Ant Group

company

https://www.antgroup.com/en

AI & ML interests

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Recent Activity

Ningyu submitted a paper 1 day ago

LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis

Yhmeng1106 submitted a paper 21 days ago

CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives

Ningyu submitted a paper about 1 month ago

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis

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Papers

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis

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antgroup 's papers 19

Submitted by

Shumin Deng

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories

antgroup

Submitted by

Ningyu Zhang

LongDS-Bench: On the Failure of Long-Horizon Agentic Data Analysis

antgroup

Submitted by

Yihao Meng

CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives

antgroup

Submitted by

Ningyu Zhang

Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis

antgroup

2

Submitted by

Hongyu LIU

AvatarPointillist: AutoRegressive 4D Gaussian Avatarization

antgroup

Submitted by

Jiahao Yuan

Query as Anchor: Scenario-Adaptive User Representation via Large Language Model

antgroup

Submitted by

Jiahao Yuan

How Do Decoder-Only LLMs Perceive Users? Rethinking Attention Masking for User Representation Learning

antgroup

Submitted by

Yunhui Liu

Bridging Academia and Industry: A Comprehensive Benchmark for Attributed Graph Clustering

antgroup

Deep GraphRAG: A Balanced Approach to Hierarchical Retrieval and Adaptive Integration

antgroup

Submitted by

rain

LSRIF: Logic-Structured Reinforcement Learning for Instruction Following

antgroup

Submitted by

Ningyu Zhang

Can We Predict Before Executing Machine Learning Agents?

antgroup

Submitted by

Yihao Meng

The World is Your Canvas: Painting Promptable Events with Reference Images, Trajectories, and Text

antgroup

Submitted by

taesiri

LLaDA2.0: Scaling Up Diffusion Language Models to 100B

antgroup

Submitted by

Ningyu Zhang

InnoGym: Benchmarking the Innovation Potential of AI Agents

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2

Submitted by

taesiri

HoloCine: Holistic Generation of Cinematic Multi-Shot Long Video Narratives

antgroup

Submitted by

taesiri

Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning

antgroup

Submitted by

Ningyu Zhang

Executable Knowledge Graphs for Replicating AI Research

antgroup

Submitted by

Sunhao Dai

Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn LLM Agents

antgroup

Submitted by

Hongzhan Lin

EvolProver: Advancing Automated Theorem Proving by Evolving Formalized Problems via Symmetry and Difficulty

antgroup

2