Fast Prompt Alignment for Text-to-Image Generation.
CoRR, 2024
SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training.
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Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
LEMON: Lossless model expansion.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Discrete Cosin TransFormer: Image Modeling From Frequency Domain.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
CAT: Causal Audio Transformer for Audio Classification.
Proceedings of the IEEE International Conference on Acoustics, 2023
Communication-Efficient $k$k-Means for Edge-Based Machine Learning.
IEEE Trans. Parallel Distributed Syst., 2022
Joint Coreset Construction and Quantization for Distributed Machine Learning.
CoRR, 2022
Robust Coreset Construction for Distributed Machine Learning.
IEEE J. Sel. Areas Commun., 2020
Sharing Models or Coresets: A Study based on Membership Inference Attack.
CoRR, 2020
Joint Coreset Construction and Quantization for Distributed Machine Learning.
Proceedings of the 2020 IFIP Networking Conference, 2020
Communication-efficient k-Means for Edge-based Machine Learning.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
Deep linear discriminant analysis hashing for image retrieval.
Multim. Tools Appl., 2019
Robust Coreset Construction for Distributed Machine Learning.
CoRR, 2019
Proceedings of the Handbook of Finite State Based Models and Applications., 2012
Are Statecharts Finite Automata?
Proceedings of the Implementation and Application of Automata, 2009