Title
MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs Ziheng Jiang Yanghua Peng Yinmin Zhong Qi Huang Yangrui Chen ... Zhe Li X. Jia Jia-jun Ye Xin Jin Xin Liu LRM 126 124 0 23 Feb 2024
Towards a Theoretical Understanding of Two-Stage Recommender Systems Amit Kumar Jaiswal 60 2 0 23 Feb 2024
Boosting gets full Attention for Relational Learning Mathieu Guillame-Bert Richard Nock LMTD 52 0 0 22 Feb 2024
Ensure Timeliness and Accuracy: A Novel Sliding Window Data Stream Paradigm for Live Streaming Recommendation Fengqi Liang Baigong Zheng Liqin Zhao Guorui Zhou Qian Wang Yanan Niu AI4TS 66 4 0 22 Feb 2024
AgentScope: A Flexible yet Robust Multi-Agent Platform Dawei Gao Zitao Li Xuchen Pan Weirui Kuang Zhijian Ma ... Chen Cheng Hongzhu Shi Yaliang Li Bolin Ding Jingren Zhou LLMAG 97 39 0 21 Feb 2024
Communication-Efficient Distributed Learning with Local Immediate Error Compensation Yifei Cheng Li Shen Linli Xu Xun Qian Shiwei Wu Yiming Zhou Tie Zhang Dacheng Tao Enhong Chen 70 0 0 19 Feb 2024
Machine Learning based Prediction of Ditching Loads Henning Schwarz Micha Überrück J. Zemke Thomas Rung MU AI4CE 47 1 0 16 Feb 2024
A novel integrated industrial approach with cobots in the age of industry 4.0 through conversational interaction and computer vision Andrea Pazienza Nicola Macchiarulo Felice Vitulano Antonio Fiorentini Marco Cammisa Leonardo Rigutini E. Iorio Achille Globo Antonio Trevisi 25 8 0 16 Feb 2024
DOF: Accelerating High-order Differential Operators with Forward Propagation Ruichen Li Chuwei Wang Haotian Ye Di He Liwei Wang AI4CE 77 4 0 15 Feb 2024
TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems Eugenio Ressa Alberto Marchisio Maurizio Martina Guido Masera Mohamed Bennai 142 0 0 15 Feb 2024
Exploring Federated Deep Learning for Standardising Naming Conventions in Radiotherapy Data Ali Haidar Daniel Al Mouiee F. Aly David Thwaites Lois Holloway 31 0 0 14 Feb 2024
Rethinking the Capacity of Graph Neural Networks for Branching Strategy Ziang Chen Jialin Liu Xiaohan Chen Xinshang Wang Wotao Yin 100 5 0 11 Feb 2024
YAMLE: Yet Another Machine Learning Environment Martin Ferianc Miguel R. D. Rodrigues VLM 51 3 0 09 Feb 2024
A Deep Reinforcement Learning Approach for Adaptive Traffic Routing in Next-gen Networks A. Abrol Purnima Murali Mohan Tram Truong-Huu 34 1 0 07 Feb 2024
AnthroScore: A Computational Linguistic Measure of Anthropomorphism Myra Cheng Kristina Gligorić Tiziano Piccardi Dan Jurafsky 77 18 0 03 Feb 2024
Scalable Higher-Order Tensor Product Spline Models David Rügamer 54 2 0 02 Feb 2024
opML: Optimistic Machine Learning on Blockchain KD Conway Cathie So Xiaohang Yu Kartin Wong 69 15 0 31 Jan 2024
Effective Multi-Stage Training Model For Edge Computing Devices In Intrusion Detection Thua Huynh Trong Thanh Nguyen Hoang 58 3 0 31 Jan 2024
Trainable Fixed-Point Quantization for Deep Learning Acceleration on FPGAs Dingyi Dai Yichi Zhang Jiahao Zhang Zhanqiu Hu Yaohui Cai Qi Sun Zhiru Zhang MQ 95 7 0 31 Jan 2024
Traffic estimation in unobserved network locations using data-driven macroscopic models Pablo Guarda Sean Qian 56 1 0 30 Jan 2024
Interactive Byzantine-Resilient Gradient Coding for General Data Assignments Shreyas Jain Luis Maßny Christoph Hofmeister Eitan Yaakobi Rawad Bitar 49 0 0 30 Jan 2024
Accelerated Cloud for Artificial Intelligence (ACAI) Dachi Chen Weitian Ding Chen Liang Chang Xu Junwei Zhang Majd Sakr 37 1 0 30 Jan 2024
SwapNet: Efficient Swapping for DNN Inference on Edge AI Devices Beyond the Memory Budget Kun Wang Jiani Cao Zimu Zhou Zhenjiang Li 62 7 0 30 Jan 2024
Engineering A Large Language Model From Scratch Abiodun Finbarrs Oketunji 46 0 0 30 Jan 2024
GarchingSim: An Autonomous Driving Simulator with Photorealistic Scenes and Minimalist Workflow Liguo Zhou Yinglei Song Yichao Gao Zhou Yu Michael Sodamin ... Hao Liu Yang Liu Haichuan Li Guang Chen Alois Knoll 80 4 0 28 Jan 2024
Value-Driven Mixed-Precision Quantization for Patch-Based Inference on Microcontrollers Wei Tao Shenglin He Kai Lu Xiaoyang Qu Guokuan Li Jiguang Wan Jianzong Wang Jing Xiao MQ 50 1 0 24 Jan 2024
Accelerating Material Property Prediction using Generically Complete Isometry Invariants Jonathan Balasingham Viktor Zamaraev V. Kurlin 82 5 0 22 Jan 2024
PartIR: Composing SPMD Partitioning Strategies for Machine Learning Sami Alabed Daniel Belov Bart Chrzaszcz Juliana Franco Dominik Grewe ... Michael Schaarschmidt Timur Sitdikov Agnieszka Swietlik Dimitrios Vytiniotis Joel Wee 94 3 0 20 Jan 2024
Projected Belief Networks With Discriminative Alignment for Acoustic Event Classification: Rivaling State of the Art CNNs P. Baggenstoss Kevin Wilkinghoff F. Govaers Frank Kurth 62 1 0 20 Jan 2024
Combining Cloud and Mobile Computing for Machine Learning Ruiqi Xu Tianchi Zhang 115 1 0 20 Jan 2024
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native Yao Lu Song Bian Lequn Chen Yongjun He Yulong Hui ... Huanchen Zhang Minjia Zhang Qizhen Zhang Tianyi Zhou Danyang Zhuo 93 7 0 17 Jan 2024
N-Adaptive Ritz Method: A Neural Network Enriched Partition of Unity for Boundary Value Problems Jonghyuk Baek Yanran Wang J. S. Chen 87 1 0 16 Jan 2024
BanglaNet: Bangla Handwritten Character Recognition using Ensembling of Convolutional Neural Network Chandrika Saha Md. Mostafijur Rahman 35 1 0 16 Jan 2024
End-to-end Learnable Clustering for Intent Learning in Recommendation Yue Liu Shihao Zhu Jun Xia Yingwei Ma Jian Ma Wenliang Zhong Xinwang Liu Guannan Zhang Kejun Zhang 112 11 0 11 Jan 2024
Benchmark Analysis of Various Pre-trained Deep Learning Models on ASSIRA Cats and Dogs Dataset Galib Muhammad Shahriar Himel Md. Masudul Islam 33 1 0 09 Jan 2024
G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems Youshao Xiao Shangchun Zhao Zhenglei Zhou Zhaoxin Huan Lin Ju Xiaolu Zhang Lin Wang Jun Zhou OffRL 103 8 0 09 Jan 2024
Sibyl: Forecasting Time-Evolving Query Workloads Hanxian Huang Tarique Siddiqui Rana Alotaibi Carlo Curino Jyoti Leeka Alekh Jindal Jishen Zhao Jesús Camacho-Rodríguez Yuanyuan Tian AI4TS 29 4 0 08 Jan 2024
An Exploratory Study on Automatic Identification of Assumptions in the Development of Deep Learning Frameworks Chen Yang Peng Liang Zinan Ma 40 0 0 08 Jan 2024
On the numerical reliability of nonsmooth autodiff: a MaxPool case study Ryan Boustany 88 1 0 05 Jan 2024
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xintao Hu Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 164 79 0 04 Jan 2024
DREAM: Debugging and Repairing AutoML Pipelines Xiaoyu Zhang Juan Zhai Shiqing Ma Chao Shen 86 1 0 31 Dec 2023
Unicron: Economizing Self-Healing LLM Training at Scale Tao He Xue Li Zhibin Wang Kun Qian Jingbo Xu Wenyuan Yu Jingren Zhou 57 16 0 30 Dec 2023
Xorbits: Automating Operator Tiling for Distributed Data Science Weizheng Lu Kaisheng He Xuye Qin Chengjie Li Zhong Wang Tao Yuan Xia Liao Feng Zhang Yueguo Chen Xiaoyong Du 21 1 0 29 Dec 2023
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library Wenzhang Liu Wenzhe Cai Kun Jiang Guangran Cheng Yuanda Wang Changyin Sun Jingyu Cao Lele Xu Chaoxu Mu Changyin Sun 55 6 0 25 Dec 2023
Physics-informed neural network for modeling dynamic linear elasticity Vijay Kag Venkatesh Gopinath PINN 66 1 0 23 Dec 2023
Understanding the Potential of FPGA-Based Spatial Acceleration for Large Language Model Inference Hongzheng Chen Jiahao Zhang Yixiao Du Shaojie Xiang Zichao Yue Niansong Zhang Yaohui Cai Zhiru Zhang 117 40 0 23 Dec 2023
A Mathematical Guide to Operator Learning Nicolas Boullé Alex Townsend 99 47 0 22 Dec 2023
Interactive Visualization of Time-Varying Flow Fields Using Particle Tracing Neural Networks Mengjiao Han Jixian Li Sudhanshu Sane Shubham Gupta Bei Wang Steve Petruzza C. R. Johnson AI4CE 94 3 0 20 Dec 2023
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks Anzhe Cheng Zhenkun Wang Chenzhong Yin Mingxi Cheng Heng Ping Xiongye Xiao Shahin Nazarian Paul Bogdan 55 2 0 20 Dec 2023
Bridging Logic and Learning: A Neural-Symbolic Approach for Enhanced Reasoning in Neural Models (ASPER) Fadi Al Machot 91 2 0 18 Dec 2023