Robert Birke
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
71
Venues
41
Active years
2007–2026
Best venue rank
A*
Where they publish
- ADSN5 papers
- A*INFOCOM5 papers
- BPAKDD4 papers
- CACML4 papers
- BSRDS3 papers
- A*PERCOM3 papers
- BMASCOTS3 papers
- A*ICLR2 papers
- BEuroPar2 papers
- UnrankedUCC2 papers
- AMiddleware2 papers
- BIC2E2 papers
- AICDCS2 papers
- BNOMS2 papers
- BIM2 papers
- BIWQoS2 papers
- BGLOBECOM2 papers
- CPDP1 paper
- ASC1 paper
- A*SP1 paper
- ACIKM1 paper
- BCOMPSAC1 paper
- ASDM1 paper
- BICAART1 paper
- BICPP1 paper
- CETFA1 paper
- BIJCNN1 paper
- A*WWW1 paper
- MulticonferenceICASSP1 paper
- A*CVPR1 paper
- AEuroSys1 paper
- BEWSN1 paper
- BCLOUD1 paper
- CCLOSER1 paper
- BCNSM1 paper
- A*SIGMETRICS1 paper
- CCLUSTER1 paper
- AFAST1 paper
- A*SIGCOMM1 paper
- CHPSR1 paper
- NationalHOTI1 paper
Papers
71 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | PAKDD | TabTokWak: Token(less)-Value Watermarking for Tabular Foundational Models. | Jeroen M. Galjaard, Chaoyi Zhu, Robert Birke, Pin-Yu Chen, Cornelis Bos, Lydia Y. Chen |
| 2025 | ICLR | TabWak: A Watermark for Tabular Diffusion Models. | Chaoyi Zhu, Jiayi Tang, Jeroen M. Galjaard, Pin-Yu Chen, Robert Birke, Cornelis Bos, Lydia Y. Chen |
| 2025 | PAKDD | TabuLa: Harnessing Language Models for Tabular Data Synthesis. | Zilong Zhao, Robert Birke, Lydia Y. Chen |
| 2025 | PDP | HPC4AI@UNITO: A Use Case For Datacenter Digital Twin. | Viviana Vaccaro, Robert Birke, Lavinia Chiara Tagliabue, Sergio Rabellino, Marco Aldinucci |
| 2024 | PAKDD | DALLMi: Domain Adaption for LLM-Based Multi-label Classifier. | Miruna Betianu, Abele Malan, Marco Aldinucci, Robert Birke, Lydia Y. Chen |
| 2024 | PAKDD | On Dark Knowledge for Distilling Generators. | Chi Hong, Robert Birke, Pin-Yu Chen, Lydia Y. Chen |
| 2024 | SC | Performance portability via C++ PSTL, SYCL, OpenMP, and HIP: the Gaia AVU-GSR case study. | Giulio Malenza, Valentina Cesare, Marco Edoardo Santimaria, Robert Birke, Alberto Vecchiato, Ugo Becciani, Marco Aldinucci |
| 2024 | SP | A Performance Analysis for Confidential Federated Learning. | Bruno Casella, Iacopo Colonnelli, Gianluca Mittone, Robert Birke, Walter Riviera, Antonio Sciarappa, Carlo Cavazzoni, Marco Aldinucci |
| 2024 | SRDS | CLUES: Collusive Theft of Conditional Generative Adversarial Networks. | Simon Queyrut, Valerio Schiavoni, Lydia Y. Chen, Pascal Felber, Robert Birke |
| 2023 | CIKM | FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform. | Zilong Zhao, Robert Birke, Lydia Y. Chen |
| 2023 | COMPSAC | A Proposal for a Continuum-aware Programming Model: From Workflows to Services Autonomously Interacting in the Compute Continuum. | Marco Aldinucci, Robert Birke, Antonio Brogi, Emanuele Carlini, Massimo Coppola, Marco Danelutto, Patrizio Dazzi, Luca Ferrucci, Stefano Forti, Hanna Kavalionak, Gabriele Mencagli, Matteo Mordacchini, Marcelo Pasin, Federica Paganelli, Massimo Torquati |
| 2023 | EuroPar | Efficiently Distributed Federated Learning. | Gianluca Mittone, Robert Birke, Marco Aldinucci |
| 2023 | EuroPar | Model-Agnostic Federated Learning. | Gianluca Mittone, Walter Riviera, Iacopo Colonnelli, Robert Birke, Marco Aldinucci |
| 2023 | SDM | Robust Learning via Golden Symmetric Loss of (un)Trusted Labels. | Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen |
| 2023 | UCC | Distributed Edge Inference: an Experimental Study on Multiview Detection. | Gianluca Mittone, Giulio Malenza, Marco Aldinucci, Robert Birke |
| 2022 | ACML | Multi Label Loss Correction against Missing and Corrupted Labels. | Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen |
| 2022 | ACML | Trusted Loss Correction for Noisy Multi-Label Learning. | Amirmasoud Ghiassi, Cosmin Octavian Pene, Robert Birke, Lydia Y. Chen |
| 2022 | ICAART | LABNET: A Collaborative Method for DNN Training and Label Aggregation. | Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen |
| 2022 | ICPP | Performance Modeling for Short-Term Cache Allocation. | Christopher Stewart, Nathaniel Morris, Lydia Y. Chen, Robert Birke |
| 2021 | ACML | CTAB-GAN: Effective Table Data Synthesizing. | Zilong Zhao, Aditya Kunar, Robert Birke, Lydia Y. Chen |
| 2021 | ACML | QActor: Active Learning on Noisy Labels. | Taraneh Younesian, Zilong Zhao, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen |
| 2021 | ETFA | Evaluation of Networking Options for Containerized Deployment of Real-Time Applications. | Giuliano Albanese, Robert Birke, Georgia Giannopoulou, Sandro Schnborn, Thanikesavan Sivanthi |
| 2021 | IJCNN | LABELNET: Recovering Noisy Labels. | Amirmasoud Ghiassi, Robert Birke, Rui Han, Lydia Y. Chen |
| 2021 | PERCOM | Artifact: Masa: Responsive Multi-DNN Inference on the Edge. | Bart Cox, Jeroen Galjaard, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen |
| 2021 | PERCOM | Masa: Responsive Multi-DNN Inference on the Edge. | Bart Cox, Jeroen Galjaard, Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen |
| 2021 | PERCOM | MemA: Fast Inference of Multiple Deep Models. | Jeroen Galjaard, Bart Cox, Amirmasoud Ghiassi, Lydia Y. Chen, Robert Birke |
| 2021 | WWW | Online Label Aggregation: A Variational Bayesian Approach. | Chi Hong, Amirmasoud Ghiassi, Yichi Zhou, Robert Birke, Lydia Y. Chen |
| 2020 | ICASSP | Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model. | Shuyu Lin, Ronald Clark, Robert Birke, Sandro Schnborn, Niki Trigoni, Stephen J. Roberts |
| 2020 | Middleware | PipeTune: Pipeline Parallelism of Hyper and System Parameters Tuning for Deep Learning Clusters. | Isabelly Rocha, Nathaniel Morris, Lydia Y. Chen, Pascal Felber, Robert Birke, Valerio Schiavoni |
| 2019 | CVPR | Learning Semantically Meaningful Embeddings Using Linear Constraints. | Shuyu Lin, Bo Yang, Robert Birke, Ronald Clark |
| 2019 | DSN | Robust Anomaly Detection on Unreliable Data. | Zilong Zhao, Sophie Cerf, Robert Birke, Bogdan Robu, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen |
| 2019 | ICLR | WiSE-ALE: Wide Sample Estimator for Aggregate Latent Embedding. | Shuyu Lin, Ronald Clark, Robert Birke, Niki Trigoni, Stephen J. Roberts |
| 2019 | INFOCOM | Exploring Deep Reinforcement Learning for Autonomous Powerline Tracking. | Panin Pienroj, Sandro Schnborn, Robert Birke |
| 2019 | Middleware | Differential Approximation and Sprinting for Multi-Priority Big Data Engines. | Robert Birke, Isabelly Rocha, Juan F. Prez, Valerio Schiavoni, Pascal Felber, Lydia Y. Chen |
| 2018 | EuroSys | Model-driven computational sprinting. | Nathaniel Morris, Christopher Stewart, Lydia Y. Chen, Robert Birke, Jaimie Kelley |
| 2018 | EWSN | Competition: Energy-Efficient Many-to-Many Communication with Channel-Hopping. | Philipp Sommer, Yvonne-Anne Pignolet, Stevan Marinkovic, Aurelien Monot, Maelle Kabir-Querrec, Robert Birke |
| 2017 | CLOUD | Early work on modeling computational sprinting. | Nathaniel Morris, Christopher Stewart, Robert Birke, Lydia Y. Chen, Jaimie Kelley |
| 2017 | IC2E | Meeting Latency Target in Transient Burst: A Case on Spark Streaming. | Robert Birke, Mathias Bjrkqvist, Evangelia Kalyvianaki, Lydia Y. Chen |
| 2017 | ICDCS | Dual Scaling VMs and Queries: Cost-Effective Latency Curtailment. | Juan F. Prez, Robert Birke, Mathias Bjrkqvist, Lydia Y. Chen |
| 2017 | INFOCOM | Power of redundancy: Designing partial replication for multi-tier applications. | Robert Birke, Juan F. Prez, Zhan Qiu, Mathias Bjrkqvist, Lydia Y. Chen |
| 2017 | INFOCOM | On the latency-accuracy tradeoff in approximate MapReduce jobs. | Juan F. Prez, Robert Birke, Lydia Y. Chen |
| 2017 | SRDS | PULP: Achieving Privacy and Utility Trade-Off in User Mobility Data. | Sophie Cerf, Vincent Primault, Antoine Boutet, Sonia Ben Mokhtar, Robert Birke, Sara Bouchenak, Lydia Y. Chen, Nicolas Marchand, Bogdan Robu |
| 2016 | CLOSER | Integrated Energy Efficient Data Centre Management for Green Cloud Computing - The FP7 GENiC Project Experience. | J. Ignacio Torrens, Deepak Mehta, Vojtech Zavrel, Diarmuid Grimes, Thomas Scherer, Robert Birke, Lydia Y. Chen, Susan Rea, Lara Lopez, Enric Pages, Dirk Pesch |
| 2016 | DSN | Profiling Memory Vulnerability of Big-Data Applications. | Navaneeth Rameshan, Robert Birke, Leandro Navarro, Vladimir Vlassov, Bhuvan Urgaonkar, George Kesidis, Martin L. Schmatz, Lydia Y. Chen |
| 2016 | DSN | Managing Data Center Tickets: Prediction and Active Sizing. | Ji Xue, Robert Birke, Lydia Y. Chen, Evgenia Smirni |
| 2016 | IC2E | Dynamic Block Sizing for Data Stream Processing Systems. | Robert Birke, Evangelia Kalyvianaki, Walter Binder, Martin L. Schmatz, Lydia Y. Chen |
| 2016 | ICDCS | Dslash: Managing Data in Overloaded Batch Streaming Systems. | Robert Birke, Mathias Bjrkqvist, Evangelia Kalyvianaki, Lydia Y. Chen |
| 2016 | INFOCOM | Defeating variability in cloud applications by multi-tier workload redundancy. | Robert Birke, Zhan Qiu, Juan F. Prez, Lydia Y. Chen |
| 2016 | MASCOTS | Robust Server Consolidation: Coping with Peak Demand Underestimation. | Diarmuid Grimes, Deepak Mehta, Barry O'Sullivan, Robert Birke, Lydia Y. Chen, Thomas Scherer, Ignacio Castieiras |
| 2016 | NOMS | Resource management of replicated service systems provisioned in the cloud. | Mathias Bjrkqvist, Robert Birke, Walter Binder |
| 2016 | SRDS | Tale of Tails: Anomaly Avoidance in Data Centers. | Ji Xue, Robert Birke, Lydia Y. Chen, Evgenia Smirni |
| 2015 | CNSM | PRACTISE: Robust prediction of data center time series. | Ji Xue, Feng Yan, Robert Birke, Lydia Y. Chen, Thomas Scherer, Evgenia Smirni |
| 2015 | IM | Optimizing capacity allocation for big data applications in cloud datacenters. | Sebastiano Spicuglia, Lydia Y. Chen, Robert Birke, Walter Binder |
| 2015 | IWQoS | Contention detection by throttling: A black-box on-line approach. | Joel Vallone, Robert Birke, Lydia Y. Chen, Babak Falsafi |
| 2015 | MASCOTS | On Fair Attribution of Costs under Peak-Based Pricing to Cloud Tenants. | Neda Nasiriani, Cheng Wang, George Kesidis, Bhuvan Urgaonkar, Lydia Y. Chen, Robert Birke |
| 2015 | SIGMETRICS | When Virtual Meets Physical at the Edge: A Field Study on Datacenters' Virtual Traffic. | Robert Birke, Mathias Bjrkqvist, Cyriel Minkenberg, Martin L. Schmatz, Lydia Y. Chen |
| 2015 | UCC | PRACTISE - Demonstrating a Neural Network Based Framework for Robust Prediction of Data Center Workload. | Thomas Scherer, Ji Xue, Feng Yan, Robert Birke, Lydia Y. Chen, Evgenia Smirni |
| 2014 | CLUSTER | zFabric: How to virtualize lossless ethernet? | Daniel Crisan, Robert Birke, Nikolaos Chrysos, Cyriel Minkenberg, Mitchell Gusat |
| 2014 | DSN | Failure Analysis of Virtual and Physical Machines: Patterns, Causes and Characteristics. | Robert Birke, Ioana Giurgiu, Lydia Y. Chen, Dorothea Wiesmann, Ton Engbersen |
| 2014 | FAST | (Big)data in a virtualized world: volume, velocity, and variety in cloud datacenters. | Robert Birke, Mathias Bjrkqvist, Lydia Y. Chen, Evgenia Smirni, Ton Engbersen |
| 2014 | NOMS | Multi-resource characterization and their (in)dependencies in production datacenters. | Robert Birke, Lydia Y. Chen, Evgenia Smirni |
| 2013 | DSN | State-of-the-practice in data center virtualization: Toward a better understanding of VM usage. | Robert Birke, Andrej Podzimek, Lydia Y. Chen, Evgenia Smirni |
| 2013 | IM | An intent-based approach for network virtualization. | Rami Cohen, Katherine Barabash, Benny Rochwerger, Liran Schour, Daniel Crisan, Robert Birke, Cyriel Minkenberg, Mitchell Gusat, Renato Recio, Vinit Jain |
| 2013 | IWQoS | A datacenter network tale from a server's perspective. | Robert Birke, Lydia Y. Chen, Cyriel Minkenberg |
| 2013 | MASCOTS | Characterization Analysis of Resource Utilization Distribution. | Robert Birke, Lydia Y. Chen, Marco Gribaudo, Pietro Piazzolla |
| 2013 | SIGCOMM | Got loss?: get zOVN! | Daniel Crisan, Robert Birke, Gilles Cressier, Cyriel Minkenberg, Mitchell Gusat |
| 2012 | HPSR | Partition/aggregate in commodity 10G ethernet software-defined networking. | Robert Birke, Daniel Crisan, Katherine Barabash, Anna Levin, Casimer M. DeCusatis, Cyriel Minkenberg, Mitchell Gusat |
| 2011 | HOTI | Short and Fat: TCP Performance in CEE Datacenter Networks. | Daniel Crisan, Andreea Simona Anghel, Robert Birke, Cyriel Minkenberg, Mitchell Gusat |
| 2010 | GLOBECOM | Multistage Software Routers in a Virtual Environment. | Andrea Bianco, Robert Birke, Luca Giraudo, Nanfang Li |
| 2009 | GLOBECOM | Delay-Based Cloud Congestion Control. | Mitchell Gusat, Robert Birke, Cyriel Minkenberg |
| 2007 | INFOCOM | Understanding VoIP from Backbone Measurements. | Robert Birke, Marco Mellia, Michele Petracca, Dario Rossi |