Title
Localization with Reconfigurable Intelligent Surface: An Active Sensing Approach Zhongze Zhang Tao Jiang Weiyong Yu 59 10 0 14 Dec 2023
Deep Learning-Based Cyber-Attack Detection Model for Smart Grids Mojtaba Mohammadi Arshia Aflaki Abdollah Kavousifard Mohsen Gitizadeh 18 0 0 14 Dec 2023
ProNeRF: Learning Efficient Projection-Aware Ray Sampling for Fine-Grained Implicit Neural Radiance Fields J. P. Bello Minh-Quan Viet Bui Munchurl Kim 82 0 0 13 Dec 2023
Rethinking materials simulations: Blending direct numerical simulations with neural operators Vivek Oommen K. Shukla Saaketh Desai Rémi Dingreville George Karniadakis AI4CE 93 22 0 08 Dec 2023
Tenplex: Dynamic Parallelism for Deep Learning using Parallelizable Tensor Collections Marcel Wagenlander Guo Li Bo Zhao Kai Zou Peter R. Pietzuch 98 7 0 08 Dec 2023
Graph for Science: From API based Programming to Graph Engine based Programming for HPC Yu Zhang Zixiao Wang Jin Zhao Yuluo Guo Hui Yu Zhiying Huang Xuanhua Shi Xiaofei Liao 26 0 0 08 Dec 2023
Efficient Parallel Reinforcement Learning Framework using the Reactor Model Jacky Kwok Marten Lohstroh Edward A. Lee 64 0 0 07 Dec 2023
Moirai: Towards Optimal Placement for Distributed Inference on Heterogeneous Devices Beibei Zhang Hongwei Zhu Feng Gao Zhihui Yang Xiaoyang Sean Wang 110 1 0 07 Dec 2023
NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams Chaoyi Chen Dechao Gao Yanfeng Zhang Qiange Wang Zhenbo Fu Xuecang Zhang Junhua Zhu Yu Gu Ge Yu GNN 89 6 0 05 Dec 2023
RINAS: Training with Dataset Shuffling Can Be General and Fast Tianle Zhong Jiechen Zhao Xindi Guo Qiang Su Geoffrey C. Fox 76 4 0 04 Dec 2023
Federated Learning is Better with Non-Homomorphic Encryption Konstantin Burlachenko Abdulmajeed Alrowithi Fahad Ali Albalawi Peter Richtárik FedML 91 6 0 04 Dec 2023
AGD: an Auto-switchable Optimizer using Stepwise Gradient Difference for Preconditioning Matrix Yun Yue Zhiling Ye Jiadi Jiang Yongchao Liu Ke Zhang ODL 122 1 0 04 Dec 2023
Using Large Language Models to Accelerate Communication for Users with Severe Motor Impairments Shanqing Cai Subhashini Venugopalan Katie Seaver Xiang Xiao Katrin Tomanek ... Daniel E Vance Blair Casey Steve M. Gleason Philip Q. Nelson Michael P. Brenner 63 7 0 03 Dec 2023
Optimizing Context-Enhanced Relational Joins Viktor Sanca Manos Chatzakis Anastasia Ailamaki 103 2 0 03 Dec 2023
SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer Renan A. Rojas-Gomez Karan Singhal Ali Etemad Alex Bijamov Warren Morningstar Philip Mansfield 77 1 0 02 Dec 2023
BCN: Batch Channel Normalization for Image Classification Afifa Khaled Chao Li Jia Ning Kun He 42 7 0 01 Dec 2023
Automatic Functional Differentiation in JAX Min Lin 29 4 0 30 Nov 2023
Combined Scheduling, Memory Allocation and Tensor Replacement for Minimizing Off-Chip Data Accesses of DNN Accelerators Yi Li Aarti Gupta Sharad Malik 29 1 0 30 Nov 2023
Packrat: Automatic Reconfiguration for Latency Minimization in CPU-based DNN Serving Ankit Bhardwaj Amar Phanishayee Deepak Narayanan Mihail Tarta Ryan Stutsman 23 2 0 30 Nov 2023
Bias Resilient Multi-Step Off-Policy Goal-Conditioned Reinforcement Learning Lisheng Wu Ke Chen 64 0 0 29 Nov 2023
GNNFlow: A Distributed Framework for Continuous Temporal GNN Learning on Dynamic Graphs Yuchen Zhong Guangming Sheng Tianzuo Qin Minjie Wang Quan Gan Chuan Wu AI4CE GNN 92 8 0 29 Nov 2023
Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems Carter Lyons R. Raj Margaret Cheney BDL 66 3 0 28 Nov 2023
LasTGL: An Industrial Framework for Large-Scale Temporal Graph Learning Jintang Li Jiawang Dan Ruofan Wu Jing Zhou Sheng Tian ... Changhua Meng Weiqiang Wang Yuchang Zhu Liang Chen Zibin Zheng AI4CE 85 0 0 28 Nov 2023
BatchNorm-based Weakly Supervised Video Anomaly Detection Yixuan Zhou Yi Qu Xing Xu Fumin Shen Jingkuan Song Hengtao Shen 87 20 0 26 Nov 2023
Support Vector Machine Implementation on MPI-CUDA and Tensorflow Framework Islam Elgarhy 18 0 0 25 Nov 2023
HongTu: Scalable Full-Graph GNN Training on Multiple GPUs (via communication-optimized CPU data offloading) Qiange Wang Yao Chen Weng-Fai Wong Bingsheng He GNN 58 11 0 25 Nov 2023
Weak Alignment Supervision from Hybrid Model Improves End-to-end ASR Jintao Jiang Yingbo Gao Zoltán Tüske 106 1 0 24 Nov 2023
DP-NMT: Scalable Differentially-Private Machine Translation Timour Igamberdiev Doan Nam Long Vu Felix Künnecke Zhuo Yu Jannik Holmer Ivan Habernal 91 7 0 24 Nov 2023
Prototype of deployment of Federated Learning with IoT devices Pablo García Santaclara Ana Fernández-Vilas R. Redondo 58 11 0 24 Nov 2023
When Side-Channel Attacks Break the Black-Box Property of Embedded Artificial Intelligence Benoît Coqueret Mathieu Carbone Olivier Sentieys Gabriel Zaid 89 2 0 23 Nov 2023
Investigating the use of publicly available natural videos to learn Dynamic MR image reconstruction O. Jaubert Michele Pascale Javier Montalt-Tordera Julius Akesson Ruta Virsinskaite Dan Knight Simon Arridge J. Steeden V. Muthurangu 111 1 0 23 Nov 2023
Locally Optimal Descent for Dynamic Stepsize Scheduling Gilad Yehudai Alon Cohen Amit Daniely Yoel Drori Tomer Koren Mariano Schain 93 0 0 23 Nov 2023
DMLR: Data-centric Machine Learning Research -- Past, Present and Future Luis Oala M. Maskey Lilith Bat-Leah Alicia Parrish Nezihe Merve Gürel ... Lora Aroyo Ce Zhang Joaquin Vanschoren Isabelle Guyon Peter Mattson AI4CE 83 13 0 21 Nov 2023
Perspectives on Privacy in the Post-Roe Era: A Mixed-Methods of Machine Learning and Qualitative Analyses of Tweets Yawen Guo Rachael Zehrung Katie Genuario Xuan Lu Qiaozhu Mei Yunan Chen Kai Zheng 26 2 0 20 Nov 2023
Tensor-Aware Energy Accounting Timur Babakol Yu David Liu 43 4 0 19 Nov 2023
Accurate and Fast Fischer-Tropsch Reaction Microkinetics using PINNs Harshil Patel Aniruddha Panda T. Nikolaienko Stanislav Jaso Alejandro Lopez Kaushic Kalyanaraman 65 2 0 17 Nov 2023
CDMPP: A Device-Model Agnostic Framework for Latency Prediction of Tensor Programs Hanpeng Hu Junwei Su Juntao Zhao Size Zheng Yibo Zhu Yanghua Peng Chuan Wu 83 2 0 16 Nov 2023
Regenerating Arbitrary Video Sequences with Distillation Path-Finding T. Le Sheng-Yi Yao Chun-Te Wu Tong-Yee Lee 87 1 0 13 Nov 2023
A differentiable brain simulator bridging brain simulation and brain-inspired computing Chaoming Wang Tianqiu Zhang Sichao He Hongyaoxing Gu Shangyang Li Si Wu 114 4 0 09 Nov 2023
Near-Linear Scaling Data Parallel Training with Overlapping-Aware Gradient Compression Lin Meng Yuzhong Sun Weimin Li 77 1 0 08 Nov 2023
Blurry Video Compression: A Trade-off between Visual Enhancement and Data Compression Dawit Mureja Argaw Junsik Kim In So Kweon 45 1 0 08 Nov 2023
Practical Performance Guarantees for Pipelined DNN Inference Aaron Archer Matthew Fahrbach Kuikui Liu Prakash Prabhu 63 0 0 07 Nov 2023
Machine learning's own Industrial Revolution Yuan Luo Song Han Jingjing Liu AI4CE 96 0 0 04 Nov 2023
TinyFormer: Efficient Transformer Design and Deployment on Tiny Devices Jianlei Yang Jiacheng Liao Fanding Lei Meichen Liu Junyi Chen Lingkun Long Han Wan Bei Yu Weisheng Zhao MoE 137 2 0 03 Nov 2023
SmoothHess: ReLU Network Feature Interactions via Stein's Lemma Max Torop A. Masoomi Davin Hill Kivanc Kose Stratis Ioannidis Jennifer Dy 128 5 0 01 Nov 2023
Domain decomposition-based coupling of physics-informed neural networks via the Schwarz alternating method Will Snyder Irina Tezaur Christopher Wentland 67 4 0 01 Nov 2023
Relax: Composable Abstractions for End-to-End Dynamic Machine Learning Ruihang Lai Junru Shao Siyuan Feng Steven Lyubomirsky Bohan Hou ... Sunghyun Park Prakalp Srivastava Jared Roesch T. Mowry Tianqi Chen 111 11 0 01 Nov 2023
View Classification and Object Detection in Cardiac Ultrasound to Localize Valves via Deep Learning Derya Gol Gungor B. Rao C. Wolverton I. Guracar 25 3 0 31 Oct 2023
StairNet: Visual Recognition of Stairs for Human-Robot Locomotion Andrew Garrett Kurbis Dmytro Kuzmenko Bogdan Ivanyuk-Skulskiy Alex Mihailidis Brokoslaw Laschowski 25 0 0 31 Oct 2023
ROAM: memory-efficient large DNN training via optimized operator ordering and memory layout Huiyao Shu Ang Wang Ziji Shi Hanyu Zhao Yong Li Lu Lu OffRL 65 2 0 30 Oct 2023