[10/22] Our paper, “Permutation-Invariant Tabular Data Synthesis " , is accpted in IEEE Bigdata 22
[09/22] Our paper, “Trusted Loss Correction for Noisy Multi-Label Learning" , is accpted in ACML 22
[09/22] Our paper, “Multi Label Loss Correction against Missing and Corrupted Labels" , is accpted in ACML 22
[08/22] Our paper, “FreezOff: A Middleware for Heterogeneous Federated Learning Systems” , is accpted in Middleware 22
[08/22] Our paper, “Community-based Approach to Gender-Constrained Influence Maximization" , is accpted in CIKM 22
[06/22] Our paper, “AGIC: Approximate Gradient Inversion Attack on Federated Learning" , is accpted in SRDS22
[06/22] Our paper, “Performance Modeling for Short-Term Cache Allocation" , is accepted at ACM ICPP 2022</a>
[04/22] Lydia will serve TPC SoCC 22
[04/22] Our paper, “LegoDN" , is awareded with Runner-up Community Award at MobiCom</a>
[03/22] Our paper, “EdggeTune:Inference-Aware Multi-Parameter Tuning" , is accepted at ACM Middlewareware22</a>
[12/21] Our paper, “Lightweight and Accurate DNN-based Anomaly Detection at Edge" , is accpted in IEEE Transactions on Parallel and Distribution Computing</a>
[12/21] Our paper, “EdgeTuner: Fast Scheduling Algorithm Tuning for Dynamic Edge-Cloud Workloads and Resources" , is accpted in IEEE INFOCOM22</a>
[11/21] Our paper, “Locality Sensitive Hash Aggregated Nonlinear Neighborhood MatrixFactorization for Online Sparse Big Data Analysis" , is accpted in ACM Transactions on Data Science</a>
[10/21] Lydia will serve TPC CCGRID22 .
[09/21] Our paper, CTAB-GAN: Effective Table Data Synthesizing , is accpted in ACML21
[09/21] Our paper, QActor: On-line Active Learning for Noisy Labeled Stream Data , is accpted in ACML21
[08/21] Our paper, LegoDNN: Block-grained Scaling of Deep Neural Networks for Mobile Vision , is accepted in MobiCom21
[08/21] Our paper, Federated Learning with Heterogeneity-Aware Probabilistic Synchronous Parallel on Edge , is accepted in IEEE Transactions on Service Computing
[08/21] Our paper, Disparity seeding , is accepted in CIKM21
[07/21] Lydia will serve TPC co-chair of BDCAT21 .
[08/21] Lydia will serve TPC Sigmetrics21 .
[07/21] The Generatrix team enters the semi-final of The European Social Innovation Competition !
[07/21] We graduate 13 bachelor students on broad topics of synthesizing comics, privacy preserving time-series synthesizing, and robust multi-label learning.
[07/21] Our paper on differential privacy for sparse tensor factorization is accepted in IEEE Transactions on Industrial Informatics
[05/21] Our PerCom'21 papre is invited for a special issuee of Pervasive and Mobile Computing Journal.
[05/21] Our paper, LABELNET: Recovering Noisy Labels, is accepted in IJCNN
[03/21] Our paper on differential private deep learning at edges is acceptedd in IEEE Transactions on Parallel and Distributed Computing
[02/21] Our paper, Enhancing Robustness of On-line Learning Models on Highly Noisy Data, is accepted in IEEE Transactions on Dependable and Secure Computing
[01/21] Our paper, Online Label Aggregation: A Variational Bayesian Approach, is accepted inWWW21
[01/21] Our two papers on Multiple Inference of Deep Models on Edge will appear in PerCom21
[12/20] We just received a NWO take-off grant for our project, "Tabular Data Synthesizer"
[12/20] Our paper on Practical Analysis of Replication-Based Systems will appear in INFOCOM2021