Differentiable Programming

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4 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. dOPT: Differentiating Conic Optimization via Geometric Reduction

    Sep 27, 2026Fengyu Yang, Connor W. Magoon, Tyler Watts +1Differentiable ProgrammingConstrained Optimization

    Department of Mathematics University of North Carolina at Chapel Hill

  2. Autonomous phase discovery

    Sep 27, 2026Shiyu Zhou, Yuxuan Zhang, Sebastian Wetzel +2Differentiable ProgrammingAutonomous Scientific Discovery

    Perimeter Institute for Theoretical Physics, Waterloo, Ontario N2L 2Y5, Canada · Department of Physics, Harvard University, Cambridge, Massachusetts 02138, USA · Institute of Physics, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland +2

  3. lapanda: A Matrix-Free Differentiable Solver for Nonconvex Constrained Optimization Layers

    Sep 27, 2026Yuankun Chen, Zifei Nie, Kangyu Lin +2Differentiable ProgrammingNonconvex Optimization

    School of Artificial Intelligence, Jilin University, China · Graduate School of Informatics, Kyoto University, JPN · Department of Civil and Systems Engineering, Johns Hopkins University, USA

  4. Ostrich: Taking Large Strides Through Stiff Contact in Differentiable Dynamics

    Sep 8, 2026Aleš Kučera, Karel ZimmermannTrajectory OptimizationContact-Rich Manipulation

    Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University in Prague, Prague, Czech Republic

  5. Hard-ReLU Gradient Descent Selects an Event-Free Sensitivity Limit

    Aug 31, 2026Xiaoyang Li, Runni ZhouDynamical SystemsAutomatic Differentiation

    College of Medicine and Biological Information Engineering Northeastern University, Shenyang, China

  6. Differentiate the Solver, Not the Equation: Reverse-Sweep Adjoints for Block Implicit Simulation

    Aug 9, 2026Lei Shu, Ying Jiang, Kui Wu +3Automatic DifferentiationDifferentiable Programming

    Stanford University · University of California, Los Angeles · LightSpeed Studios, Tencent America +1

  7. Fast LapSum: Exact Differentiable Top-kk at Million Scale

    Aug 7, 2026Jakub Antczak, Joanna Wojciechowicz, Kamil Książek +3Differentiable ProgrammingDifferentiable Optimization

    Wrocław University of Science and Technology, Wrocław, Poland. · Faculty of Mathematics and Computer Science, Jagiellonian University, Kraków, Poland.

  8. DFSC: Error-Controlled Differentiable Mittag-Leffler Propagation for Fractional Scientific Machine Learning

    Jul 31, 2026Ning Hu, Haitao Duan, Shuqun Li +1Differentiable ProgrammingScientific ML

    School of Mechanical Engineering, Hangzhou Dianzi University 1158 No. 2 Street, Qiantang District, Hangzhou 310018, China · School of Computer Science, Hangzhou Dianzi University 1158 No. 2 Street, Qiantang District, Hangzhou 310018, China · School of Mathematics and Physics, Xi’an Jiaotong-Liverpool University 111 Ren’ai Road, Suzhou 215123, China +1

  9. Fast, accurate, and differentiable: a neural-network surrogate for NRSur7dq4 precessing binary black hole waveforms

    Jul 27, 2026Michael Pürrer, Ashwin Girish, Lucy M. Thomas +2Neural Surrogate ModelingGravitational-Wave Astronomy

    Department of Physics, East Hall, University of Rhode Island, Kingston, RI 02881, USA · Institute for AI & Computational Research, Carothers Library, University of Rhode Island, Kingston, RI 02881, USA · 3TAPIR, California Institute of Technology, Pasadena, California 91125, USA +2

  10. Differentiable Logic Programming to Mitigate Reasoning Shortcuts in Neurosymbolic Systems

    Jul 23, 2026Akihiro Takemura, Katsumi InoueDifferentiable ProgrammingNeuro-Symbolic Reasoning

    National Institute of Informatics, Tokyo, Japan

  11. FlashPDE: A Drop-In Fused Triton Operator Library for Neural PDE Solvers

    Jul 20, 2026Peiyu Zang, Bosen Xie, Ruoxiang Xu +1Automatic DifferentiationNeural PDE Solvers

    School of Mathematical Sciences, Beijing Normal University · 2Beijing University of Posts and Telecommunications

  12. Differentiate the Evaluator, Not the Program: An Efficient Runtime Representation for Neuro-Symbolic Learning

    Jul 3, 2026Lucas ShenemanAutomatic DifferentiationDifferentiable Programming

    Institute for Interdisciplinary Data Sciences University of Idaho

  13. Mosaic: A Benchmark Suite for Differentiable Physics Solvers

    Jun 26, 2026Andrin Rehmann, Heiko Zimmermann, Dion HäfnerAutomatic DifferentiationPDE Solving

    Pasteur Labs, Brooklyn, NY, USA

  14. A Differentiable Atari VCS:A Complex, Fully Known Ground Truth for Explainable AI

    Jun 21, 2026Andreas Maier, Siming Bayer, Patrick KraussExplainable Artificial IntelligenceDifferentiable Programming

    Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, Germany · Mannheim Center for Neuromodulation and Neuroprosthetics, Heidelberg University, Germany

  15. Compiling Differentiable Audio Graphs to Real-Time DSP

    Jun 19, 2026Facundo Franchino, Sebastian J. SchlechtDifferentiable Programming

    Massachusetts Institute of Technology Cambridge, MA · Artificial Audio, Multimedia Communications and Signal Processing Friedrich-Alexander-Universität Erlangen-Nürnberg Erlangen, Germany

  16. Compile Once, Differentiate Everywhere: A Differentiable Meta-Circular Interpreter

    Jun 7, 2026Lucas ShenemanAutomatic DifferentiationProgram Synthesis

    Institute for Interdisciplinary Data Sciences University of Idaho

  17. Systematic LLM Translation of Legacy Scientific Code to Differentiable Frameworks: Application to a Land Surface Model

    Jun 4, 2026Aya Lahlou, Linnia Hawkins, Pierre GentineDifferentiable Programming

    Department of Earth and Environmental Engineering, Columbia University, New York, United States.

  18. PIVOT: Bridging Black-Scholes Implied-Volatility and Price Objectives via Differentiable Jäckel Operator

    Jun 4, 2026Raeid Saqur, Yannick Limmer, Anastasis Kratsios +2Quantitative FinanceDifferentiable Programming

    Mathematical Institute, University of Oxford · Vector Institute for AI · DRW +1

  19. Integrating Mechanistic and Data-Driven Models for Neurological Disorders through Differentiable Programming

    Jun 4, 2026Shah Pallav Dhanendrakumar, Saikat Pal, Sitikantha RoyNeural Surrogate ModelingDifferentiable Programming

    Department of Applied Mechanics, Indian Institute of Technology Delhi, New Delhi-110016, India · Yardi School of Artificial Intelligence, Indian Institute of Technology Delhi, New Delhi-110016, India

  20. Batched Differentiable Rigid Body Dynamics in PyTorch for GPU-Accelerated Robot Learning

    May 29, 2026Yue Wang, Yanran Xu, Wenbo Wu +2Multibody DynamicsRobot Dynamics Learning

    University of Southampton, Southampton, SO17 1BJ, UK

  21. The Neural Compiler: Program-to-Network Translation for Hybrid Scientific Machine Learning

    May 21, 2026Lucas ShenemanDifferentiable ProgrammingScientific ML

    Institute for Interdisciplinary Data Sciences University of Idaho

  22. Sutra: Tensor-Op RNNs as a Compilation Target for Vector Symbolic Architectures

    May 20, 2026Emma LeonhartLogical ReasoningDifferentiable Programming

  23. DiffPhD: A Unified Differentiable Solver for Projective Heterogeneous Materials in Elastodynamics with Contact-Rich GPU-Acceleration

    May 14, 2026Shih-Yu Lai, Sung-Han Tien, Jui-I Huang +9Robotics SimulationHyperelasticity

    National Taiwan University · MoonShine Animation Studio · National University of Singapore +3

  24. Differentiable Learning of Lifted Action Schemas for Classical Planning

    May 13, 2026Jonas Reiter, Jakob Elias Gebler, Hector GeffnerSymbolic PlanningDifferentiable Programming

    RWTH Aachen University

  25. SNAPO: Smooth Neural Adjoint Policy Optimization for Optimal Control via Differentiable Simulation

    May 7, 2026Dmitri Goloubentsev, Natalija KarpichinaPolicy OptimizationDifferentiable Programming

    MatLogica, U.K.

  26. ANDRE: An Attention-based Neuro-symbolic Differentiable Rule Extractor for Inductive Logic Programming

    May 5, 2026Iman Sharifi, Peng Wei, Saber FallahLogic ProgrammingDifferentiable Programming

    Dept. of Mechanical and Aerospace Engineering, George Washington University, USA · Dept. of Mechanical Engineering Sciences, University of Surrey, UK

  27. Block-Wise Differentiable Sinkhorn Attention: Tail-Refinement Gradients with a Gap-Aware Dustbin Bridge

    Apr 28, 2026Dylan FordeAutomatic DifferentiationTransformer Attention

    Independent Researcher

  28. Differentiable Satellite Constellation Configuration via Relaxed Coverage and Revisit Objectives

    Apr 21, 2026Shreeyam Kacker, Kerri CahoyDifferentiable ProgrammingDifferentiable Optimization

    Department of Aeronautics and Astronautics MIT

  29. Gradient-Based Program Synthesis with Neurally Interpreted Languages

    Apr 20, 2026Matthew V. Macfarlane, Clément Bonnet, Herke van Hoof +1Program SynthesisDifferentiable Programming

    AMLab, University of Amsterdam · Work completed while a visiting student at the University of Alberta. · Ndea +2

  30. Novel Algorithms for Smoothly Differentiable and Efficiently Vectorizable Contact Manifold Construction

    Apr 19, 2026Onur Beker, Andreas René Geist, Anselm Paulus +1Signed Distance FunctionsContact-Rich Robotic Manipulation

    University of Tübingen