Title
Fast Distributed Inference Serving for Large Language Models Bingyang Wu Yinmin Zhong Zili Zhang Gang Huang Xuanzhe Liu Xin Jin 88 102 0 10 May 2023
Latent Dynamics Networks (LDNets): learning the intrinsic dynamics of spatio-temporal processes Francesco Regazzoni S. Pagani M. Salvador Luca Dede' A. Quarteroni AI4CE 55 7 0 28 Apr 2023
Zero-shot Transfer Learning of Driving Policy via Socially Adversarial Traffic Flow Dongkun Zhang Jintao Xue Yuxiang Cui Yunkai Wang Eryun Liu Wei Jing Junbo Chen R. Xiong Yue Wang 87 0 0 25 Apr 2023
Cooperative Coevolution for Non-Separable Large-Scale Black-Box Optimization: Convergence Analyses and Distributed Accelerations Qiqi Duan Chang Shao Guochen Zhou Hao Yang Qi Zhao Yuhui Shi 49 4 0 11 Apr 2023
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 105 43 0 07 Apr 2023
$Neural networks trained on synthetically generated crystals can extract structural information from ICSD powder X-ray diffractograms$ Neural networks trained on synthetically generated crystals can extract structural information from ICSD powder X-ray diffractograms Henrik Schopmans Patrick Reiser Pascal Friederich 16 2 0 21 Mar 2023
Emotional Reaction Intensity Estimation Based on Multimodal Data Shangfei Wang Jiaqiang Wu Feiyi Zheng Xin Li Xuewei Li Su-ge Wang Yi Wu Yanan Chang Xiangyu Miao 77 3 0 16 Mar 2023
SVDE: Scalable Value-Decomposition Exploration for Cooperative Multi-Agent Reinforcement Learning Shuhan Qi Shuhao Zhang Qiang-qiang Wang Jia-jia Zhang Jing Xiao Xinyu Wang 91 0 0 16 Mar 2023
Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources Logan T. Ward J. G. Pauloski Valérie Hayot-Sasson Ryan Chard Y. Babuji Ganesh Sivaraman Sutanay Choudhury Kyle Chard R. Thakur Ian Foster 67 9 0 15 Mar 2023
Graph Neural Network contextual embedding for Deep Learning on Tabular Data Mario Villaizán-Vallelado Matteo Salvatori B. Carro Antonio J. Sánchez-Esguevillas AI4CE LMTD 55 16 0 11 Mar 2023
Learned Parameter Selection for Robotic Information Gathering Chris Denniston G. Salhotra Akseli Kangaslahti D. Caron Gaurav Sukhatme 68 3 0 09 Mar 2023
MCTS-GEB: Monte Carlo Tree Search is a Good E-graph Builder Guoliang He Zak Singh Eiko Yoneki 100 5 0 08 Mar 2023
Learning the Finer Things: Bayesian Structure Learning at the Instantiation Level Chase Yakaboski E. Santos 52 2 0 08 Mar 2023
CoRL: Environment Creation and Management Focused on System Integration J. D. Merrick Benjamin K. Heiner Cameron Long Brian Stieber Steve Fierro Vardaan Gangal Madison Blake Joshua Blackburn AI4CE 69 2 0 03 Mar 2023
EdgeServe: A Streaming System for Decentralized Model Serving Ted Shaowang Sanjay Krishnan 32 1 0 02 Mar 2023
A Unified Momentum-based Paradigm of Decentralized SGD for Non-Convex Models and Heterogeneous Data Haizhou Du Chengdong Ni 33 1 0 01 Mar 2023
Policy Dispersion in Non-Markovian Environment B. Qu Xiaofeng Cao Jielong Yang Hechang Chen Chang Yi Ivor W.Tsang Yew-Soon Ong 56 0 0 28 Feb 2023
AutoML for neuromorphic computing and application-driven co-design: asynchronous, massively parallel optimization of spiking architectures A. Yanguas-Gil Sandeep Madireddy 46 3 0 26 Feb 2023
FLINT: A Platform for Federated Learning Integration Ewen N. Wang Ajaykumar Kannan Yuefeng Liang Boyi Chen Mosharaf Chowdhury 102 24 0 24 Feb 2023
EvoTorch: Scalable Evolutionary Computation in Python N. E. Toklu Timothy James Atkinson Vojtvech Micka Paweł Liskowski R. Srivastava 85 14 0 24 Feb 2023
Faabric: Fine-Grained Distribution of Scientific Workloads in the Cloud Simon Shillaker Carlos Segarra Eleftheria Mappoura Mayeul Fournial Lluís Vilanova Peter R. Pietzuch 110 6 0 22 Feb 2023
pykanto: a python library to accelerate research on wild bird song Nilo Merino Recalde 49 8 0 20 Feb 2023
SWIFT: Expedited Failure Recovery for Large-scale DNN Training Keon Jang Hassan M. G. Wassel Behnam Montazeri Michael Ryan David Wetherall 56 8 0 13 Feb 2023
Mithridates: Auditing and Boosting Backdoor Resistance of Machine Learning Pipelines Eugene Bagdasaryan Vitaly Shmatikov AAML 92 2 0 09 Feb 2023
Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning Ángel Alexander Cabrera Erica Fu Donald Bertucci Kenneth Holstein Ameet Talwalkar Jason I. Hong Adam Perer 100 49 0 09 Feb 2023
RayNet: A Simulation Platform for Developing Reinforcement Learning-Driven Network Protocols Luca Giacomoni Basil Benny G. Parisis 68 3 0 09 Feb 2023
Landscape of High-performance Python to Develop Data Science and Machine Learning Applications Oscar Castro P. Bruneau Jean-Sébastien Sottet D. Torregrossa 54 10 0 07 Feb 2023
Distributed Swarm Intelligence Karthik Reddy Kanjula Sai Meghana Kolla 18 0 0 30 Jan 2023
EvoX: A Distributed GPU-accelerated Framework for Scalable Evolutionary Computation Beichen Huang Ran Cheng Zhuozhao Li Yaochu Jin Kay Chen Tan 182 28 0 29 Jan 2023
ARiADNE: A Reinforcement learning approach using Attention-based Deep Networks for Exploration Yuhong Cao Tianxiang Hou Yizhuo Wang Xian Yi Guillaume Sartoretti 83 30 0 27 Jan 2023
Salesforce CausalAI Library: A Fast and Scalable Framework for Causal Analysis of Time Series and Tabular Data Devansh Arpit M. Fernández Itai Feigenbaum Weiran Yao Chenghao Liu ... Haiquan Wang Stephen Hoi Caiming Xiong Kun Zhang Juan Carlos Niebles CML 46 1 0 25 Jan 2023
Improvement of Computational Performance of Evolutionary AutoML in a Heterogeneous Environment Nikolay O. Nikitin Sergey Teryoshkin Valerii Pokrovskii Sergey Pakulin D. Nasonov 96 1 0 12 Jan 2023
High-Performance Deterministic Concurrency using Lingua Franca Christian Menard Marten Lohstroh Soroush Bateni Matthew Chorlian Arthur Deng ... Felix Suchert Tassilo Tanneberger Hokeun Kim J. Castrillón Edward A. Lee 13 19 0 06 Jan 2023
Privacy and Efficiency of Communications in Federated Split Learning Zongshun Zhang Andrea Pinto Valeria Turina Flavio Esposito I. Matta FedML 93 35 0 04 Jan 2023
Online learning techniques for prediction of temporal tabular datasets with regime changes Thomas Wong Mauricio Barahona OOD AI4TS 77 1 0 30 Dec 2022
Towards dynamic stability analysis of sustainable power grids using graph neural networks Christian Nauck M. Lindner Konstantin Schurholt Frank Hellmann 46 3 0 21 Dec 2022
Anticipatory Fictitious Play Alex Cloud Albert Wang W. Kerr 39 1 0 20 Dec 2022
Kernel-as-a-Service: A Serverless Interface to GPUs Nathan Pemberton Anton Zabreyko Zhoujie Ding R. Katz Joseph E. Gonzalez 61 9 0 15 Dec 2022
Optimal Planning of Hybrid Energy Storage Systems using Curtailed Renewable Energy through Deep Reinforcement Learning Dongju Kang Doeun Kang Sumin Hwangbo Haider Niaz Won Bo Lee J. J. Liu Jonggeol Na 34 32 0 12 Dec 2022
PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization Qiqi Duan Guochen Zhou Chang Shao Zhuowei Wang Mingyang Feng Yuwei Huang Yajing Tan Yijun Yang Qi Zhao Yuhui Shi 120 6 0 12 Dec 2022
Curiosity creates Diversity in Policy Search Paul-Antoine Le Tolguenec Emmanuel Rachelson Yann Besse Dennis G. Wilson 65 2 0 07 Dec 2022
Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning Ramij-Raja Hossain Tianzhixi Yin Yan Du Renke Huang Jie Tan Wenhao Yu Yuan Liu Qiuhua Huang 59 0 0 06 Dec 2022
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction Samiul Alam Luyang Liu Ming Yan Mi Zhang 182 155 0 03 Dec 2022
Distributed Deep Reinforcement Learning: A Survey and A Multi-Player Multi-Agent Learning Toolbox Qiyue Yin Tongtong Yu S. Shen Jun Yang Meijing Zhao Kaiqi Huang Bin Liang Liangsheng Wang OffRL 74 13 0 01 Dec 2022
Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu Framework Wonjin Yoon Richard Jackson Elliot Ford V. Poroshin Jaewoo Kang 54 4 0 01 Dec 2022
Using uncertainty-aware machine learning models to study aerosol-cloud interactions Maelys Solal Andrew Jesson Y. Gal A. Douglas 43 0 0 30 Nov 2022
SciAI4Industry -- Solving PDEs for industry-scale problems with deep learning Philipp A. Witte Russell J. Hewett K. Saurabh A. Sojoodi Ranveer Chandra AI4CE 65 2 0 23 Nov 2022
Colocating Real-time Storage and Processing: An Analysis of Pull-based versus Push-based Streaming Ovidiu-Cristian Marcu Pascal Bouvry AI4TS 13 0 0 10 Nov 2022
FedLesScan: Mitigating Stragglers in Serverless Federated Learning M. Elzohairy Mohak Chadha Anshul Jindal Andreas Grafberger Jiatao Gu Michael Gerndt Osama Abboud FedML 86 7 0 10 Nov 2022
Aggregation in the Mirror Space (AIMS): Fast, Accurate Distributed Machine Learning in Military Settings Ryan Yang Haizhou Du Andre Wibisono Patrick Baker 43 1 0 28 Oct 2022