Mingyi Hong

poborskypaul's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

authored 8 papers 6 months ago

Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning

Paper • 2310.08782 • Published Oct 13, 2023

Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark

Paper • 2402.11592 • Published Feb 18, 2024 • 2

How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective

Paper • 2203.14195 • Published Mar 27, 2022

Advancing Model Pruning via Bi-level Optimization

Paper • 2210.04092 • Published Oct 8, 2022 • 1

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

Paper • 2405.15234 • Published May 24, 2024 • 1

Learning Explainable Dense Reward Shapes via Bayesian Optimization

Paper • 2504.16272 • Published Apr 22 • 5

Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Credit Assignment

Paper • 2505.11821 • Published May 17 • 14

InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction

Paper • 2505.10887 • Published May 16 • 10