Yuan Yuan

37 papers A* 4A 3C 2Journal 22Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
A Case Study for Ray Tracing Cores: Performance Insights with Breadth-First Search and Triangle Counting in Graphs.
SIGMETRICS (Abstracts)
Zhixiong Xiao, Mengbai Xiao, Yuan Yuan, Dongxiao Yu, Rubao Lee, Xiaodong Zhang
2025 J jnl
Adaptive pruning-based Newton's method for distributed learning.
Theor. Comput. Sci.
Shuzhen Chen, Yuan Yuan, Youming Tao, Tianzhu Wang, Zhipeng Cai, Dongxiao Yu
2025 J jnl
BaDFL: Mitigating Model Poisoning in Decentralized Federated Learning.
IEEE Trans. Computers
Yuan Yuan, Anhao Zhou, Xiao Zhang, Yifei Zou, Yangguang Shi, Dongxiao Yu
2025 J jnl
Data-Free Continual Learning of Server Models in Model-Heterogeneous Federated learning.
CoRR
Xiao Zhang, Zengzhe Chen, Yuan Yuan, Yifei Zou, Fuzhen Zhuang, Wenyu Jiao, Yuke Wang, Dongxiao Yu
2025 J jnl
DistrAttention: An Efficient and Flexible Self-Attention Mechanism on Modern GPUs.
CoRR
Haolin Jin, Mengbai Xiao, Yuan Yuan, Xiao Zhang, Dongxiao Yu, Guanghui Zhang, Haoliang Wang
2025 — conf
Memory-Enhanced Invariant Prompt Learning for Urban Flow Prediction Under Distribution Shifts.
ECML/PKDD (3)
Haiyang Jiang, Tong Chen, Wentao Zhang, Quoc Viet Hung Nguyen, Yuan Yuan, Yong Li, Hongzhi Yin
2025 A* conf
PDUDT: Provable Decentralized Unlearning under Dynamic Topologies.
ICML
Jing Qiao, Yu Liu, Zengzhe Chen, Mingyi Li, Yuan Yuan, Xiao Zhang, Dongxiao Yu
2025 J jnl
Pruning-Based Adaptive Federated Learning at the Edge.
IEEE Trans. Computers
Dongxiao Yu, Yuan Yuan, Yifei Zou, Xiao Zhang, Yu Liu, Lizhen Cui, Xiuzhen Cheng
2025 J jnl
TAMO:Fine-Grained Root Cause Analysis via Tool-Assisted LLM Agent with Multi-Modality Observation Data.
CoRR
Qi Wang, Xiao Zhang, Mingyi Li, Yuan Yuan, Mengbai Xiao, Fuzhen Zhuang, Dongxiao Yu
2024 A* conf
BR-DeFedRL: Byzantine-Robust Decentralized Federated Reinforcement Learning with Fast Convergence and Communication Efficiency.
INFOCOM
Jing Qiao, Zuyuan Zhang, Sheng Yue, Yuan Yuan, Zhipeng Cai, Xiao Zhang, Ju Ren, Dongxiao Yu
2024 J jnl
BR-FEEL: A backdoor resilient approach for federated edge learning with fragment-sharing.
J. Syst. Archit.
Senmao Qi, Hao Ma, Yifei Zou, Yuan Yuan, Peng Li, Dongxiao Yu
2024 J jnl
Distributed Learning for Large-Scale Models at Edge With Privacy Protection.
IEEE Trans. Computers
Yuan Yuan, Shuzhen Chen, Dongxiao Yu, Zengrui Zhao, Yifei Zou, Lizhen Cui, Xiuzhen Cheng
2024 A conf
Fed-MS: Fault Tolerant Federated Edge Learning with Multiple Byzantine Servers.
ICDCS
Senmao Qi, Hao Ma, Yifei Zou, Yuan Yuan, Peng Li, Dongxiao Yu
2024 C conf
Fed-MoE: Efficient Federated Learning for Mixture-of-Experts Models via Empirical Pruning.
PDCAT
Yifei Zou, Senmao Qi, Yuan Yuan, Dawei Wang, Shikun Shen, Libing Wu, Shaoyong Guo, Dongxiao Yu
2024 — conf
Fed-NAD: Backdoor Resilient Federated Learning via Neural Attention Distillation.
IDS
Hao Ma, Senmao Qi, Jiayue Yao, Yuan Yuan, Yifei Zou, Dongxiao Yu
2024 J jnl
Federating to Grow Transformers with Constrained Resources without Model Sharing.
CoRR
Shikun Shen, Yifei Zou, Yuan Yuan, Yanwei Zheng, Peng Li, Xiuzhen Cheng, Dongxiao Yu
2024 J jnl
Memory-enhanced Invariant Prompt Learning for Urban Flow Prediction under Distribution Shifts.
CoRR
Haiyang Jiang, Tong Chen, Wentao Zhang, Nguyen Quoc Viet Hung, Yuan Yuan, Yong Li, Lizhen Cui
2024 J jnl
Unity is Power: Semi-Asynchronous Collaborative Training of Large-Scale Models with Structured Pruning in Resource-Limited Clients.
CoRR
Yan Li, Mingyi Li, Xiao Zhang, Guangwei Xu, Feng Chen, Yuan Yuan, Yifei Zou, Mengying Zhao, Jianbo Lu, Dongxiao Yu
2023 J jnl
Decentralized Parallel SGD Based on Weight-Balancing for Intelligent IoV.
IEEE Trans. Intell. Transp. Syst.
Yuan Yuan, Jiguo Yu, Xiaolu Cheng, Zongrui Zou, Dongxiao Yu, Zhipeng Cai
2023 — conf
Resource-Adaptive Newton's Method for Distributed Learning.
COCOON (1)
Shuzhen Chen, Yuan Yuan, Youming Tao, Zhipeng Cai, Dongxiao Yu
2023 J jnl
Resource-Adaptive Newton's Method for Distributed Learning.
CoRR
Shuzhen Chen, Yuan Yuan, Youming Tao, Zhipeng Cai, Dongxiao Yu
2023 J jnl
Trustworthy decentralized collaborative learning for edge intelligence: A survey.
High Confid. Comput.
Dongxiao Yu, Zhenzhen Xie, Yuan Yuan, Shuzhen Chen, Jing Qiao, Yangyang Wang, Yong Yu, Yifei Zou, Xiao Zhang
2021 J jnl
D-(DP)2SGD: Decentralized Parallel SGD with Differential Privacy in Dynamic Networks.
Wirel. Commun. Mob. Comput.
Yuan Yuan, Zongrui Zou, Dong Li, Li Yan, Dongxiao Yu
2021 J jnl
Distributed Social Learning With Imperfect Information.
IEEE Trans. Netw. Sci. Eng.
Yuan Yuan, Feng Li, Dongxiao Yu, Jichao Zhao, Jiguo Yu, Xiuzhen Cheng
2021 A* conf
NestGPU: Nested Query Processing on GPU.
ICDE
Sofoklis Floratos, Mengbai Xiao, Hao Wang, Chengxin Guo, Yuan Yuan, Rubao Lee, Xiaodong Zhang
2019 A conf
Fast Fault-Tolerant Sampling via Random Walk in Dynamic Networks.
ICDCS
Yuan Yuan, Feng Li, Dongxiao Yu, Jiguo Yu, Yu Wu, Weifeng Lv, Xiuzhen Cheng
2018 A conf
SQLoop: High Performance Iterative Processing in Data Management.
ICDCS
Sofoklis Floratos, Yanfeng Zhang, Yuan Yuan, Rubao Lee, Xiaodong Zhang
2017 J jnl
A distributed in-memory key-value store system on heterogeneous CPU-GPU cluster.
VLDB J.
Kai Zhang, Kaibo Wang, Yuan Yuan, Lei Guo, Rubao Li, Xiaodong Zhang, Bingsheng He, Jiayu Hu, Bei Hua
2017 A* conf
Feisu: Fast Query Execution over Heterogeneous Data Sources on Large-Scale Clusters.
ICDE
An Qin, Yuan Yuan, Dai Tan, Pengyu Sun, Xiang Zhang, Hao Cao, Rubao Lee, Xiaodong Zhang
2016 J jnl
BCC: Reducing False Aborts in Optimistic Concurrency Control with Low Cost for In-Memory Databases.
Proc. VLDB Endow.
Yuan Yuan, Kaibo Wang, Rubao Lee, Xiaoning Ding, Jing Xing, Spyros Blanas, Xiaodong Zhang
2016 — conf
Spark-GPU: An accelerated in-memory data processing engine on clusters.
IEEE BigData
Yuan Yuan, Meisam Fathi Salmi, Yin Huai, Kaibo Wang, Rubao Lee, Xiaodong Zhang
2015 J jnl
Hetero-DB: Next Generation High-Performance Database Systems by Best Utilizing Heterogeneous Computing and Storage Resources.
J. Comput. Sci. Technol.
Kai Zhang, Feng Chen, Xiaoning Ding, Yin Huai, Rubao Lee, Tian Luo, Kaibo Wang, Yuan Yuan, Xiaodong Zhang
2015 J jnl
Mega-KV: A Case for GPUs to Maximize the Throughput of In-Memory Key-Value Stores.
Proc. VLDB Endow.
Kai Zhang, Kaibo Wang, Yuan Yuan, Lei Guo, Rubao Lee, Xiaodong Zhang
2015 C conf
SideWalk: A Facility of Lightweight Out-of-Band Communications for Augmenting Distributed Data Processing Flows.
CLUSTER
Yin Huai, Yuan Yuan, Rubao Lee, Xiaodong Zhang
2014 J jnl
Concurrent Analytical Query Processing with GPUs.
Proc. VLDB Endow.
Kaibo Wang, Kai Zhang, Yuan Yuan, Siyuan Ma, Rubao Lee, Xiaoning Ding, Xiaodong Zhang
2014 — conf
Major technical advancements in apache hive.
SIGMOD Conference
Yin Huai, Ashutosh Chauhan, Alan Gates, Günther Hagleitner, Eric N. Hanson, Owen O'Malley, Jitendra Pandey, Yuan Yuan, Rubao Lee, Xiaodong Zhang
2013 J jnl
The Yin and Yang of Processing Data Warehousing Queries on GPU Devices.
Proc. VLDB Endow.
Yuan Yuan, Rubao Lee, Xiaodong Zhang