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    22 repositories

    • VLC

      Public
      Code for "Can VLMs Reason Robustly? A Neuro-Symbolic Investigation"
      0•0•0•0•Updated Jun 16, 2026Jun 16, 2026

    • convex_data_valuation

      Public
      [ICML '26] Code repo for the paper entitled "Convex Dataset Valuation for Post-Training" at ICML 2026.
      data-selectionllm
      data-selectionllm
      Python
      •
      MIT License
      •0•1•0•0•Updated Jun 13, 2026Jun 13, 2026

    • TaskVectorBasis

      Public
      [TMLR] Code repo for the paper entitled Task Vector Bases: A Unified and Scalable Framework for Compressed Task Arithmetic"
      multitask-learningllmmodel-merging
      multitask-learningllmmodel-merging
      Python
      •
      MIT License
      •1•7•0•0•Updated Jun 13, 2026Jun 13, 2026

    • ChronoEarth492K

      Public
      ChronoEarth-492K: A Large Scale and Long Horizon Spatiotemporal Hyperspectral Earth Observation Dataset and Benchmark
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated May 21, 2026May 21, 2026

    • LESSViT

      Public
      LESSViT: Robust Hyperspectral Representation Learning under Spectral Configuration Shift
      Python
      •0•1•0•0•Updated May 19, 2026May 19, 2026

    • AdaOMD-TCH

      Public
      [TMLR] Adaptive Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Learning
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated May 4, 2026May 4, 2026

    • .github

      Public
      Trustworthy ML Lab @ UIUC
      MIT License
      •0•0•0•0•Updated Mar 1, 2026Mar 1, 2026

    • Localize-and-Stitch

      Public
      Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic
      multi-task-learningllmmodel-merging
      multi-task-learningllmmodel-merging
      Python
      •
      MIT License
      •0•32•0•0•Updated Feb 18, 2026Feb 18, 2026

    • MergeBench

      Public
      [NeurIPS 2025] MergeBench: A Benchmark for Merging Domain-Specialized LLMs
      Python
      •8•47•1•0•Updated Feb 11, 2026Feb 11, 2026

    • learnspn

      Public
      LearnSPN for Neural Probabilistic Circuit
      Java
      •
      Other
      •0•1•0•0•Updated Oct 31, 2025Oct 31, 2025

    • npc-models

      Public
      Neural Probabilistic Circuit Models
      Python
      •
      Other
      •0•1•0•0•Updated Oct 31, 2025Oct 31, 2025

    • npc-dataset-utils

      Public
      Neural Probabilistic Circuit Dataset Utilities
      Python
      •
      Other
      •0•1•0•0•Updated Oct 21, 2025Oct 21, 2025

    • RNPC

      Public
      Official repository for NeurIPS 2025 paper "Understanding and Improving Adversarial Robustness of Neural Probabilistic Circuits"
      Python
      •0•7•0•0•Updated Oct 14, 2025Oct 14, 2025

    • fair-classification

      Public
      Post-processing for fair classification
      machine-learningclassificationfairness
      machine-learningclassificationfairness
      Jupyter Notebook
      •
      MIT License
      •2•16•0•0•Updated Jun 30, 2025Jun 30, 2025

    • MiCRo

      Public
      Python
      •1•13•1•0•Updated Jun 5, 2025Jun 5, 2025

    • OTCPCC

      Public
      [ICLR '25] Code repo for the paper entitled "Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport" at ICLR 2025
      representation-learningoptimal-transport
      representation-learningoptimal-transport
      Python
      •
      MIT License
      •1•3•0•0•Updated Apr 19, 2025Apr 19, 2025

    • HypStructure

      Public
      [NeurIPS '24] Code repo for the paper entitled "Learning Structured Representations with Hyperbolic Embeddings" at NeurIPS 2024
      representation-learning
      representation-learning
      Python
      •
      MIT License
      •4•24•0•0•Updated Jan 22, 2025Jan 22, 2025

    • GOAT

      Public
      [JMLR] Gradual Domain Adaptation: Theory and Algorithms
      domain-adaptation
      domain-adaptation
      Python
      •
      MIT License
      •3•11•0•0•Updated Jan 14, 2025Jan 14, 2025

    • HierarchyCPCC

      Public
      representation-learning
      representation-learning
      Python
      •
      MIT License
      •3•10•0•0•Updated Oct 28, 2024Oct 28, 2024

    • ExcessMTL

      Public
      [ICML 2024] Robust Multi-Task Learning with Excess Risks
      multi-task-learning
      multi-task-learning
      Python
      •0•6•0•0•Updated Aug 31, 2024Aug 31, 2024

    • ISR

      Public
      Invariant-feature Subspace Recovery (ISR)
      domain-adaptation
      domain-adaptation
      Python
      •
      MIT License
      •5•23•0•0•Updated Sep 23, 2022Sep 23, 2022

    • Sum-Product-Networks

      Public
      C++ implementation of parameter learning algorithms for Sum-Product Networks, aka Probabilistic Circuits
      probabilistic-circuits
      probabilistic-circuits
      C++
      •
      MIT License
      •4•2•0•0•Updated Aug 17, 2018Aug 17, 2018
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