LIONHEART: A Layer-Based Mapping Framework for Heterogeneous Systems with Analog in-Memory Computing Tiles
- Corey Lammie
- Yuxuan Wang
- et al.
- 2025
- IEEE TETC
Publications
1575 results for Machine Learning
Language Models Are Good Tabular Learners
- Zhenhan Huang
- Kavitha Srinivas
- et al.
- 2025
- TMLR
Sequential uncertainty quantification with contextual tensors for social targeting
- 2024
- KAIS
UNIFIEDGT: Towards a Universal Framework of Transformers in Large-Scale Graph Learning
- Lin Junhong
- Xiaojie Guo
- et al.
- 2024
- Big Data 2024
Vector Quantization with Sorting Transformation
- Hongzhi Wang
- Tanveer Syeda-Mahmood
- 2024
- Big Data 2024
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series
- Giangiacomo Mercatali
- Andre Freitas
- et al.
- 2024
- NeurIPS 2024
Hierarchical Federated Learning with Multi-Timescale Gradient Correction
- Wenzhi Fang
- Dong-jun Han
- et al.
- 2024
- NeurIPS 2024
Shuffling Gradient-Based Methods for Nonconvex-Concave Minimax Optimization
- Quoc Tran-Dinh
- Trang H. Tran
- et al.
- 2024
- NeurIPS 2024
A TWO-SCALE COMPLEXITY MEASURE FOR DEEP LEARNING MODELS
- Massimiliano Datres
- Gian Paolo Leonardi
- et al.
- 2024
- NeurIPS 2024
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
- Hao-lun Sun
- Lei Hsiung
- et al.
- 2024
- NeurIPS 2024