Junyao Hu

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upvoted a paper 3 days ago

PackLab: A Comprehensive Framework for Developing, Training, and Evaluating MLLMs in Robotic Bin Packing

Paper • 2609.23784 • Published 8 days ago • 11

upvoted a paper 9 days ago

SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness

Paper • 2609.20519 • Published 11 days ago • 136

upvoted a paper about 1 month ago

Annotations as Rollouts: Efficient and Scalable Reinforcement Learning for Video MLLMs

Paper • 2608.20492 • Published Aug 20 • 87

upvoted a paper 2 months ago

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

Paper • 2607.07820 • Published Jul 8 • 95

upvoted 2 papers 3 months ago

Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning

Paper • 2607.07708 • Published Jul 8 • 88

Orchestra-o1: Omnimodal Agent Orchestration

Paper • 2606.13707 • Published Jun 10 • 49

upvoted 4 papers 4 months ago

DanceGRPO: Unleashing GRPO on Visual Generation

Paper • 2505.07818 • Published May 12, 2025 • 34

SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer

Paper • 2605.30409 • Published May 28 • 39

SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills

Paper • 2605.24117 • Published May 22 • 20

GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation

Paper • 2605.21605 • Published May 20 • 15

upvoted a paper 5 months ago

SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer

Paper • 2605.15178 • Published May 14 • 92

upvoted 7 papers 6 months ago

OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generation

Paper • 2604.11804 • Published Apr 13 • 73

PosterIQ: A Design Perspective Benchmark for Poster Understanding and Generation

Paper • 2603.24078 • Published Mar 25 • 1

RoomPlanner: Explicit Layout Planner for Easier LLM-Driven 3D Room Generation

Paper • 2511.17048 • Published Nov 21, 2025 • 2

UniFit: Towards Universal Virtual Try-on with MLLM-Guided Semantic Alignment

Paper • 2511.15831 • Published Nov 19, 2025 • 2

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 197

Garments2Look: A Multi-Reference Dataset for High-Fidelity Outfit-Level Virtual Try-On with Clothing and Accessories

Paper • 2603.14153 • Published Mar 14 • 3

Emotion-Director: Bridging Affective Shortcut in Emotion-Oriented Image Generation

Paper • 2512.19479 • Published Dec 22, 2025 • 1

upvoted a paper 7 months ago

HiFi-Inpaint: Towards High-Fidelity Reference-Based Inpainting for Generating Detail-Preserving Human-Product Images

Paper • 2603.02210 • Published Mar 2 • 30

upvoted a paper 8 months ago

Modality Gap-Driven Subspace Alignment Training Paradigm For Multimodal Large Language Models

Paper • 2602.07026 • Published Feb 2 • 141