Sanjay Chawla

Full Professor, Qatar Computing Research Institute

Joined

September 2020

Names

Sanjay Chawla (Preferred)

Emails

****@sydney.edu.au (Confirmed)

****@hbku.edu.qa (Confirmed)

Personal Links

Career & Education History

Full Professor

Qatar Computing Research Institute (hbku.edu.qa)

2014 – Present

Advisors, Relations & Conflicts

Coauthor

Suranga Seneviratne

2021 – Present

Coworker

Amin Sadeghi

2019 – Present

Expertise

anomaly detection

outlier detection

autoencoders

reinforcement learning

adversarial learning

1997 – Present

Publications

Uncertainty-Aware LLMs Fail to Flag Misleading Contexts
Tianyi Zhou, Johanne Medina, Sanjay Chawla
- NeurIPS 2025 - Reliable ML Workshop
- Readers: Everyone
Explaining the role of Intrinsic Dimensionality in Adversarial Training
Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Hassan Sajjad, Sanjay Chawla
- ICML 2025 poster
- Readers: Everyone
Solving Normalized Cut Problem with Constrained Action Space
Qize Jiang, Linsey Pang, Alice Gatti, Mahima Aggarwal, Giovanna Vantini, Xiaosong Ma, Weiwei Sun, Sanjay Chawla
- Submitted to ICLR 2025
- Readers: Everyone
ExCeL: Combined Extreme and Collective Logit Information for Out-of-Distribution Detection
Naveen Karunanayake, Suranga Seneviratne, Sanjay Chawla
- Accepted by TMLR
- Readers: Everyone
$S^2AC$: ENERGY-BASED REINFORCEMENT LEARNING WITH STEIN SOFT ACTOR CRITIC
Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla
- FMDM@NeurIPS2023
- Readers: Everyone
S$2$AC: Energy-Based Reinforcement Learning with Stein Soft Actor Critic
Safa Messaoud, Billel Mokeddem, Zhenghai Xue, Linsey Pang, Bo An, Haipeng Chen, Sanjay Chawla
- ICLR 2024 poster
- Readers: Everyone
SMAAT: Scalable Manifold-Aware Adversarial Training for Large Language Models
Enes Altinisik, Safa Messaoud, Husrev Taha Sencar, Hassan Sajjad, Sanjay Chawla
- Submitted to ICLR 2024
- Readers: Everyone
Log representation as an interface for log processing applications
Mohammad Amin Sadeghi, Shameem Parambath, Ji Lucas, Youssef Meguebli, Maguette Toure, Fawaz Al Qahtani, Ting Yu, Sanjay Chawla
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
SAGA: A Submodular Greedy Algorithm for Group Recommendation
Shameem Ahamed Puthiya Parambath, Nishant Vijayakumar, Sanjay Chawla
- 2018 (modified: 16 Jul 2019)
- AAAI 2018
- Readers: Everyone
RoadTracer: Automatic Extraction of Road Networks From Aerial Images
Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, David J. DeWitt
- 2018 (modified: 10 Nov 2022)
- CVPR 2018
- Readers: Everyone

View all 21 publications

Co-Authors

View all 60 co-authors