Publications
The Role of Quantization in Loss Spikes
Zaiqian Chen, Aditya Somasundaram, Sophie Li, Sean McLeish, John Kirchenbauer, Tom Goldstein and Micah Goldblum
arXiv preprint. 2026.
Recovering Wasted Compute in Autoresearch Agents
Au Kwok Chun, Abhigyan Acherjee, Amrutha Rao, Zaiqian Chen, Kazem Meidani, C. Bayan Bruss and Micah Goldblum
In Proceedings of the Conference on Language Modeling (COLM). 2026.
End-to-End Context Compression at Scale
Ang Li, Sean McLeish, Haozhe Chen, Nimit Kalra, Zaiqian Chen, Artem Gazizov, Venkata Anoop Suhas Kumar Morisetty, Bhavya Kailkhura, Harshitha Menon, Zhuang Liu, Brian R. Bartoldson, Tom Goldstein, Sanae Lotfi, Micah Goldblum and Pavel Izmailov
arXiv preprint. 2026.
CellFlows: Inferring Splicing Kinetics from Latent and Mechanistic Cellular Dynamics Sei Chang, Zaiqian Chen, Bianca Dumitrascu, David A. Knowles
Accepted at the 1st Machine Learning for Life and Material Sciences Workshop at ICML 2024.
Argument Mining for Review Helpfulness Prediction
Zaiqian Chen, Daniel Verdi do Amarante, Jenna Donaldson, Yohan Jo and Joonsuk Park
In Proceedings of the Empirical Methods on Natural Language Processing (EMNLP). 2022.
Analyzing Cultural Assimilation through the Lens of Yelp Restaurant Reviews
Zaiqian Chen and Joonsuk Park
In Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics (DSAA). 2021.