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Hui Liu

Papers
21

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21papers

Authored papers

21

Position: Agentic Evolution is the Path to Evolving LLMs

arXiv 2026

2026

From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models

arXiv 2026

2026

MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution

arXiv 2026

2026

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems

arXiv 2026

2026

Agentic Reasoning for Large Language Models

arXiv 2026

2026

SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures

CVPR 2025 1

2025

Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation

arXiv 2025

2025

MedVLSynther: Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs

arXiv 2025

2025

Baichuan-Omni-1.5 Technical Report

arXiv 2025

2025

m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning with Large Language Models

arXiv 2025

2025

Towards Calibrated Deep Clustering Network

arXiv 2024

2024

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation

arXiv 2023

2023

On the Generalization of Training-based ChatGPT Detection Methods

arXiv 2023

2023

Label-free Node Classification on Graphs with Large Language Models (LLMS)

arXiv 2023

2023

Baichuan 2: Open Large-scale Language Models

arXiv 2023

2023

Generative Diffusion Models on Graphs: Methods and Applications

arXiv 2023

2023

ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction

ICCV 2023 1

2023

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Mixed Large Language Model Signals for Science Question Answering

arXiv 2023

2023

Syntax-Aware Network for Handwritten Mathematical Expression Recognition

CVPR 2022 1

2022

Graph2MDA: a multi-modal variational graph embedding model for predicting microbe-drug associations

arXiv 2021

2021

Multi-Scale One-Class Recurrent Neural Networks for Discrete Event Sequence Anomaly Detection

arXiv 2020

2020

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from 21 papers