Cheng-Zhi Anna Huang

According to our database, Cheng-Zhi Anna Huang authored at least 36 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Live Music Diffusion Models: Efficient Fine-Tuning and Post-Training of Interactive Diffusion Music Generators.

Zachary Novack, Stephen Brade, Haven Kim, Hugo Flores García, Nithya Nadig Shikarpur, Chinmay Talegaonkar, Suwan Kim, Valerie K. Chen, Julian J. McAuley, Taylor Berg-Kirkpatrick, Cheng-Zhi Anna Huang

CoRR, May, 2026

Latent Fourier Transform.

Mason Wang, Cheng-Zhi Anna Huang

CoRR, April, 2026

Stemphonic: All-at-once Flexible Multi-stem Music Generation.

Shih-Lun Wu, Ge Zhu, Juan Pablo Cáceres, Cheng-Zhi Anna Huang, Nicholas J. Bryan

CoRR, February, 2026

Agents in Concert: A Case-Study of Bringing AI to the Stage in Practice.

Stephen Brade, Teng Ma, Lancelot Blanchard, Kimaya Lecamwasam, Carlos Mariano Salcedo, Suwan Kim, Perry Naseck, Andrew Li, Matthew R. Michalek, Sebastian Franjou, Cheng-Zhi Anna Huang

Proceedings of the 31st International Conference on Intelligent User Interfaces, 2026

A Design Space for Live Music Agents.

Yewon Kim, Stephen Brade, Alexander Wang, David Zhou, Haven Kim, Bill Wang, Sung-Ju Lee, Hugo F. Flores Garcia, Cheng-Zhi Anna Huang, Chris Donahue

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

2025

Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction.

Yusong Wu, Stephen Brade, Teng Ma, Tia-Jane Fowler, Enning Yang, Berker Banar, Aaron C. Courville, Natasha Jaques, Cheng-Zhi Anna Huang

CoRR, November, 2025

MIDI-LLM: Adapting Large Language Models for Text-to-MIDI Music Generation.

Shih-Lun Wu, Yoon Kim, Cheng-Zhi Anna Huang

CoRR, November, 2025

Streaming Generation for Music Accompaniment.

Yusong Wu, Mason Wang, Heidi Lei, Stephen Brade, Lancelot Blanchard, Shih-Lun Wu, Aaron C. Courville, Cheng-Zhi Anna Huang

CoRR, October, 2025

Live Music Models.

Antoine Caillon, Brian McWilliams, Cassie Tarakajian, Ian Simon, Ilaria Manco, Jesse H. Engel, Noah Constant, Yunpeng Li, Timo I. Denk, Alberto Lalama, Andrea Agostinelli, Cheng-Zhi Anna Huang, Ethan Manilow, George Brower, Hakan Erdogan, Heidi Lei, Itai Rolnick, Ivan Grishchenko, Manu Orsini, Matej Kastelic, Mauricio Zuluaga, Mauro Verzetti, Michael Dooley, Ondrej Skopek, Rafael Ferrer, Zalán Borsos, Aäron van den Oord, Douglas Eck, Eli Collins, Jason Baldridge, Tom Hume, Chris Donahue, Kehang Han, Adam Roberts

CoRR, August, 2025

SED-Augmented Adobe Audition Sound Effects dataset (ASFX-SED).

Yusong Wu, Christos Tsirigotis, Ke Chen, Cheng-Zhi Anna Huang, Aaron C. Courville, Oriol Nieto, Prem Seetharaman, Justin Salamon

Dataset, July, 2025

The jam_bot, a Real-Time System for Collaborative Free Improvisation with Music Language Models.

Lancelot Blanchard, Perry Naseck, Stephen Brade, Kimaya Lecamwasam, Jordan Rudess, Cheng-Zhi Anna Huang, Joseph A. Paradiso

Proceedings of the 26th International Society for Music Information Retrieval Conference, 2025

FLAM: Frame-Wise Language-Audio Modeling.

Yusong Wu, Christos Tsirigotis, Ke Chen, Cheng-Zhi Anna Huang, Aaron C. Courville, Oriol Nieto, Prem Seetharaman, Justin Salamon

Proceedings of the Forty-second International Conference on Machine Learning, 2025

ReaLJam: Real-Time Human-AI Music Jamming with Reinforcement Learning-Tuned Transformers.

Alexander Scarlatos, Yusong Wu, Ian Simon, Adam Roberts, Tim Cooijmans, Natasha Jaques, Cassie Tarakajian, Cheng-Zhi Anna Huang

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025

2024

Exploratory Study Of Human-AI Interaction For Hindustani Music.

Nithya Nadig Shikarpur, Cheng-Zhi Anna Huang

CoRR, 2024

Hierarchical Generative Modeling of Melodic Vocal Contours in Hindustani Classical Music.

Nithya Nadig Shikarpur, Krishna Maneesha Dendukuri, Yusong Wu, Antoine Caillon, Cheng-Zhi Anna Huang

Proceedings of the 25th International Society for Music Information Retrieval Conference, 2024

Adaptive Accompaniment with ReaLchords.

Yusong Wu, Tim Cooijmans, Kyle Kastner, Adam Roberts, Ian Simon, Alexander Scarlatos, Chris Donahue, Cassie Tarakajian, Shayegan Omidshafiei, Aaron C. Courville, Pablo Samuel Castro, Natasha Jaques, Cheng-Zhi Anna Huang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Redefining Relationships in Music.

Christian Detweiler, Beth Coleman, Fernando Diaz, Lieke Dom, Chris Donahue, Jesse H. Engel, Cheng-Zhi Anna Huang, Larry James, Ethan Manilow, Amanda McCroskery, Kyle Pedersen, Pamela Peter-Agbia, Negar Rostamzadeh, Robert Thomas, Marco Zamarato, Ben Zevenbergen

CoRR, 2022

Compositional Steering of Music Transformers 66-80.

Halley Young, Vincent Dumoulin, Pablo S. Castro, Jesse H. Engel, Cheng-Zhi Anna Huang

Proceedings of the Joint Proceedings of the IUI 2022 Workshops: APEx-UI, 2022

Expressive Communication: Evaluating Developments in Generative Models and Steering Interfaces for Music Creation.

Ryan Louie, Jesse H. Engel, Cheng-Zhi Anna Huang

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling.

Yusong Wu, Ethan Manilow, Yi Deng, Rigel Swavely, Kyle Kastner, Tim Cooijmans, Aaron C. Courville, Cheng-Zhi Anna Huang, Jesse H. Engel

Proceedings of the Tenth International Conference on Learning Representations, 2022

Improving Source Separation by Explicitly Modeling Dependencies between Sources.

Ethan Manilow, Curtis Hawthorne, Cheng-Zhi Anna Huang, Bryan Pardo, Jesse H. Engel

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Expressive Communication: A Common Framework for Evaluating Developments in Generative Models and Steering Interfaces.

Ryan Louie, Jesse H. Engel, Cheng-Zhi Anna Huang

CoRR, 2021

2020

AI Song Contest: Human-AI Co-Creation in Songwriting.

Cheng-Zhi Anna Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu, Carrie J. Cai

CoRR, 2020

Cococo: AI-Steering Tools for Music Novices Co-Creating with Generative Models.

Ryan Louie, Any Cohen, Cheng-Zhi Anna Huang, Michael Terry, Carrie J. Cai

Proceedings of the Joint Proceedings of the Workshops on Human-AI Co-Creation with Generative Models and User-Aware Conversational Agents co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020), 2020

Human-AI Co-Creation in Songwriting.

Cheng-Zhi Anna Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu, Carrie J. Cai

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

2019

The Bach Doodle: Approachable music composition with machine learning at scale.

Cheng-Zhi Anna Huang, Curtis Hawthorne, Adam Roberts, Monica Dinculescu, James Wexler, Leon Hong, Jacob Howcroft

CoRR, 2019

Approachable Music Composition with Machine Learning at Scale.

Cheng-Zhi Anna Huang, Curtis Hawthorne, Adam Roberts, Monica Dinculescu, James Wexler, Leon Hong, Jacob Howcroft

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Music Transformer: Generating Music with Long-Term Structure.

Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Ian Simon, Curtis Hawthorne, Noam Shazeer, Andrew M. Dai, Matthew D. Hoffman, Monica Dinculescu, Douglas Eck

Proceedings of the 7th International Conference on Learning Representations, 2019

Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset.

Curtis Hawthorne, Andriy Stasyuk, Adam Roberts, Ian Simon, Cheng-Zhi Anna Huang, Sander Dieleman, Erich Elsen, Jesse H. Engel, Douglas Eck

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

An Improved Relative Self-Attention Mechanism for Transformer with Application to Music Generation.

Cheng-Zhi Anna Huang, Ashish Vaswani, Jakob Uszkoreit, Noam Shazeer, Curtis Hawthorne, Andrew M. Dai, Matthew D. Hoffman, Douglas Eck

CoRR, 2018

Towards Mixed-initiative generation of multi-channel sequential structure.

Cheng-Zhi Anna Huang, Sherol Chen, Mark J. Nelson, Douglas Eck

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Counterpoint by Convolution.

Cheng-Zhi Anna Huang, Tim Cooijmans, Adam Roberts, Aaron C. Courville, Douglas Eck

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

2016

ChordRipple: Recommending Chords to Help Novice Composers Go Beyond the Ordinary.

Cheng-Zhi Anna Huang, David Duvenaud, Krzysztof Z. Gajos

Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016

ChordRipple: Adaptively Recommending and Propagating Chord Changes for Songwriters.

Cheng-Zhi Anna Huang

Proceedings of the Companion Publication of the 21st International Conference on Intelligent User Interfaces, 2016

2014

Active learning of intuitive control knobs for synthesizers using gaussian processes.

Cheng-Zhi Anna Huang, David Duvenaud, Kenneth C. Arnold, Brenton Partridge, Josiah W. Oberholtzer, Krzysztof Z. Gajos

Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

2010

Mathematics and Computation in Music 2009: John Clough Memorial Conference.

Jonathan Bragg, Cheng-Zhi Anna Huang

Comput. Music. J., 2010