Repositories list

• landscape-of-thoughts

  Public
  [ICLR 2025 Workshop] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"

  Jupyter Notebook

  •

  MIT License

  •2•34•1•0•Updated Aug 16, 2025Aug 16, 2025

• Co-Reward

  Public
  [arXiv:2508.00410] "Co-Reward: Self-supervised Reinforcement Learning for Large Language Model Reasoning via Contrastive Agreement"

  Python

  •

  MIT License

  •4•36•0•0•Updated Aug 15, 2025Aug 15, 2025

• NoisyRationales

  Public
  [NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"

  Python

  •2•36•0•0•Updated Jul 18, 2025Jul 18, 2025

• ECON

  Public
  [ICML 2025] "From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium"

  Python

  •

  MIT License

  •1•21•1•0•Updated Jul 10, 2025Jul 10, 2025

• AR-Bench

  Public
  [ICML 2025] "From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?"

  Python

  •3•33•1•0•Updated Jul 9, 2025Jul 9, 2025

• SatImp

  Public
  [ICML 2025] "Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning"

  Python

  •0•0•0•0•Updated Jul 6, 2025Jul 6, 2025

• GRU

  Public
  [ICML 2025] "GRU: Mitigating the Trade-off between Unlearning and Retention for LLMs"

  Python

  •0•1•0•0•Updated Jul 5, 2025Jul 5, 2025

• BiDO_plus

  Public
  [TPAMI 2025] "Unknown-Aware Bilateral Dependency Optimization for Defending Against Model Inversion Attacks"

  model-inversion-defenses

  Python

  •

  MIT License

  •0•0•0•0•Updated Jun 17, 2025Jun 17, 2025

• DAD

  Public
  [ICML 2025] "One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy"

  Python

  •1•2•0•0•Updated Jun 6, 2025Jun 6, 2025

• Awesome-model-inversion-attack

  Public
  [arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"

  14•1•0•0•Updated Jun 5, 2025Jun 5, 2025

• tmlr-group.github.io

  Public
  JavaScript

  •0•0•0•0•Updated May 26, 2025May 26, 2025

• DecoupledVP

  Public
  [ICML 2025] "Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts". Official Website: https://github.com/tmlr-group/DecoupledVP

  Python

  •

  MIT License

  •1•2•0•0•Updated May 23, 2025May 23, 2025

• SSNI

  Public
  [ICML 2025] "Sample-Specific Noise Injection For Diffusion-Based Adversarial Purification"

  Python

  •1•0•0•0•Updated Mar 29, 2025Mar 29, 2025

• AttrVR

  Public
  [ICLR 2025] "Attribute-based Visual Reprogramming for Vision-Language Models" Official Website: https://github.com/tmlr-group/AttrVR

  Python

  •

  MIT License

  •1•2•0•0•Updated Mar 29, 2025Mar 29, 2025

• Unlearning-with-Control

  Public
  [ICLR 2025] "Towards Effective Evaluations and Comparisons for LLM Unlearning Methods"

  Python

  •0•2•1•0•Updated Mar 24, 2025Mar 24, 2025

• W-DOE

  Public
  [TPAMI 2025] "W-DOE: Wasserstein Distribution-agnostic Outlier Exposure"

  Python

  •1•0•0•0•Updated Mar 5, 2025Mar 5, 2025

• HPFL

  Public
  [ICLR 2025] "Hot-pluggable Federated Learning: Briding General and Personalized FL via Dynamic Selection"

  Python

  •1•1•0•0•Updated Feb 28, 2025Feb 28, 2025

• G-effect

  Public
  [ICLR 2025] "Rethinking LLM Unlearning Objectives: A Gradient Perspective and Go Beyond"

  Python

  •2•12•0•0•Updated Feb 27, 2025Feb 27, 2025

• ZS-NTTA

  Public
  [ICLR 2025] "Noisy Test-Time Adaptation in Vision-Language Models"

  Python

  •2•11•0•0•Updated Feb 22, 2025Feb 22, 2025

• FABFlex

  Public
  [ICLR 2025] "Fast and Accurate Blind Flexible Docking"

  Python

  •1•10•0•0•Updated Feb 16, 2025Feb 16, 2025

• EOE

  Public
  [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"

  Python

  •1•12•0•0•Updated Feb 15, 2025Feb 15, 2025

• SCIE

  Public
  [AAAI 2025] "Eliciting Causal Abilities in Large Language Models for Reasoning Tasks"

  Python

  •2•1•0•0•Updated Dec 23, 2024Dec 23, 2024

• BayesianLM

  Public
  [NeurIPS 2024 Oral] "Bayesian-Guided Label Mapping for Visual Reprogramming"

  Python

  •

  MIT License

  •2•11•0•0•Updated Dec 20, 2024Dec 20, 2024

• SMM

  Public
  [ICML 2024 Spotlight] "Sample-specific Masks for Visual Reprogramming-based Prompting"

  Python

  •

  MIT License

  •3•12•0•0•Updated Dec 20, 2024Dec 20, 2024

• CausalProbe-2024

  Public
  [NeurIPS 2024] "Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?"

  Python

  •1•0•0•0•Updated Dec 7, 2024Dec 7, 2024

• CausalCOAT

  Public
  [NeurIPS 2024] "Discovery of the Hidden World with Large Language Models"

  markov-modelbayesian-networkcausality+ 6causal-inferenceunstructured-datacausal-discoveryfoundation-modelslarge-language-modelscausal-representation-learning

  Jupyter Notebook

  •5•21•0•0•Updated Dec 2, 2024Dec 2, 2024

• PPDG-MI

  Public
  [NeurIPS 2024] "Pseudo-Private Data Guided Model Inversion Attacks"

  model-inversion-attacksprivacy-attacks

  Jupyter Notebook

  •0•3•0•0•Updated Nov 16, 2024Nov 16, 2024

• CoPA

  Public
  [NeurIPS 2024] "Mind the Gap between Prototypes and Images in Cross-domain Finetuning"

  Jupyter Notebook

  •

  MIT License

  •2•11•0•0•Updated Nov 15, 2024Nov 15, 2024

• .github

  Public
  0•0•0•0•Updated Nov 14, 2024Nov 14, 2024

• SCT

  Public
  [NeurIPS 2024] "Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection"

  Python

  •2•11•0•0•Updated Oct 28, 2024Oct 28, 2024