Rui Yang
- Papers
- 34
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Authored papers
34OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond
arXiv 2026
Multimodal OCR: Parse Anything from Documents
arXiv 2026
Orchard: An Open-Source Agentic Modeling Framework
arXiv 2026
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey
arXiv 2026
OpenSpatial: A Principled Data Engine for Empowering Spatial Intelligence
arXiv 2026
Attention Sink in Transformers: A Survey on Utilization, Interpretation, and Mitigation
arXiv 2026
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL
arXiv 2026
AlphaGRPO: Unlocking Self-Reflective Multimodal Generation in UMMs via Decompositional Verifiable Reward
arXiv 2026
ViGoR-Bench: How Far Are Visual Generative Models From Zero-Shot Visual Reasoners?
arXiv 2026
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents
arXiv 2025
Seed1.5-VL Technical Report
arXiv 2025
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
arXiv 2025
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
arXiv 2025
DrivePI: Spatial-aware 4D MLLM for Unified Autonomous Driving Understanding, Perception, Prediction and Planning
arXiv 2025
MobileVLA-R1: Reinforcing Vision-Language-Action for Mobile Robots
arXiv 2025
Visual Spatial Tuning
arXiv 2025
Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models
arXiv 2025
Rethinking Diverse Human Preference Learning through Principal Component Analysis
arXiv 2025
Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment
arXiv 2024
Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards
arXiv 2024
KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques
arXiv 2024
Regularizing Hidden States Enables Learning Generalizable Reward Model for LLMs
arXiv 2024
Graphusion: Leveraging Large Language Models for Scientific Knowledge Graph Fusion and Construction in NLP Education
arXiv 2024
DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models
arXiv 2024
Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective
arXiv 2024
UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment
arXiv 2024
BoxSnake: Polygonal Instance Segmentation with Box Supervision
ICCV 2023 1
Towards Robust Offline Reinforcement Learning under Diverse Data Corruption
arXiv 2023
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instruction
NeurIPS 2023 11
Toward Real Text Manipulation Detection: New Dataset and New Solution
arXiv 2023
What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?
arXiv 2023
Towards Robust Offline-to-Online Reinforcement Learning via Uncertainty and Smoothness
arXiv 2023
Optimistic Curiosity Exploration and Conservative Exploitation with Linear Reward Shaping
arXiv 2022
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing
arXiv 2022
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