Muhammad Usman

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 28

Top Topics

Interactive Visualization

Embodied Conversational Agents

Architectural Design

Top Venues

Comput. Animat. Virtual Worlds

IEEE Computer Graphics and Applications

Publications

Vahid Azizi, Muhammad Usman, Samuel S. Sohn, Mathew Schwartz, Seonghyeon Moon, Petros Faloutsos, Mubbasir Kapadia
The role of latent representations for design space exploration of floorplans. Simul. 99 (11) (2023)
Che-Jui Chang, Samuel S. Sohn, Sen Zhang, Rajath Jayashankar, Muhammad Usman, Mubbasir Kapadia
The Importance of Multimodal Emotion Conditioning and Affect Consistency for Embodied Conversational Agents. CoRR (2023)
Che-Jui Chang, Samuel S. Sohn, Sen Zhang, Rajath Jayashankar, Muhammad Usman, Mubbasir Kapadia
The Importance of Multimodal Emotion Conditioning and Affect Consistency for Embodied Conversational Agents. IUI (2023)
Muhammad Usman, Honglu Zhou, Seonghyeon Moon, Xun Zhang, Petros Faloutsos, Mubbasir Kapadia
A Multiscale Geospatial Dataset and an Interactive Visualization Dashboard for Computational Epidemiology and Open Scientific Research. IEEE Computer Graphics and Applications 43 (1) (2023)
Samuel S. Sohn, Mihee Lee, Seonghyeon Moon, Gang Qiao, Muhammad Usman, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
A2X: An end-to-end framework for assessing agent and environment interactions in multimodal human trajectory prediction. Comput. Graph. 106 (2022)
Mathew Schwartz, M. Brandon Haworth, Muhammad Usman, Petros Faloutsos, Mubbasir Kapadia
Impact of Manikin Display on Perception of Spatial Planning. SAP (2022)
Vahid Azizi, Muhammad Usman, Honglu Zhou, Petros Faloutsos, Mubbasir Kapadia
Graph-based generative representation learning of semantically and behaviorally augmented floorplans. Vis. Comput. 38 (8) (2022)
Xun Zhang, Mathew Schwartz, Muhammad Usman, Petros Faloutsos, Mubbasir Kapadia
Optimizing Indoor Navigation Policies For Spatial Distancing. CoRR (2022)
Muhammad Usman, M. Brandon Haworth, Petros Faloutsos, Mubbasir Kapadia
Simulation-as-a-Service: Analyzing Crowd Movements in Virtual Environments. Comput. Animat. Virtual Worlds 32 (6) (2021)
Glen Berseth, M. Brandon Haworth, Muhammad Usman, Davide Schaumann, Mahyar Khayatkhoei, Mubbasir Kapadia, Petros Faloutsos
Interactive Architectural Design with Diverse Solution Exploration. IEEE Trans. Vis. Comput. Graph. 27 (1) (2021)
Samuel S. Sohn, Mihee Lee, Seonghyeon Moon, Gang Qiao, Muhammad Usman, Sejong Yoon, Vladimir Pavlovic, Mubbasir Kapadia
A2X: An Agent and Environment Interaction Benchmark for Multimodal Human Trajectory Prediction. MIG (2021)
M. Brandon Haworth, Muhammad Usman, Davide Schaumann, Nilay Chakraborty, Glen Berseth, Petros Faloutsos, Mubbasir Kapadia
Gamification of Crowd-Driven Environment Design. IEEE Computer Graphics and Applications 41 (4) (2021)
Vahid Azizi, Muhammad Usman, Honglu Zhou, Petros Faloutsos, Mubbasir Kapadia
Graph-Based Generative Representation Learning of Semantically and Behaviorally Augmented Floorplans. CoRR (2020)
Muhammad Usman, Tien-Chi Lee, Ryhan Moghe, Xun Zhang, Petros Faloutsos, Mubbasir Kapadia
A Social Distancing Index: Evaluating Navigational Policies on Human Proximity using Crowd Simulations. MIG (2020)
Muhammad Usman, Davide Schaumann, M. Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos
Joint Exploration and Analysis of High-Dimensional Design-Occupancy Templates. MIG (2019)
Muhammad Usman, Davide Schaumann, Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos
Joint Parametric Modeling of Buildings and Crowds for Human-Centric Simulation and Analysis. CAAD Futures (2019)
Glen Berseth, Mahyar Khayatkhoei, M. Brandon Haworth, Muhammad Usman, Mubbasir Kapadia, Petros Faloutsos
Interactive Diversity Optimization of Environments. CoRR (2018)
Muhammad Usman, Davide Schaumann, M. Brandon Haworth, Glen Berseth, Mubbasir Kapadia, Petros Faloutsos
Interactive spatial analytics for human-aware building design. MIG (2018)
M. Brandon Haworth, Muhammad Usman, Glen Berseth, Mubbasir Kapadia, Petros Faloutsos
On density-flow relationships during crowd evacuation. Comput. Animat. Virtual Worlds 28 (3-4) (2017)
Muhammad Usman, M. Brandon Haworth, Glen Berseth, Mubbasir Kapadia, Petros Faloutsos
Perceptual evaluation of space in virtual environments. MIG (2017)
Nilay Chakraborty, Glen Berseth, M. Brandon Haworth, Petros Faloutsos, Muhammad Usman, Mubbasir Kapadia
Crowd sourced co-design of floor plans using simulation guided games. MIG (2017)
M. Brandon Haworth, Muhammad Usman, Glen Berseth, Mahyar Khayatkhoei, Mubbasir Kapadia, Petros Faloutsos
CODE: Crowd-optimized design of environments. Comput. Animat. Virtual Worlds 28 (6) (2017)
Vinícius J. Cassol, Estevao Smania Testa, Cláudio Rosito Jung, Muhammad Usman, Petros Faloutsos, Glen Berseth, Mubbasir Kapadia, Norman I. Badler, Soraia Raupp Musse
Evaluating and Optimizing Evacuation Plans for Crowd Egress. IEEE Computer Graphics and Applications 37 (4) (2017)
Muhammad Usman, M. Brandon Haworth, Glen Berseth, Mubbasir Kapadia, Petros Faloutsos
Understanding spatial perception and visual modes in the review of architectural designs. Symposium on Computer Animation (2017)
M. Brandon Haworth, Muhammad Usman, Glen Berseth, Mahyar Khayatkhoei, Mubbasir Kapadia, Petros Faloutsos
Towards Computer Assisted Crowd Aware Architectural Design. CHI Extended Abstracts (2016)
M. Brandon Haworth, Muhammad Usman, Melanie Baljko, Foad Hamidi
The Use of Working Prototypes for Participatory Design with People with Disabilities. ICCHP (1) (2016)
M. Brandon Haworth, Muhammad Usman, Glen Berseth, Mubbasir Kapadia, Petros Faloutsos
Evaluating and optimizing level of service for crowd evacuations. MIG (2015)
Glen Berseth, Muhammad Usman, M. Brandon Haworth, Mubbasir Kapadia, Petros Faloutsos
Environment optimization for crowd evacuation. Comput. Animat. Virtual Worlds 26 (3-4) (2015)