Xuantong Liu

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

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)

Research topics

Deep Learning (3) Machine Learning (3) Core Methods (3) Artificial Intelligence (2) Computer Vision (2) Core AI (2) Generation (2) Models (2) Architectures (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

representation learning (2) image generation (1) tokenization (1) conditional generation (1) class imbalance (1) deep neural network (1) neural collapse (1) vision-language model (1) zero-shot generalization (1) score distillation sampling (1) stable diffusion (1) long-tailed distribution (1) diffusion probabilistic model (1) feature regularization (1) masked modeling (1) text-image alignment (1) sampling strategies (1) linear separable (1) binary latent code (1) fid (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