| Poster # | Authors - Presenter(s) name in bold | Poster Title | Advisor(s) |
| 1 | Calvin Ang, Sungyoon Kim, Mert Pilanci | Optimal Scalar Quantization for Matrix Multiplication | Mert Pilanci |
| 2 | Erin L. Brown, et al. | Non-Invasive Profiling of Spatial Cellular Ecosystems in the Tumor Microenvironment with Interpretable Deep Learning | Aaron Newman |
| 3 | Obed Camacho | Operator Adapted Preconditioners At Scale | Adrian Lew |
| 4 | Yoo Jin Cha, Omar Duran, Nicola Castelletto, Hamdi Tchelepi | Adaptive Consistency in Mimetic Finite Difference (MFD): A Residual-Based Criterion for K-Orthogonal Cell Classification | Hamdi Tchelepi |
| 5 | Catherine Chen, Jingyan Shen, Zhun Deng, Lihua Lei | Adversarially Robust Control of Conditional Value-at-Risk via Kelly Conformal Inference | Lihua Lei |
| 6 | Yash Dave, Sang Truong, Serena Wang, Sanmi Koyejo | The AI Evaluation Ecosystem | Sanmi Koyejo |
| 7 | Rajat Vadiraj Dwaraknath, Sungyoon Kim, Mert Pilanci | FlashSketch: Sketch-Kernel Co-Design for Fast Sparse Sketching on GPUs | Mert Pilanci |
| 8 | Batu El, James Zou | Moloch's Bargain: Emergent Misalignment When LLMs Compete for Audiences | James Zou |
| 9 | Ziyi Gao, Evelyn Chou, Brandon Su | Time-series Forecasting for Network Utilization in Large-Scale Scientific Workflows | John Wu, Alex Sim |
| 10 | Sarah Hashash, Jordan Zhang | Representation-Level Signals of Incorrect Consensus in Multi-Agent LLM Systems | Ramesh Johari, Ashish Goel |
| 11 | Catherine Deng*, Junmiao Hu*, Jerry Liu, Milan Rohatgi, Christopher Ré | Constructing Machine Precision Neural Networks with Quasi-Interpolants | Gianluca Iaccarino, Christopher Ré |
| 12 | Mason Hu, Yixin Wang, Moss Zhao, Gary Steinberg | 3D Generation of Post Surgery Outcome Using Latent Diffusion | Moss Zhao |
| 13 | Yuming Huang, Zitong Yang, Emmanuel Candès, Lihua Lei | Bellman Conformal Inference (BCI) | Lihua Lei |
| 14 | Francesco Insulla, Andrea Montanari | | Eric Darve |
| 15 | Zoe Ji, Tianyu Du, Kevin Chen, Susan Athey | Learning Advice in Message Space: Policy Optimization with Welfare and Selection Decomposition | Susan Athey |
| 16 | Riley Juenemann, Gwanggyu Sun, Mia Grahn, Annabelle Fowler, Markus Covert | Evaluating Genetic Engineering Trade-offs Through Whole-cell Modeling of Escherichia coli | Markus Covert |
| 17 | Michael Kim, Wei Cai | Accelerated Langevin Dynamics Simulation via Neural Network-Driven Importance Sampling | Wei Cai |
| 18 | Jeff B. Li, Nick C. Dorn, Jeffrey A. Feinstein, Andras Lasso, Doug L. James, Matthew A. Jolley, Alison L. Marsden | Real-time Virtual Stenting via Signed Distance Field-Derived Mesh Deformation Functions | Alison Marsden |
| 19 | Shiangyi Lin, Hui Lan, Vasilis Syrgkanis | Learning Treatment Representations for Downstream Instrumental Variable Regression | Vasilis Syrgkanis |
| 20 | Elena Sabdy Martinez, Alexander D. Kaiser, Alexander K. Reed, Sascha W. Stocker, Amit Sharir, Perry S. Choi, Shiraz A. Maskatia, Michael R. Ma, Alison Lesley Marsden | Semi-Automated Generation and Hemodynamic Assessment of Surgical Baffle Geometry for Biventricular Repair | Alison Marsden |
| 21 | Ruudy Mbouza, Apoorv Srivastava, Juliane Krueger, Daniel Tartakovsky, Sava Sakadzic | Uncertainty-Aware Inference of Cerebral Oxygen Metabolism via Iterative Ensemble Kalman Inversion and Two-Photon Microscopy | Daniel Tartakovsky |
| 22 | Jinhee Paeng, Surya Ganguli | Nonlinear SVD: Revealing Dominant Modes of Neural Computation and Control Across All AI | Surya Ganguli |
| 23 | Michelle Park, Sergio Martin-Alvarez, Risa Wechsler | Sizes of the First Galaxies: Multiphysics Simulations Through the Lens of JWST | Daniel Tartakovsky |
| 24 | Martin Pollack, Ashna Khare, Peter Washington | Leveraging AI to Automate Feature Extraction for Autism Diagnosis: Study of Robustness and Consistency | Peter Washington |
| 25 | Alexander Qu, Scott Huang, Can Huang | Designing Cost-Effective Measles SIAs: An Agent-Based Simulation Study Across Routine Immunization Settings | Kurt Frey |
| 26 | Maximilian Sabayev, Osman Rittano, Brice Gaudillière, Eric Darve | Table Feature Selection via Stabl with Bootstrap-Wise Noise Regeneration | Eric Darve |
| 27 | Malo Sommers, John Duchi | Some Perspectives on Aggregating Labels When Comparing Models | John Duchi |
| 28 | Ivan Specht, Julia A. Palacios | Efficient Bayesian Phylogenetics Under the Infinite Sites Model | Julia Palacios |
| 29 | Brea Swartwood, Hamdi Tchelepi | GPU Parallelization of Adaptive Conservative Time Integration | Hamdi Tchelepi |
| 30 | Jiyuan Tan, Jose Blanchet, Vasilis Syrgkanis | Partial Identification of Policy-Relevant Treatment Effects with Instrumental Variables via Optimal Transport | Vasilis Syrgkanis, Jose Blanchet |
| 31 | Jonathan Thompson, Daniel Tartakovsky | Learning to Lift: Physics-Aware Digital Twins for 3D-printed Metal Parts | Daniel Tartakovsky |
| 32 | Daohong Tu, Kay Giesecke | Conformal Prediction for Panel Data with Dual Non-Exchangeability | Kay Giesecke |
| 33 | Hippolyte Wallaert, Madeleine Udell | Addressing Gradient Filtering in Differentiable Repair Layers for Neural Optimization | Madeleine Udell |
| 34 | Qingyue Wei, Sheng Liu, Chuanbao Zhang, Sijie Chen, Wei Emma Wu, Zixia Zhou, Rui Yan, Md Tauhidul Islam, Lei Xing | Integration of Genomic Interaction Priors Enhances Representation Learning in Single-Cell RNA-seq | Lei Xing |
| 35 | Yifa Yu, Wenzhi Gao, Madeleine Udell | Mirror Line Search | Madeleine Udell |
| 36 | Salma Zainana, Trevor Hastie, Robert Tibshirani, Euan Ashley, Manuel Rivas | Wavelet Decomposition Based Genomic Analysis of the Human Electrocardiogram | Manuel Rivas |
| 37 | Wanyu Zhang, Wenzhi Gao, Madeleine Udell | A Unified Approach of Preconditioned Operator Splitting Methods | Madeleine Udell |