Title
Improving Electrolyte Performance for Target Cathode Loading Using Interpretable Data-Driven Approach Vidushi Sharma Andy Tek Khanh Nguyen Max Giammona Murtaza Zohair Linda Sundberg Young-Hye La 26 3 0 03 Sep 2024
Securing Federated Learning in Robot Swarms using Blockchain Technology Alexandre Pacheco Sébastien De Vos Andreagiovanni Reina Marco Dorigo Volker Strobel 31 0 0 03 Sep 2024
Vortex: Efficient Sample-Free Dynamic Tensor Program Optimization via Hardware-aware Strategy Space Hierarchization Yangjie Zhou Honglin Zhu Qian Qiu Weihao Cui Zihan Liu ... Jintao Meng Haidong Lan Jingwen Leng Wenxi Zhu Minwen Deng 36 0 0 02 Sep 2024
Harnessing Artificial Intelligence for Wildlife Conservation Paul Fergus C. Chalmers Steve Longmore Serge Wich 23 5 0 30 Aug 2024
Coalitions of AI-based Methods Predict 15-Year Risks of Breast Cancer Metastasis Using Real-World Clinical Data with AUC up to 0.9 Xia Jiang Yijun Zhou Alan Wells A. Brufsky OOD AI4CE 28 0 0 29 Aug 2024
GNN: Graph Neural Network and Large Language Model for Data Discovery Thomas Hoang 20 0 0 24 Aug 2024
Parameterized Physics-informed Neural Networks for Parameterized PDEs Woojin Cho Minju Jo Haksoo Lim Kookjin Lee Dongeun Lee Sanghyun Hong Noseong Park PINN AI4CE 30 15 1 18 Aug 2024
Pessimistic Iterative Planning for Robust POMDPs Maris F. L. Galesloot Marnix Suilen T. D. Simão Steven Carr M. Spaan Ufuk Topcu Nils Jansen 36 2 0 16 Aug 2024
OptDist: Learning Optimal Distribution for Customer Lifetime Value Prediction Yunpeng Weng Xing Tang Zhenhao Xu Fuyuan Lyu Dugang Liu Zexu Sun Xiuqiang He 40 2 0 16 Aug 2024
MobileMEF: Fast and Efficient Method for Multi-Exposure Fusion L. N. Kirsten Zhicheng Fu Nikhil Ambha Madhusudhana 35 1 0 15 Aug 2024
Oja's plasticity rule overcomes several challenges of training neural networks under biological constraints Navid Shervani-Tabar Marzieh Alireza Mirhoseini Robert Rosenbaum AAML AI4CE 37 0 0 15 Aug 2024
Palantir: Towards Efficient Super Resolution for Ultra-high-definition Live Streaming Xinqi Jin Zhui Zhu Xikai Sun Fan Dang Jiangchuan Liu Jingao Xu Kebin Liu Xinlei Chen Yunhao Liu 29 0 0 12 Aug 2024
Extracting Urban Sound Information for Residential Areas in Smart Cities Using an End-to-End IoT System Ee-Leng Tan Furi Andi Karnapi L. Ng Kenneth Ooi Woon-Seng Gan 23 18 0 11 Aug 2024
Forecasting Day-Ahead Electricity Prices in the Integrated Single Electricity Market: Addressing Volatility with Comparative Machine Learning Methods Ben Harkin Xueqin Liu 19 0 0 10 Aug 2024
LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale Jaehong Cho Minsu Kim Hyunmin Choi Guseul Heo Jongse Park 38 9 0 10 Aug 2024
HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection Juho Jung Chaewon Kang Jeewoo Yoon Seungbae Kim Jinyoung Han 28 5 0 07 Aug 2024
Improving the quality of Persian clinical text with a novel spelling correction system Seyed Mohammad Sadegh Dashti S. F. Dashti 27 0 0 07 Aug 2024
Inference Optimizations for Large Language Models: Effects, Challenges, and Practical Considerations Leo Donisch Sigurd Schacht Carsten Lanquillon 22 2 0 06 Aug 2024
Interpretation of the Intent Detection Problem as Dynamics in a Low-dimensional Space Eduardo Sánchez-Karhunen Jose F. Quesada-Moreno Miguel A. Gutiérrez-Naranjo 16 0 0 05 Aug 2024
Neural Term Structure of Additive Process for Option Pricing Jimin Lin Guixin Liu 21 0 0 03 Aug 2024
High Performance Im2win and Direct Convolutions using Three Tensor Layouts on SIMD Architectures Xiang Fu Xinpeng Zhang Jixiang Ma Peng Zhao Shuai-bing Lu Xu T. Liu 3DV 25 0 0 01 Aug 2024
LiteEFG: An Efficient Python Library for Solving Extensive-form Games Mingyang Liu Gabriele Farina Asuman Ozdaglar 27 2 0 29 Jul 2024
Efficient Training of Large Language Models on Distributed Infrastructures: A Survey Jiangfei Duan Shuo Zhang Zerui Wang Lijuan Jiang Wenwen Qu ... Dahua Lin Yonggang Wen Xin Jin Tianwei Zhang Peng Sun 71 8 0 29 Jul 2024
Neural networks for bifurcation and linear stability analysis of steady states in partial differential equations M. L. Shahab Hadi Susanto 23 2 0 29 Jul 2024
NAVIX: Scaling MiniGrid Environments with JAX Eduardo Pignatelli Jarek Liesen R. T. Lange Chris Xiaoxuan Lu Pablo Samuel Castro Laura Toni 37 3 0 28 Jul 2024
Learning to Select the Best Forecasting Tasks for Clinical Outcome Prediction Yuan Xue Nan Du A. Mottram Martin G. Seneviratne Andrew M. Dai AI4TS 23 0 0 28 Jul 2024
Ordered Momentum for Asynchronous SGD Chang-Wei Shi Yi-Rui Yang Wu-Jun Li ODL 54 0 0 27 Jul 2024
Impact of Recurrent Neural Networks and Deep Learning Frameworks on Real-time Lightweight Time Series Anomaly Detection Ming-Chang Lee Jia-Chun Lin Sokratis K. Katsikas AI4TS 19 2 0 26 Jul 2024
StraightLine: An End-to-End Resource-Aware Scheduler for Machine Learning Application Requests Cheng-Wei Ching Boyuan Guan Hailu Xu Liting Hu VLM AI4TS HAI 40 0 0 25 Jul 2024
IVISIT: An Interactive Visual Simulation Tool for system simulation, visualization, optimization, and parameter management Andreas Knoblauch 16 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 38 0 0 15 Jul 2024
AutoGRAMS: Autonomous Graphical Agent Modeling Software Ben Krause Lucia Chen Emmanuel Kahembwe 35 1 0 14 Jul 2024
Enabling Elastic Model Serving with MultiWorld Myungjin Lee Akshay Jajoo Ramana Rao Kompella MoE 58 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 54 8 0 11 Jul 2024
System stabilization with policy optimization on unstable latent manifolds Steffen W. R. Werner Benjamin Peherstorfer 18 1 0 08 Jul 2024
Studying the Impact of TensorFlow and PyTorch Bindings on Machine Learning Software Quality Hao Li Gopi Krishnan Rajbahadur C. Bezemer 34 5 0 07 Jul 2024
Real Time Emotion Analysis Using Deep Learning for Education, Entertainment, and Beyond Abhilash Khuntia Shubham Kale 20 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 31 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 38 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 45 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 28 0 0 01 Jul 2024
Universal Quantum Tomography With Deep Neural Networks Nhan T. Luu Thang C. Truong 18 1 0 01 Jul 2024
KHNNs: hypercomplex neural networks computations via Keras using TensorFlow and PyTorch Agnieszka Niemczynowicz R. Kycia AI4CE 29 1 0 29 Jun 2024
Fully tensorial approach to hypercomplex neural networks Agnieszka Niemczynowicz R. Kycia 19 1 0 29 Jun 2024
Teola: Towards End-to-End Optimization of LLM-based Applications Xin Tan Yimin Jiang Yitao Yang Hong-Yu Xu 65 5 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 16 1 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 29 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 34 3 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 46 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 Ningyu Zhang Huajun Chen Yuchen Eleanor Jiang AI4CE LM&Ro LLMAG 42 24 0 26 Jun 2024