Lichuan Xiang

According to our database, Lichuan Xiang authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation.

Zheng Fang, Lichuan Xiang, Xu Cai, Kaicheng Zhou, Hongkai Wen

CoRR, February, 2025

DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle.

Lichuan Xiang, Quan Nguyen-Tri, Lan-Cuong Nguyen, Hoang Pham, Khoat Than, Long Tran-Thanh, Hongkai Wen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

No More Adam: Learning Rate Scaling at Initialization is All You Need.

Minghao Xu, Lichuan Xiang, Xu Cai, Hongkai Wen

CoRR, 2024

Towards Neural Architecture Search through Hierarchical Generative Modeling.

Lichuan Xiang, Lukasz Dudziak, Mohamed S. Abdelfattah, Abhinav Mehrotra, Nicholas Donald Lane, Hongkai Wen

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask?

Hoang Pham, The-Anh Ta, Shiwei Liu, Lichuan Xiang, Dung Le, Hongkai Wen, Long Tran-Thanh

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Exploiting Network Compressibility and Topology in Zero-Cost NAS.

Lichuan Xiang, Rosco Hunter, Minghao Xu, Lukasz Dudziak, Hongkai Wen

Proceedings of the International Conference on Automated Machine Learning, 2023

Zero-Cost Operation Scoring in Differentiable Architecture Search.

Lichuan Xiang, Lukasz Dudziak, Mohamed S. Abdelfattah, Thomas C. P. Chau, Nicholas D. Lane, Hongkai Wen

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Zero-Cost Proxies Meet Differentiable Architecture Search.

Lichuan Xiang, Lukasz Dudziak, Mohamed S. Abdelfattah, Thomas Chau, Nicholas D. Lane, Hongkai Wen

CoRR, 2021

Temporal Kernel Consistency for Blind Video Super-Resolution.

Lichuan Xiang, Royson Lee, Mohamed S. Abdelfattah, Nicholas D. Lane, Hongkai Wen

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021