Tianjiao Ding
13 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (22) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🧬 Topic Evolution
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Keyword Collector
(63)
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Unstoppable · Bronze
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Century Club · Bronze
Venues
Top co-authors
Research topics
Keywords
representation learning
(3)
maximal coding rate reduction
(2)
subspace clustering
(2)
sparse coding
(2)
3d reconstruction
(1)
non-convex optimization
(1)
dimensionality reduction
(1)
image editing
(1)
variational inference
(1)
principal component analysis
(1)
spectral clustering
(1)
scene understanding
(1)
video segmentation
(1)
unsupervised clustering
(1)
self-supervised learning
(1)
geometric analysis
(1)
3d vision
(1)
model fitting
(1)
manifold learning
(1)
image classification
(1)
Papers
Hierarchical Concept Embedding & Pursuit for Interpretable Image Classification
CVPR 2026
Concept Lancet: Image Editing with Compositional Representation Transplant
CVPR 2025
Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction
ICLR 2025
Voyaging into Perpetual Dynamic Scenes from a Single View
ICCV 2025
Geometric Analysis of Nonlinear Manifold Clustering
NeurIPS 2024
Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models
ICLR 2024
PaCE: Parsimonious Concept Engineering for Large Language Models
NeurIPS 2024
Unsupervised Manifold Linearizing and Clustering
ICCV 2023
Efficient Maximal Coding Rate Reduction by Variational Forms
CVPR 2022
Understanding Doubly Stochastic Clustering
ICML 2022
Robust Homography Estimation via Dual Principal Component Pursuit
CVPR 2020
Noisy Dual Principal Component Pursuit
ICML 2019
Learning to Parse Wireframes in Images of Man-Made Environments
CVPR 2018