Kalnis, Panos

8 publications

ICML 2023 SLAMB: Accelerated Large Batch Training with Sparse Communication Hang Xu, Wenxuan Zhang, Jiawei Fei, Yuzhe Wu, Tingwen Xie, Jun Huang, Yuchen Xie, Mohamed Elhoseiny, Panos Kalnis

IJCAI 2022 Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects Ke Li, Lisi Chen, Shuo Shang, Haiyan Wang, Yang Liu, Panos Kalnis, Bin Yao

NeurIPS 2021 DeepReduce: A Sparse-Tensor Communication Framework for Federated Deep Learning Hang Xu, Kelly Kostopoulou, Aritra Dutta, Xin Li, Alexandros Ntoulas, Panos Kalnis

IJCAI 2021 Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data Lisi Chen, Shuo Shang, Shanshan Feng, Panos Kalnis

NeurIPS 2021 Rethinking Gradient Sparsification as Total Error Minimization Atal Sahu, Aritra Dutta, Ahmed M. Abdelmoniem, Trambak Banerjee, Marco Canini, Panos Kalnis

IJCAI 2021 Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams Ke Li, Lisi Chen, Shuo Shang, Panos Kalnis, Bin Yao

AAAI 2020 On the Discrepancy Between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning Aritra Dutta, El Houcine Bergou, Ahmed M. Abdelmoniem, Chen-Yu Ho, Atal Narayan Sahu, Marco Canini, Panos Kalnis

AAAI 1999 Hierarchical Constraint Satisfaction in Spatial Databases Dimitris Papadias, Panos Kalnis, Nikos Mamoulis