Xiang, Lichuan

8 publications

ICLR 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

ICML 2025 FlexControl: Computation-Aware Conditional Control with Differentiable Router for Text-to-Image Generation Zheng Fang, Lichuan Xiang, Xu Cai, Kaicheng Zhou, Hongkai Wen

NeurIPS 2025 Shortcutting Pre-Trained Flow Matching Diffusion Models Is Almost Free Lunch Xu Cai, Yang Wu, Qianli Chen, Haoran Wu, Lichuan Xiang, Hongkai Wen

ICML 2024 Towards Neural Architecture Search Through Hierarchical Generative Modeling Lichuan Xiang, Łukasz Dudziak, Mohamed S Abdelfattah, Abhinav Mehrotra, Nicholas Donald Lane, Hongkai Wen

AutoML 2023 Exploiting Network Compressibility and Topology in Zero-Cost NAS Lichuan Xiang, Rosco Hunter, Minghao Xu, Łukasz Dudziak, Hongkai Wen

NeurIPS 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

AAAI 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

ICCVW 2021 Temporal Kernel Consistency for Blind Video Super-Resolution Lichuan Xiang, Royson Lee, Mohamed S. Abdelfattah, Nicholas D. Lane, Hongkai Wen