Shenghao Yang
11 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Grand Slam
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(58)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(6)
Deep Learning
(5)
Mathematics & Optimization
(5)
Architectures
(4)
Mathematics
(4)
Optimization & Theory
(4)
Learning Types
(3)
Optimization
(3)
Artificial Intelligence
(2)
Computer Science
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Generation
(1)
Keywords
local graph clustering
(3)
seed set expansion
(2)
graph diffusion
(2)
node classification
(2)
dialogue system
(2)
conversational ai
(1)
preference alignment
(1)
spectral clustering
(1)
network analysis
(1)
transformer
(1)
message passing
(1)
l1 regularization
(1)
label noise
(1)
hypergraph clustering
(1)
attention mechanism
(1)
expressivity
(1)
higher-order relations
(1)
sample complexity
(1)
stochastic block model
(1)
set representation
(1)
Papers
CATCH: A Controllable Theme Detection Framework with Contextualized Clustering and Hierarchical Generation
AAAI 2026
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles
ACL 2025
Positional Attention: Expressivity and Learnability of Algorithmic Computation
ICML 2025
Local Graph Clustering with Noisy Labels
ICLR 2024
Polynomial Width is Sufficient for Set Representation with High-dimensional Features
ICLR 2024
Equivariant Hypergraph Diffusion Neural Operators
ICLR 2023
Graph Attention Retrospective
JMLR 2023
Weighted Flow Diffusion for Local Graph Clustering with Node Attributes: an Algorithm and Statistical Guarantees
ICML 2023
Open Problem: Running time complexity of accelerated β_1-regularized PageRank
COLT 2022
Local Hyper-Flow Diffusion
NeurIPS 2021
p-Norm Flow Diffusion for Local Graph Clustering
ICML 2020