Zhenglin Cheng PRO

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upvoted a paper 9 days ago

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Paper • 2604.20796 • Published 10 days ago • 237

upvoted a paper 17 days ago

Self-Adversarial One Step Generation via Condition Shifting

Paper • 2604.12322 • Published 18 days ago • 13

upvoted a paper 19 days ago

Structured Causal Video Reasoning via Multi-Objective Alignment

Paper • 2604.04415 • Published 26 days ago • 11

upvoted a paper 24 days ago

Memory Intelligence Agent

Paper • 2604.04503 • Published 26 days ago • 58

upvoted a paper about 1 month ago

Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-training

Paper • 2603.16139 • Published Mar 17 • 33

upvoted a paper about 2 months ago

Mode Seeking meets Mean Seeking for Fast Long Video Generation

Paper • 2602.24289 • Published Feb 27 • 41

upvoted a paper 2 months ago

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 521

upvoted 2 papers 3 months ago

DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing

Paper • 2602.12205 • Published Feb 12 • 82

UniReason 1.0: A Unified Reasoning Framework for World Knowledge Aligned Image Generation and Editing

Paper • 2602.02437 • Published Feb 2 • 80

upvoted a collection 4 months ago

TwinFlow

Collection

A collection of TwinFlow-accelerated diffusion models • 4 items • Updated Mar 25 • 7

upvoted a paper 5 months ago

TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows

Paper • 2512.05150 • Published Dec 3, 2025 • 77

upvoted a paper 6 months ago

UniGenBench++: A Unified Semantic Evaluation Benchmark for Text-to-Image Generation

Paper • 2510.18701 • Published Oct 21, 2025 • 68

upvoted 2 papers 11 months ago

LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs

Paper • 2506.14429 • Published Jun 17, 2025 • 44

Autoregressive Semantic Visual Reconstruction Helps VLMs Understand Better

Paper • 2506.09040 • Published Jun 10, 2025 • 34

upvoted a paper 12 months ago

Unified Continuous Generative Models

Paper • 2505.07447 • Published May 12, 2025 • 42

upvoted 2 papers about 1 year ago

Packing Input Frame Context in Next-Frame Prediction Models for Video Generation

Paper • 2504.12626 • Published Apr 17, 2025 • 51

Unified Reward Model for Multimodal Understanding and Generation

Paper • 2503.05236 • Published Mar 7, 2025 • 124

upvoted 3 papers over 1 year ago

GPT-4o System Card

Paper • 2410.21276 • Published Oct 25, 2024 • 87

Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Paper • 2410.13848 • Published Oct 17, 2024 • 36

Baichuan-Omni Technical Report

Paper • 2410.08565 • Published Oct 11, 2024 • 87