Jiancheng Liu

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updated 3 models 4 months ago

OPTML-Group/TOFU-origin-Llama-2-7b-chat

Text Generation • Updated Nov 6, 2024 • 27

OPTML-Group/SimNPO-MUSE-News-Llama-2-7b

Text Generation • Updated Nov 6, 2024 • 18

OPTML-Group/SimNPO-WMDP-zephyr-7b-beta

Text Generation • Updated Nov 6, 2024 • 59

updated a model 5 months ago

OPTML-Group/SimNPO-TOFU-forget05-Llama-2-7b-chat

Text Generation • Updated Oct 30, 2024 • 724

updated a collection 5 months ago

SimNPO-Unlearned Models

Collection

This collection hosts the SimNPO-unlearned models over TOFU, MUSE, and WMDP unlearning benchmarks. • 6 items • Updated Oct 30, 2024 • 3

upvoted a collection 5 months ago

SimNPO-Unlearned Models

Collection

This collection hosts the SimNPO-unlearned models over TOFU, MUSE, and WMDP unlearning benchmarks. • 6 items • Updated Oct 30, 2024 • 3

updated a collection 5 months ago

SimNPO-Unlearned Models

Collection

This collection hosts the SimNPO-unlearned models over TOFU, MUSE, and WMDP unlearning benchmarks. • 6 items • Updated Oct 30, 2024 • 3

authored 9 papers 5 months ago

DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training

Paper • 2310.02025 • Published Oct 3, 2023 • 1

Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning

Paper • 2310.08782 • Published Oct 13, 2023

To Generate or Not? Safety-Driven Unlearned Diffusion Models Are Still Easy To Generate Unsafe Images ... For Now

Paper • 2310.11868 • Published Oct 18, 2023

SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation

Paper • 2310.12508 • Published Oct 19, 2023

UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models

Paper • 2402.11846 • Published Feb 19, 2024 • 1

SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning

Paper • 2404.18239 • Published Apr 28, 2024

Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models

Paper • 2405.15234 • Published May 24, 2024

ChainQueen: A Real-Time Differentiable Physical Simulator for Soft Robotics

Paper • 1810.01054 • Published Oct 2, 2018

Model Sparsity Can Simplify Machine Unlearning

Paper • 2304.04934 • Published Apr 11, 2023