Temporal Kernel Consistency for Blind Video Super-Resolution. - Lichuan Xiang; Royson Lee; Mohamed S. Abdelfattah; Nicholas D. Lane; Hongkai Wen 001 (ICCVW, 2021)

Zero-Cost Proxies Meet Differentiable Architecture Search. - Lichuan Xiang; Lukasz Dudziak; Mohamed S. Abdelfattah; Thomas Chau 001; Nicholas D. Lane; Hongkai Wen 001 (CoRR, 2021)

Zero-Cost Operation Scoring in Differentiable Architecture Search. - Lichuan Xiang; Lukasz Dudziak; Mohamed S. Abdelfattah; Thomas C. P. Chau; Nicholas D. Lane; Hongkai Wen 001 (AAAI, 2023)

Exploiting Network Compressibility and Topology in Zero-Cost NAS. - Lichuan Xiang; Rosco Hunter; Minghao Xu; Lukasz Dudziak; Hongkai Wen 001 (AutoML, 2023)

Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask? - Hoang Pham; The-Anh Ta; Shiwei Liu 003; Lichuan Xiang; Dung Le; Hongkai Wen 001; Long Tran-Thanh (NeurIPS, 2023)

Towards Neural Architecture Search through Hierarchical Generative Modeling. - Lichuan Xiang; Lukasz Dudziak; Mohamed S. Abdelfattah; Abhinav Mehrotra; Nicholas Donald Lane; Hongkai Wen 001 (ICML, 2024)

No More Adam: Learning Rate Scaling at Initialization is All You Need. - Minghao Xu; Lichuan Xiang; Xu Cai; Hongkai Wen 001 (CoRR, 2024)

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 001 (ICLR, 2025)

FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation. - Zheng Fang; Lichuan Xiang; Xu Cai; Kaicheng Zhou; Hongkai Wen 001 (CoRR, 2025)