DC
David Cox
cs.LGcs.AIcs.CVcs.CLneurosciencecs.SDeess.ASstat.MLcs.NEq-bio.NC
On Valency
published · living versionsW_ebbegyeg·v1 · currentpublished
Post-Training Large Language Models with LLMON
with Basel Shbita, Michael Hind, Chad DeLuca, Nathan Fulton +6
1 version
Preprints & journals
95 papers in the corpus · 2003–2026Granite.Trust Policy Tools: Shareable, Actionable Policies for Generative AI Applications2608.23870v1 · Nathalie Baracaldo, Nicolas Mello, Kush R. Varshney et al.2026 · 0 citationsarXiv
Hurwitz Quaternion Multiplicative Quantization for KV Cache Compression2605.27646v1 · Kabir Swain, Sijie Han, Daniel Karl I. Weidele et al.2026 · 0 citationsarXiv
CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery2604.01210v1 · Youssef Mroueh, Carlos Fonseca, Brian Belgodere et al.2026 · 0 citationsarXiv
LLMON: An LLM-native Markup Language to Leverage Structure and Semantics at the LLM Interface2603.22519v4 · Michael Hind, Basel Shbita, Bo Wu et al.2026 · 0 citationsarXiv
A Scalable NorthPole System with End-to-End Vertical Integration for Low-Latency and Energy-Efficient LLM Inference2511.15950v1 · Michael V. DeBole, Rathinakumar Appuswamy, Neil McGlohon et al.2025 · 0 citationsarXiv
Granite Embedding R2 Models2508.21085v1 · Parul Awasthy, Aashka Trivedi, Yulong Li et al.2025 · 1 citationarXiv
Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering2505.23604v1 · Guangtao Zeng, Maohao Shen, Delin Chen et al.2025 · 1 citationarXiv
Activated LoRA: Fine-tuned LLMs for Intrinsics2504.12397v5 · Kristjan Greenewald, Luis Lastras, Thomas Parnell et al.2025 · 1 citationarXiv
Neural correlates of visual object recognition in rats.40153435 · Rhee, Juliana Y, Echavarría, César, Soucy, Edward et al.2025 · 3 citationsCell reports. 2025;44(4):115461
Granite Embedding Models2502.20204v1 · Parul Awasthy, Aashka Trivedi, Yulong Li et al.2025 · 0 citationsarXiv
Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence2502.09927v1 · Granite Vision Team: Leonid Karlinsky, Assaf Arbelle, Abraham Daniels et al.2025 · 1 citationarXiv
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search2502.02508v3 · Maohao Shen, Guangtao Zeng, Zhenting Qi et al.2025 · 0 citationsarXiv
Power Scheduler: A Batch Size and Token Number Agnostic Learning Rate Scheduler2408.13359v2 · Yikang Shen, Matthew Stallone, Mayank Mishra et al.2024 · 1 citationarXiv
Scaling Granite Code Models to 128K Context2407.13739v1 · Matt Stallone, Vaibhav Saxena, Leonid Karlinsky et al.2024 · 1 citationarXiv
The infrastructure powering IBM's Gen AI model development2407.05467v2 · Talia Gershon, Seetharami Seelam, Brian Belgodere et al.2024 · 4 citationsarXiv
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks2407.00121v1 · Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal et al.2024 · 23 citationsarXiv
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts2406.12034v2 · Junmo Kang, Leonid Karlinsky, Hongyin Luo et al.2024 · 3 citationsarXiv
: towards data-free Transferable Parameter Efficient Finetuning2405.17258v1 · Runqian Wang, Soumya Ghosh, David Cox et al.2024 · 0 citationsarXiv
Granite Code Models: A Family of Open Foundation Models for Code Intelligence2405.04324v1 · Mayank Mishra, Matt Stallone, Gaoyuan Zhang et al.2024 · 16 citationsarXiv
LAB: Large-Scale Alignment for ChatBots2403.01081v3 · Shivchander Sudalairaj, Abhishek Bhandwaldar, Aldo Pareja et al.2024 · 7 citationsarXiv
Audio-Visual Neural Syntax Acquisition2310.07654v1 · Cheng-I Jeff Lai, Freda Shi, Puyuan Peng et al.2023 · 3 citationsarXiv
SALMON: Self-Alignment with Instructable Reward Models2310.05910v2 · Zhiqing Sun, Yikang Shen, Hongxin Zhang et al.2023 · 0 citationsarXiv
Self-Specialization: Uncovering Latent Expertise within Large Language Models2310.00160v2 · Junmo Kang, Hongyin Luo, Yada Zhu et al.2023 · 2 citationsarXiv
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision2305.03047v2 · Zhiqing Sun, Yikang Shen, Qinhong Zhou et al.2023 · 80 citationsarXiv
Embodied Concept Learner: Self-supervised Learning of Concepts and Mapping through Instruction Following2304.03767v1 · Mingyu Ding, Yan Xu, Zhenfang Chen et al.2023 · 11 citationsarXiv
Learning to Grow Pretrained Models for Efficient Transformer Training2303.00980v1 · Peihao Wang, Rameswar Panda, Lucas Torroba Hennigen et al.2023 · 18 citationsarXiv
Strategically managing learning during perceptual decision making.36786427 · Masís, Javier, Chapman, Travis, Rhee, Juliana Y et al.2023 · 28 citationseLife. 2023;12
Rapid Development of Compositional AI2302.05941v1 · Lee Martie, Jessie Rosenberg, Veronique Demers et al.2023 · 3 citations2023 IEEE/ACM 45th International Conference on Software Engineering: New Ideas and Emerging Technologies Results Track (ICSE-NIER), Melbourne, Australia, 2023, pp. (forthcoming)
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning2211.09790v2 · James Seale Smith, Paola Cascante-Bonilla, Assaf Arbelle et al.2022 · 15 citationsarXiv
Aligning Model and Macaque Inferior Temporal Cortex Representations Improves Model-to-Human Behavioral Alignment and Adversarial Robustness10.1101/2022.07.01.498495v1 · Dapello, J., Kar, K., Schrimpf, M. et al.2022 · 29 citationsbioRxiv
VALHALLA: Visual Hallucination for Machine Translation2206.00100v1 · Yi Li, Rameswar Panda, Yoon Kim et al.2022 · 36 citationsarXiv
ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers2204.09224v2 · Kaizhi Qian, Yang Zhang, Heting Gao et al.2022 · 70 citationsarXiv
Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception2111.06979v1 · Joel Dapello, Jenelle Feather, Hang Le et al.2021 · 8 citationsarXiv
Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks2110.14068v4 · Yonggan Fu, Qixuan Yu, Yang Zhang et al.2021 · 11 citationsarXiv
On the Interplay Between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis2110.01147v2 · Cheng-I Jeff Lai, Erica Cooper, Yang Zhang et al.2021 · 6 citationsarXiv
Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks.34310676 · Abrevaya, Germán, Dumas, Guillaume, Aravkin, Aleksandr Y et al.2021 · 6 citationsNeural computation. 2021;33(8):2087-2127
Global Rhythm Style Transfer Without Text Transcriptions2106.08519v1 · Kaizhi Qian, Yang Zhang, Shiyu Chang et al.2021 · 14 citationsarXiv
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators2106.06575v3 · Yonggan Fu, Yongan Zhang, Yang Zhang et al.2021 · 12 citationsarXiv
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition2106.05933v2 · Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu et al.2021 · 41 citationsarXiv
Object-Centric Diagnosis of Visual Reasoning2012.11587v1 · Jianwei Yang, Jiayuan Mao, Jiajun Wu et al.2020 · 10 citationsarXiv
Improving the Reconstruction of Disentangled Representation Learners via Multi-Stage Modeling2010.13187v3 · Akash Srivastava, Yamini Bansal, Yukun Ding et al.2020 · 3 citationsarXiv
not-so-BigGAN: Generating High-Fidelity Images on Small Compute with Wavelet-based Super-Resolution2009.04433v2 · Seungwook Han, Akash Srivastava, Cole Hurwitz et al.2020 · 2 citationsarXiv
Stable 3D Head Direction Signals in the Primary Visual Cortex10.1101/2020.09.04.283762v2 · Guitchounts, G., Lotter, W., Dapello, J. et al.2020 · 6 citationsbioRxiv
Rats strategically manage learning during perceptual decision making10.1101/2020.09.01.259911v1 · Masis, J. A., Chapman, T., Rhee, J. Y. et al.2020 · 12 citationsbioRxiv
Lifelong Object Detection2009.01129v1 · Wang Zhou, Shiyu Chang, Norma Sosa et al.2020 · 29 citationsarXiv
Encoding of 3D Head Orienting Movements in the Primary Visual Cortex.32783881 · Guitchounts, Grigori, Masís, Javier, Wolff, Steffen B E et al.2020 · 72 citationsNeuron. 2020;108(3):512-525.e4
ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation2007.04954v2 · Chuang Gan, Jeremy Schwartz, Seth Alter et al.2020 · 138 citationsarXiv
Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations10.1101/2020.06.16.154542v2 · Dapello, J., Marques, T., Schrimpf, M. et al.2020 · 135 citationsbioRxiv
Unsupervised Speech Decomposition via Triple Information Bottleneck2004.11284v6 · Kaizhi Qian, Yang Zhang, Shiyu Chang et al.2020 · 122 citationsarXiv
A neural network trained for prediction mimics diverse features of biological neurons and perception.34291193 · Lotter, William, Kreiman, Gabriel, Cox, David2023 · 107 citationsNature machine intelligence. 2020;2(4):210-219
Career total: 187 works. 95 are in this corpus.Showing the 50 most recent.
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