Honghua Zhang
11 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (12)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(7)
🤝
Dynamic Duo
(10)
❓
The Questioner
📈
Trend Setter
💎
Century Club
(11)
Conferences
ICML (3)
AISTATS (2)
UAI (2)
EMNLP (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Research topics
Keywords
determinantal point process
(2)
density estimation
(2)
tractable probabilistic model
(2)
hidden markov model
(2)
probabilistic circuit
(2)
autoregressive generation
(1)
language modeling
(1)
probability estimation
(1)
exact inference
(1)
tractable inference
(1)
marginal probability
(1)
model compilation
(1)
probabilistic model
(1)
graphical model
(1)
state space model
(1)
mixture model
(1)
autoregressive model
(1)
language model
(1)
likelihood computation
(1)
conditional sampling
(1)
Papers
Restructuring Tractable Probabilistic Circuits
AISTATS 2025
Scaling Probabilistic Circuits via Monarch Matrices
ICML 2025
Adaptable Logical Control for Large Language Models
NIPS 2024
Where is the signal in tokenization space?
EMNLP 2024
Polynomial Semantics of Tractable Probabilistic Circuits
UAI 2024
Tractable Control for Autoregressive Language Generation
ICML 2023
Mixtures of All Trees
AISTATS 2023
On the Paradox of Learning to Reason from Data
IJCAI 2023
Scaling Up Probabilistic Circuits by Latent Variable Distillation
ICLR 2023
Probabilistic Generating Circuits
ICML 2021
On the Relationship Between Probabilistic Circuits and Determinantal Point Processes
UAI 2020