Jinsong Su

When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation

UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings

A State-Transition Framework for Efficient LLM Reasoning

Bi-directional Bias Attribution: Debiasing Large Language Models without Modifying Prompts

Training Matryoshka Mixture-of-Experts for Elastic Inference-Time Expert Utilization

Cross-Lingual Data Scaling for Large Language Models

SPEC-RL: Accelerating On-Policy Reinforcement Learning via Speculative Rollouts

Probing Latent Knowledge Conflict for Faithful Retrieval-Augmented Generation

EpiCoder: Encompassing Diversity and Complexity in Code Generation

AVG-LLaVA: A Large Multimodal Model with Adaptive Visual Granularity

VEBench: Towards Comprehensive and Automatic Evaluation for Text-guided Video Editing

Unsupervised 2D Molecule Drug-likeness Prediction based on Knowledge Distillation