Shenghao Yang
11 papers · 2020–2026 · 7 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (5)
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(5)
🧬
Topic Evolution
🏆
Grand Slam
💎
Century Club
(10)
🔥
Unstoppable
(6)
Conferences
ICLR (3)
ICML (3)
AAAI (1)
ACL (1)
COLT (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
local graph clustering
(2)
dialogue system
(2)
seed set expansion
(2)
accelerated optimization
(1)
attention mechanism
(1)
preference alignment
(1)
conversational ai
(1)
primal-dual optimization
(1)
network analysis
(1)
l1 regularization
(1)
hypergraph clustering
(1)
network flow
(1)
stochastic block model
(1)
graph diffusion
(1)
proximal gradient method
(1)
node classification
(1)
graph attention network
(1)
node attribute
(1)
hierarchical generation
(1)
mixture of gaussian
(1)
Papers
CATCH: A Controllable Theme Detection Framework with Contextualized Clustering and Hierarchical Generation
AAAI 2026
Positional Attention: Expressivity and Learnability of Algorithmic Computation
ICML 2025
Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles
ACL 2025
Local Graph Clustering with Noisy Labels
ICLR 2024
Polynomial Width is Sufficient for Set Representation with High-dimensional Features
ICLR 2024
Weighted Flow Diffusion for Local Graph Clustering with Node Attributes: an Algorithm and Statistical Guarantees
ICML 2023
Equivariant Hypergraph Diffusion Neural Operators
ICLR 2023
Graph Attention Retrospective
JMLR 2023
Open Problem: Running time complexity of accelerated $\ell_1$-regularized PageRank
COLT 2022
Local Hyper-Flow Diffusion
NIPS 2021
p-Norm Flow Diffusion for Local Graph Clustering
ICML 2020