Quan Chen - RankMe

218 papers A* 20A 31B 20C 9Journal 90Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Arena: Efficiently Training Large Models via Dynamic Scheduling and Adaptive Parallelism Co-Design. EuroSys Chunyu Xue, Weihao Cui, Quan Chen, Chen Chen, Han Zhao, Shulai Zhang, Linmei Wang, Yan Li, Limin Xiao, Weifeng Zhang, Jing Yang, Bingsheng He, Minyi Guo
2026	A*	`conf`	ELORA: Efficient LoRA and KV Cache Management for Multi-LoRA LLM Serving. HPCA Jiuchen Shi, Hang Zhang, Yixiao Wang, Quan Chen, Yizhou Shan, Kaihua Fu, Wei Wang, Minyi Guo
2026	J	`jnl`	Flexible Synchronization Control for Accurate and Efficient Federated Learning. IEEE Trans. Parallel Distributed Syst. Zuo Gan, Chen Chen, Jiayi Zhang, Yifei Zhu, Jieru Zhao, Quan Chen, Minyi Guo
2026	A*	`conf`	LEGO: Supporting LLM-Enhanced Games with One Gaming GPU. HPCA Han Zhao, Weihao Cui, Zeshen Zhang, Wenhao Zhang, Jiangtong Li, Quan Chen, Pu Pang, Zijun Li, Zhenhua Han, Yuqing Yang, Minyi Guo
2026	A	`conf`	MegaScale-Omni: A Hyper-Scale, Workload-Resilient System for MultiModal LLM Training in Production. EuroSys Chunyu Xue, Yangrui Chen, Jianyu Jiang, Ningxin Zheng, Junda Feng, Jingji Chen, Shixiong Zhao, Shen Yan, Yi Lin, Lei Shi, Zanbo Wang, Lishu Luo, Faming Wu, Haibin Lin, Yanghua Peng, Xin Liu, Quan Chen
2026	J	`jnl`	MuxTune: Efficient Multi-Task LLM Fine-Tuning in Multi-Tenant Datacenters via Spatial-Temporal Backbone Multiplexing. CoRR Chunyu Xue, Yi Pan, Weihao Cui, Quan Chen, Shulai Zhang, Bingsheng He, Minyi Guo
2026	J	`jnl`	QoS Awareness and Improved Throughput of Point Cloud Services With Dynamic Workloads. IEEE Trans. Computers Kaihua Fu, Jiuchen Shi, Yao Chen, Quan Chen, Weng-Fai Wong, Wei Wang, Bingsheng He, Minyi Guo
2026	J	`jnl`	S-HPLB: Efficient LLM Attention Serving via Sparsity-Aware Head Parallelism Load Balance. CoRR Di Liu, Yifei Liu, Chen Chen, Zhibin Yu, Xiaoyi Fan, Quan Chen, Minyi Guo
2026	J	`jnl`	SageSched: Efficient LLM Scheduling Confronting Demand Uncertainty and Hybridity. CoRR Zhenghao Gan, Yichen Bao, Yifei Liu, Chen Chen, Quan Chen, Minyi Guo
2026	A	`conf`	Suika: Efficient and High-quality Re-scheduling of 3D-parallelized LLM Training Jobs in Shared Clusters. EuroSys Yuxuan Wang, Yanbo Wang, Chen Chen, Chunyu Xue, Qizhen Weng, Yin Chen, Zeren Li, Xuqi Zhu, Yongqiang Yang, Quan Chen, Minyi Guo
2026	—	`conf`	Towards High-Goodput LLM Serving with Prefill-decode Multiplexing. ASPLOS (2) Yukang Chen, Weihao Cui, Han Zhao, Ziyi Xu, Xiaoze Fan, Xusheng Chen, Yangjie Zhou, Shixuan Sun, Bingsheng He, Quan Chen
2026	A*	`conf`	Towards Resource-Efficient Serverless LLM Inference with SLINFER. HPCA Chuhao Xu, Zijun Li, Quan Chen, Han Zhao, Xueyan Tang, Minyi Guo
2025	J	`jnl`	ARACHNE: Optimizing Distributed Parallel Applications with Reduced Inter-Process Communication. ACM Trans. Archit. Code Optim. Yifu He, Han Zhao, Weihao Cui, Shulai Zhang, Quan Chen, Minyi Guo
2025	J	`jnl`	Adaptive Kernel Fusion for Improving the GPU Utilization While Ensuring QoS. IEEE Trans. Computers Han Zhao, Junxiao Deng, Weihao Cui, Quan Chen, Youtao Zhang, Deze Zeng, Minyi Guo
2025	J	`jnl`	Boosting Embodied AI Agents through Perception-Generation Disaggregation and Asynchronous Pipeline Execution. CoRR Shulai Zhang, Ao Xu, Quan Chen, Han Zhao, Weihao Cui, Ningxin Zheng, Haibin Lin, Xin Liu, Minyi Guo
2025	—	`conf`	COMET: Fine-grained Computation-communication Overlapping for Mixture-of-Experts. MLSys Shulai Zhang, Ningxin Zheng, Haibin Lin, Ziheng Jiang, Wenlei Bao, Chengquan Jiang, Qi Hou, Weihao Cui, Size Zheng, Li-Wen Chang, Quan Chen, Xin Liu
2025	—	`conf`	Comber: QoS-Aware and Efficient Deployment for Co-located Microservices and Best-Effort Tasks in Disaggregated Datacenters. APPT Ruogang Ma, Jiuchen Shi, Quan Chen, Minyi Guo
2025	J	`jnl`	Comet: Fine-grained Computation-communication Overlapping for Mixture-of-Experts. CoRR Shulai Zhang, Ningxin Zheng, Haibin Lin, Ziheng Jiang, Wenlei Bao, Chengquan Jiang, Qi Hou, Weihao Cui, Size Zheng, Li-Wen Chang, Quan Chen, Xin Liu
2025	—	`conf`	DACO: Unlocking Latent Dataflow Opportunities in Edge-Side SIMT Accelerators. APPT Han Zhao, Yiying Xiang, Yu Liu, Xiaochun Ye, Deze Zeng, Jing Yang, Weihao Cui, Quan Chen, Jingwen Leng, Minyi Guo
2025	J	`jnl`	EDAS: Enabling Fast Data Loading for GPU Serverless Computing. ACM Trans. Archit. Code Optim. Han Zhao, Weihao Cui, Quan Chen, Zijun Li, Zhenhua Han, Nan Wang, Yu Feng, Jieru Zhao, Chen Chen, Jingwen Leng, Minyi Guo
2025	—	`conf`	EXIST: Enabling Extremely Efficient Intra-Service Tracing Observability in Datacenters. ASPLOS (2) Xinkai Wang, Xiaofeng Hou, Chao Li, Yuancheng Li, Du Liu, Guoyao Xu, Guodong Yang, Liping Zhang, Yuemin Wu, Xiaopeng Yuan, Quan Chen, Minyi Guo
2025	J	`jnl`	Efficient Function-as-a-Service for Large Language Models with TIDAL. CoRR Weihao Cui, Ziyi Xu, Han Zhao, Quan Chen, Zijun Li, Bingsheng He, Minyi Guo
2025	—	`conf`	Efficient Performance-Aware GPU Sharing with Compatibility and Isolation through Kernel Space Interception. USENIX ATC Shulai Zhang, Ao Xu, Quan Chen, Han Zhao, Weihao Cui, Zhen Wang, Yan Li, Limin Xiao, Minyi Guo
2025	J	`jnl`	Efficient Unified Caching for Accelerating Heterogeneous AI Workloads. CoRR Tianze Wang, Yifei Liu, Chen Chen, Pengfei Zuo, Jiawei Zhang, Qizhen Weng, Yin Chen, Zhenhua Han, Jieru Zhao, Quan Chen, Minyi Guo
2025	J	`jnl`	FLAPS: fluctuation-aware power auction strategy for reducing the power overload probability. Frontiers Comput. Sci. Xiaoqing Cai, Han Zhao, Xiaofeng Hou, Weihao Cui, Quan Chen, Chao Li, Minyi Guo
2025	—	`conf`	FaaSGNN: Enabling Memory Efficient and Low Latency GNN Inference Services with Serverless Computing. SoCC Yuzhuo Yang, Kaihua Fu, Quan Chen, Deze Zeng, Shuo Quan, Jie Wu, Minyi Guo
2025	—	`conf`	GES: High-Performance Graph Processing Engine and Service in Huawei. SIGMOD Conference Companion Sen Gao, Jianwen Zhao, Hao Zhang, Shixuan Sun, Chen Liang, Gongye Chen, Wenliang Zhang, Bo Ren, Chao Liu, Chenyi Zhang, Quan Chen, Chao Li, Jingwen Leng, Minyi Guo
2025	A	`conf`	Generating Microservice Graphs with Production Characteristics for Efficient Resource Scaling. ICS Fanrong Du, Jiuchen Shi, Quan Chen, Pu Pang, Li Li, Minyi Guo
2025	J	`jnl`	Harli: SLO-Aware Co-location of LLM Inference and PEFT-based Finetuning on Model-as-a-Service Platforms. CoRR Ao Xu, Han Zhao, Weihao Cui, Quan Chen, Yukang Chen, Shulai Zhang, Shuang Chen, Jiemin Jiang, Zhibin Yu, Minyi Guo
2025	A	`conf`	Improving GPU Sharing Performance through Adaptive Bubbleless Spatial-Temporal Sharing. EuroSys Shulai Zhang, Quan Chen, Weihao Cui, Han Zhao, Chunyu Xue, Zhen Zheng, Wei Lin, Minyi Guo
2025	J	`jnl`	Improving the Serving Performance of Multi-LoRA Large Language Models via Efficient LoRA and KV Cache Management. CoRR Hang Zhang, Jiuchen Shi, Yixiao Wang, Quan Chen, Yizhou Shan, Minyi Guo
2025	J	`jnl`	Justitia: Fair and Efficient Scheduling for LLM Applications. CoRR Mingyan Yang, Guanjie Wang, Manqi Luo, Yifei Liu, Chen Chen, Han Zhao, Yu Feng, Quan Chen, Minyi Guo
2025	J	`jnl`	Kairos: Low-latency Multi-Agent Serving with Shared LLMs and Excessive Loads in the Public Cloud. CoRR Jinyuan Chen, Jiuchen Shi, Quan Chen, Minyi Guo
2025	J	`jnl`	LLM-Mesh: Enabling Elastic Sharing for Serverless LLM Inference. CoRR Chuhao Xu, Zijun Li, Quan Chen, Han Zhao, Minyi Guo
2025	J	`jnl`	Lightweight and Holistic-Scalable Serverless Secure Container Runtime for High-Density Deployment and High-Concurrency Startup. IEEE Trans. Computers Zijun Li, Chenyang Wu, Chuhao Xu, Quan Chen, Shuo Quan, Bin Zha, Qiang Wang, Weidong Han, Jie Wu, Minyi Guo
2025	A	`conf`	ORION: Optimizing OLAP Query Execution with Proactive Caching and Separate Operators. ICS Zhixin Tong, Jiuchen Shi, Quan Chen, Pu Pang, Shixuan Sun, Jie Meng, Jiang Liu, En Shao, Minyi Guo
2025	J	`jnl`	Optimizing SLO-oriented LLM Serving with PD-Multiplexing. CoRR Weihao Cui, Yukang Chen, Han Zhao, Ziyi Xu, Quan Chen, Xusheng Chen, Yangjie Zhou, Shixuan Sun, Minyi Guo
2025	—	`conf`	Reducing Load-Balancing Cost for Multithreading Applications on Asymmetric NUMA Machine. NPC (2) Yuhang Fang, Pu Pang, Quan Chen, Li Li, Minyi Guo
2025	A	`conf`	Reducing the End-to-End Latency of DNN-Based Recommendation Systems in GPU Pools. IPDPS Guangqiang Luan, Pu Pang, Quan Chen, Chen Chen, Guoyao Xu, Chi Zhang, Yanyi Zi, Yinghao Yu, Guodong Yang, Liping Zhang, Minyi Guo
2025	—	`conf`	ServScale: Concurrency-Aware Serverless Execution and Scaling Paradigm. NPC (1) Zichen Xu, Zijun Li, Quan Chen, Minyi Guo
2025	—	`conf`	SparseTem: Boosting the Efficiency of CNN-Based Video Encoders by Exploiting Temporal Continuity. APPT Kunyun Wang, Shuo Yang, Jieru Zhao, Wenchao Ding, Quan Chen, Jingwen Leng, Minyi Guo
2025	J	`jnl`	Taming Flexible Job Packing in Deep Learning Training Clusters. ACM Trans. Archit. Code Optim. Pengyu Yang, Weihao Cui, Chunyu Xue, Han Zhao, Chen Chen, Quan Chen, Jing Yang, Minyi Guo
2025	—	`conf`	Veyth: Adaptive Container Placement for Optimizing Cross-Server Network Traffic of Microservice Applications. APPT Jinyuan Chen, Jiuchen Shi, Quan Chen, Lin Gu, Minyi Guo
2025	—	`conf`	WDP: Mitigating Interference in CPU Sharing Through Wake-up Delay Driven Preemption for QoS-aware Co-location. SoCC Yaoxuan Li, Pu Pang, Yecheng Yang, Quan Chen, Zhengxuan Yan, Guoyao Xu, Guodong Yang, Liping Zhang, Minyi Guo
2025	J	`jnl`	XPUTimer: Anomaly Diagnostics for Divergent LLM Training in GPU Clusters of Thousand-Plus Scale. CoRR Weihao Cui, Ji Zhang, Han Zhao, Chao Liu, Wenhao Zhang, Jian Sha, Quan Chen, Bingsheng He, Minyi Guo
2024	J	`jnl`	A ACM Trans. Archit. Code Optim. Lingyu Sun, Xiaofeng Hou, Chao Li, Jiacheng Liu, Xinkai Wang, Quan Chen, Minyi Guo
2024	J	`jnl`	A Codesign of Scheduling and Parallelization for Large Model Training in Heterogeneous Clusters. CoRR Chunyu Xue, Weihao Cui, Han Zhao, Quan Chen, Shulai Zhang, Pengyu Yang, Jing Yang, Shaobo Li, Minyi Guo
2024	J	`jnl`	A Microservice Graph Generator with Production Characteristics. CoRR Fanrong Du, Jiuchen Shi, Quan Chen, Li Li, Minyi Guo
2024	J	`jnl`	Accelerating Sparse DNNs Based on Tiled GEMM. CoRR Cong Guo, Fengchen Xue, Jingwen Leng, Yuxian Qiu, Yue Guan, Weihao Cui, Quan Chen, Minyi Guo
2024	J	`jnl`	Accelerating Sparse DNNs Based on Tiled GEMM. IEEE Trans. Computers Cong Guo, Fengchen Xue, Jingwen Leng, Yuxian Qiu, Yue Guan, Weihao Cui, Quan Chen, Minyi Guo
2024	J	`jnl`	Adaptive QoS-Aware Microservice Deployment With Excessive Loads via Intra- and Inter-Datacenter Scheduling. IEEE Trans. Parallel Distributed Syst. Jiuchen Shi, Kaihua Fu, Jiawen Wang, Quan Chen, Deze Zeng, Minyi Guo
2024	A*	`conf`	An Optimizing Framework on MLIR for Efficient FPGA-based Accelerator Generation. HPCA Weichuang Zhang, Jieru Zhao, Guan Shen, Quan Chen, Chen Chen, Minyi Guo
2024	J	`jnl`	An Optimizing Framework on MLIR for Efficient FPGA-based Accelerator Generation. CoRR Weichuang Zhang, Jieru Zhao, Guan Shen, Quan Chen, Chen Chen, Minyi Guo
2024	J	`jnl`	Automatic Mapping of Heterogeneous DNN Models on Adaptive Multiaccelerator Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jieru Zhao, Guan Shen, Wenchao Ding, Quan Chen, Minyi Guo
2024	A	`conf`	ElasticRoom: Multi-Tenant DNN Inference Engine via Co-design with Resource-constrained Compilation and Strong Priority Scheduling. HPDC Lixian Ma, Haoruo Chen, En Shao, Leping Wang, Quan Chen, Guangming Tan
2024	—	`conf`	FaaSGraph: Enabling Scalable, Efficient, and Cost-Effective Graph Processing with Serverless Computing. ASPLOS (2) Yushi Liu, Shixuan Sun, Zijun Li, Quan Chen, Sen Gao, Bingsheng He, Chao Li, Minyi Guo
2024	—	`conf`	FaaSMem: Improving Memory Efficiency of Serverless Computing with Memory Pool Architecture. ASPLOS (3) Chuhao Xu, Yiyu Liu, Zijun Li, Quan Chen, Han Zhao, Deze Zeng, Qian Peng, Xueqi Wu, Haifeng Zhao, Senbo Fu, Minyi Guo
2024	B	`conf`	FedCA: Efficient Federated Learning with Client Autonomy. ICPP Na Lv, Zhi Shen, Chen Chen, Zhifeng Jiang, Jiayi Zhang, Quan Chen, Minyi Guo
2024	J	`jnl`	Hardware-Software Co-Design Enabling Static and Dynamic Sparse Attention Mechanisms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Jieru Zhao, Pai Zeng, Guan Shen, Quan Chen, Minyi Guo
2024	—	`conf`	JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping. ASPLOS (2) Zihan Liu, Wentao Ni, Jingwen Leng, Yu Feng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu
2024	B	`conf`	PAS: Towards Accurate and Efficient Federated Learning with Parameter-Adaptive Synchronization. IWQoS Zuo Gan, Chen Chen, Jiayi Zhang, Gaoxiong Zeng, Yifei Zhu, Jieru Zhao, Quan Chen, Minyi Guo
2024	J	`jnl`	PLAYS: Minimizing DNN Inference Latency in Serverless Edge Cloud for Artificial Intelligence of Things. IEEE Internet Things J. Hongmin Geng, Deze Zeng, Yuepeng Li, Lin Gu, Quan Chen, Peng Li
2024	B	`conf`	POSTER: FineCo: Fine-grained Heterogeneous Resource Management for Concurrent DNN Inferences. PPoPP Lixian Ma, Haoruo Chen, En Shao, Leping Wang, Quan Chen, Guangming Tan
2024	J	`jnl`	SHA: QoS-Aware Software and Hardware Auto-Tuning for Database Systems. J. Comput. Sci. Technol. Jin Li, Quan Chen, Xiaoxin Tang, Minyi Guo
2024	J	`jnl`	Towards Fast Setup and High Throughput of GPU Serverless Computing. CoRR Han Zhao, Weihao Cui, Quan Chen, Shulai Zhang, Zijun Li, Jingwen Leng, Chao Li, Deze Zeng, Minyi Guo
2024	J	`jnl`	Versatile Low-Frequency Magnetoelectric Antenna With Memory in Computing Ability and Internet of Underground Things Application. IEEE Internet Things J. Qiuyue He, Yao Wang, Ning Xiao, Zhongfeng Wang, Lei Chen, Quan Chen
2023	J	`jnl`	A Robust Calibration and Adaptive Multipair of Magnetic Gradient Tensors Localization Method for Magnetic Anomaly Detection. IEEE Trans. Geosci. Remote. Sens. Guangjing Du, Yao Wang, Guoqiang Wang, Quan Chen
2023	—	`conf`	AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs. CF Yangjie Zhou, Yaoxu Song, Jingwen Leng, Zihan Liu, Weihao Cui, Zhendong Zhang, Cong Guo, Quan Chen, Li Li, Minyi Guo
2023	J	`jnl`	AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs. CoRR Yangjie Zhou, Yaoxu Song, Jingwen Leng, Zihan Liu, Weihao Cui, Zhendong Zhang, Cong Guo, Quan Chen, Li Li, Minyi Guo
2023	J	`jnl`	Adaptive CPU Resource Allocation for Emulator in Kernel-based Virtual Machine. CoRR Yecheng Yang, Pu Pang, Jiawen Wang, Quan Chen, Minyi Guo
2023	J	`jnl`	Async-fork: Mitigating Query Latency Spikes Incurred by the Fork-based Snapshot Mechanism from the OS Level. CoRR Pu Pang, Gang Deng, Kaihao Bai, Quan Chen, Shixuan Sun, Bo Liu, Yu Xu, Hongbo Yao, Zhengheng Wang, Xiyu Wang, Zheng Liu, Zhuo Song, Yong Yang, Tao Ma, Minyi Guo
2023	J	`jnl`	Async-fork: Mitigating Query Latency Spikes Incurred by the Fork-based Snapshot Mechanism from the OS Level. Proc. VLDB Endow. Pu Pang, Gang Deng, Kaihao Bai, Quan Chen, Shixuan Sun, Bo Liu, Yu Xu, Hongbo Yao, Zhengheng Wang, Xiyu Wang, Zheng Liu, Zhuo Song, Yong Yang, Tao Ma, Minyi Guo
2023	A	`conf`	BLAD: Adaptive Load Balanced Scheduling and Operator Overlap Pipeline For Accelerating The Dynamic GNN Training. SC Kaihua Fu, Quan Chen, Yuzhuo Yang, Jiuchen Shi, Chao Li, Minyi Guo
2023	J	`jnl`	Blockchain-Aided Edge Computing Market: Smart Contract and Consensus Mechanisms. IEEE Trans. Mob. Comput. Yu Du, Zhe Wang, Jun Li, Long Shi, Dushantha Nalin K. Jayakody, Quan Chen, Wen Chen, Zhu Han
2023	B	`conf`	CONTC: A Traffic Control System for Container Overlay Networks. IWQoS Deze Zeng, Lin Gu, Quan Chen, Yu Lei
2023	J	`jnl`	DFlow: Efficient Dataflow-based Invocation Workflow Execution for Function-as-a-Service. CoRR Xiaoxiang Shi, Chao Li, Zijun Li, Zihan Liu, Dianmo Sheng, Quan Chen, Jingwen Leng, Minyi Guo
2023	—	`conf`	DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration. ASPLOS (4) Zijun Li, Chuhao Xu, Quan Chen, Jieru Zhao, Chen Chen, Minyi Guo
2023	J	`jnl`	DataFlower: Exploiting the Data-flow Paradigm for Serverless Workflow Orchestration. CoRR Zijun Li, Chuhao Xu, Quan Chen, Jieru Zhao, Chen Chen, Minyi Guo
2023	—	`conf`	Efficient Scheduler Live Update for Linux Kernel with Modularization. ASPLOS (3) Teng Ma, Shanpei Chen, Yihao Wu, Erwei Deng, Zhuo Song, Quan Chen, Minyi Guo
2023	J	`jnl`	Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization. IEEE Trans. Computers Deze Zeng, Andong Zhu, Lin Gu, Peng Li, Quan Chen, Minyi Guo
2023	A	`conf`	FIRST: Exploiting the Multi-Dimensional Attributes of Functions for Power-Aware Serverless Computing. IPDPS Lu Zhang, Chao Li, Xinkai Wang, Weiqi Feng, Zheng Yu, Quan Chen, Jingwen Leng, Minyi Guo, Pu Yang, Shang Yue
2023	J	`jnl`	ISPA: Exploiting Intra-SM Parallelism in GPUs via Fine-Grained Resource Management. IEEE Trans. Computers Han Zhao, Weihao Cui, Quan Chen, Minyi Guo
2023	J	`jnl`	Improving Cluster Utilization Through Adaptive Resource Management for Deep Neural Network and CPU Jobs Colocation. IEEE Trans. Computers Han Zhao, Weihao Cui, Quan Chen, Jingwen Leng, Deze Zeng, Minyi Guo
2023	J	`jnl`	JUNO: Optimizing High-Dimensional Approximate Nearest Neighbour Search with Sparsity-Aware Algorithm and Ray-Tracing Core Mapping. CoRR Zihan Liu, Wentao Ni, Jingwen Leng, Yu Feng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu
2023	J	`jnl`	Kronos: towards bus contention-aware job scheduling in warehouse scale computers. Frontiers Comput. Sci. Shuai Xue, Shang Zhao, Quan Chen, Zhuo Song, Shanpei Chen, Tao Ma, Yong Yang, Wenli Zheng, Minyi Guo
2023	A*	`conf`	MARS: Exploiting Multi-Level Parallelism for DNN Workloads on Adaptive Multi-Accelerator Systems. DAC Guan Shen, Jieru Zhao, Zeke Wang, Zhe Lin, Wenchao Ding, Chentao Wu, Quan Chen, Minyi Guo
2023	J	`jnl`	MARS: Exploiting Multi-Level Parallelism for DNN Workloads on Adaptive Multi-Accelerator Systems. CoRR Guan Shen, Jieru Zhao, Zeke Wang, Zhe Lin, Wenchao Ding, Chentao Wu, Quan Chen, Minyi Guo
2023	—	`conf`	Maximizing the Utilization of GPUs Used by Cloud Gaming through Adaptive Co-location with Combo. SoCC Binghao Chen, Han Zhao, Weihao Cui, Yifu He, Shulai Zhang, Quan Chen, Zijun Li, Minyi Guo
2023	B	`conf`	Microless: Cost-Efficient Hybrid Deployment of Microservices on IaaS VMs and Serverless. ICPADS Jiagan Cheng, Yilong Zhao, Zijun Li, Quan Chen, Weihao Cui, Minyi Guo
2023	—	`conf`	Nodens: Enabling Resource Efficient and Fast QoS Recovery of Dynamic Microservice Applications in Datacenters. USENIX ATC Jiuchen Shi, Hang Zhang, Zhixin Tong, Quan Chen, Kaihua Fu, Minyi Guo
2023	—	`conf`	Not All Resources are Visible: Exploiting Fragmented Shadow Resources in Shared-State Scheduler Architecture. SoCC Xinkai Wang, Hao He, Yuancheng Li, Chao Li, Xiaofeng Hou, Jing Wang, Quan Chen, Jingwen Leng, Minyi Guo, Leibo Wang
2023	B	`conf`	On Efficient Packet Batching and Resource Allocation for GPU based NFV Acceleration. IWQoS Deze Zeng, Andong Zhu, Lin Gu, Quan Chen, Minyi Guo
2023	A*	`conf`	On Efficient Zygote Container Planning toward Fast Function Startup in Serverless Edge Cloud. INFOCOM Yuepeng Li, Deze Zeng, Lin Gu, Mingwei Ou, Quan Chen
2023	A*	`conf`	Optimizing Dynamic Neural Networks with Brainstorm. OSDI Weihao Cui, Zhenhua Han, Lingji Ouyang, Yichuan Wang, Ningxin Zheng, Lingxiao Ma, Yuqing Yang, Fan Yang, Jilong Xue, Lili Qiu, Lidong Zhou, Quan Chen, Haisheng Tan, Minyi Guo
2023	A	`conf`	PAC: Preference-Aware Co-location Scheduling on Heterogeneous NUMA Architectures To Improve Resource Utilization. ICS Pu Pang, Yaoxuan Li, Bo Liu, Quan Chen, Zhou Yu, Zhibin Yu, Deze Zeng, Jingwen Leng, Jieru Zhao, Minyi Guo
2023	J	`jnl`	PASTO: Enabling Secure and Efficient Task Offloading in TrustZone-Enabled Edge Clouds. IEEE Trans. Veh. Technol. Yuepeng Li, Deze Zeng, Lin Gu, Andong Zhu, Quan Chen, Shui Yu
2023	B	`conf`	PMR: Priority Memory Reclaim to Improve the Performance of Latency-Critical Services. ICPADS Bo Liu, Kaihao Bai, Pu Pang, Quan Chen, Yaoxuan Li, Zhuo Song, Baolin Wang, Minyi Guo
2023	—	`ed.`	Proceedings of the 14th International Workshop on Programming Models and Applications for Multicores and Manycores, PMAM@PPoPP 2023, Montreal, QC, Canada, 25 February 2023 - 1 March 2023 PMAM@PPoPP Quan Chen, Zhiyi Huang, Min Si
2023	C	`conf`	STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs. ICCD Jiawen Wang, Quan Chen, Deze Zeng, Zhuo Song, Chen Chen, Minyi Guo
2023	J	`jnl`	STAG: Enabling Low Latency and Low Staleness of GNN-based Services with Dynamic Graphs. CoRR Jiawen Wang, Quan Chen, Deze Zeng, Zhuo Song, Chen Chen, Minyi Guo
2022	J	`jnl`	Adaptive Resource Efficient Microservice Deployment in Cloud-Edge Continuum. IEEE Trans. Parallel Distributed Syst. Kaihua Fu, Wei Zhang, Quan Chen, Deze Zeng, Minyi Guo
2022	A*	`conf`	Astraea: towards QoS-aware and resource-efficient multi-stage GPU services. ASPLOS Wei Zhang, Quan Chen, Kaihua Fu, Ningxin Zheng, Zhiyi Huang, Jingwen Leng, Minyi Guo
2022	A	`conf`	CSC: Collaborative System Configuration for I/O-Intensive Applications in Multi-Tenant Clouds. IPDPS Haowei Huang, Pu Pang, Quan Chen, Jieru Zhao, Wenli Zheng, Minyi Guo
2022	—	`conf`	Characterizing and orchestrating VM reservation in geo-distributed clouds to improve the resource efficiency. SoCC Jiuchen Shi, Kaihua Fu, Quan Chen, Changpeng Yang, Pengfei Huang, Mosong Zhou, Jieru Zhao, Chen Chen, Minyi Guo
2022	—	`conf`	DVABatch: Diversity-aware Multi-Entry Multi-Exit Batching for Efficient Processing of DNN Services on GPUs. USENIX ATC Weihao Cui, Han Zhao, Quan Chen, Hao Wei, Zirui Li, Deze Zeng, Chao Li, Minyi Guo
2022	J	`jnl`	Efficient and Secure Deep Learning Inference in Trusted Processor Enabled Edge Clouds. IEEE Trans. Parallel Distributed Syst. Yuepeng Li, Deze Zeng, Lin Gu, Quan Chen, Song Guo, Albert Y. Zomaya, Minyi Guo
2022	A	`conf`	Exploring Efficient Microservice Level Parallelism. IPDPS Xinkai Wang, Chao Li, Lu Zhang, Xiaofeng Hou, Quan Chen, Minyi Guo
2022	A*	`conf`	FaaSFlow: enable efficient workflow execution for function-as-a-service. ASPLOS Zijun Li, Yushi Liu, Linsong Guo, Quan Chen, Jiagan Cheng, Wenli Zheng, Minyi Guo
2022	A*	`conf`	Federated Learning on Non-IID Data Silos: An Experimental Study. ICDE Qinbin Li, Yiqun Diao, Quan Chen, Bingsheng He
2022	—	`conf`	Help Rather Than Recycle: Alleviating Cold Startup in Serverless Computing Through Inter-Function Container Sharing. USENIX ATC Zijun Li, Linsong Guo, Quan Chen, Jiagan Cheng, Chuhao Xu, Deze Zeng, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo
2022	J	`jnl`	Online Thread Auto-Tuning for Performance Improvement and Resource Saving. IEEE Trans. Parallel Distributed Syst. Guangqiang Luan, Pu Pang, Quan Chen, Shuai Xue, Zhuo Song, Minyi Guo
2022	A	`conf`	PAME: precision-aware multi-exit DNN serving for reducing latencies of batched inferences. ICS Shulai Zhang, Weihao Cui, Quan Chen, Zhengnian Zhang, Yue Guan, Jingwen Leng, Chao Li, Minyi Guo
2022	—	`conf`	PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training. USENIX ATC Wei Zhang, Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo
2022	A	`conf`	QoS-Aware Irregular Collaborative Inference for Improving Throughput of DNN Services. SC Kaihua Fu, Jiuchen Shi, Quan Chen, Ningxin Zheng, Wei Zhang, Deze Zeng, Minyi Guo
2022	A	`conf`	QoS-awareness of Microservices with Excessive Loads via Inter-Datacenter Scheduling. IPDPS Jiuchen Shi, Jiawen Wang, Kaihua Fu, Quan Chen, Deze Zeng, Minyi Guo
2022	J	`jnl`	Reliability and Incentive of Performance Assessment for Decentralized Clouds. J. Comput. Sci. Technol. Jiuchen Shi, Xiaoqing Cai, Wenli Zheng, Quan Chen, Deze Zeng, Tatsuhiro Tsuchiya, Minyi Guo
2022	—	`conf`	RunD: A Lightweight Secure Container Runtime for High-density Deployment and High-concurrency Startup in Serverless Computing. USENIX ATC Zijun Li, Jiagan Cheng, Quan Chen, Eryu Guan, Zizheng Bian, Yi Tao, Bin Zha, Qiang Wang, Weidong Han, Minyi Guo
2022	J	`jnl`	SALO: An Efficient Spatial Accelerator Enabling Hybrid Sparse Attention Mechanisms for Long Sequences. CoRR Guan Shen, Jieru Zhao, Quan Chen, Jingwen Leng, Chao Li, Minyi Guo
2022	A*	`conf`	SALO: an efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences. DAC Guan Shen, Jieru Zhao, Quan Chen, Jingwen Leng, Chao Li, Minyi Guo
2022	J	`jnl`	Special Issue on Programming Models and Applications for Multicores and Manycores 2020. Concurr. Comput. Pract. Exp. Min Si, Quan Chen, Zhiyi Huang
2022	J	`jnl`	Special issue on programming models and applications for multicores and manycores 2019-2020. Concurr. Comput. Pract. Exp. Min Si, Quan Chen, Zhiyi Huang
2022	A*	`conf`	Tacker: Tensor-CUDA Core Kernel Fusion for Improving the GPU Utilization while Ensuring QoS. HPCA Han Zhao, Weihao Cui, Quan Chen, Youtao Zhang, Yanchao Lu, Chao Li, Jingwen Leng, Minyi Guo
2022	J	`jnl`	The Serverless Computing Survey: A Technical Primer for Design Architecture. ACM Comput. Surv. Zijun Li, Linsong Guo, Jiagan Cheng, Quan Chen, Bingsheng He, Minyi Guo
2022	J	`jnl`	Toward QoS-Awareness and Improved Utilization of Spatial Multitasking GPUs. IEEE Trans. Computers Wei Zhang, Quan Chen, Ningxin Zheng, Weihao Cui, Kaihua Fu, Minyi Guo
2022	J	`jnl`	VELTAIR: Towards High-Performance Multi-tenant Deep Learning Services via Adaptive Compilation and Scheduling. CoRR Zihan Liu, Jingwen Leng, Zhihui Zhang, Quan Chen, Chao Li, Minyi Guo
2022	A*	`conf`	VELTAIR: towards high-performance multi-tenant deep learning services via adaptive compilation and scheduling. ASPLOS Zihan Liu, Jingwen Leng, Zhihui Zhang, Quan Chen, Chao Li, Minyi Guo
2021	J	`jnl`	Adaptive Preference-Aware Co-Location for Improving Resource Utilization of Power Constrained Datacenters. IEEE Trans. Parallel Distributed Syst. Pu Pang, Quan Chen, Deze Zeng, Minyi Guo
2021	A	`conf`	AlphaR: Learning-Powered Resource Management for Irregular, Dynamic Microservice Graph. IPDPS Xiaofeng Hou, Chao Li, Jiacheng Liu, Lu Zhang, Shaolei Ren, Jingwen Leng, Quan Chen, Minyi Guo
2021	A	`conf`	BiPS: Hotness-aware Bi-tier Parameter Synchronization for Recommendation Models. IPDPS Qiming Zheng, Quan Chen, Kaihao Bai, Huifeng Guo, Yong Gao, Xiuqiang He, Minyi Guo
2021	C	`conf`	CHARM: Collaborative Host and Accelerator Resource Management for GPU Datacenters. ICCD Wei Zhang, Kaihua Fu, Ningxin Zheng, Quan Chen, Chao Li, Wenli Zheng, Minyi Guo
2021	—	`conf`	Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators. IISWC Yangjie Zhou, Mengtian Yang, Cong Guo, Jingwen Leng, Yun Liang, Quan Chen, Minyi Guo, Yuhao Zhu
2021	J	`jnl`	Characterizing and Demystifying the Implicit Convolution Algorithm on Commercial Matrix-Multiplication Accelerators. CoRR Yangjie Zhou, Mengtian Yang, Cong Guo, Jingwen Leng, Yun Liang, Quan Chen, Minyi Guo, Yuhao Zhu
2021	B	`conf`	Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection. ICPP Shulai Zhang, Zirui Li, Quan Chen, Wenli Zheng, Jingwen Leng, Minyi Guo
2021	J	`jnl`	Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection. CoRR Shulai Zhang, Zirui Li, Quan Chen, Wenli Zheng, Jingwen Leng, Minyi Guo
2021	J	`jnl`	E IEEE Trans. Parallel Distributed Syst. Weihao Cui, Quan Chen, Han Zhao, Mengze Wei, Xiaoxin Tang, Minyi Guo
2021	A	`conf`	Enable simultaneous DNN services based on deterministic operator overlap and precise latency prediction. SC Weihao Cui, Han Zhao, Quan Chen, Ningxin Zheng, Jingwen Leng, Jieru Zhao, Zhuo Song, Tao Ma, Yong Yang, Chao Li, Minyi Guo
2021	C	`conf`	Exploiting Intra-SM Parallelism in GPUs via Persistent and Elastic Blocks. ICCD Han Zhao, Weihao Cui, Quan Chen, Jieru Zhao, Jingwen Leng, Minyi Guo
2021	J	`jnl`	Federated Learning on Non-IID Data Silos: An Experimental Study. CoRR Qinbin Li, Yiqun Diao, Quan Chen, Bingsheng He
2021	B	`conf`	Gost: Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization. IWQoS Andong Zhu, Deze Zeng, Lin Gu, Peng Li, Quan Chen
2021	—	`conf`	Lasagna: Accelerating Secure Deep Learning Inference in SGX-enabled Edge Cloud. SoCC Yuepeng Li, Deze Zeng, Lin Gu, Quan Chen, Song Guo, Albert Y. Zomaya, Minyi Guo
2021	—	`ed.`	PMAM@PPoPP 2021: Proceedings of the Twelfth International Workshop on Programming Models and Applications for Multicores and Manycores, Virtual Event, Republic of Korea, 27 February 2021 PMAM@PPoPP Quan Chen, Zhiyi Huang, Min Si
2021	J	`jnl`	Pagurus: Eliminating Cold Startup in Serverless Computing with Inter-Action Container Sharing. CoRR Zijun Li, Quan Chen, Minyi Guo
2021	A	`conf`	QoS-Aware and Resource Efficient Microservice Deployment in Cloud-Edge Continuum. IPDPS Kaihua Fu, Wei Zhang, Quan Chen, Deze Zeng, Xin Peng, Wenli Zheng, Minyi Guo
2021	B	`conf`	Skywalker: Efficient Alias-Method-Based Graph Sampling and Random Walk on GPUs. PACT Pengyu Wang, Chao Li, Jing Wang, Taolei Wang, Lu Zhang, Jingwen Leng, Quan Chen, Minyi Guo
2021	J	`jnl`	The Serverless Computing Survey: A Technical Primer for Design Architecture. CoRR Zijun Li, Linsong Guo, Jiagan Cheng, Quan Chen, Bingsheng He, Minyi Guo
2020	A	`conf`	Alita: comprehensive performance isolation through bias resource management for public clouds. SC Quan Chen, Shuai Xue, Shang Zhao, Shanpei Chen, Yihao Wu, Yu Xu, Zhuo Song, Tao Ma, Yong Yang, Minyi Guo
2020	A	`conf`	Amoeba: QoS-Awareness and Reduced Resource Usage of Microservices with Serverless Computing. IPDPS Zijun Li, Quan Chen, Shuai Xue, Tao Ma, Yong Yang, Zhuo Song, Minyi Guo
2020	A*	`conf`	Asymmetric Resilience: Exploiting Task-Level Idempotency for Transient Error Recovery in Accelerator-Based Systems. HPCA Jingwen Leng, Alper Buyuktosunoglu, Ramon Bertran, Pradip Bose, Quan Chen, Minyi Guo, Vijay Janapa Reddi
2020	A*	`conf`	Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. DAC Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Bin Yao, Minyi Guo
2020	J	`jnl`	Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration. CoRR Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Minyi Guo, Bin Yao
2020	A	`conf`	CODA: Improving Resource Utilization by Slimming and Co-locating DNN and CPU Jobs. ICDCS Han Zhao, Weihao Cui, Quan Chen, Jingwen Leng, Kai Yu, Deze Zeng, Chao Li, Minyi Guo
2020	—	`conf`	DLFusion: An Auto-Tuning Compiler for Layer Fusion on Deep Neural Network Accelerator. ISPA/BDCloud/SocialCom/SustainCom Zihan Liu, Jingwen Leng, Quan Chen, Chao Li, Wenli Zheng, Li Li, Minyi Guo
2020	J	`jnl`	DLFusion: An Auto-Tuning Compiler for Layer Fusion on Deep Neural Network Accelerator. CoRR Zihan Liu, Jingwen Leng, Quan Chen, Chao Li, Wenli Zheng, Li Li, Minyi Guo
2020	B	`conf`	How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT's Attention. COLING Yue Guan, Jingwen Leng, Chao Li, Quan Chen, Minyi Guo
2020	J	`jnl`	How Far Does BERT Look At: Distance-based Clustering and Analysis of BERT's Attention. CoRR Yue Guan, Jingwen Leng, Chao Li, Quan Chen, Minyi Guo
2020	B	`conf`	OVERSEE: Outsourcing Verification to Enable Resource Sharing in Edge Environment. ICPP Xiaoqing Cai, Jiuchen Shi, Rui Yuan, Chang Liu, Wenli Zheng, Quan Chen, Chao Li, Jingwen Leng, Minyi Guo
2020	—	`ed.`	PMAM@PPoPP '20: Eleventh International Workshop on Programming Models and Applications for Multicores and Manycores colocated with the 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, San Diego, California, USA, February 22, 2020 PMAM@PPoPP Quan Chen, Zhiyi Huang, Min Si
2020	J	`jnl`	Predicting and reining in application-level slowdown on spatial multitasking GPUs. J. Parallel Distributed Comput. Mengze Wei, Wenyi Zhao, Quan Chen, Hao Dai, Jingwen Leng, Chao Li, Wenli Zheng, Minyi Guo
2020	J	`jnl`	Probabilistic robust regression with adaptive weights - a case study on face recognition. Frontiers Comput. Sci. Jin Li, Quan Chen, Jingwen Leng, Weinan Zhang, Minyi Guo
2020	—	`conf`	Spool: Reliable Virtualized NVMe Storage Pool in Public Cloud Infrastructure. USENIX ATC Shuai Xue, Shang Zhao, Quan Chen, Gang Deng, Zheng Liu, Jie Zhang, Zhuo Song, Tao Ma, Yong Yang, Yanbo Zhou, Keqiang Niu, Sijie Sun, Minyi Guo
2020	A	`conf`	Sturgeon: Preference-aware Co-location for Improving Utilization of Power Constrained Computers. IPDPS Pu Pang, Quan Chen, Deze Zeng, Chao Li, Jingwen Leng, Wenli Zheng, Minyi Guo
2020	J	`jnl`	Survey and design of paleozoic: a high-performance compiler tool chain for deep learning inference accelerator. CCF Trans. High Perform. Comput. Zihan Liu, Jingwen Leng, Guandong Lu, Chenhui Wang, Quan Chen, Minyi Guo
2020	B	`conf`	Task Offloading in Trusted Execution Environment empowered Edge Computing. ICPADS Yuepeng Li, Deze Zeng, Lin Gu, Andong Zhu, Quan Chen
2020	J	`jnl`	Towards QoS-Aware and Resource-Efficient GPU Microservices Based on Spatial Multitasking GPUs In Datacenters. CoRR Wei Zhang, Quan Chen, Kaihua Fu, Ningxin Zheng, Zhiyi Huang, Jingwen Leng, Chao Li, Wenli Zheng, Minyi Guo
2020	B	`conf`	URSA: Precise Capacity Planning and Fair Scheduling based on Low-level Statistics for Public Clouds. ICPP Wei Zhang, Ningxin Zheng, Quan Chen, Yong Yang, Zhuo Song, Tao Ma, Jingwen Leng, Minyi Guo
2019	A*	`conf`	Adversarial Defense Through Network Profiling Based Path Extraction. CVPR Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu
2019	J	`jnl`	Adversarial Defense Through Network Profiling Based Path Extraction. CoRR Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu
2019	A	`conf`	Avalon: towards QoS awareness and improved utilization through multi-resource management in datacenters. ICS Quan Chen, Zhenning Wang, Jingwen Leng, Chao Li, Wenli Zheng, Minyi Guo
2019	J	`jnl`	Bandwidth and Locality Aware Task-stealing for Manycore Architectures with Bandwidth-Asymmetric Memory. ACM Trans. Archit. Code Optim. Han Zhao, Quan Chen, Yuxian Qiu, Ming Wu, Yao Shen, Jingwen Leng, Chao Li, Minyi Guo
2019	C	`conf`	Characterizing Perception Module Performance and Robustness in Production-Scale Autonomous Driving System. NPC Alessandro Toschi, Mustafa Sanic, Jingwen Leng, Quan Chen, Chunlin Wang, Minyi Guo
2019	B	`conf`	Characterizing and Balancing the Workloads of Semi-Containerized Clouds. ICPADS Shang Zhao, Shuai Xue, Quan Chen, Minyi Guo
2019	B	`conf`	Characterizing and orchestrating NFV-ready servers for efficient edge data processing. IWQoS Lu Zhang, Chao Li, Pengyu Wang, Yunxin Liu, Yang Hu, Quan Chen, Minyi Guo
2019	J	`jnl`	DR Refresh: Releasing DRAM Potential by Enabling Read Accesses Under Refresh. IEEE Trans. Computers Yuhai Cao, Chao Li, Jing Wang, Weigong Zhang, Quan Chen, Jingwen Leng, Bin Yao, Yao Shen, Minyi Guo
2019	C	`conf`	Ebird: Elastic Batch for Improving Responsiveness and Throughput of Deep Learning Services. ICCD Weihao Cui, Mengze Wei, Quan Chen, Xiaoxin Tang, Jingwen Leng, Li Li, Mingyi Guo
2019	A	`conf`	Laius: Towards latency awareness and improved utilization of spatial multitasking accelerators in datacenters. ICS Wei Zhang, Weihao Cui, Kaihua Fu, Quan Chen, Daniel Edward Mawhirter, Bo Wu, Chao Li, Minyi Guo
2019	C	`ed.`	Network and Parallel Computing - 16th IFIP WG 10.3 International Conference, NPC 2019, Hohhot, China, August 23-24, 2019, Proceedings NPC Xiaoxin Tang, Quan Chen, Pradip Bose, Weiming Zheng, Jean-Luc Gaudiot
2019	B	`conf`	Optimizing the Aggregated Throughput of GPUs in Public Clouds Based on Adaptive Kernel Reordering. ICPADS Jingjin Du, Quan Chen, Minyi Guo
2019	B	`conf`	POSTER: Precise Capacity Planning for Database Public Clouds. PACT Ningxin Zheng, Quan Chen, Yong Yang, Jin Li, Wenli Zheng, Minyi Guo
2019	—	`ed.`	Proceedings of the 10th International Workshop on Programming Models and Applications for Multicores and Manycores, PMAM@PPoPP 2019, Washington, DC, USA, February 17, 2019 PMAM@PPoPP Quan Chen, Zhiyi Huang, Min Si
2019	A	`conf`	Themis: Predicting and Reining in Application-Level Slowdown on Spatial Multitasking GPUs. IPDPS Wenyi Zhao, Quan Chen, Hao Lin, Jianfeng Zhang, Jingwen Leng, Chao Li, Wenli Zheng, Li Li, Minyi Guo
2019	J	`jnl`	URSA: Precise Capacity Planning and Contention-aware Scheduling for Public Clouds. CoRR Ningxin Zheng, Quan Chen, Yong Yang, Wei Zhang, Jin Li, Wenli Zheng, Minyi Guo
2019	B	`conf`	When Power Oversubscription Meets Traffic Flood Attack: Re-Thinking Data Center Peak Load Management. ICPP Xiaofeng Hou, Mingyu Liang, Chao Li, Wenli Zheng, Quan Chen, Minyi Guo
2018	—	`conf`	CLIBE: Precise Cluster-Level I/O Bandwidth Enforcement in Distributed File System. HPCC/SmartCity/DSS Ningxin Zheng, Quan Chen, Chen Chen, Minyi Guo
2018	J	`jnl`	Contention and Locality-Aware Work-Stealing for Iterative Applications in Multi-Socket Computers. IEEE Trans. Computers Quan Chen, Minyi Guo
2018	J	`jnl`	DCF: A Dataflow-Based Collaborative Filtering Training Algorithm. Int. J. Parallel Program. Xiangyu Ju, Quan Chen, Zhenning Wang, Minyi Guo, Guang R. Gao
2018	J	`jnl`	DLFuzz: Differential Fuzzing Testing of Deep Learning Systems. CoRR Jianmin Guo, Yu Jiang, Yue Zhao, Quan Chen, Jiaguang Sun
2018	—	`conf`	DLFuzz: differential fuzzing testing of deep learning systems. ESEC/SIGSOFT FSE Jianmin Guo, Yu Jiang, Yue Zhao, Quan Chen, Jiaguang Sun
2018	C	`conf`	DR DRAM: Accelerating Memory-Read-Intensive Applications. ICCD Yuhai Cao, Chao Li, Quan Chen, Jingwen Leng, Minyi Guo, Jing Wang, Weigong Zhang
2018	—	`conf`	Deep learning based classification for paddy pests & diseases recognition. ICMAI Ahmad Arib Alfarisy, Quan Chen, Minyi Guo
2018	A	`conf`	In-growth test for monolithic 3D integrated SRAM. DATE Pu Pang, Yixun Zhang, Tianjian Li, Sung Kyu Lim, Quan Chen, Xiaoyao Liang, Li Jiang
2018	J	`jnl`	KSM: Online Application-Level Performance Slowdown Prediction for Spatial Multitasking GPGPU. IEEE Comput. Archit. Lett. Wenyi Zhao, Quan Chen, Minyi Guo
2018	C	`conf`	Power Grab in Aggressively Provisioned Data Centers: What is the Risk and What Can Be Done About It. ICCD Xiaofeng Hou, Luoyao Hao, Chao Li, Quan Chen, Wenli Zheng, Minyi Guo
2018	—	`ed.`	Proceedings of the 9th International Workshop on Programming Models and Applications for Multicores and Manycores, PMAM@PPoPP 2018, February 25, 2018, Vienna, Austria PMAM@PPoPP Quan Chen, Zhiyi Huang, Pavan Balaji
2017	—	`conf`	Electro: Toward QoS-Aware Power Management for Latency-Critical Applications. ISPA/IUCC Yanchao Lu, Quan Chen, Yao Shen, Minyi Guo
2017	A*	`conf`	PowerChief: Intelligent Power Allocation for Multi-Stage Applications to Improve Responsiveness on Power Constrained CMP. ISCA Hailong Yang, Quan Chen, Moeiz Riaz, Zhongzhi Luan, Lingjia Tang, Jason Mars
2017	—	`conf`	Preemption-Aware Kernel Scheduling for GPUs. ISPA/IUCC Sihuizi Jin, Zhenning Wang, Quan Chen, Minyi Guo
2017	—	`ed.`	Proceedings of the 8th International Workshop on Programming Models and Applications for Multicores and Manycores, PMAM@PPoPP 2017, Austin, TX, USA, February 5, 2017 PMAM@PPoPP Quan Chen, Zhiyi Huang
2017	A*	`conf`	Prophet: Precise QoS Prediction on Non-Preemptive Accelerators to Improve Utilization in Warehouse-Scale Computers. ASPLOS Quan Chen, Hailong Yang, Minyi Guo, Ram Srivatsa Kannan, Jason Mars, Lingjia Tang
2017	—	`book`	Task Scheduling for Multi-core and Parallel Architectures - Challenges, Solutions and Perspectives Quan Chen, Minyi Guo
2016	J	`jnl`	Adaptive demand-aware work-stealing in multi-programmed multi-core architectures. Concurr. Comput. Pract. Exp. Quan Chen, Long Zheng, Minyi Guo
2016	A*	`conf`	Baymax: QoS Awareness and Increased Utilization for Non-Preemptive Accelerators in Warehouse Scale Computers. ASPLOS Quan Chen, Hailong Yang, Jason Mars, Lingjia Tang
2016	—	`conf`	SAWS: Selective Asymmetry-Aware Work-Stealing for Asymmetric Multi-core Architectures. HPCC/SmartCity/DSS Haodong Guo, Quan Chen, Minyi Guo, Liting Xu
2015	A*	`conf`	DjiNN and Tonic: DNN as a service and its implications for future warehouse scale computers. ISCA Johann Hauswald, Yiping Kang, Michael A. Laurenzano, Quan Chen, Cheng Li, Trevor N. Mudge, Ronald G. Dreslinski, Jason Mars, Lingjia Tang
2015	J	`jnl`	Locality-Aware Work Stealing Based on Online Profiling and Auto-Tuning for Multisocket Multicore Architectures. ACM Trans. Archit. Code Optim. Quan Chen, Minyi Guo
2014	J	`jnl`	Adaptive workload-aware task scheduling for single-ISA asymmetric multicore architectures. ACM Trans. Archit. Code Optim. Quan Chen, Minyi Guo
2014	J	`jnl`	CPU + GPU scheduling with asymptotic profiling. Parallel Comput. Zhenning Wang, Long Zheng, Quan Chen, Minyi Guo
2014	J	`jnl`	Cold-Start Recommendation Using Bi-Clustering and Fusion for Large-Scale Social Recommender Systems. IEEE Trans. Emerg. Top. Comput. Daqiang Zhang, Ching-Hsien Hsu, Min Chen, Quan Chen, Naixue Xiong, Jaime Lloret Mauri
2014	—	`conf`	DWS: Demand-aware Work-Stealing in Multi-programmed Multi-core Architectures. PMAM Quan Chen, Long Zheng, Minyi Guo
2014	—	`conf`	EEWA: Energy-Efficient Workload-Aware Task Scheduling in Multi-core Architectures. IPDPS Workshops Quan Chen, Long Zheng, Minyi Guo, Zhiyi Huang
2014	A	`conf`	LAWS: locality-aware work-stealing for multi-socket multi-core architectures. ICS Quan Chen, Minyi Guo, Haibing Guan
2013	J	`jnl`	Adaptive Cache Aware Bitier Work-Stealing in Multisocket Multicore Architectures. IEEE Trans. Parallel Distributed Syst. Quan Chen, Minyi Guo, Zhiyi Huang
2013	—	`conf`	CAP: co-scheduling based on asymptotic profiling in CPU+GPU hybrid systems. PMAM Zhenning Wang, Long Zheng, Quan Chen, Minyi Guo
2013	J	`jnl`	HAT: history-based auto-tuning MapReduce in heterogeneous environments. J. Supercomput. Quan Chen, Minyi Guo, Qianni Deng, Long Zheng, Song Guo, Yao Shen
2013	—	`conf`	HMHS: Hybrid Multistage Heuristic Scheduling Algorithm for Heterogeneous MapReduce System. ICA3PP (1) Heng Chen, Yao Shen, Quan Chen, Minyi Guo
2012	A	`conf`	CATS: cache aware task-stealing based on online profiling in multi-socket multi-core architectures. ICS Quan Chen, Minyi Guo, Zhiyi Huang
2012	A	`conf`	WATS: Workload-Aware Task Scheduling in Asymmetric Multi-core Architectures. IPDPS Quan Chen, Yawen Chen, Zhiyi Huang, Minyi Guo
2011	B	`conf`	CAB: Cache Aware Bi-tier Task-Stealing in Multi-socket Multi-core Architecture. ICPP Quan Chen, Zhiyi Huang, Minyi Guo, Jingyu Zhou
2010	C	`conf`	SAMR: A Self-adaptive MapReduce Scheduling Algorithm in Heterogeneous Environment. CIT Quan Chen, Daqiang Zhang, Minyi Guo, Qianni Deng, Song Guo