Xing Sun
- Papers
- 35
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Authored papers
35Toward Native Multimodal Modeling: A Roadmap
arXiv 2026
RISE-Video: Can Video Generators Decode Implicit World Rules?
arXiv 2026
Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding
arXiv 2026
Youtu-VL: Unleashing Visual Potential via Unified Vision-Language Supervision
arXiv 2026
Youtu-Parsing: Perception, Structuring and Recognition via High-Parallelism Decoding
arXiv 2026
Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion
arXiv 2026
VITA-E: Natural Embodied Interaction with Concurrent Seeing, Hearing, Speaking, and Acting
arXiv 2025
VITA-Audio: Fast Interleaved Cross-Modal Token Generation for Efficient Large Speech-Language Model
arXiv 2025
Incentivizing Reasoning for Advanced Instruction-Following of Large Language Models
arXiv 2025
TPLA: Tensor Parallel Latent Attention for Efficient Disaggregated Prefill and Decode Inference
arXiv 2025
Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization
arXiv 2025
SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space
arXiv 2025
Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models
arXiv 2025
Streaming Video Instruction Tuning
arXiv 2025
Training-Free Group Relative Policy Optimization
arXiv 2025
VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
arXiv 2025
Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuray
arXiv 2025
RocketEval: Efficient Automated LLM Evaluation via Grading Checklist
arXiv 2025
SmartSnap: Proactive Evidence Seeking for Self-Verifying Agents
arXiv 2025
RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following
arXiv 2025
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models
arXiv 2024
Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence
arXiv 2024
Leveraging Open Knowledge for Advancing Task Expertise in Large Language Models
arXiv 2024
Multimodal Label Relevance Ranking via Reinforcement Learning
arXiv 2024
Sinkhorn Distance Minimization for Knowledge Distillation
arXiv 2024
T2Vid: Translating Long Text into Multi-Image is the Catalyst for Video-LLMs
arXiv 2024
FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema
arXiv 2024
Aligning and Prompting Everything All at Once for Universal Visual Perception
arXiv 2023
Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image Retrieval
ICCV 2023 1
MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation
arXiv 2023
MMICT: Boosting Multi-Modal Fine-Tuning with In-Context Examples
arXiv 2023
Woodpecker: Hallucination Correction for Multimodal Large Language Models
arXiv 2023
Co-Salient Object Detection with Co-Representation Purification
arXiv 2023
D3G: Exploring Gaussian Prior for Temporal Sentence Grounding with Glance Annotation
ICCV 2023 1
Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion
arXiv 2020
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