PreFT: Prefill-only finetuning for efficient inference.

Dhruv Pai Dhruv Bhandarkar Pai

Andrew Lanpouthakoun Aryaman Arora Zhengxuan Wu Dhruv Pai Ben Keigwin Dan Jurafsky Christopher Potts PreFT: Prefill-only finetuning for efficient inference. 2026 May abs/2605.14217 CoRR https://doi.org/10.48550/arXiv.2605.14217 db/journals/corr/corr2605.html#abs-2605-14217 streams/journals/corr

Yifei Zuo Dhruv Pai Zhichen Zeng 0002 Alec Dewulf Shuming Hu Zhaoran Wang 0001 Parallax: Parameterized Local Linear Attention for Language Modeling. 2026 May abs/2605.29157 CoRR https://doi.org/10.48550/arXiv.2605.29157 db/journals/corr/corr2605.html#abs-2605-29157 streams/journals/corr

Yutong Yin Mingyu Jin Jin Pan Changyi Yang Zijie Xia Dhruv Pai Shuming Hu Zhen Zhang 0008 Chenyang Zhao Jinman Zhao Wujiang Xu Raymond Li Xin Eric Wang Julian J. McAuley Zhaoran Wang 0001 Efficient and Trainable Language Model Test-Time Scaling via Local Branch Routing. 2026 June abs/2606.25354 CoRR https://doi.org/10.48550/arXiv.2606.25354 db/journals/corr/corr2606.html#abs-2606-25354 streams/journals/corr

Alec Dewulf Dhruv Pai Li Yang Ashley Zhang Ben Keigwin Aurora: A Leverage-Aware Spectral Optimizer. 2026 June abs/2606.27715 CoRR https://doi.org/10.48550/arXiv.2606.27715 db/journals/corr/corr2606.html#abs-2606-27715 streams/journals/corr

Nicholas DeJesse Spencer Lyudovyk Dhruv Pai Michael Reidy A Critique of Lin's "On NP versus coNP and Frege Systems". 2025 May abs/2505.05658 CoRR https://doi.org/10.48550/arXiv.2505.05658 db/journals/corr/corr2505.html#abs-2505-05658 streams/journals/corr

Nicholas DeJesse Spencer Lyudovyk Dhruv Pai A Critique of Quigley's "A Polynomial Time Algorithm for 3SAT". 2025 October abs/2510.22985 CoRR https://doi.org/10.48550/arXiv.2510.22985 db/journals/corr/corr2510.html#abs-2510-22985 streams/journals/corr

Madhusmita Das Dhruv Pai Buddha Teja Biju R. Mohan Automatic Test Case Generation For Safety-Critical Software Using Genetic Algorithm. 1-7 2024 ICCCNT https://doi.org/10.1109/ICCCNT61001.2024.10725786 conf/icccnt/2024 db/conf/icccnt/icccnt2024.html#DasPTM24

Rylan Schaeffer Nika Zahedi Mikail Khona Dhruv Pai Sang T. Truong Yilun Du Mitchell Ostrow Sarthak Chandra Andres Carranza Ila Rani Fiete Andrey Gromov Sanmi Koyejo Bridging Associative Memory and Probabilistic Modeling. 2024 abs/2402.10202 CoRR https://doi.org/10.48550/arXiv.2402.10202 db/journals/corr/corr2402.html#abs-2402-10202

Matthias Gerstgrasser Rylan Schaeffer Apratim Dey Rafael Rafailov Henry Sleight John Hughes Tomasz Korbak Rajashree Agrawal Dhruv Pai Andrey Gromov Daniel A. Roberts Diyi Yang David L. Donoho Sanmi Koyejo Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Real and Synthetic Data. 2024 abs/2404.01413 CoRR https://doi.org/10.48550/arXiv.2404.01413 db/journals/corr/corr2404.html#abs-2404-01413

Rylan Schaeffer Victor Lecomte Dhruv Bhandarkar Pai Andres Carranza Berivan Isik Alyssa Unell Mikail Khona Thomas E. Yerxa Yann LeCun SueYeon Chung Andrey Gromov Ravid Shwartz-Ziv Sanmi Koyejo Towards an Improved Understanding and Utilization of Maximum Manifold Capacity Representations. 2024 abs/2406.09366 CoRR https://doi.org/10.48550/arXiv.2406.09366 db/journals/corr/corr2406.html#abs-2406-09366

Dhruv Pai Andres Carranza Rylan Schaeffer Arnuv Tandon Sanmi Koyejo FACADE: A Framework for Adversarial Circuit Anomaly Detection and Evaluation. 2023 abs/2307.10563 CoRR https://doi.org/10.48550/arXiv.2307.10563 db/journals/corr/corr2307.html#abs-2307-10563

Andres Carranza Dhruv Pai Rylan Schaeffer Arnuv Tandon Sanmi Koyejo Deceptive Alignment Monitoring. 2023 abs/2307.10569 CoRR https://doi.org/10.48550/arXiv.2307.10569 db/journals/corr/corr2307.html#abs-2307-10569

Rajashree Agrawal Aryaman Arora Andres Carranza Sarthak Chandra SueYeon Chung Madhusmita Das Nicholas DeJesse Alec Dewulf Apratim Dey David L. Donoho Yilun Du Ila FieteIla Rani Fiete Matthias Gerstgrasser Andrey Gromov Shuming Hu John Hughes Berivan Isik Mingyu Jin Daniel JurafskyDan Jurafsky Ben Keigwin Mikail Khona Tomasz Korbak Oluwasanmi KoyejoSanmi Koyejo Andrew Lanpouthakoun Victor Lecomte Yann LeCun Raymond Li Spencer Lyudovyk Julian J. McAuley Biju R. Mohan Mitchell Ostrow Jin Pan Christopher Potts Rafael Rafailov Michael Reidy Daniel A. Roberts Rylan Schaeffer Ravid Shwartz-Ziv Henry Sleight Arnuv Tandon Buddha Teja Sang T. Truong Alyssa Unell Xin Wang 0061Xin Eric Wang Zhaoran Wang 0001 Zhengxuan Wu Zijie Xia Wujiang Xu Changyi Yang Diyi Yang Li Yang Thomas E. Yerxa Yutong Yin Nika Zahedi Zhichen Zeng 0002 Ashley Zhang Zhen Zhang 0008 Chenyang Zhao Jinman Zhao Yifei Zuo