Zhe Zeng
10 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(6)
📈
Trend Setter
🚀
Conference Pioneer
💎
Century Club
(10)
Conferences
NIPS (3)
ICLR (2)
ICML (2)
UAI (2)
CVPR (1)
Top co-authors
Keywords
message passing
(3)
probabilistic inference
(3)
weighted model integration
(3)
bayesian inference
(2)
exact inference
(2)
graphical model
(2)
variational inference
(2)
distributed inference
(1)
model averaging
(1)
support vector machine
(1)
kernel embedding
(1)
variational autoencoder
(1)
probabilistic circuit
(1)
bayesian neural network
(1)
factor graph
(1)
search algorithm
(1)
markov blanket
(1)
continuous graphical model
(1)
stein variational gradient descent
(1)
hybrid domain
(1)
Papers
Probabilistically Rewired Message-Passing Neural Networks
ICLR 2024
A Unified Approach to Count-Based Weakly Supervised Learning
NIPS 2023
Collapsed Inference for Bayesian Deep Learning
NIPS 2023
A Unified Knowledge Distillation Framework for Deep Directed Graphical Models
CVPR 2023
SIMPLE: A Gradient Estimator for k-Subset Sampling
ICLR 2023
Tractable computation of expected kernels
UAI 2021
Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing
ICML 2020
Probabilistic Inference with Algebraic Constraints: Theoretical Limits and Practical Approximations
NIPS 2020
Efficient Search-Based Weighted Model Integration
UAI 2019
Stein Variational Message Passing for Continuous Graphical Models
ICML 2018