Ruiyi Zhang

Bayesian Data Reweighting Improves Retrieval in Knowledge-Based VQA

MusiXQA: Advancing Visual Music Understanding in Multimodal LLMs

Towards Visual Text Grounding of Multimodal Large Language Model

Spinning Straw into Gold: Relabeling LLM Agent Trajectories in Hindsight for Successful Demonstrations

VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding

CURV: Enhancing Chart Understanding through Visual Grounded Reasoning

GUI‑AIMA: Aligning Intrinsic Multi-Modal Attention with a Context Anchor for GUI Grounding

CaughtCheating: Is Your MLLM a Good Cheating Detective? Exploring the Boundary of Visual Perception and Reasoning

MDocAgent: A Multi-Modal Multi-Agent Framework for Document Question Answering

Reasoning-Based Personalized Generation for Users with Sparse Data

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations

DynaSaur: Large Language Agents Beyond Predefined Actions

SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding

VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use

VaQuitA: Enhancing Alignment in LLM-Assisted Zero-Shot Video Understanding

ADOPD-Instruct: A Large-Scale Multimodal Dataset for Document Editing

OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Document Archive

Taipan: Efficient and Expressive State Space Language Models with Selective Attention

LLaVA-Read: Enhancing Reading Ability of Multimodal Large Language Models

Enhancing Diffusion Posterior Sampling for Inverse Problems by Integrating Crafted Measurements