Ammar Gilani

Joined

April 2020

Names

Ammar Gilani (Preferred)

Emails

****@u.northwestern.edu (Confirmed)

,

****@u.northwestern.edu (Confirmed)

Personal Links

Career & Education History

Postdoc

Northwestern University (northwestern.edu)

2025 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Present

Coauthor

Jerry Yao-Chieh Hu

Present

Expertise

No areas of expertise listed

Publications

LOBBen-TM: A Benchmark Study of Limit Order Book Prediction with Temporal Modeling
Weijian Li, Stephen S Cheng, Lining Mao, Jigyasa Kumari, Alex Pyo, Mehak Kawatra, Jialong Li, Jiayi Wang, Ammar Gilani, Jingya Xun, Jui-Hui Chung, Jerry Yao-Chieh Hu, Han Liu
- Submitted to ICLR 2026
- Readers: Everyone
Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency
Jerry Yao-Chieh Hu, Wei-Po Wang, Ammar Gilani, Chenyang Li, Zhao Song, Han Liu
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency
Jerry Yao-Chieh Hu, Wei-Po Wang, Ammar Gilani, Chenyang Li, Zhao Song, Han Liu
- ICLR 2025
- Readers: Everyone
Explainable Sequential Optimization
Ammar Gilani, Han Liu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
A Comprehensive Framework for Benchmarking Algorithms Across Hyperparameter Spaces
Ammar Gilani, Han Liu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Fundamental Limits of Prompt Tuning Transformers: Universality, Capacity and Efficiency
Jerry Yao-Chieh Hu, Wei-Po Wang, Ammar Gilani, Chenyang Li, Zhao Song, Han Liu
- ICLR 2025 Poster
- Readers: Everyone
A Benchmark Study For Limit Order Book (LOB) Models and Time Series Forecasting Models on LOB Data
Weijian Li, Stephen S Cheng, Lining Mao, Jigyasa Kumari, Alex Pyo, Mehak Kawatra, Jialong Li, Jiayi Wang, Ammar Gilani, Jingya Xun, Jerry Yao-Chieh Hu, Han Liu
- Submitted to ICLR 2025
- Readers: Everyone
BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model
Chenwei Xu, Yu-Chao Huang, Jerry Yao-Chieh Hu, Weijian Li, Ammar Gilani, Hsi-Sheng Goan, Han Liu
- ICML 2024 Poster
- Readers: Everyone
BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model
Chenwei Xu, Yu-Chao Huang, Jerry Yao-Chieh Hu, Weijian Li, Ammar Gilani, Hsi-Sheng Goan, Han Liu
- ICML 2024
- Readers: Everyone

View all 17 publications

Co-Authors