Meihua Dang

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 14

Top Topics

Probabilistic Modeling

Language Generation

Top Venues

Int. J. Approx. Reason.

Publications

Honghua Zhang, Meihua Dang, Nanyun Peng, Guy Van den Broeck
Tractable Control for Autoregressive Language Generation. CoRR (2023)
Honghua Zhang, Meihua Dang, Nanyun Peng, Guy Van den Broeck
Tractable Control for Autoregressive Language Generation. ICML (2023)
Bram Wallace, Meihua Dang, Rafael Rafailov, Linqi Zhou, Aaron Lou, Senthil Purushwalkam, Stefano Ermon, Caiming Xiong, Shafiq Joty, Nikhil Naik
Diffusion Model Alignment Using Direct Preference Optimization. CoRR (2023)
Baiting Zhu, Meihua Dang, Aditya Grover
Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL. ICLR (2023)
Baiting Zhu, Meihua Dang, Aditya Grover
Scaling Pareto-Efficient Decision Making Via Offline Multi-Objective RL. CoRR (2023)
Meihua Dang, Anji Liu, Xinzhu Wei, Sriram Sankararaman, Guy Van den Broeck
Tractable and Expressive Generative Models of Genetic Variation Data. RECOMB (2022)
Meihua Dang, Antonio Vergari, Guy Van den Broeck
Strudel: A fast and accurate learner of structured-decomposable probabilistic circuits. Int. J. Approx. Reason. 140 (2022)
Meihua Dang, Anji Liu, Guy Van den Broeck
Sparse Probabilistic Circuits via Pruning and Growing. CoRR (2022)
Meihua Dang, Anji Liu, Guy Van den Broeck
Sparse Probabilistic Circuits via Pruning and Growing. NeurIPS (2022)
YooJung Choi, Meihua Dang, Guy Van den Broeck
Group Fairness by Probabilistic Modeling with Latent Fair Decisions. AAAI (2021)
Meihua Dang, Pasha Khosravi, Yitao Liang, Antonio Vergari, Guy Van den Broeck
Juice: A Julia Package for Logic and Probabilistic Circuits. AAAI (2021)
Meihua Dang, Antonio Vergari, Guy Van den Broeck
Strudel: Learning Structured-Decomposable Probabilistic Circuits. CoRR (2020)
YooJung Choi, Meihua Dang, Guy Van den Broeck
Group Fairness by Probabilistic Modeling with Latent Fair Decisions. CoRR (2020)
Meihua Dang, Antonio Vergari, Guy Van den Broeck
Strudel: Learning Structured-Decomposable Probabilistic Circuits. PGM (2020)