Lin Gui

Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States

Meta-Memory for Large Language Models

Distortion-free Watermarking for Large Language Models via Adaptive Top-$p$ Sampling

From Discrete to Continuous: One-Shot Multi-Position Character-Level Adversarial Attacks

Centrality-guided Pre-training for Graph

Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration

SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers

GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA

Enhance Graph Contrastive Learning with Perturbation Discrimination