Yuwei Niu

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upvoted a paper 2 days ago

Work Agents: Systems, Capabilities, and Optimization

Paper • 2610.35845 • Published 3 days ago • 118

upvoted 2 papers 6 days ago

Deep Search in Real-World Web Environments

Paper • 2610.30181 • Published 10 days ago • 189

Cola2: Co-Adaptive Hierarchical Language Modeling with Continuous Semantic Compression and Balanced Discrete Generation

Paper • 2610.31305 • Published 7 days ago • 29

upvoted 2 papers 10 days ago

HexaShell: A Thin Harness for Exploring the Limits of VLM Agents as Robot Coding Agents

Paper • 2610.23479 • Published 13 days ago • 125

Execution Before Memory: Diagnosing Memory Failures in Video World Models

Paper • 2610.23542 • Published 13 days ago • 35

upvoted 2 papers 13 days ago

Self-Evolving Agent Harness

Paper • 2610.18813 • Published 16 days ago • 103

Can World and Action Modeling Benefit Each Other under Unified Causal Training?

Paper • 2610.21095 • Published 14 days ago • 36

upvoted a paper 17 days ago

Rethinking World-Action Model for Compositional and In-Context Robotic Manipulation

Paper • 2610.02368 • Published 28 days ago • 74

upvoted a paper 27 days ago

OneStreamer: Unifying Perception, Memory, and Proactive Response in Streaming Video Interaction

Paper • 2610.01762 • Published 28 days ago • 241

upvoted a paper 29 days ago

EngiWorld: What Can Frontier Agents Deliver in Professional Engineering Environments?

Paper • 2609.37686 • Published about 1 month ago • 75

upvoted a paper 30 days ago

Learning Native Reflection in Unified Models with Interleaved Reinforcement Learning

Paper • 2609.35767 • Published Sep 28 • 50

upvoted a paper about 1 month ago

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

Paper • 2609.20519 • Published Sep 17 • 142

upvoted 3 papers about 2 months ago

SenseNova-U1.5: Towards Native Unified Visual Intelligence

Paper • 2609.11929 • Published Sep 10 • 174

OpenWAM: An Open, Modular Exploration Towards Systematic World-Action Model Pretraining

Paper • 2609.07398 • Published Sep 7 • 82

Uncovering Understanding-Generation Synergy in Native Unified Multimodal Models: From Representation, Task to System

Paper • 2609.01607 • Published Sep 1 • 24

upvoted 3 papers 2 months ago

JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution

Paper • 2608.25593 • Published Aug 26 • 115

Unlocking the Potential of Image Editing via Concept Scaling and Dense Supervision

Paper • 2608.16812 • Published Aug 17 • 53

EchoWM: Open and Enterable Omnimodal World Models

Paper • 2608.23189 • Published Aug 24 • 83

upvoted 2 papers 3 months ago

AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design

Paper • 2608.13560 • Published Aug 13 • 68

HumanCLAW: Can Vision-Language Models Act Through a Body?

Paper • 2607.27180 • Published Jul 29 • 77