Ruichuan Chen

68 papers A* 6A 10B 3C 2Misc 5Journal 23Unranked 17
YearRankTypeTitle / Venue / Authors
2026 — conf
Defeating Cerberus: Privacy-Leakage Mitigation in Vision Language Models.
EACL (Findings)
Boyang Zhang, Istemi Ekin Akkus, Ruichuan Chen, Alice Dethise, Klaus Satzke, Ivica Rimac, Yang Zhang
2026 J jnl
Model Hijacking Attack in Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Zheng Li, Siyuan Wu, Ruichuan Chen, Paarijaat Aditya, Istemi Ekin Akkus, Manohar Vanga, Min Zhang, Hao Li, Yang Zhang
2025 J jnl
A Generic, High-Performance, Compression-Aware Framework for Data Parallel DNN Training.
IEEE Trans. Parallel Distributed Syst.
Hao Wu, Shiyi Wang, Youhui Bai, Cheng Li, Quan Zhou, Jun Yi, Feng Yan, Ruichuan Chen, Yinlong Xu
2025 J jnl
Defeating Cerberus: Concept-Guided Privacy-Leakage Mitigation in Multimodal Language Models.
CoRR
Boyang Zhang, Istemi Ekin Akkus, Ruichuan Chen, Alice Dethise, Klaus Satzke, Ivica Rimac, Yang Zhang
2025 J jnl
Enabling scalable and adaptive machine learning training via serverless computing on public cloud.
Perform. Evaluation
Ahsan Ali, Xiaolong Ma, Syed Zawad, Paarijaat Aditya, Istemi Ekin Akkus, Ruichuan Chen, Lei Yang, Feng Yan
2025 J jnl
Pheromone: Restructuring Serverless Computing With Data-Centric Function Orchestration.
IEEE Trans. Netw.
Minchen Yu, Tingjia Cao, Wei Wang, Ruichuan Chen
2025 — conf
Torpor: GPU-Enabled Serverless Computing for Low-Latency, Resource-Efficient Inference.
USENIX ATC
Minchen Yu, Ao Wang, Dong Chen, Haoxuan Yu, Xiaonan Luo, Zhuohao Li, Wei Wang, Ruichuan Chen, Dapeng Nie, Haoran Yang, Yu Ding
2025 J jnl
λScale: Enabling Fast Scaling for Serverless Large Language Model Inference.
CoRR
Minchen Yu, Rui Yang, Chaobo Jia, Zhaoyuan Su, Sheng Yao, Tingfeng Lan, Yuchen Yang, Yue Cheng, Wei Wang, Ao Wang, Ruichuan Chen
2024 A conf
Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy.
EuroSys
Zhifeng Jiang, Wei Wang, Ruichuan Chen
2024 A* conf
Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning.
USENIX Security Symposium
Zhifeng Jiang, Peng Ye, Shiqi He, Wei Wang, Ruichuan Chen, Bo Li
2024 J jnl
Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning.
CoRR
Zhifeng Jiang, Peng Ye, Shiqi He, Wei Wang, Ruichuan Chen, Bo Li
2024 J jnl
Model Hijacking Attack in Federated Learning.
CoRR
Zheng Li, Siyuan Wu, Ruichuan Chen, Paarijaat Aditya, Istemi Ekin Akkus, Manohar Vanga, Min Zhang, Hao Li, Yang Zhang
2024 A conf
Noctua: Towards Automated and Practical Fine-grained Consistency Analysis.
EuroSys
Kai Ma, Cheng Li, Enzuo Zhu, Ruichuan Chen, Feng Yan, Kang Chen
2024 — conf
PraaS: Verifiable Proofs of Property as-a-Service with Intel SGX.
EuroS&P Workshops
Istemi Ekin Akkus, Ivica Rimac, Ruichuan Chen
2024 J jnl
Protecting Confidentiality, Privacy and Integrity in Collaborative Learning.
CoRR
Dong Chen, Alice Dethise, Istemi Ekin Akkus, Ivica Rimac, Klaus Satzke, Antti Koskela, Marco Canini, Wei Wang, Ruichuan Chen
2023 J jnl
FaaSwap: SLO-Aware, GPU-Efficient Serverless Inference via Model Swapping.
CoRR
Minchen Yu, Ao Wang, Dong Chen, Haoxuan Yu, Xiaonan Luo, Zhuohao Li, Wei Wang, Ruichuan Chen, Dapeng Nie, Haoran Yang
2023 Misc conf
Following the Data, Not the Function: Rethinking Function Orchestration in Serverless Computing.
NSDI
Minchen Yu, Tingjia Cao, Wei Wang, Ruichuan Chen
2022 J jnl
SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training.
CoRR
Ahsan Ali, Syed Zawad, Paarijaat Aditya, Istemi Ekin Akkus, Ruichuan Chen, Feng Yan
2022 J jnl
Taming Client Dropout for Distributed Differential Privacy in Federated Learning.
CoRR
Zhifeng Jiang, Wei Wang, Ruichuan Chen
2021 J jnl
Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative Learning with SGX.
CoRR
Chengliang Zhang, Junzhe Xia, Baichen Yang, Huancheng Puyang, Wei Wang, Ruichuan Chen, Istemi Ekin Akkus, Paarijaat Aditya, Feng Yan
2021 — conf
Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative Learning.
SoCC
Chengliang Zhang, Junzhe Xia, Baichen Yang, Huancheng Puyang, Wei Wang, Ruichuan Chen, Istemi Ekin Akkus, Paarijaat Aditya, Feng Yan
2021 — conf
Efficient GPU Sharing for Serverless Workflows.
HiPS@HPDC
Klaus Satzke, Istemi Ekin Akkus, Ruichuan Chen, Ivica Rimac, Manuel Stein, Andre Beck, Paarijaat Aditya, Manohar Vanga, Volker Hilt
2021 A conf
Gillis: Serving Large Neural Networks in Serverless Functions with Automatic Model Partitioning.
ICDCS
Minchen Yu, Zhifeng Jiang, Hok Chun Ng, Wei Wang, Ruichuan Chen, Bo Li
2021 A* conf
Gradient Compression Supercharged High-Performance Data Parallel DNN Training.
SOSP
Youhui Bai, Cheng Li, Quan Zhou, Jun Yi, Ping Gong, Feng Yan, Ruichuan Chen, Yinlong Xu
2021 — conf
Lessons learned from migrating complex stateful applications onto serverless platforms.
APSys
Zewen Jin, Yiming Zhu, Jiaan Zhu, Dongbo Yu, Cheng Li, Ruichuan Chen, Istemi Ekin Akkus, Yinlong Xu
2021 J jnl
Restructuring Serverless Computing with Data-Centric Function Orchestration.
CoRR
Minchen Yu, Tingjia Cao, Wei Wang, Ruichuan Chen
2019 — ch.
Approximate Computing for Stream Analytics.
Encyclopedia of Big Data Technologies
Do Le Quoc, Ruichuan Chen, Pramod Bhatotia, Christof Fetzer, Volker Hilt, Thorsten Strufe
2019 J jnl
PrivApprox: Privacy-Preserving Stream Analytics - (Extended Abstract).
Inform. Spektrum
Do Le Quoc, Martin Beck, Pramod Bhatotia, Ruichuan Chen, Christof Fetzer, Thorsten Strufe
2019 — ch.
Privacy-Preserving Data Analytics.
Encyclopedia of Big Data Technologies
Do Le Quoc, Martin Beck, Pramod Bhatotia, Ruichuan Chen, Christof Fetzer, Thorsten Strufe
2019 J jnl
Will Serverless Computing Revolutionize NFV?
Proc. IEEE
Paarijaat Aditya, Istemi Ekin Akkus, Andre Beck, Ruichuan Chen, Volker Hilt, Ivica Rimac, Klaus Satzke, Manuel Stein
2018 A conf
ApproxIoT: Approximate Analytics for Edge Computing.
ICDCS
Zhenyu Wen, Do Le Quoc, Pramod Bhatotia, Ruichuan Chen, Myungjin Lee
2018 — conf
ApproxJoin: Approximate Distributed Joins.
SoCC
Do Le Quoc, Istemi Ekin Akkus, Pramod Bhatotia, Spyros Blanas, Ruichuan Chen, Christof Fetzer, Thorsten Strufe
2018 J jnl
Approximate Distributed Joins in Apache Spark.
CoRR
Do Le Quoc, Istemi Ekin Akkus, Pramod Bhatotia, Spyros Blanas, Ruichuan Chen, Christof Fetzer, Thorsten Strufe
2018 J jnl
Approximate Edge Analytics for the IoT Ecosystem.
CoRR
Zhenyu Wen, Do Le Quoc, Pramod Bhatotia, Ruichuan Chen, Myungjin Lee
2018 — conf
SAND: Towards High-Performance Serverless Computing.
USENIX ATC
Istemi Ekin Akkus, Ruichuan Chen, Ivica Rimac, Manuel Stein, Klaus Satzke, Andre Beck, Paarijaat Aditya, Volker Hilt
2017 J jnl
Approximate Stream Analytics in Apache Flink and Apache Spark Streaming.
CoRR
Do Le Quoc, Ruichuan Chen, Pramod Bhatotia, Christof Fetzer, Volker Hilt, Thorsten Strufe
2017 — conf
Building and Analyzing a Global Co-Authorship Network Using Google Scholar Data.
WWW (Companion Volume)
Yang Chen, Cong Ding, Jiyao Hu, Ruichuan Chen, Pan Hui, Xiaoming Fu
2017 — conf
PrivApprox: Privacy-Preserving Stream Analytics.
USENIX ATC
Do Le Quoc, Martin Beck, Pramod Bhatotia, Ruichuan Chen, Christof Fetzer, Thorsten Strufe
2017 J jnl
Privacy Preserving Stream Analytics: The Marriage of Randomized Response and Approximate Computing.
CoRR
Do Le Quoc, Martin Beck, Pramod Bhatotia, Ruichuan Chen, Christof Fetzer, Thorsten Strufe
2017 J jnl
Sieve: Actionable Insights from Monitored Metrics in Microservices.
CoRR
Jörg Thalheim, Antonio Rodrigues, Istemi Ekin Akkus, Pramod Bhatotia, Ruichuan Chen, Bimal Viswanath, Lei Jiao, Christof Fetzer
2017 A conf
Sieve: actionable insights from monitored metrics in distributed systems.
Middleware
Jörg Thalheim, Antonio Rodrigues, Istemi Ekin Akkus, Pramod Bhatotia, Ruichuan Chen, Bimal Viswanath, Lei Jiao, Christof Fetzer
2017 A conf
StreamApprox: approximate computing for stream analytics.
Middleware
Do Le Quoc, Ruichuan Chen, Pramod Bhatotia, Christof Fetzer, Volker Hilt, Thorsten Strufe
2017 A conf
Towards Reliable Application Deployment in the Cloud.
CoNEXT
Ruichuan Chen, Istemi Ekin Akkus, Bimal Viswanath, Ivica Rimac, Volker Hilt
2016 Misc conf
AnonRep: Towards Tracking-Resistant Anonymous Reputation.
NSDI
Ennan Zhai, David Isaac Wolinsky, Ruichuan Chen, Ewa Syta, Chao Teng, Bryan Ford
2016 B conf
Online Algorithm for Approximate Quantile Queries on Sliding Windows.
SEA
Chun-Nam Yu, Michael S. Crouch, Ruichuan Chen, Alessandra Sala
2014 A* conf
Heading Off Correlated Failures through Independence-as-a-Service.
OSDI
Ennan Zhai, Ruichuan Chen, David Isaac Wolinsky, Bryan Ford
2013 — conf
A holistic immune system against active P2P worms.
ICOIN
Eng Keong Lua, Ruichuan Chen
2013 — conf
An untold story of redundant clouds: making your service deployment truly reliable.
HotDep
Ennan Zhai, Ruichuan Chen, David Isaac Wolinsky, Bryan Ford
2013 A* conf
SplitX: high-performance private analytics.
SIGCOMM
Ruichuan Chen, Istemi Ekin Akkus, Paul Francis
2012 A* conf
Non-tracking web analytics.
CCS
Istemi Ekin Akkus, Ruichuan Chen, Michaela Hardt, Paul Francis, Johannes Gehrke
2012 Misc conf
Towards Statistical Queries over Distributed Private User Data.
NSDI
Ruichuan Chen, Alexey Reznichenko, Paul Francis, Johannes Gehrke
2011 A conf
Address-based route reflection.
CoNEXT
Ruichuan Chen, Aman Shaikh, Jia Wang, Paul Francis
2011 A* conf
Bring order to online social networks.
INFOCOM
Ruichuan Chen, Eng Keong Lua, Zhuhua Cai
2011 J jnl
Green: Towards a Pollution-Free Peer-to-Peer Content Sharing Service
CoRR
Ruichuan Chen, Eng Keong Lua, Zhuhua Cai, Jon Crowcroft, Zhong Chen
2011 J jnl
Phagocytes: A Holistic Defense and Protection Against Active P2P Worms
CoRR
Ruichuan Chen, Eng Keong Lua, Jon Crowcroft, Liyong Tang, Zhong Chen
2011 A conf
SMALTA: practical and near-optimal FIB aggregation.
CoNEXT
Zartash Afzal Uzmi, Markus E. Nebel, Ahsan Tariq, Sana Jawad, Ruichuan Chen, Aman Shaikh, Jia Wang, Paul Francis
2011 B conf
Social Trust and Reputation in Online Social Networks.
ICPADS
Eng Keong Lua, Ruichuan Chen, Zhuhua Cai
2011 — conf
What's in a Name: A Study of Names, Gender Inference, and Gender Behavior in Facebook.
DASFAA Workshops
Cong Tang, Keith W. Ross, Nitesh Saxena, Ruichuan Chen
2009 Misc conf
A holistic mechanism against file pollution in peer-to-peer networks.
SAC
Zhuhua Cai, Ruichuan Chen, Jianqiao Feng, Cong Tang, Zhong Chen, Jian-bin Hu
2009 — conf
SKIP: A Secure Key Issuing Scheme for Peer-to-Peer Networks.
ICNS
Cong Tang, Ruichuan Chen, Zhuhua Cai, Anmin Xie, Jian-bin Hu, Liyong Tang, Zhong Chen
2009 Misc conf
Securing key issuing in peer-to-peer networks.
SAC
Cong Tang, Ruichuan Chen, Zhuhua Cai, Anmin Xie, Jian-bin Hu, Liyong Tang, Zhong Chen
2009 — conf
Sorcery: Could We Make P2P Content Sharing Systems Robust to Deceivers?.
Peer-to-Peer Computing
Ennan Zhai, Ruichuan Chen, Zhuhua Cai, Long Zhang, Eng Keong Lua, Huiping Sun, Sihan Qing, Liyong Tang, Zhong Chen
2009 B conf
SpamResist: Making Peer-to-Peer Tagging Systems Robust to Spam.
GLOBECOM
Ennan Zhai, Ruichuan Chen, Eng Keong Lua, Long Zhang, Huiping Sun, Zhuhua Cai, Sihan Qing, Zhong Chen
2008 — conf
Scalable Byzantine Fault Tolerant Public Key Authentication for Peer-to-Peer Networks.
Euro-Par
Ruichuan Chen, Wenjia Guo, Liyong Tang, Jian-bin Hu, Zhong Chen
2008 — conf
Securing Peer-to-Peer Content Sharing Service from Poisoning Attacks.
Peer-to-Peer Computing
Ruichuan Chen, Eng Keong Lua, Jon Crowcroft, Wenjia Guo, Liyong Tang, Zhong Chen
2008 A conf
WebIBC: Identity Based Cryptography for Client Side Security in Web Applications.
ICDCS
Zhi Guan, Zhen Cao, Xuan Zhao, Ruichuan Chen, Zhong Chen, Xianghao Nan
2007 C conf
CuboidTrust: A Global Reputation-Based Trust Model in Peer-to-Peer Networks.
ATC
Ruichuan Chen, Xuan Zhao, Liyong Tang, Jian-bin Hu, Zhong Chen
2007 C conf
Hybrid Overlay Structure Based on Virtual Node.
ISCC
Ruichuan Chen, Wenjia Guo, Liyong Tang, Jian-bin Hu, Zhong Chen