DG
Dan Gutfreund
cs.LGcs.AIcs.CVcs.ROcs.CLcs.SEAlgorithmsArtificial IntelligenceCompetitive Behaviorcs.CE
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
W_8ybqqedn·v1published
Preprints & journals
26 papers in the corpus · 2019–2026RACE: RoPE-Aligned Attention Compression Based on Query-Key Activation Energies2610.28385v1 · Irene Tenison, Abdulrahman Alabdulkareem, Daniel Karl I. Weidele et al.2026 · 0 citationsarXivon Valency
Swarm Telepathy: Prefill-Free KV-Cache Transfer Across Families2610.15095v1 · Abdulrahman Alabdulkareem, Irene Tenison, Yang Zhang et al.2026 · 0 citationsarXiv
The Sparsity Whisperer2608.06630v1 · Linghao Kong, Inimai Subramanian, Micah Adler 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
How Much Reasoning Do Retrieval-Augmented Models Add beyond LLMs? A Benchmarking Framework for Multi-Hop Inference over Hybrid Knowledge2602.10210v1 · Junhong Lin, Bing Zhang, Song Wang et al.2026 · 0 citationsarXiv
BOAD: Discovering Hierarchical Software Engineering Agents via Bandit Optimization2512.23631v2 · Iris Xu, Guangtao Zeng, Zexue He et al.2025 · 0 citationsarXiv
ChartGen: Scaling Chart Understanding Via Code-Guided Synthetic Chart Generation2507.19492v1 · Jovana Kondic, Pengyuan Li, Dhiraj Joshi et al.2025 · 0 citationsarXiv
Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering2505.23604v1 · Guangtao Zeng, Maohao Shen, Delin Chen et al.2025 · 1 citationarXiv
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
M+: Extending MemoryLLM with Scalable Long-Term Memory2502.00592v2 · Yu Wang, Dmitry Krotov, Yuanzhe Hu et al.2025 · 1 citationarXiv
LInK: Learning Joint Representations of Design and Performance Spaces through Contrastive Learning for Mechanism Synthesis2405.20592v2 · Amin Heyrani Nobari, Akash Srivastava, Dan Gutfreund et al.2024 · 3 citationsTransactions on Machine Learning Research, 2835-885, 2024
Constraining Generative Models for Engineering Design with Negative Data2306.15166v2 · Lyle Regenwetter, Giorgio Giannone, Akash Srivastava et al.2023 · 2 citationsarXiv
3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation2302.03744v3 · Guangyao Zhou, Nishad Gothoskar, Lirui Wang et al.2023 · 3 citationsarXiv
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design2302.02913v5 · Lyle Regenwetter, Akash Srivastava, Dan Gutfreund et al.2023 · 53 citationsarXiv
Multi-Moments in Time: Learning and Interpreting Models for Multi-Action Video Understanding.34752386 · Monfort, Mathew, Pan, Bowen, Ramakrishnan, Kandan et al.2022 · 73 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(12):9434-9445
LINKS: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic design2208.14567v1 · Amin Heyrani Nobari, Akash Srivastava, Dan Gutfreund et al.2022 · 21 citationsarXiv
Solving the Baby Intuitions Benchmark with a Hierarchically Bayesian Theory of Mind2208.02914v1 · Tan Zhi-Xuan, Nishad Gothoskar, Falk Pollok et al.2022 · 6 citationsarXiv
Finding Fallen Objects Via Asynchronous Audio-Visual Integration2207.03483v1 · Chuang Gan, Yi Gu, Siyuan Zhou et al.2022 · 15 citationsarXiv
3DP3: 3D Scene Perception via Probabilistic Programming2111.00312v1 · Nishad Gothoskar, Marco Cusumano-Towner, Ben Zinberg et al.2021 · 15 citationsarXiv
Incorporating Rich Social Interactions Into MDPs2110.10298v3 · Ravi Tejwani, Yen-Ling Kuo, Tianmin Shu et al.2021 · 6 citationsarXiv
The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark for Physically Realistic Embodied AI2103.14025v1 · Chuang Gan, Siyuan Zhou, Jeremy Schwartz et al.2021 · 11 citationsarXiv
An autonomous debating system.33731946 · Slonim, Noam, Bilu, Yonatan, Alzate, Carlos et al.2021 · 244 citationsNature. 2021;591(7850):379-384
AGENT: A Benchmark for Core Psychological Reasoning2102.12321v4 · Tianmin Shu, Abhishek Bhandwaldar, Chuang Gan et al.2021 · 34 citationsarXiv
Template Controllable keywords-to-text Generation2011.03722v1 · Abhijit Mishra, Md Faisal Mahbub Chowdhury, Sagar Manohar et al.2020 · 3 citationsarXiv
ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation2007.04954v2 · Chuang Gan, Jeremy Schwartz, Seth Alter et al.2020 · 138 citationsarXiv
SimVAE: Simulator-Assisted Training forInterpretable Generative Models1911.08051v1 · Akash Srivastava, Jessie Rosenberg, Dan Gutfreund et al.2019 · 0 citationsarXiv
Career total: 67 works. 26 are in this corpus.
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