A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Page Not Found
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Tianqi Chen — Diffusion models, generative AI
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">Statistics PhD candidate at UT Austin working on diffusion models, generative AI, and trustworthy ML.
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Archive Layout with Content
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Posts by Category
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Posts by Collection
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CV — Tianqi Chen
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Markdown
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Page Archive
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Portfolio
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Projects
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Publications
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Sitemap
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Posts by Tags
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Talk map
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Talks and presentations
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Teaching
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Terms and Privacy Policy
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Blog posts
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Jupyter notebook markdown generator
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Posts
Future Blog Post
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Blog Post number 4
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
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Blog Post number 3
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
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Blog Post number 2
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
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Blog Post number 1
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
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portfolio
Portfolio item number 1
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">Short description of portfolio item number 1
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Portfolio item number 2
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">Short description of portfolio item number 2
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publications
Immuno-mimetic Deep Neural Networks (Immuno-Net)
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">In this paper we introduce a different type of biomimetic model, one that borrows concepts from the immune system, for designing robust deep neural networks.
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RAILS: A Robust Adversarial Immune-Inspired Learning System
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">We develop a novel adversarial defense framework inspired by the adaptive immune system: the Robust Adversarial Immune-inspired Learning System (RAILS)
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ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">In this work, we first introduce an information-theoretic surrogate loss for DkNN-based classification, based upon which we then propose an attack algorithm and a defense algorithm achieve SOTA adversarial results on ...</p>
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Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">We propose a binomial/Poisson-based hierarchical variational autoencoding framework that are well suited for modeling non-standard non-negative distributions that exhibit sparsity, skewedness, heavy-tailedness and/or ...</p>
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Beta Diffusion
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">A diffusion model defined directly on the simplex via Beta distributions, well-suited for bounded, normalized, or compositional data such as images and probability vectors.
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A Dense Reward View on Aligning Text-to-Image Diffusion with Preference
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">A dense-reward perspective on aligning text-to-image diffusion with human preference, turning the entire denoising trajectory — not just the final sample — into the optimization signal.
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Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">A swift, data-free machine unlearning algorithm that rapidly removes target classes or concepts from diffusion models while preserving the original generative capability of others — with up to 1000× sampling speedup, ...</p>
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talks
Talk 1 on Relevant Topic in Your Field
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Tutorial 1 on Relevant Topic in Your Field
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Talk 2 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
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teaching
Teaching experience 1
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Teaching experience 2
<p style="margin: 10px 0 0; color: var(--fg-muted); font-size: 0.95rem;">This is a description of a teaching experience. You can use markdown like any other post.
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