Zhixin Cai

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upvoted a paper 5 days ago

LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics

Paper • 2604.17295 • Published 10 days ago • 84

upvoted a paper 8 days ago

Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation

Paper • 2604.18168 • Published 9 days ago • 97

upvoted 3 papers about 1 month ago

LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning

Paper • 2603.21065 • Published Mar 22 • 77

Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models

Paper • 2603.22212 • Published Mar 23 • 126

Video-CoE: Reinforcing Video Event Prediction via Chain of Events

Paper • 2603.14935 • Published Mar 16 • 91

upvoted 2 papers about 2 months ago

Geometry-Guided Reinforcement Learning for Multi-view Consistent 3D Scene Editing

Paper • 2603.03143 • Published Mar 3 • 146

From Scale to Speed: Adaptive Test-Time Scaling for Image Editing

Paper • 2603.00141 • Published Feb 24 • 138

upvoted a paper 2 months ago

MobilityBench: A Benchmark for Evaluating Route-Planning Agents in Real-World Mobility Scenarios

Paper • 2602.22638 • Published Feb 26 • 107

upvoted 6 papers 3 months ago

Code2World: A GUI World Model via Renderable Code Generation

Paper • 2602.09856 • Published Feb 10 • 202

FASA: Frequency-aware Sparse Attention

Paper • 2602.03152 • Published Feb 3 • 155

Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models

Paper • 2601.20354 • Published Jan 28 • 112

Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation

Paper • 2601.20614 • Published Jan 28 • 120

Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation

Paper • 2512.24271 • Published Dec 30, 2025 • 64

Urban Socio-Semantic Segmentation with Vision-Language Reasoning

Paper • 2601.10477 • Published Jan 15 • 156

upvoted a paper 4 months ago

Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization

Paper • 2601.05432 • Published Jan 8 • 171