Title
IVISIT: An Interactive Visual Simulation Tool for system simulation, visualization, optimization, and parameter management Andreas Knoblauch 23 0 0 22 Jul 2024
Differentiable Neural-Integrated Meshfree Method for Forward and Inverse Modeling of Finite Strain Hyperelasticity Honghui Du Binyao Guo QiZhi He AI4CE 69 1 0 15 Jul 2024
AutoGRAMS: Autonomous Graphical Agent Modeling Software Ben Krause Lucia Chen Emmanuel Kahembwe 65 1 0 14 Jul 2024
Enabling Elastic Model Serving with MultiWorld Myungjin Lee Akshay Jajoo Ramana Rao Kompella MoE 97 0 0 12 Jul 2024
DART: A Solution for Decentralized Federated Learning Model Robustness Analysis Chao Feng Alberto Huertas Celdrán Jan von der Assen Enrique Tomás Martínez Beltrán Gérome Bovet Burkhard Stiller OOD AAML 91 8 0 11 Jul 2024
System stabilization with policy optimization on unstable latent manifolds Steffen W. R. Werner Benjamin Peherstorfer 67 2 0 08 Jul 2024
Studying the Impact of TensorFlow and PyTorch Bindings on Machine Learning Software Quality Hao Li Gopi Krishnan Rajbahadur Cor-Paul Bezemer 82 6 0 07 Jul 2024
Real Time Emotion Analysis Using Deep Learning for Education, Entertainment, and Beyond Abhilash Khuntia Shubham Kale 37 1 0 05 Jul 2024
Attention Incorporated Network for Sharing Low-rank, Image and K-space Information during MR Image Reconstruction to Achieve Single Breath-hold Cardiac Cine Imaging Siying Xu Kerstin Hammernik Andreas Lingg Jens Kuebler Patrick Krumm Daniel Rueckert S. Gatidis T. Kuestner 121 1 0 03 Jul 2024
Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design Gen Li Zhihao Shu Jie Ji Minghai Qin Fatemeh Afghah Wei Niu Xiaolong Ma SupR 116 0 0 03 Jul 2024
Efficient DNN-Powered Software with Fair Sparse Models Xuanqi Gao Weipeng Jiang Juan Zhai Shiqing Ma Xiaoyu Zhang Chao Shen 101 0 0 03 Jul 2024
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers Valentin Barriere Sebastian Cifuentes 59 0 0 01 Jul 2024
Universal Quantum Tomography With Deep Neural Networks Nhan T. Luu Thang C. Truong 110 1 0 01 Jul 2024
KHNNs: hypercomplex neural networks computations via Keras using TensorFlow and PyTorch Agnieszka Niemczynowicz Radosław Antoni Kycia AI4CE 82 1 0 29 Jun 2024
Fully tensorial approach to hypercomplex neural networks Agnieszka Niemczynowicz Radosław Antoni Kycia 80 1 0 29 Jun 2024
Teola: Towards End-to-End Optimization of LLM-based Applications Xin Tan Yimin Jiang Yitao Yang Hong-Yu Xu 162 7 0 29 Jun 2024
Explore as a Storm, Exploit as a Raindrop: On the Benefit of Fine-Tuning Kernel Schedulers with Coordinate Descent Michael Canesche Gaurav Verma Fernando Magno Quintao Pereira 64 2 0 28 Jun 2024
CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System Ge Fan Chaoyun Zhang Kai Wang Yingjie Li Junyang Chen Zenglin Xu 84 1 0 28 Jun 2024
A Survey on Failure Analysis and Fault Injection in AI Systems Guangba Yu Gou Tan Haojia Huang Zhenyu Zhang Pengfei Chen Roberto Natella Zibin Zheng 99 6 0 28 Jun 2024
Improving Hyperparameter Optimization with Checkpointed Model Weights Nikhil Mehta Jonathan Lorraine Steve Masson Ramanathan Arunachalam Zaid Pervaiz Bhat James Lucas Arun George Zachariah 113 4 0 26 Jun 2024
Symbolic Learning Enables Self-Evolving Agents Wangchunshu Zhou Yixin Ou Shengwei Ding Long Li Jialong Wu ... Shuai Wang Xiaohua Xu Xin Xu Huajun Chen Yuchen Eleanor Jiang AI4CE LM&Ro LLMAG 110 38 0 26 Jun 2024
Composing Distributed Computations Through Task and Kernel Fusion Rohan Yadav S. Sundram Wonchan Lee Michael Garland Michael Bauer Alex Aiken Fredrik Kjolstad 64 2 0 26 Jun 2024
Torchtree: flexible phylogenetic model development and inference using PyTorch Mathieu Fourment Matthew Macaulay Christiaan J. Swanepoel Xiang Ji M. Suchard Frederick A Matsen IV BDL 109 0 0 26 Jun 2024
GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline Parallelism Byungsoo Jeon Mengdi Wu Shiyi Cao Sunghyun Kim Sunghyun Park ... Xupeng Miao Mohammad Alizadeh G. R. Ganger Tianqi Chen Zhihao Jia GNN AI4CE 93 6 0 24 Jun 2024
A Tale of Two Paths: Toward a Hybrid Data Plane for Efficient Far-Memory Applications Lei Chen Shi Liu Chenxi Wang Haoran Ma Yifan Qiao ... Youyou Lu Xiaobing Feng Huimin Cui Shan Lu Harry Xu 45 3 0 23 Jun 2024
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers Krzysztof Choromanski Arijit Sehanobish Somnath Basu Roy Chowdhury Han Lin Avinava Dubey Tamás Sarlós Snigdha Chaturvedi AI4CE 93 0 0 22 Jun 2024
Younger: The First Dataset for Artificial Intelligence-Generated Neural Network Architecture Zhengxin Yang Wanling Gao Luzhou Peng Yunyou Huang Fei Tang Jianfeng Zhan 76 1 0 20 Jun 2024
Optimal Kernel Orchestration for Tensor Programs with Korch Muyan Hu Ashwin Venkatram Shreyashri Biswas Balamurugan Marimuthu Bohan Hou Gabriele Oliaro Haojie Wang Liyan Zheng Xupeng Miao Jidong Zhai 396 6 0 13 Jun 2024
Optimizing Large Model Training through Overlapped Activation Recomputation Ping Chen Wenjie Zhang Shuibing He Yingjie Gu Zhuwei Peng ... Yi Zheng Zhefeng Wang Yanlong Yin Gang Chen Gang Chen 129 6 0 13 Jun 2024
On Security Weaknesses and Vulnerabilities in Deep Learning Systems Zhongzheng Lai Huaming Chen Ruoxi Sun Yu Zhang Minhui Xue Dong Yuan AAML 75 3 0 12 Jun 2024
TextGrad: Automatic "Differentiation" via Text Mert Yuksekgonul Federico Bianchi Joseph Boen Sheng Liu Zhi Huang Carlos Guestrin James Zou LLMAG OOD AI4CE 106 48 0 11 Jun 2024
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs Ziang Chen Xiaohan Chen Jialin Liu Xinshang Wang Wotao Yin 105 5 0 09 Jun 2024
Exploring Real World Map Change Generalization of Prior-Informed HD Map Prediction Models Samuel M. Bateman Ning Xu H. C. Zhao Yael Ben Shalom Vince Gong Greg Long Will Maddern 72 4 0 04 Jun 2024
Physics-Informed Neural Networks for Dynamic Process Operations with Limited Physical Knowledge and Data M. Velioglu Song Zhai Sophia Rupprecht Alexander Mitsos Andreas Jupke Manuel Dahmen PINN AI4CE 88 7 0 03 Jun 2024
Asynchronous Byzantine Federated Learning Bart Cox Abele Malan Lydia Y. Chen Jérémie Decouchant 89 1 0 03 Jun 2024
Communication-Efficient Distributed Deep Learning via Federated Dynamic Averaging Michail Theologitis Georgios Frangias Georgios Anestis V. Samoladas Antonios Deligiannakis FedML 103 0 0 31 May 2024
Investigating and unmasking feature-level vulnerabilities of CNNs to adversarial perturbations Davide Coppola Hwee Kuan Lee AAML 87 1 0 31 May 2024
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable Chaofan Lin Zhenhua Han Chengruidong Zhang Yuqing Yang Fan Yang Chen Chen Lili Qiu 135 46 0 30 May 2024
Full-Stack Allreduce on Multi-Rail Networks Enda Yu Dezun Dong Xiangke Liao GNN 72 0 0 28 May 2024
A Retrospective of the Tutorial on Opportunities and Challenges of Online Deep Learning Cedric Kulbach Lucas Cazzonelli Hoang-Anh Ngo Minh-Huong Le Nguyen Albert Bifet 79 2 0 27 May 2024
Scorch: A Library for Sparse Deep Learning Bobby Yan Alexander J. Root Trevor Gale David Broman Fredrik Kjolstad 78 6 0 27 May 2024
Graph neural networks with configuration cross-attention for tensor compilers Dmitrii Khizbullin Eduardo Rocha de Andrade Thanh Hau Nguyen Matheus Pedroza Ferreira David R. Pugh GNN 62 0 0 26 May 2024
GPU Implementations for Midsize Integer Addition and Multiplication C. Oancea Stephen M. Watt 26 0 0 23 May 2024
Unleashing the Power of Unlabeled Data: A Self-supervised Learning Framework for Cyber Attack Detection in Smart Grids Hanyu Zeng Pengfei Zhou Xin Lou Zhen Wei Ng D. K. Yau Marianne Winslett 35 0 0 22 May 2024
Continuous Sign Language Recognition with Adapted Conformer via Unsupervised Pretraining Neena Aloysius M. Geetha Prema Nedungadi SLR 67 3 0 20 May 2024
Reinforcement learning Florentin Wörgötter 100 2,526 0 16 May 2024
CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays Sonit Singh 60 1 0 13 May 2024
BoQ: A Place is Worth a Bag of Learnable Queries A. Ali-bey B. Chaib-draa Philippe Giguère 109 25 0 12 May 2024
Challenging Machine Learning Algorithms in Predicting Vulnerable JavaScript Functions Rudolf Ferenc Péter Hegedüs Péter Gyimesi Gábor Antal Dénes Bán T. Gyimóthy 55 28 0 12 May 2024
Scalable Learning of Segment-Level Traffic Congestion Functions Shushman Choudhury Abdul Rahman Kreidieh Iveel Tsogsuren Neha Arora Carolina Osorio Alexandre M. Bayen 68 0 0 09 May 2024