| 2025 | ICLR | Flavors of Margin: Implicit Bias of Steepest Descent in Homogeneous Neural Networks. | Nikolaos Tsilivis, Gal Vardi, Julia Kempe |
| 2025 | ICLR | Strong Model Collapse. | Elvis Dohmatob, Yunzhen Feng, Arjun Subramonian, Julia Kempe |
| 2025 | ICLR | Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification. | Yunzhen Feng, Elvis Dohmatob, Pu Yang, Franois Charton, Julia Kempe |
| 2025 | ICLR | DRoP: Distributionally Robust Data Pruning. | Artem M. Vysogorets, Kartik Ahuja, Julia Kempe |
| 2025 | ICML | PILAF: Optimal Human Preference Sampling for Reward Modeling. | Yunzhen Feng, Ariel Kwiatkowski, Kunhao Zheng, Julia Kempe, Yaqi Duan |
| 2024 | AISTATS | Mind the GAP: Improving Robustness to Subpopulation Shifts with Group-Aware Priors. | Tim G. J. Rudner, Ya Shi Zhang, Andrew Gordon Wilson, Julia Kempe |
| 2024 | ICLR | Embarrassingly Simple Dataset Distillation. | Yunzhen Feng, Shanmukha Ramakrishna Vedantam, Julia Kempe |
| 2024 | ICML | A Tale of Tails: Model Collapse as a Change of Scaling Laws. | Elvis Dohmatob, Yunzhen Feng, Pu Yang, Franois Charton, Julia Kempe |
| 2024 | ICML | Deconstructing the Goldilocks Zone of Neural Network Initialization. | Artem Vysogorets, Anna Dawid, Julia Kempe |
| 2012 | ICALP | Hardness of Approximation for Quantum Problems. | Sevag Gharibian, Julia Kempe |
| 2011 | STOC | Parallel repetition of entangled games. | Julia Kempe, Thomas Vidick |
| 2010 | STOC | A quantum lovsz local lemma. | Andris Ambainis, Julia Kempe, Or Sattath |
| 2008 | FOCS | Entangled Games are Hard to Approximate. | Julia Kempe, Hirotada Kobayashi, Keiji Matsumoto, Ben Toner, Thomas Vidick |
| 2008 | FOCS | Unique Games with Entangled Provers are Easy. | Julia Kempe, Oded Regev, Ben Toner |
| 2008 | ICALP | Upper Bounds on the Noise Threshold for Fault-Tolerant Quantum Computing. | Julia Kempe, Oded Regev, Falk Unger, Ronald de Wolf |
| 2007 | FOCS | The Power of Quantum Systems on a Line. | Dorit Aharonov, Daniel Gottesman, Sandy Irani, Julia Kempe |
| 2007 | STOC | Exponential separations for one-way quantum communication complexity, with applications to cryptography. | Dmitry Gavinsky, Julia Kempe, Iordanis Kerenidis, Ran Raz, Ronald de Wolf |
| 2006 | STOC | Bounded-error quantum state identification and exponential separations in communication complexity. | Dmitry Gavinsky, Julia Kempe, Oded Regev, Ronald de Wolf |
| 2005 | SODA | Coins make quantum walks faster. | Andris Ambainis, Julia Kempe, Alexander Rivosh |
| 2005 | SODA | The hidden subgroup problem and permutation group theory. | Julia Kempe, Aner Shalev |
| 2004 | FOCS | Adiabatic Quantum Computation is Equivalent to Standard Quantum Computation. | Dorit Aharonov, Wim van Dam, Julia Kempe, Zeph Landau, Seth Lloyd, Oded Regev |
| 2001 | STOC | Quantum walks on graphs. | Dorit Aharonov, Andris Ambainis, Julia Kempe, Umesh V. Vazirani |