Publications

SpaLLM: Unified Compressive Adaptation of Large Language Models with Sketching
Tianyi Zhang, Junda Su, Oscar Wu, Zhaozhuo Xu, Anshumali Shrivastava
In submission to ICLR’2025
paper

In Defense of Structural Sparse Adapters for Concurrent LLM Serving
Junda Su, Zirui Liu, Zeju Qiu, Weiyang Liu, Zhaozhuo Xu.
Published in Findings of EMNLP’2024. Accepted in ES-FOMO (workshop) at ICML’24
paper poster

Hierarchical Deep Learning for Autonomous Multilabel Arrhythmia Detection and Classification on Real-world Wearable ECG Data
Guangyao Zheng, Sunghan Lee, Jeonghwan Koh, Khushbu Pahwa, Haoran Li, Zicheng Xu, Haiming Sun, Junda Su, Sung Pil Cho, Sung Il Im, In cheol Jeong, Vladimir Braverman
Published in Digital Health paper