Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges. - Kourosh Teimouri Baghaei; Amirreza Payandeh; Pooya Fayyazsanavi; Shahram Rahimi 001; Zhiqian Chen; Somayeh Bakhtiari Ramezani (CoRR, 2022)

Understanding the Language of ADHD and Autism Communities on Social Media. - Niloofar Kalantari; Amirreza Payandeh; Marcos Zampieri; Vivian Genaro Motti (IEEE Big Data, 2023)

Toward Human-Like Social Robot Navigation: A Large-Scale, Multi-Modal, Social Human Navigation Dataset. - Duc M. Nguyen; Mohammad Nazeri; Amirreza Payandeh; Aniket Datar; Xuesu Xiao (IROS, 2023)

Deep Representation Learning: Fundamentals, Technologies, Applications, and Open Challenges. - Amirreza Payandeh; Kourosh Teimouri Baghaei; Pooya Fayyazsanavi; Somayeh Bakhtiari Ramezani; Zhiqian Chen; Shahram Rahimi 001 (IEEE Access, 2023)

Targeted Learning: A Hybrid Approach to Social Robot Navigation. - Amir Hossain Raj; Zichao Hu; Haresh Karnan; Rohan Chandra; Amirreza Payandeh; Luisa Mao; Peter Stone 001; Joydeep Biswas; Xuesu Xiao (CoRR, 2023)

How Susceptible Are LLMs to Logical Fallacies? - Amirreza Payandeh; Dan Pluth; Jordan Hosier; Xuesu Xiao; Vijay K. Gurbani (LREC/COLING, 2024)

Rethinking Social Robot Navigation: Leveraging the Best of Two Worlds. - Amir Hossain Raj; Zichao Hu; Haresh Karnan; Rohan Chandra; Amirreza Payandeh; Luisa Mao; Peter Stone 001; Joydeep Biswas; Xuesu Xiao (ICRA, 2024)

DTG : Diffusion-based Trajectory Generation for Mapless Global Navigation. - Jing Liang 006; Amirreza Payandeh; Daeun Song; Xuesu Xiao; Dinesh Manocha (IROS, 2024)

VANP: Learning Where to See for Navigation with Self-Supervised Vision-Action Pre-Training. - Mohammad Nazeri; Junzhe Wang; Amirreza Payandeh; Xuesu Xiao (IROS, 2024)

Socially Aware Robot Navigation through Scoring Using Vision-Language Models. - Daeun Song; Jing Liang 006; Amirreza Payandeh; Xuesu Xiao; Dinesh Manocha (CoRR, 2024)

Social-LLaVA: Enhancing Robot Navigation through Human-Language Reasoning in Social Spaces. - Amirreza Payandeh; Daeun Song; Mohammad Nazeri; Jing Liang 006; Praneel Mukherjee; Amir Hossain Raj; Yangzhe Kong; Dinesh Manocha; Xuesu Xiao (CoRR, 2025)

VLM-Social-Nav: Socially Aware Robot Navigation Through Scoring Using Vision-Language Models. - Daeun Song; Jing Liang 006; Amirreza Payandeh; Amir Hossain Raj; Xuesu Xiao; Dinesh Manocha (IEEE Robotics Autom. Lett., 2025)

A Systematic Review of Model-Driven Game Development Studies. - Amirreza Payandeh; Mohammadreza Sharbaf; Shekoufeh Kolahdouz Rahimi (IEEE Trans. Games, 2025)

Narrate2Nav: Real-Time Visual Navigation with Implicit Language Reasoning in Human-Centric Environments. - Amirreza Payandeh; Anuj Pokhrel; Daeun Song; Marcos Zampieri; Xuesu Xiao (CoRR, 2025)