Zachary Novack
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
6
Active years
2023–2026
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | SIGIR | CSyMR: Benchmarking Compositional Music Information Retrieval in Symbolic Music Reasoning. | Boyang Wang, Yash Vishe, Xin Xu, Zachary Novack, Xunyi Jiang, Julian J. McAuley, Junda Wu |
| 2025 | EMNLP | WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning. | Gagan Mundada, Yash Vishe, Amit Namburi, Xin Xu, Zachary Novack, Julian J. McAuley, Junda Wu |
| 2025 | ICASSP | PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing. | Phillip Long, Zachary Novack, Taylor Berg-Kirkpatrick, Julian J. McAuley |
| 2025 | ICASSP | CoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation. | Junda Wu, Warren Li, Zachary Novack, Amit Namburi, Carol Chen, Julian J. McAuley |
| 2025 | ICASSP | FUTGA-MIR: Enhancing Fine-grained and Temporally-aware Music Understanding with Music Information Retrieval. | Junda Wu, Zachary Novack, Amit Namburi, Hao-Wen Dong, Carol Chen, Jiaheng Dai, Julian J. McAuley |
| 2025 | ICLR | Presto! Distilling Steps and Layers for Accelerating Music Generation. | Zachary Novack, Ge Zhu, Jonah Casebeer, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan |
| 2025 | IJCAI | Synthesizing Composite Hierarchical Structure from Symbolic Music Corpora. | Ilana Shapiro, Ruanqianqian (Lisa) Huang, Zachary Novack, Cheng-i Wang, Hao-Wen Dong, Taylor Berg-Kirkpatrick, Shlomo Dubnov, Sorin Lerner |
| 2024 | ICML | DITTO: Diffusion Inference-Time T-Optimization for Music Generation. | Zachary Novack, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan |
| 2023 | ICLR | Disentangling the Mechanisms Behind Implicit Regularization in SGD. | Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary Chase Lipton |
| 2023 | ICML | CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets. | Zachary Novack, Julian J. McAuley, Zachary Chase Lipton, Saurabh Garg |