Babak Khalaj

Full Professor, EE, Sharif University of Technology

Joined

May 2022

Names

Babak Khalaj (Preferred)

Babak H. Khalaj

Babak Hossein Khalaj

Emails

****@sharif.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

EE, Sharif University of Technology (sharif.edu)

2000 – Present

Advisors, Relations & Conflicts

PhD Advisor

Thomas Kailath

1991 – 1996

Expertise

Edge and Distributed Computation

2018 – Present

ML and AI in Telecom

2015 – Present

Publications

On the Convergence of Two-Layer Kolmogorov-Arnold Networks with First-Layer Training
Seyed Mohammad Eshtehardian, Mohammad Hossein Yassaee, Babak Khalaj
- ICLR 2026 Poster
- Readers: Everyone
MALLVi: A Multi-Agent Framework for Integrated Generalized Robotics Manipulation
Iman Ahmadi, Mehrshad Taji, Arad Mahdinezhad Kashani, Saina Kashani, AmirHossein Jadidi, Babak Khalaj
- Submitted to ICLR 2026
- Readers: Everyone
DiffPM: Diffusion-Based Generative Framework for Time Series Synthesis
Arian Aghamohseni, Payam Taebi, seyedreza tavakoli, Shaygan Adim, Siavash Ahmadi, Babak Khalaj, Mohammad Hossein Rohban
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Context-Enriched Embeddings for Robust 3D Scene Understanding
Mohamad Amin Mirzai, Pantea Amoie, Ali Ekhterachian, Matin M.Babaei, Babak Khalaj
- Submitted to ICLR 2026
- Readers: Everyone
SkinMap: A Novel Weighted Full-Body Skin Segmentation for Robust Remote Photoplethysmography
Amirhossein Akbari, Zahra Maleki, Amirhossein Binesh, Babak Khalaj
- CVPR 2025 DemoDiv
- Readers: Everyone
On learning sparse linear models from cross samples
Mina Sadat Mahmoudi, Seyed Abolfazl Motahari, Babak Hossein Khalaj
- Signal Process. 2025
- Readers: Everyone
Hybrid Non-Intrusive QoE Assessment of VoIP Calls Based on an Ensemble Learning Model
Negar Zabetian, Golara Ahmadi Azar, Babak Hossein Khalaj
- IEEE Trans. Mob. Comput. 2024
- Readers: Everyone
Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization
seyed amir hossein saberi, Amir Najafi, Amin Behjati, Ala Emrani, Yasaman Zolfimoselo, Mahdi Shadrooy, Abolfazl Motahari, Babak Khalaj
- NeurIPS 2024 poster
- Readers: Everyone
QoE-Aware Network Pricing, Power Allocation, and Admission Control
Negar Zabetian, Babak Hossein Khalaj
- IEEE Trans. Mob. Comput. 2024
- Readers: Everyone
Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization
Seyed Amir Saberi, Amir Najafi, Amin Behjati, Ala Emrani, Yasaman Zolfimoselo, Mahdi Shadrooy, Abolfazl S. Motahari, Babak H. Khalaj
- NeurIPS 2024
- Readers: Everyone

View all 226 publications

Co-Authors

View all 213 co-authors