Yaliang Li

Security Tensors as a Cross-Modal Bridge: Activating Text-Aligned Safety to Vision in LVLMs

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

AttriCtrl: A Generalizable Framework for Controlling Semantic Attribute Intensity in Diffusion Models

On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting

HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks

DetailMaster: Can Your Text-to-Image Model Handle Long Prompts?

ArtAug: Iterative Enhancement of Text-to-Image Models via Synthesis–Understanding Interaction

Group-Relative REINFORCE Is Secretly an Off-Policy Algorithm: Demystifying Some Myths About GRPO and Its Friends

Grounded in Reality: Learning and Deploying Proactive LLM from Offline Logs

BOTS: A Unified Framework for Bayesian Online Task Selection in LLM Reinforcement Finetuning

PAL-UI: Planning with Active Look-back for Vision-Based GUI Agents

AutoLoRA: Automatic LoRA Retrieval and Fine-Grained Gated Fusion for Text-to-Image Generation

Diversity as a Reward: Fine-Tuning LLMs on a Mixture of Domain-Undetermined Data

Provable Scaling Laws for the Test-Time Compute of Large Language Models

Safety Layers in Aligned Large Language Models: The Key to LLM Security

Growth Inhibitors for Suppressing Inappropriate Image Concepts in Diffusion Models

Data-Juicer Sandbox: A Feedback-Driven Suite for Multimodal Data-Model Co-development

From Training-Free to Adaptive: Empirical Insights into MLLMs' Understanding of Detection Information

Data-Juicer Sandbox: A Comprehensive Suite for Multimodal Data-Model Co-development

Agent-Oriented Planning in Multi-Agent Systems

LESS IS MORE: HIGH-VALUE DATA SELECTION FOR VISUAL INSTRUCTION TUNING

Make LLMs better zero-shot reasoners: structure-oriented autonomous reasoning

Large-Scale Dynamic Graph Generation via LLM-based Agent Simulation

BiMix: Bivariate Data Mixing Law for Language Model Pretraining

Exploring Selective Layer Fine-Tuning in Federated Learning

ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning

On the Design and Analysis of LLM-Based Algorithms

Very Large-Scale Multi-Agent Simulation with LLM-Powered Agents