Aonan Zhang
11 papers · 2014–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (24) 🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze
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Mega-Team · Squad
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The Questioner
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Century Club · Bronze
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Research topics
Machine Learning
(8)
Artificial Intelligence
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Optimization & Theory · Machine Learning
(6)
Core Methods
(4)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Application Areas
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Architectures
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Learning Types · Deep Learning
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Optimization & Theory · Deep Learning
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Keywords
bayesian nonparametrics
(3)
variational inference
(3)
large language model
(2)
markov chain
(2)
hidden markov model
(2)
latent variable model
(2)
nonparametric bayesian
(1)
discriminative learning
(1)
stochastic optimization
(1)
image denoising
(1)
knowledge distillation
(1)
sequential monte carlo
(1)
markov random walk
(1)
hierarchical dirichlet process
(1)
benchmark evaluation
(1)
infinite hidden markov model
(1)
asymptotic variance
(1)
sparse coding
(1)
dirichlet process mixture
(1)
time series modeling
(1)
Papers
MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains
NAACL 2025
Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo
ICLR 2025
Divide-or-Conquer? Which Part Should You Distill Your LLM?
EMNLP 2024
"MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training"
ECCV 2024
Nonuniform Negative Sampling and Log Odds Correction with Rare Events Data
NeurIPS 2021
Random Function Priors for Correlation Modeling
ICML 2019
Deep Bayesian Nonparametric Tracking
ICML 2018
Markov Latent Feature Models
ICML 2016
Stochastic Variational Inference for the HDP-HMM
AISTATS 2016
Markov Mixed Membership Models
ICML 2015
Max-Margin Infinite Hidden Markov Models
ICML 2014