Ziqi Huang

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upvoted a paper 5 days ago

Learning Native Reflection in Unified Models with Interleaved Reinforcement Learning

Paper • 2609.35767 • Published 6 days ago • 48

upvoted 2 papers about 1 month ago

VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning

Paper • 2608.26105 • Published Aug 26 • 192

V-Rubrics: Visual Faithfulness via Rubric-Based Reinforcement Learning

Paper • 2608.25580 • Published Aug 26 • 16

upvoted a paper about 2 months ago

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Paper • 2608.16859 • Published Aug 17 • 122

upvoted 2 papers 2 months ago

ACE-Data-0: Human-Centric Ambient Capture as Embodied Data Engine

Paper • 2607.28625 • Published Jul 30 • 47

Apple-π: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence

Paper • 2607.16401 • Published Jul 17 • 45

upvoted 2 papers 4 months ago

WBench: A Comprehensive Multi-turn Benchmark for Interactive Video World Model Evaluation

Paper • 2605.25874 • Published May 25 • 82

PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects

Paper • 2605.21572 • Published May 20 • 54

upvoted a paper 5 months ago

Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

Paper • 2604.22748 • Published Apr 24 • 158

upvoted a paper 6 months ago

Prompt Relay: Inference-Time Temporal Control for Multi-Event Video Generation

Paper • 2604.10030 • Published Apr 11 • 15

upvoted 4 papers 7 months ago

Demystifing Video Reasoning

Paper • 2603.16870 • Published Mar 17 • 116

HSImul3R: Physics-in-the-Loop Reconstruction of Simulation-Ready Human-Scene Interactions

Paper • 2603.15612 • Published Mar 16 • 52

ArtHOI: Articulated Human-Object Interaction Synthesis by 4D Reconstruction from Video Priors

Paper • 2603.04338 • Published Mar 4 • 24

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 202

upvoted 2 papers 8 months ago

UniT: Unified Multimodal Chain-of-Thought Test-time Scaling

Paper • 2602.12279 • Published Feb 12 • 20

DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation

Paper • 2601.22153 • Published Jan 29 • 77

upvoted a paper 9 months ago

BabyVision: Visual Reasoning Beyond Language

Paper • 2601.06521 • Published Jan 10 • 201

upvoted a collection 9 months ago

BabyVision

Collection

State-of-the-art MLLMs achieve PhD-level language reasoning but struggle with visual tasks that 3-year-olds solve effortlessly. • 2 items • Updated Jan 10 • 5

upvoted a paper 9 months ago

The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding

Paper • 2512.19693 • Published Dec 22, 2025 • 68

upvoted a paper 10 months ago

Exploring MLLM-Diffusion Information Transfer with MetaCanvas

Paper • 2512.11464 • Published Dec 12, 2025 • 15