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Papers

Rethinking Shrinkage Bias in LLM FP4 Pretraining: Geometric Origin, Systemic Impact, and UFP4 Recipe

RODS: Reward-Driven Online Data Synthesis for Multi-Turn Tool-Use Agents

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inclusionAI 's papers 20

Submitted by

Qian Zhao

Rethinking Shrinkage Bias in LLM FP4 Pretraining: Geometric Origin, Systemic Impact, and UFP4 Recipe

inclusionAI

3

Submitted by

Ruishan FANG

RODS: Reward-Driven Online Data Synthesis for Multi-Turn Tool-Use Agents

inclusionAI

Submitted by

Adina Yakefu

Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale

inclusionAI

Submitted by

Zhen Yang

MemDreamer: Decoupling Perception and Reasoning for Long Video Understanding via Hierarchical Graph Memory and Agentic Retrieval Mechanism

inclusionAI

2

Submitted by

taesiri

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

inclusionAI

Submitted by

Sunhao Dai

DR-Venus: Towards Frontier Edge-Scale Deep Research Agents with Only 10K Open Data

inclusionAI

Submitted by

Lai Wei

Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception

inclusionAI

Submitted by

Zhangxuan Gu

UI-Venus-1.5 Technical Report

inclusionAI

Submitted by

yihongzhuang

LLaDA2.1: Speeding Up Text Diffusion via Token Editing

inclusionAI

Submitted by

Zhangxuan Gu

VenusBench-GD: A Comprehensive Multi-Platform GUI Benchmark for Diverse Grounding Tasks

inclusionAI

2

Submitted by

Zhenglin Cheng

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

inclusionAI

Submitted by

Bingguang Hao

FunReason-MT Technical Report: Overcoming the Complexity Barrier in Multi-Turn Function Calling

inclusionAI

Submitted by

taesiri

Ming-Flash-Omni: A Sparse, Unified Architecture for Multimodal Perception and Generation

inclusionAI

Ming-UniAudio: Speech LLM for Joint Understanding, Generation and Editing with Unified Representation

inclusionAI

Submitted by

Zhang Zhiqiang

Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation

inclusionAI

2

Submitted by

Xiaolong Wang

ARGenSeg: Image Segmentation with Autoregressive Image Generation Model

inclusionAI

Submitted by

taesiri

Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model

inclusionAI

Submitted by

Siyuan Lu (SII)

Don't Just Fine-tune the Agent, Tune the Environment

inclusionAI

3

Submitted by

zheng

Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer

inclusionAI

Submitted by

taesiri

MultiEdit: Advancing Instruction-based Image Editing on Diverse and Challenging Tasks

inclusionAI