Jiapeng Zhang
13 papers · 2017–2026 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (28) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π Keyword Champion (2)
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(64)
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Renaissance Researcher
(8)
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Century Club Β· Bronze
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Research topics
Machine Learning
(10)
Core Methods
(6)
Computer Science
(3)
Data Science & Analytics
(3)
Deep Learning
(3)
Foundations
(3)
Learning Types
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Mathematics & Optimization
(2)
Analysis
(2)
Applications
(2)
Architectures
(2)
Core AI
(2)
Keywords
stochastic block model
(3)
single-cell rna-seq
(2)
graph clustering
(2)
dimensionality reduction
(2)
clustering algorithm
(2)
principal component analysis
(1)
point cloud
(1)
spectral clustering
(1)
autonomous driving
(1)
multimodal learning
(1)
adversarial learning
(1)
depth estimation
(1)
3d vision
(1)
community detection
(1)
multi-view learning
(1)
parameter estimation
(1)
graph embedding
(1)
singular value decomposition
(1)
matrix completion
(1)
outlier detection
(1)
Papers
FedAlign: Differentially Private Distribution Alignment for Non-IID Federated Learning
CVPR 2026
Gardener: An Agentic AI System for Single-Cell RNA Sequence Analysis
ACL 2026
LiNeXt: Revisiting LiDAR Completion with Efficient Non-Diffusion Architectures
AAAI 2026
Self-Indexing KVCache: Predicting Sparse Attention from Compressed Keys
AAAI 2026
Balanced Ranking with Relative Centrality: A multi-core periphery perspective
ICLR 2025
Multi-Pass Memory Lower Bounds for Learning Problems
COLT 2025
SDFormer: Vision-based 3D Semantic Scene Completion via SAM-assisted Dual-channel Voxel Transformer
ICCV 2025
TOTF: Missing-Aware Encoders for Clustering on Multi-View Incomplete Attributed Graphs
IJCAI 2025
Capturing the denoising effect of PCA via compression ratio
NeurIPS 2024
On the Power of SVD in the Stochastic Block Model
NeurIPS 2023
Recovering Unbalanced Communities in the Stochastic Block Model with Application to Clustering with a Faulty Oracle
NeurIPS 2023
Towards a Query-Optimal and Time-Efficient Algorithm for Clustering with a Faulty Oracle
COLT 2021
Noisy Population Recovery from Unknown Noise
COLT 2017