Shuo Yang
- Papers
- 21
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Authored papers
21Flash-KMeans: Fast and Memory-Efficient Exact K-Means
arXiv 2026
DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data
arXiv 2026
FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization
arXiv 2026
Talk2Move: Reinforcement Learning for Text-Instructed Object-Level Geometric Transformation in Scenes
arXiv 2026
Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning
arXiv 2026
Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
arXiv 2025
RoboFAC: A Comprehensive Framework for Robotic Failure Analysis and Correction
arXiv 2025
HiconAgent: History Context-aware Policy Optimization for GUI Agents
arXiv 2025
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention
arXiv 2025
Radial Attention: $O(n\log n)$ Sparse Attention with Energy Decay for Long Video Generation
arXiv 2025
METOR: A Unified Framework for Mutual Enhancement of Objects and Relationships in Open-vocabulary Video Visual Relationship Detection
arXiv 2025
Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward
arXiv 2025
RealFactBench: A Benchmark for Evaluating Large Language Models in Real-World Fact-Checking
arXiv 2025
Post-Training Sparse Attention with Double Sparsity
arXiv 2024
Next Patch Prediction for Autoregressive Visual Generation
arXiv 2024
Data-efficient Fine-tuning for LLM-based Recommendation
arXiv 2024
PiCO: Peer Review in LLMs based on the Consistency Optimization
arXiv 2024
Improving Lens Flare Removal with General Purpose Pipeline and Multiple Light Sources Recovery
arXiv 2023
S-LoRA: Serving Thousands of Concurrent LoRA Adapters
arXiv 2023
Rethinking Benchmark and Contamination for Language Models with Rephrased Samples
arXiv 2023
PartImageNet: A Large, High-Quality Dataset of Parts
arXiv 2021
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