Zichen Wen

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upvoted a paper about 2 hours ago

Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL

Paper • 2604.28123 • Published 5 days ago • 22

upvoted a paper 5 days ago

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling

Paper • 2604.28185 • Published 6 days ago • 85

upvoted a paper 20 days ago

OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models

Paper • 2604.10866 • Published 23 days ago • 65

upvoted a paper 26 days ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published 28 days ago • 323

upvoted 3 papers 3 months ago

OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence

Paper • 2602.08683 • Published Feb 9 • 52

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published Feb 5 • 353

Grounding and Enhancing Informativeness and Utility in Dataset Distillation

Paper • 2601.21296 • Published Jan 29 • 19

upvoted a collection 3 months ago

Multimodal LLM

Collection

370 items • Updated Feb 7 • 47

upvoted 2 papers 3 months ago

OmniSIFT: Modality-Asymmetric Token Compression for Efficient Omni-modal Large Language Models

Paper • 2602.04804 • Published Feb 4 • 50

Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published Feb 2 • 268

upvoted a collection 3 months ago

Innovator-VL

Collection

A Multimodal Large Language Model for Scientific Discovery • 9 items • Updated Mar 5 • 6

upvoted 2 papers 3 months ago

Innovator-VL: A Multimodal Large Language Model for Scientific Discovery

Paper • 2601.19325 • Published Jan 27 • 81

AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security

Paper • 2601.18491 • Published Jan 26 • 125

upvoted a paper 5 months ago

Accelerating Streaming Video Large Language Models via Hierarchical Token Compression

Paper • 2512.00891 • Published Nov 30, 2025 • 16

upvoted 4 papers 6 months ago

Scaling Agent Learning via Experience Synthesis

Paper • 2511.03773 • Published Nov 5, 2025 • 83

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 132

Multimodal Spatial Reasoning in the Large Model Era: A Survey and Benchmarks

Paper • 2510.25760 • Published Oct 29, 2025 • 17

Human-Agent Collaborative Paper-to-Page Crafting for Under $0.1

Paper • 2510.19600 • Published Oct 22, 2025 • 70

upvoted 2 papers 7 months ago

AI for Service: Proactive Assistance with AI Glasses

Paper • 2510.14359 • Published Oct 16, 2025 • 78

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 276