Zinan Lin

Differentially Private Synthetic Data via APIs 4: Tabular Data

BlueCodeAgent: A Blue Teaming Agent Enabled by Automated Red Teaming for CodeGen AI

NI Sampling: Accelerating Discrete Diffusion Sampling by Token Order Optimization

FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation

RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents

Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Models

PE-SGD: Differentially Private Deep Learning via Evolution of Gradient Subspace for Text

DP-RFT: Learning to Generate Synthetic Text via Differentially Private Reinforcement Fine-tuning

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models

Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification

Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation

Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching

Synthesize Privacy-Preserving High-Resolution Images via Private Textual Intermediaries

Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better

ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation

KnowData: Knowledge-Enabled Data Generation for Improving Multimodal Models

Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs

RedCodeAgent: Automatic Red-teaming Agent against Code Agents