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@UCSB-NLP-Chang UCSB ML&NLP Group

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    38 repositories

    • SHarP

      Public
      Official implementation for "SHarP: Saliency-based Pruning of Agent Harnesses"
      Python
      •
      MIT License
      •0•0•0•0•Updated Oct 6, 2026Oct 6, 2026

    • TIPER

      Public
      0•0•0•0•Updated Oct 4, 2026Oct 4, 2026

    • WorldAuditBench

      Public
      Official Repository of WorldAuditorBench
      benchmarkvlavlm
      benchmarkvlavlmembodied-agentmultimodal-agent
      Python
      •0•4•1•0•Updated Oct 4, 2026Oct 4, 2026

    • ScholarEvolve

      Public
      Learning from Research: Toward Lifelong Agent Harness Evolution
      0•1•0•0•Updated Sep 30, 2026Sep 30, 2026

    • ReCAP

      Public
      Persistent Context Graphs for Efficient Memory Compaction in LLM Agents
      0•0•0•0•Updated Sep 30, 2026Sep 30, 2026

    • FederatedSkill

      Public
      Official implementation for "FederatedSkill: Federated Learning for Agentic Skill Evolution"
      Python
      •
      Other
      •2•7•0•0•Updated Jun 23, 2026Jun 23, 2026

    • KT4EQG

      Public
      Official implementation for "KT4EQG: Personalized Exercise Question Generation via Knowledge Tracing"
      Python
      •
      MIT License
      •1•3•0•0•Updated May 26, 2026May 26, 2026

    • GroupMemBench

      Public
      Python
      •9•91•0•0•Updated May 14, 2026May 14, 2026

    • CompliBench

      Public
      Official implementation for "CompliBench: Benchmarking LLM Judges for Compliance Violation Detection in Dialogue Systems"
      Python
      •
      Apache License 2.0
      •0•5•0•0•Updated Apr 16, 2026Apr 16, 2026

    • Skill-Usage

      Public
      PDDL
      •5•48•3•0•Updated Apr 8, 2026Apr 8, 2026

    • AutoResearchAnything

      Public
      Python
      •
      Apache License 2.0
      •0•3•0•0•Updated Mar 16, 2026Mar 16, 2026

    • Ares

      Public
      Official implementation for "Ares: Adaptive Reasoning Effort Selection for Efficient LLM Agents"
      0•1•1•0•Updated Mar 4, 2026Mar 4, 2026

    • video_demo

      Public
      0•0•0•0•Updated Jan 20, 2026Jan 20, 2026

    • HarnessLLM

      Public
      Python
      •
      Apache License 2.0
      •0•7•0•3•Updated Jan 12, 2026Jan 12, 2026

    • Bridging-Modality-Gap

      Public
      Python
      •0•2•0•0•Updated Nov 22, 2025Nov 22, 2025

    • RL-watermark

      Public
      Python
      •0•3•1•0•Updated Nov 17, 2025Nov 17, 2025

    • KVLink

      Public
      Python
      •7•48•4•0•Updated Oct 16, 2025Oct 16, 2025

    • WebDART

      Public
      Official implementation for "WebDART: Dynamic Decomposition and Re-planning for Complex Web Tasks"
      Python
      •1•0•0•0•Updated Oct 9, 2025Oct 9, 2025

    • ThinkPrune

      Public
      Python
      •
      Apache License 2.0
      •2•47•4•0•Updated Sep 27, 2025Sep 27, 2025

    • Visual-Spatial-Planning

      Public
      Official release of the benchmark in paper "VSP: Diagnosing the Dual Challenges of Perception and Reasoning in Spatial Planning Tasks for MLLMs"
      Python
      •
      MIT License
      •2•23•0•0•Updated Aug 1, 2025Aug 1, 2025

    • KT2

      Public
      Official implementation for "A Hierarchical Probabilistic Framework for Incremental Knowledge Tracing in Classroom Settings"
      Python
      •
      MIT License
      •1•5•0•0•Updated Jun 12, 2025Jun 12, 2025

    • BTProp

      Public
      Python
      •0•9•0•0•Updated Apr 22, 2025Apr 22, 2025

    • contrastive-watermark

      Public
      Python
      •0•4•0•0•Updated Apr 4, 2025Apr 4, 2025

    • Prereq_tune

      Public
      Implementation for the paper "Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning"
      Python
      •
      MIT License
      •0•11•0•0•Updated Jan 10, 2025Jan 10, 2025

    • DiffSTE

      Public
      Python
      •
      MIT License
      •9•104•8•0•Updated Aug 1, 2024Aug 1, 2024

    • causal_unlearn

      Public
      [EMNLP 2024] "Revisiting Who's Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective"
      Python
      •
      MIT License
      •0•35•0•0•Updated Jul 22, 2024Jul 22, 2024

    • ULD

      Public
      Implementation of paper 'Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference' [NeurIPS'24]
      nlptransformerspytorch
      nlptransformerspytorchunlearninglarge-language-models
      Python
      •
      MIT License
      •3•26•1•0•Updated Jun 14, 2024Jun 14, 2024

    • SemanticSmooth

      Public
      Implementation of paper 'Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing'
      large-language-modelsllm-jailbreaks
      large-language-modelsllm-jailbreaks
      Python
      •
      MIT License
      •5•24•3•0•Updated Jun 9, 2024Jun 9, 2024

    • SelfDenoise

      Public
      Python
      •2•14•1•0•Updated May 7, 2024May 7, 2024

    • CoPaint

      Public
      Implementation of paper 'Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models'
      image-inpaintingdeblurringdiffusion-models
      image-inpaintingdeblurringdiffusion-models
      Python
      •8•77•1•0•Updated Apr 3, 2024Apr 3, 2024
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