Tianjiao Ding
12 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (7) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (17)
π
Conference Polyglot
(5)
π
Academic Marathon
(7)
π§¬
Topic Evolution
π
Keyword Champion
π
Century Club
(12)
Conferences
CVPR (4)
ICCV (2)
ICLR (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
representation learning
(3)
subspace clustering
(2)
maximal coding rate reduction
(2)
manifold learning
(1)
video segmentation
(1)
spectral clustering
(1)
non-convex optimization
(1)
principal component analysis
(1)
sparse coding
(1)
scene understanding
(1)
image editing
(1)
unsupervised clustering
(1)
geometric analysis
(1)
3d vision
(1)
model fitting
(1)
variational inference
(1)
outlier detection
(1)
model alignment
(1)
nonlinear manifold
(1)
3d reconstruction
(1)
Papers
Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction
ICLR 2025
Voyaging into Perpetual Dynamic Scenes from a Single View
ICCV 2025
Concept Lancet: Image Editing with Compositional Representation Transplant
CVPR 2025
PaCE: Parsimonious Concept Engineering for Large Language Models
NIPS 2024
Geometric Analysis of Nonlinear Manifold Clustering
NIPS 2024
Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models
ICLR 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