Huang, Songfang

15 publications

ICCV 2023 BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-up Patch Summarization. Chaoya Jiang, Haiyang Xu, Wei Ye, Qinghao Ye, Chenliang Li, Ming Yan, Bin Bi, Shikun Zhang, Fei Huang, Songfang Huang

ICCV 2023 Learning Trajectory-Word Alignments for Video-Language Tasks Xu Yang, Zhangzikang Li, Haiyang Xu, Hanwang Zhang, Qinghao Ye, Chenliang Li, Ming Yan, Yu Zhang, Fei Huang, Songfang Huang

NeurIPS 2023 RRHF: Rank Responses to Align Language Models with Human Feedback Hongyi Yuan, Zheng Yuan, Chuanqi Tan, Wei Wang, Songfang Huang, Fei Huang

ICML 2023 mPLUG-2: A Modularized Multi-Modal Foundation Model Across Text, Image and Video Haiyang Xu, Qinghao Ye, Ming Yan, Yaya Shi, Jiabo Ye, Yuanhong Xu, Chenliang Li, Bin Bi, Qi Qian, Wei Wang, Guohai Xu, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou

AAAI 2022 From Dense to Sparse: Contrastive Pruning for Better Pre-Trained Language Model Compression Runxin Xu, Fuli Luo, Chengyu Wang, Baobao Chang, Jun Huang, Songfang Huang, Fei Huang

IJCAI 2022 Parameter-Efficient Sparsity for Large Language Models Fine-Tuning Yuchao Li, Fuli Luo, Chuanqi Tan, Mengdi Wang, Songfang Huang, Shen Li, Junjie Bai

AAAI 2021 A Unified Pretraining Framework for Passage Ranking and Expansion Ming Yan, Chenliang Li, Bin Bi, Wei Wang, Songfang Huang

ICLR 2021 IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning Manli Zhang, Jianhong Zhang, Zhiwu Lu, Tao Xiang, Mingyu Ding, Songfang Huang

ICLR 2021 MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning Nanyi Fei, Zhiwu Lu, Tao Xiang, Songfang Huang

AAAI 2021 Nested Named Entity Recognition with Partially-Observed TreeCRFs Yao Fu, Chuanqi Tan, Mosha Chen, Songfang Huang, Fei Huang

AAAI 2017 FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen

AAAI 2015 Noise-Robust Semi-Supervised Learning by Large-Scale Sparse Coding Zhiwu Lu, Xin Gao, Liwei Wang, Ji-Rong Wen, Songfang Huang

IJCAI 2015 Social Image Parsing by Cross-Modal Data Refinement Zhiwu Lu, Xin Gao, Songfang Huang, Liwei Wang, Ji-Rong Wen

IJCAI 2015 Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing Yulei Niu, Zhiwu Lu, Songfang Huang, Peng Han, Ji-Rong Wen

AAAI 2015 What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao