most citedLimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence

3 citations · 4 across the 6 of their papers we have counts for

collaborators

6 papers

cs.SE2025

RepoSummary: Feature-Oriented Summarization and Documentation Generation for Code Repositories

Yifeng Zhu, Xianlin Zhao, Xutian Li +4

Repository summarization is a crucial research question in development and maintenance for software engineering. Existing repository summarization techniques primarily focus on sum…

cs.DC2025

TridentServe: A Stage-level Serving System for Diffusion Pipelines

Yifei Xia, Fangcheng Fu, Hao Yuan +6

Diffusion pipelines, renowned for their powerful visual generation capabilities, have seen widespread adoption in generative vision tasks (e.g., text-to-image/video). These pipelin…

cs.LG2025★ 3 cited

LimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence

Xingxuan Zhang, Gang Ren, Han Yu +35

We argue that progress toward general intelligence requires complementary foundation models grounded in language, the physical world, and structured data. This report presents Limi…

cs.CL2025

TextOmics-Guided Diffusion for Hit-like Molecular Generation

Hang Yuan, Chen Li, Wenjun Ma +1

Hit-like molecular generation with therapeutic potential is essential for target-specific drug discovery. However, the field lacks heterogeneous data and unified frameworks for int…

cs.IR2025

Aug2Search: Enhancing Facebook Marketplace Search with LLM-Generated Synthetic Data Augmentation

Ruijie Xi, He Ba, Hao Yuan +4

Embedding-Based Retrieval (EBR) is an important technique in modern search engines, enabling semantic match between search queries and relevant results. However, search logging dat…

cs.AI2024★ 1 cited

KwaiAgents: Generalized Information-seeking Agent System with Large Language Models

Haojie Pan, Zepeng Zhai, Hao Yuan +5

Driven by curiosity, humans have continually sought to explore and understand the world around them, leading to the invention of various tools to satiate this inquisitiveness. Desp…