hu, Xiaobo Zhou, Dazhao Cheng
2024 J jnl
Opca: Enabling Optimistic Concurrent Access for Multiple Users in Oblivious Data Storage.
IEEE Trans. Parallel Distributed Syst.
Yuezhi Che, Dazhao Cheng, Xiao Wang, Rujia Wang
2024 J jnl
QoS-Aware Power Management via Scheduling and Governing Co-Optimization on Mobile Devices.
IEEE Trans. Mob. Comput.
Qianlong Sang, Jinqi Yan, Rui Xie, Chuang Hu, Kun Suo, Dazhao Cheng
2024 J jnl
Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences.
IEEE Trans. Computers
Hulin Wang, Donglin Yang, Yaqi Xia, Zheng Zhang, Qigang Wang, Jianping Fan, Xiaobo Zhou, Dazhao Cheng
2024 J jnl
Redundancy-Free and Load-Balanced TGNN Training With Hierarchical Pipeline Parallelism.
IEEE Trans. Parallel Distributed Syst.
Yaqi Xia, Zheng Zhang, Donglin Yang, Chuang Hu, Xiaobo Zhou, Hongyang Chen, Qianlong Sang, Dazhao Cheng
2024 J jnl
SLO-Aware Function Placement for Serverless Workflows With Layer-Wise Memory Sharing.
IEEE Trans. Parallel Distributed Syst.
Dazhao Cheng, Kai Yan, Xinquan Cai, Yili Gong, Chuang Hu
2024 A conf
Scaling New Heights: Transformative Cross-GPU Sampling for Training Billion-Edge Graphs.
SC
Yaqi Xia, Donglin Yang, Xiaobo Zhou, Dazhao Cheng
2024 J jnl
Tackling Multiplayer Interaction for Federated Generative Adversarial Networks.
IEEE Trans. Mob. Comput.
Chuang Hu, Tianyu Tu, Yili Gong, Jiawei Jiang, Zhigao Zheng, Dazhao Cheng
2023 J jnl
An Edge-Side Real-Time Video Analytics System With Dual Computing Resource Control.
IEEE Trans. Computers
Chuang Hu, Rui Lu, Qianlong Sang, Huanghuang Liang, Dan Wang, Dazhao Cheng, Jin Zhang, Qing Li, Junkun Peng
2023 J jnl
DNN Surgery: Accelerating DNN Inference on the Edge Through Layer Partitioning.
IEEE Trans. Cloud Comput.
Huanghuang Liang, Qianlong Sang, Chuang Hu, Dazhao Cheng, Xiaobo Zhou, Dan Wang, Wei Bao, Yu Wang
2023 J jnl
Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer.
CoRR
Boan Liu, Liang Ding, Li Shen, Keqin Peng, Yu Cao, Dazhao Cheng, Dacheng Tao
2023 J jnl
Dynamic Resource Provisioning for Iterative Workloads on Apache Spark.
IEEE Trans. Cloud Comput.
Dazhao Cheng, Yu Wang, Dong Dai
2023 J jnl
Joint Optimization Across Timescales: Resource Placement and Task Dispatching in Edge Clouds.
IEEE Trans. Cloud Comput.
Xinliang Wei, A. B. M. Mohaimenur Rahman, Dazhao Cheng, Yu Wang
2023 A conf
MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism.
IPDPS
Zheng Zhang, Donglin Yang, Yaqi Xia, Liang Ding, Dacheng Tao, Xiaobo Zhou, Dazhao Cheng
2023 A conf
Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism.
HPDC
Yaqi Xia, Zheng Zhang, Hulin Wang, Donglin Yang, Xiaobo Zhou, Dazhao Cheng
2023 J jnl
TAPU: A Transmission-Analytics Processing Unit for Accelerating Multifunctions in IoT Gateways.
IEEE Internet Things J.
Huanghuang Liang, Qianlong Sang, Chuang Hu, Yili Gong, Dazhao Cheng, Xiaobo Zhou, Yu Wang
2022 J jnl
BLISS: Robust Sequence-to-Sequence Learning via Self-Supervised Input Representation.
CoRR
Zheng Zhang, Liang Ding, Dazhao Cheng, Xuebo Liu, Min Zhang, Dacheng Tao
2022 J jnl
Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Data Centers.
IEEE Trans. Cloud Comput.
Donglin Yang, Dazhao Cheng, Wei Rang, Yu Wang
2022 B conf
Spread: Decentralized Model Aggregation for Scalable Federated Learning.
ICPP
Chuang Hu, Huanghuang Liang, Xiao Ming Han, Boan Liu, Dazhao Cheng, Dan Wang
2022 B conf
VCSR: Mutable CSR Graph Format Using Vertex-Centric Packed Memory Array.
CCGRID
Abdullah Al Raqibul Islam, Dong Dai, Dazhao Cheng
2021 J jnl
Data Life Aware Model Updating Strategy for Stream-Based Online Deep Learning.
IEEE Trans. Parallel Distributed Syst.
Wei Rang, Donglin Yang, Dazhao Cheng, Yu Wang
2021 J jnl
Privacy-Preserving Participant Grouping for Mobile Social Sensing Over Edge Clouds.
IEEE Trans. Netw. Sci. Eng.
Ting Li, Zhijin Qiu, Lijuan Cao, Dazhao Cheng, Weichao Wang, Xinghua Shi, Yu Wang
2021 — conf
Scalable Data Management on Hybrid Memory System for Deep Neural Network Applications.
IEEE BigData
Wei Rang, Donglin Yang, Zhimin Li, Dazhao Cheng
2021 C conf
Tackling Cold Start of Serverless Applications by Efficient and Adaptive Container Runtime Reusing.
CLUSTER
Kun Suo, Junggab Son, Dazhao Cheng, Wei Chen, Sabur Baidya
2020 — conf
A Shared Memory Cache Layer across Multiple Executors in Apache Spark.
IEEE BigData
Wei Rang, Donglin Yang, Dazhao Cheng
2020 C conf
Data Life Aware Model Updating Strategy for Stream-based Online Deep Learning.
CLUSTER
Wei Rang, Donglin Yang, Dazhao Cheng, Kun Suo, Wei Chen
2020 A conf
Efficient GPU Memory Management for Nonlinear DNNs.
HPDC
Donglin Yang, Dazhao Cheng
2020 A conf
Mitigating Stragglers in the Decentralized Training on Heterogeneous Clusters.
Middleware
Donglin Yang, Wei Rang, Dazhao Cheng
2020 — conf
Tackling Cold Start in Serverless Computing with Container Runtime Reusing.
NAI@SIGCOMM
Kun Suo, Yong Shi, XiaoHua Xu, Dazhao Cheng, Wei Chen
2020 B conf
waveSZ: a hardware-algorithm co-design of efficient lossy compression for scientific data.
PPoPP
Jiannan Tian, Sheng Di, Chengming Zhang, Xin Liang, Sian Jin, Dazhao Cheng, Dingwen Tao, Franck Cappello
2019 J jnl
Deadline-Aware MapReduce Job Scheduling with Dynamic Resource Availability.
IEEE Trans. Parallel Distributed Syst.
Dazhao Cheng, Xiaobo Zhou, Yinggen Xu, Liu Liu, Changjun Jiang
2019 — conf
Elastic Executor Provisioning for Iterative Workloads on Apache Spark.
IEEE BigData
Donglin Yang, Wei Rang, Dazhao Cheng, Yu Wang, Jiannan Tian, Dingwen Tao
2019 J jnl
Heterogeneity Aware Workload Management in Distributed Sustainable Datacenters.
IEEE Trans. Parallel Distributed Syst.
Dazhao Cheng, Xiaobo Zhou, Zhijun Ding, Yu Wang, Mike Ji
2018 J jnl
Adaptive Scheduling Parallel Jobs with Dynamic Batching in Spark Streaming.
IEEE Trans. Parallel Distributed Syst.
Dazhao Cheng, Xiaobo Zhou, Yu Wang, Changjun Jiang
2018 J jnl
Energy Efficiency Aware Task Assignment with DVFS in Heterogeneous Hadoop Clusters.
IEEE Trans. Parallel Distributed Syst.
Dazhao Cheng, Xiaobo Zhou, Palden Lama, Mike Ji, Changjun Jiang
2018 B conf
Joint Optimization of MapReduce Scheduling and Network Policy in Hierarchical Clouds.
ICPP
Donglin Yang, Wei Rang, Dazhao Cheng
2018 A conf
Performance Isolation of Data-Intensive Scale-out Applications in a Multi-tenant Cloud.
IPDPS
Palden Lama, Shaoqi Wang, Xiaobo Zhou, Dazhao Cheng
2018 B conf
Reference-distance Eviction and Prefetching for Cache Management in Spark.
ICPP
Tiago B. G. Perez, Xiaobo Zhou, Dazhao Cheng
2017 A* conf
Adaptive scheduling of parallel jobs in spark streaming.
INFOCOM
Dazhao Cheng, Yuan Chen, Xiaobo Zhou, Daniel Gmach, Dejan S. Milojicic
2017 J jnl
Cross-Platform Resource Scheduling for Spark and MapReduce on YARN.
IEEE Trans. Computers
Dazhao Cheng, Xiaobo Zhou, Palden Lama, Jun Wu, Changjun Jiang
2017 J jnl
Improving Performance of Heterogeneous MapReduce Clusters with Adaptive Task Tuning.
IEEE Trans. Parallel Distributed Syst.
Dazhao Cheng, Jia Rao, Yanfei Guo, Changjun Jiang, Xiaobo Zhou
2017 J jnl
iShuffle: Improving Hadoop Performance with Shuffle-on-Write.
IEEE Trans. Parallel Distributed Syst.
Yanfei Guo, Jia Rao, Dazhao Cheng, Xiaobo Zhou
2016 J jnl
Elastic Power-Aware Resource Provisioning of Heterogeneous Workloads in Self-Sustainable Datacenters.
IEEE Trans. Computers
Dazhao Cheng, Jia Rao, Changjun Jiang, Xiaobo Zhou
2015 A conf
Resource and Deadline-Aware Job Scheduling in Dynamic Hadoop Clusters.
IPDPS
Dazhao Cheng, Jia Rao, Changjun Jiang, Xiaobo Zhou
2015 J jnl
Self-Tuning Batching with DVFS for Performance Improvement and Energy Efficiency in Internet Servers.
ACM Trans. Auton. Adapt. Syst.
Dazhao Cheng, Yanfei Guo, Changjun Jiang, Xiaobo Zhou
2015 A* conf
StoreApp: A shared storage appliance for efficient and scalable virtualized Hadoop clusters.
INFOCOM
Yanfei Guo, Jia Rao, Dazhao Cheng, Changjun Jiang, Cheng-Zhong Xu, Xiaobo Zhou
2015 A conf
Towards Energy Efficiency in Heterogeneous Hadoop Clusters by Adaptive Task Assignment.
ICDCS
Dazhao Cheng, Palden Lama, Changjun Jiang, Xiaobo Zhou
2014 A conf
Heterogeneity-Aware Workload Placement and Migration in Distributed Sustainable Datacenters.
IPDPS
Dazhao Cheng, Changjun Jiang, Xiaobo Zhou
2014 A conf
Improving MapReduce performance in heterogeneous environments with adaptive task tuning.
Middleware
Dazhao Cheng, Jia Rao, Yanfei Guo, Xiaobo Zhou
2013 B conf
Self-Tuning Batching with DVFS for Improving Performance and Energy Efficiency in Servers.
MASCOTS
Dazhao Cheng, Yanfei Guo, Xiaobo Zhou