Fei Huang

OpenReview

Affiliations

Qwen Team, Alibaba Group

papers

3,678

total citations

papers (27)

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

NEURIPS 2023arXiv

731

citations

mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration

CVPR 2024arXiv

614

citations

Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch

ICML 2024arXiv

531

citations

RRHF: Rank Responses to Align Language Models with Human Feedback

NEURIPS 2023arXiv

487

citations

Preference Ranking Optimization for Human Alignment

AAAI 2024arXiv

337

citations

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

ICLR 2025arXiv

243

citations

Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

CVPR 2024arXiv

121

citations

HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training

ICCV 2023arXiv

citations

OmniParser: A Unified Framework for Text Spotting Key Information Extraction and Table Recognition

CVPR 2024arXiv

citations

EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce

AAAI 2024arXiv

citations

SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents

NEURIPS 2023arXiv

citations

Training-Free Long-Context Scaling of Large Language Models

ICML 2024arXiv

citations

Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning

NEURIPS 2022arXiv

citations

Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent

ICLR 2025arXiv

citations

SPA: A Graph Spectral Alignment Perspective for Domain Adaptation

NEURIPS 2023arXiv

citations

SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding

AAAI 2024arXiv

citations

Advancing Language Multi-Agent Learning with Credit Re-Assignment for Interactive Environment Generalization

COLM 2025arXiv

citations

BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization.

ICCV 2023arXiv

citations

SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization

CVPR 2025arXiv

citations

Learning Trajectory-Word Alignments for Video-Language Tasks

ICCV 2023arXiv

citations

Self-Evolving Critique Abilities in Large Language Models

COLM 2025arXiv

citations

AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization

CVPR 2025arXiv

citations

Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning

ICML 2025arXiv

citations

Platypus: A Generalized Specialist Model for Reading Text in Various Forms

ECCV 2024arXiv

citations

EMMA-X: An EM-like Multilingual Pre-training Algorithm for Cross-lingual Representation Learning

NEURIPS 2023arXiv

citations

CateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration

ICML 2025

citations

Debiased and Denoised Entity Recognition from Distant Supervision

NEURIPS 2023

citations