Songfang Huang

Alibaba Group (China) — China

Computer Science · Physical Sciences

30h-index3.3kcitations148works4.42yr avg
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Research Topics

Topic Modeling(92), Natural Language Processing Techniques(83), Multimodal Machine Learning Applications(49), Domain Adaptation and Few-Shot Learning(22), Speech Recognition and Synthesis(19)

Publications148 total

Unlocking the Potential of Model Merging for Low-Resource Languages
arXiv (Cornell University)·2024Open Access
Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models
arXiv (Cornell University)·2024Open Access
A Unified Conditional Diffusion Framework for Dual Protein Targets-Based Bioactive Molecule Generation
IEEE Transactions on Artificial Intelligence·2024· 4 cited
Harder Tasks Need More Experts: Dynamic Routing in MoE Models
arXiv (Cornell University)·2024· 3 citedOpen Access
Harder Task Needs More Experts: Dynamic Routing in MoE Models
2024· 9 citedOpen Access
Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation
2024· 8 citedOpen Access
Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models
2024· 10 citedOpen Access
Unlocking the Potential of Model Merging for Low-Resource Languages
2024· 1 citedOpen Access
A Survey on Open Information Extraction from Rule-based Model to Large Language Model
2024· 5 citedOpen Access
RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training
2023· 27 cited
Learning Trajectory-Word Alignments for Video-Language Tasks
2023· 2 cited
BUS : Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization
2023· 6 cited
Assisting schizophrenia diagnosis using clinical electroencephalography and interpretable graph neural networks: a real-world and cross-site study
Neuropsychopharmacology·2023· 10 citedOpen Access
BUS:Efficient and Effective Vision-language Pre-training with Bottom-Up Patch Summarization
arXiv (Cornell University)·2023· 1 citedOpen Access
DiffDTM: A conditional structure-free framework for bioactive molecules generation targeted for dual proteins
arXiv (Cornell University)·2023Open Access
Towards Adaptive Prefix Tuning for Parameter-Efficient Language Model Fine-tuning
arXiv (Cornell University)·2023· 1 citedOpen Access
Transforming Visual Scene Graphs to Image Captions
arXiv (Cornell University)·2023Open Access
VECO 2.0: Cross-lingual Language Model Pre-training with Multi-granularity Contrastive Learning
arXiv (Cornell University)·2023· 3 citedOpen Access
RRHF: Rank Responses to Align Language Models with Human Feedback without tears
arXiv (Cornell University)·2023· 34 citedOpen Access
Comparative Effectiveness of Digital Cognitive Behavioral Therapy vs Medication Therapy Among Patients With Insomnia
JAMA Network Open·2023· 29 citedOpen Access
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Frequent Co-authors

Chuanqi Tan(15), Fei Huang(13), Yansong Feng(10), Dongyan Zhao(9), Bin Bi(8), Fuli Luo(8), Fei Huang(7), Luo Si(7), Zheng Wang(6), Chenliang Li(6), Kun Xu(5), Ming Yan(5), Chengyu Wang(5), Wei Wang(5), Haiyang Xu(4), Zheng Yuan(4), Mosha Chen(4), Chenliang Li(4), Yijia Liu(4), Guixin Ye(3)