Haizi Yu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 18

Top Topics

Prior Knowledge

Hierarchical Clustering

Inference Process

Top Venues

SIAM J. Appl. Algebra Geom.

Publications

Haizi Yu, Lav R. Varshney
Semantic Compression with Information Lattice Learning. ISIT (Workshops) (2024)
Haizi Yu, Lav R. Varshney
Semantic Compression with Information Lattice Learning. CoRR (2024)
Haizi Yu, Igor Mineyev, Lav R. Varshney
A Group-Theoretic Approach to Computational Abstraction: Symmetry-Driven Hierarchical Clustering. J. Mach. Learn. Res. 24 (2023)
Haizi Yu, James A. Evans, Lav R. Varshney
Information Lattice Learning. J. Artif. Intell. Res. 77 (2023)
Xiou Ge, Richard T. Goodwin, Haizi Yu, Pablo Romero, Omar Abdelrahman, Amruta Sudhalkar, Julius Kusuma, Ryan Cialdella, Nishant Garg, Lav R. Varshney
Accelerated Design and Deployment of Low-Carbon Concrete for Data Centers. CoRR (2022)
Haizi Yu, Igor Mineyev, Lav R. Varshney, James A. Evans
Learning from One and Only One Shot. CoRR (2022)
Xiou Ge, Richard T. Goodwin, Haizi Yu, Pablo Romero, Omar Abdelrahman, Amruta Sudhalkar, Julius Kusuma, Ryan Cialdella, Nishant Garg, Lav R. Varshney
Accelerated Design and Deployment of Low-Carbon Concrete for Data Centers. COMPASS (2022)
Haizi Yu, James A. Evans, Donna Gallo, Adam Kruse, William M. Patterson, Lav R. Varshney
AI-Aided Co-Creation for Wellbeing. ICCC (2021)
Haizi Yu, Igor Mineyev, Lav R. Varshney
. SIAM J. Appl. Algebra Geom. 5 (3) (2021)
Haizi Yu, Heinrich Taube, James A. Evans, Lav R. Varshney
Human Evaluation of Interpretability: The Case of AI-Generated Music Knowledge. CoRR (2020)
Haizi Yu, Igor Mineyev, Lav R. Varshney
. CoRR (2019)
Haizi Yu, Igor Mineyev, Lav R. Varshney
A Group-Theoretic Approach to Abstraction: Hierarchical, Interpretable, and Task-Free Clustering. CoRR (2018)
Haizi Yu, Tianxi Li, Lav R. Varshney
Probabilistic Rule Realization and Selection. NIPS (2017)
Haizi Yu, Lav R. Varshney
Towards Deep Interpretability (MUS-ROVER II): Learning Hierarchical Representations of Tonal Music. ICLR (Poster) (2017)
Haizi Yu, Tianxi Li, Lav R. Varshney
Probabilistic Rule Realization and Selection. CoRR (2017)
Ravi Kiran Raman, Haizi Yu, Lav R. Varshney
Illum information. ITA (2017)
Haizi Yu, Lav R. Varshney, Guy E. Garnett, Ranjitha Kumar
Learning Interpretable Musical Compositional Rules and Traces. CoRR (2016)
Haizi Yu, Biplab Deka, Jerry O. Talton, Ranjitha Kumar
Accounting for Taste: Ranking Curators and Content in Social Networks. CHI (2016)
Biplab Deka, Haizi Yu, Devin Ho, Zifeng Huang, Jerry O. Talton, Ranjitha Kumar
Ranking Designs and Users in Online Social Networks. CHI Extended Abstracts (2015)