2025 - 2026 Projects

Agentic VLMs for Procedural Material Generation

Students: Theo Lee, Tybalt Mallet, Sathwika Peechara, Shruti Senthilram

Mentor: Prof. Manmohan Chandraker, Kunal Gupta

Parmesan: Formal Verification for Safe Medical Plan Generation

Students: Aila Jahromi, Jonathan Mendoza, Junhao Gao, Zhixuan He

Mentor: Prof. Michael Coblenz, Ilana Shapiro

999-in-1 Tools: Reducing the Need to Verify Software Through Unix Pipes

Students: Jennifer Forsyth, Abas Mohamed, Cameryn Mugol, Kaede Tsuji

Mentor: Prof. Haojian Jin, Shao-Yu Chu

Automated 2D-to-3D Pose Reconstruction for Cross-Species Video-Based Analysis

Students: Yilei Wang, Kaung Htet, Kaley Chung, Parth Mehta, Daniel Wu

Mentor: Prof. Ryan Kastner, Andres Meza

More Models Per Bit Or More Bits Per Model?

Students: Yixuan Li, Oviya Senthil, Yahir Salas, Lorenzo Lemus

Mentor: Prof. Ryan Kastner, Olivia Weng

Visualizing Patterns in Bioacoustics Based On Knowledge Graphs

Students: Kelly Dempster, Taira Sakamoto, Rylen Sabhlok, Cindy Zhang

Mentor: Prof. Ryan Kastner, Sean Perry, Siya Kamboj

Transparent Image Provenance System (TIPS)

Students: Esha Shah, Brina Wang, Steven Bui, Myo Tun

Mentor: Prof. Deepak Kumar, Arshia Arya

Benchmarking 3D Scene Rendering Models

Students: William Wu, Edward Millan, Angel Soto, Iban Rosales

Mentor: Prof. Tzu-Mao Li, Prof. Ravi Ramamoorthi

Landscape Analysis of Policies implemented in Lower-Division CSE Courses

Students: Dishita Joshi, Nicole Sutedja, Sadaf Amiri, Stephanie Chung

Mentor: Prof. Mia Minnes

How Beauty Filters Rewrite Race, Age, and Gender for AI Systems

Students: Hien Tran, Isabel Ku, Kaitlyn Nguy, Kai Sim

Mentor: Prof Imani Munyaka, Mya Bolds

Examining Novice Student Approaches to Problem Composition for Natural Language Large Scale Tasks

Students: Pablo Wells, Tia Lim, Robin Adhikari, Saee Phalke

Mentor: Prof. Leo Porter, Prof. Gerald Soosairaj, Annapurna Vadaparty

T-SMART: Structured Multimodal Reasoning for Time-Series Understanding

Students: Ivan Delgado, Himansi Gupta, Bishal Khatri, Niharika Sapre, Lameta Shamoon

Mentor: Prof. Tajana Rosing, Dr. Onat Gungor

Web-Based Primer Design Tool for miRNA Detection Using Split-LAMP

Students: Hana Bawani, Katherine Charry, Sophia Hernandez, Van Santiago, Nishka Vaghela

Mentor:  Prof. Debashis Sahoo