Comparing XML processing performance in middleware and database: a case study. - Marcus Paradies; Susan Malaika; Matthias Nicola; Kevin Xie (Middleware (Industry Track), 2010)

Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization. - Homanga Bharadhwaj; Kevin Xie; Florian Shkurti (L4DC, 2020)

Skill Transfer via Partially Amortized Hierarchical Planning. - Kevin Xie; Homanga Bharadhwaj; Danijar Hafner; Animesh Garg; Florian Shkurti (CoRR, 2020)

KAMA: 3D Keypoint Aware Body Mesh Articulation. - Umar Iqbal 001; Kevin Xie; Yunrong Guo; Jan Kautz; Pavlo Molchanov 001 (3DV, 2021)

Physics-based Human Motion Estimation and Synthesis from Videos. - Kevin Xie; Tingwu Wang; Umar Iqbal 001; Yunrong Guo; Sanja Fidler; Florian Shkurti (ICCV, 2021)

gradSim: Differentiable simulation for system identification and visuomotor control. - J. Krishna Murthy 001; Miles Macklin; Florian Golemo; Vikram Voleti; Linda Petrini; Martin Weiss; Breandan Considine; Jérôme Parent-Lévesque; Kevin Xie; Kenny Erleben; Liam Paull; Florian Shkurti; et al. (ICLR, 2021)

Latent Skill Planning for Exploration and Transfer. - Kevin Xie; Homanga Bharadhwaj; Danijar Hafner; Animesh Garg; Florian Shkurti (ICLR, 2021)

Continual Model-Based Reinforcement Learning with Hypernetworks. - Yizhou Huang; Kevin Xie; Homanga Bharadhwaj; Florian Shkurti (ICRA, 2021)

Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record. - Kevin Xie; Brian Litt; Dan Roth; Colin A. Ellis (BioNLP@ACL, 2022)

Extracting seizure frequency from epilepsy clinic notes: a machine reading approach to natural language processing. - Kevin Xie; Ryan S. Gallagher; Erin C. Conrad; Chadric O. Garrick; Steven Baldassano; John M. Bernabei; Peter D. Galer; Nina J. Ghosn; Adam S. Greenblatt; Tara Jennings; Alana Kornspun; Catherine V. Kulick-Soper; et al. (J. Am. Medical Informatics Assoc., 2022)

Generating Transferable Adversarial Simulation Scenarios for Self-Driving via Neural Rendering. - Yasasa Abeysirigoonawardena; Kevin Xie; Chuhan Chen; Salar Hosseini Khorasgani; Ruiting Chen; Ruiqi Wang; Florian Shkurti (CoRL, 2023)

ATT3D: Amortized Text-to-3D Object Synthesis. - Jonathan Lorraine; Kevin Xie; Xiaohui Zeng; Chen-Hsuan Lin 001; Towaki Takikawa; Nicholas Sharp; Tsung-Yi Lin; Ming-Yu Liu 001; Sanja Fidler; James Lucas (ICCV, 2023)

Learning Human Dynamics in Autonomous Driving Scenarios. - Jingbo Wang 003; Ye Yuan 007; Zhengyi Luo 002; Kevin Xie; Dahua Lin; Umar Iqbal 001; Sanja Fidler; Sameh Khamis (ICCV, 2023)

LATTE3D: Large-scale Amortized Text-To-Enhanced3D Synthesis. - Kevin Xie; Jonathan Lorraine; Tianshi Cao; Jun Gao 004; James Lucas; Antonio Torralba 001; Sanja Fidler; Xiaohui Zeng (ECCV (77), 2024)

L4GM: Large 4D Gaussian Reconstruction Model. - Jiawei Ren 001; Kevin Xie; Ashkan Mirzaei; Hanxue Liang; Xiaohui Zeng; Karsten Kreis; Ziwei Liu 002; Antonio Torralba 001; Sanja Fidler; Seung Wook Kim 001; Huan Ling (CoRR, 2024)

Disparities in seizure outcomes revealed by large language models. - Kevin Xie; William K. S. Ojemann; Ryan S. Gallagher; Russell T. Shinohara; Alfredo Lucas; Chloe E. Hill; Roy H. Hamilton; Kevin B. Johnson; Dan Roth; Brian Litt; Colin A. Ellis (J. Am. Medical Informatics Assoc., 2024)

Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control. - Hassan Abu Alhaija; José M. Álvarez 004; Maciej Bala; Tiffany Cai; Tianshi Cao; Liz Cha; Joshua Chen; Mike Chen; Francesco Ferroni; Sanja Fidler; Dieter Fox; Yunhao Ge; et al. (CoRR, 2025)

VideoPanda: Video Panoramic Diffusion with Multi-view Attention. - Kevin Xie; Amirmojtaba Sabour; Jiahui Huang; Despoina Paschalidou; Greg Klar; Umar Iqbal 001; Sanja Fidler; Xiaohui Zeng (CoRR, 2025)

BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text. - Jiageng Wu; Bowen Gu; Ren Zhou; Kevin Xie; Douglas Snyder; Yixing Jiang; Valentina Carducci; Richard Wyss; Rishi J. Desai; Emily Alsentzer; Leo Anthony Celi; Adam Rodman; et al. (CoRR, 2025)

Zero-Shot Extraction of Seizure Outcomes from Clinical Notes Using Generative Pretrained Transformers. - William K. S. Ojemann; Kevin Xie; Kevin Liu; Ellie Chang; Dan Roth; Brian Litt; Colin A. Ellis (J. Heal. Informatics Res., 2025)