Xuantong Liu

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer

Conferences

ICML (2) AISTATS (1) ICLR (1)

Top co-authors

Yuan Yao (3) Tianyang Hu (3) Xianbiao Qi (2) Rong Xiao (2) Shaozhe Hao (2) Wenjia Wang (1) Kenji Kawaguchi (1) Lujia Pan (1) Bojia Zi (1) He CAO (1)

Keywords

representation learning (1) class imbalance (1) deep neural network (1) neural collapse (1) long-tailed distribution (1) feature regularization (1) linear separable (1)

Papers

BiGR: Harnessing Binary Latent Codes for Image Generation and Improved Visual Representation Capabilities ICLR 2025

Elucidating the design space of language models for image generation ICML 2025

Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion ICML 2024

Inducing Neural Collapse in Deep Long-tailed Learning AISTATS 2023