ESPACE: Dimensionality Reduction of Activations for Model CompressionNeural Information Processing Systems (NeurIPS), 2024 |
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive
Tensor OptimizationNeural Information Processing Systems (NeurIPS), 2024 |
Partial Tensorized Transformers for Natural Language ProcessingInternational Conference on Agents and Artificial Intelligence (ICAART), 2023 |
Gradient-Free Structured Pruning with Unlabeled DataInternational Conference on Machine Learning (ICML), 2023 |
Quantum-inspired tensor network for Earth scienceIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023 |