Investigating the Role of Memory in Navigating Unseen Environments using Cognitive Maps. - Samuel S. Sohn; Serena De Stefani; Mubbasir Kapadia (AAMAS, 2018)

An Emotionally Aware Embodied Conversational Agent. - Samuel S. Sohn; Xun Zhang; Fernando Geraci; Mubbasir Kapadia (AAMAS, 2018)

Efficiency in Solving the Traveling Salesman Problem as Predictor of Perceived Humanness. - Serena De Stefani; Samuel S. Sohn; Jacob Feldman; Mubbasir Kapadia; Peter C. Pantelis (CogSci, 2018)

Dynamic cognitive maps for agent landmark navigation in unseen environments. - Samuel S. Sohn; Serena De Stefani; Mubbasir Kapadia (MIG, 2018)

Fusion-Based Wayfinding Prediction Model for Multiple Information Sources. - Rohit Kumar Dubey; Samuel S. Sohn; Christoph Hoelscher; Mubbasir Kapadia (FUSION, 2019)

JUNGLE: An Interactive Visual Platform for Collaborative Creation and Consumption of Nonlinear Transmedia Stories. - Mubbasir Kapadia; Carlos Manuel Muñiz; Samuel S. Sohn; Ye Pan; Sasha Schriber; Kenny Mitchell; Markus H. Gross (ICIDS, 2019)

StoryPrint: an interactive visualization of stories. - Katie Watson; Samuel S. Sohn; Sasha Schriber; Markus Gross 001; Carlos Manuel Muñiz; Mubbasir Kapadia (IUI, 2019)

Towards a Conversational Interface for Authoring Intelligent Virtual Characters. - Xinyi Wang; Samuel S. Sohn; Mubbasir Kapadia (IVA, 2019)

Identifying Indoor Navigation Landmarks Using a Hierarchical Multi-Criteria Decision Framework. - Rohit Kumar Dubey; Samuel S. Sohn; Tyler Thrash; Christoph Hoelscher; Mubbasir Kapadia (MIG, 2019)

Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures. - Rohit Kumar Dubey; Samuel S. Sohn; Christoph Hoelscher; Mubbasir Kapadia (CoRR, 2019)

Deep Crowd-Flow Prediction in Built Environments. - Samuel S. Sohn; Seonghyeon Moon; Honglu Zhou; Sejong Yoon; Vladimir Pavlovic 001; Mubbasir Kapadia (CoRR, 2019)

Laying the Foundations of Deep Long-Term Crowd Flow Prediction. - Samuel S. Sohn; Honglu Zhou; Seonghyeon Moon; Sejong Yoon; Vladimir Pavlovic 001; Mubbasir Kapadia (ECCV (29), 2020)

The Interplay Between Local and Global Strategies in Navigational Decisions. - Serena De Stefani; Samuel S. Sohn; Adeeb Kabir; Mubbasir Kapadia; Jacob Feldman (CogSci, 2021)

SNAP: Successor Entropy based Incremental Subgoal Discovery for Adaptive Navigation. - Rohit Kumar Dubey; Samuel S. Sohn; Jimmy Abualdenien; Tyler Thrash; Christoph Hoelscher; André Borrmann; Mubbasir Kapadia (MIG, 2021)

A2X: An Agent and Environment Interaction Benchmark for Multimodal Human Trajectory Prediction. - Samuel S. Sohn; Mihee Lee; Seonghyeon Moon; Gang Qiao; Muhammad Usman 010; Sejong Yoon; Vladimir Pavlovic 001; Mubbasir Kapadia (MIG, 2021)

Investigating Neighborhood Modeling and Asymmetry Preservation in Digraph Representation Learning. - Honglu Zhou; Advith Chegu; Samuel S. Sohn; Mubbasir Kapadia (CoRR, 2021)

D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. - Honglu Zhou; Advith Chegu; Samuel S. Sohn; Zuohui Fu; Gerard de Melo; Mubbasir Kapadia (CIKM, 2022)

How Optimal is Too Optimal? Expectations About Performance in the Traveling Salesman Problem. - Serena De Stefani; Samuel S. Sohn; Adeeb Kabir; Mubbasir Kapadia; Jacob Feldman (CogSci, 2022)

A Computational Method for the Classification of Mental Representations of Objects in 3D Space (Short Paper). - Samuel S. Sohn; Panagiotis Mavros; Mubbasir Kapadia; Christoph Hölscher (COSIT, 2022)

MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction. - Mihee Lee; Samuel S. Sohn; Seonghyeon Moon; Sejong Yoon; Mubbasir Kapadia; Vladimir Pavlovic 001 (CVPR, 2022)

HM: Hybrid Masking for Few-Shot Segmentation. - Seonghyeon Moon; Samuel S. Sohn; Honglu Zhou; Sejong Yoon; Vladimir Pavlovic 001; Muhammad Haris Khan; Mubbasir Kapadia (ECCV (20), 2022)

Harnessing Fourier Isovists and Geodesic Interaction for Long-Term Crowd Flow Prediction. - Samuel S. Sohn; Seonghyeon Moon; Honglu Zhou; Mihee Lee; Sejong Yoon; Vladimir Pavlovic 001; Mubbasir Kapadia (IJCAI, 2022)

A2X: An end-to-end framework for assessing agent and environment interactions in multimodal human trajectory prediction. - Samuel S. Sohn; Mihee Lee; Seonghyeon Moon; Gang Qiao; Muhammad Usman 010; Sejong Yoon; Vladimir Pavlovic 001; Mubbasir Kapadia (Comput. Graph., 2022)

HMFS: Hybrid Masking for Few-Shot Segmentation. - Seonghyeon Moon; Samuel S. Sohn; Honglu Zhou; Sejong Yoon; Vladimir Pavlovic 001; Muhammad Haris Khan; Mubbasir Kapadia (CoRR, 2022)

An Information-Theoretic Approach for Estimating Scenario Generalization in Crowd Motion Prediction. - Gang Qiao; Kaidong Hu; Seonghyeon Moon; Samuel S. Sohn; Sejong Yoon; Mubbasir Kapadia; Vladimir Pavlovic 001 (CoRR, 2022)

SEAN 2.0: Formalizing and Generating Social Situations for Robot Navigation. - Nathan Tsoi; Alec Xiang; Peter Yu; Samuel S. Sohn; Greg Schwartz; Subashri Ramesh; Mohamed Hussein; Anjali W. Gupta; Mubbasir Kapadia; Marynel Vázquez (IEEE Robotics Autom. Lett., 2022)

MSI: Maximize Support-Set Information for Few-Shot Segmentation. - Seonghyeon Moon; Samuel S. Sohn; Honglu Zhou; Sejong Yoon; Vladimir Pavlovic 001; Muhammad Haris Khan; Mubbasir Kapadia (ICCV, 2023)

Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. - Honglu Zhou; Advith Chegu; Samuel S. Sohn; Zuohui Fu; Gerard de Melo; Mubbasir Kapadia (IJCAI, 2023)

The Importance of Multimodal Emotion Conditioning and Affect Consistency for Embodied Conversational Agents. - Che-Jui Chang; Samuel S. Sohn; Sen Zhang; Rajath Jayashankar; Muhammad Usman 010; Mubbasir Kapadia (IUI, 2023)

Learning from Synthetic Human Group Activities. - Che-Jui Chang; Honglu Zhou; Parth Goel; Aditya Bhat; Seonghyeon Moon; Samuel S. Sohn; Sejong Yoon; Vladimir Pavlovic 001; Mubbasir Kapadia (CoRR, 2023)

Cognitive Path Planning With Spatial Memory Distortion. - Rohit Kumar Dubey; Samuel S. Sohn; Tyler Thrash; Christoph Hölscher; André Borrmann; Mubbasir Kapadia (IEEE Trans. Vis. Comput. Graph., 2023)

The role of latent representations for design space exploration of floorplans. - Vahid Azizi 003; Muhammad Usman 010; Samuel S. Sohn; Mathew Schwartz; Seonghyeon Moon; Petros Faloutsos; Mubbasir Kapadia (Simul., 2023)

Learning from Synthetic Human Group Activities. - Che-Jui Chang; Danrui Li; Deep Patel; Parth Goel; Honglu Zhou; Seonghyeon Moon; Samuel S. Sohn; Sejong Yoon; Vladimir Pavlovic 001; Mubbasir Kapadia (CVPR, 2024)

TrajDiffuse: A Conditional Diffusion Model for Environment-Aware Trajectory Prediction. - Tony Qingze Liu; Danrui Li; Samuel S. Sohn; Sejong Yoon; Mubbasir Kapadia; Vladimir Pavlovic 001 (ICPR (29), 2024)

From Words to Worlds: Transforming One-line Prompts into Multi-modal Digital Stories with LLM Agents. - Danrui Li; Samuel S. Sohn; Sen Zhang; Che-Jui Chang; Mubbasir Kapadia (MIG, 2024)

From Words to Worlds: Transforming One-line Prompt into Immersive Multi-modal Digital Stories with Communicative LLM Agent. - Samuel S. Sohn; Danrui Li; Sen Zhang; Che-Jui Chang; Mubbasir Kapadia (CoRR, 2024)

TrajDiffuse: A Conditional Diffusion Model for Environment-Aware Trajectory Prediction. - Qingze Liu; Danrui Li; Samuel S. Sohn; Sejong Yoon; Mubbasir Kapadia; Vladimir Pavlovic 001 (CoRR, 2024)

Harnessing Whisper for Prosodic Stress Analysis. - Samuel S. Sohn; Sten Knutsen; Karin Stromswold (ACL (Findings), 2025)

Cardiverse: Harnessing LLMs for Novel Card Game Prototyping. - Danrui Li; Sen Zhang; Samuel S. Sohn; Kaidong Hu; Muhammad Usman 010; Mubbasir Kapadia (CoRR, 2025)

Fine-Tuning Whisper for Inclusive Prosodic Stress Analysis. - Samuel S. Sohn; Sten Knutsen; Karin Stromswold (CoRR, 2025)