| 2025 | AAAI | Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples. | Yeyuan Wang, Dehong Gao, Lei Yi, Linbo Jin, Jinxia Zhang, Libin Yang, Xiaoyan Cai |
| 2025 | ACL | ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning. | Yeyuan Wang, Dehong Gao, Rujiao Long, Lei Yi, Linbo Jin, Libin Yang, Xiaoyan Cai |
| 2025 | ICASSP | FashionFAE: Fine-grained Attributes Enhanced Fashion Vision-Language Pre-training. | Jiale Huang, Dehong Gao, Jinxia Zhang, Zechao Zhan, Yang Hu, Xin Wang |
| 2025 | ICASSP | CoF: Coarse to Fine-Grained Image Understanding for Multi-modal Large Language Models. | Yeyuan Wang, Dehong Gao, Bin Li, Rujiao Long, Lei Yi, Xiaoyan Cai, Libin Yang, Jinxia Zhang, Shanqing Yu, Qi Xuan |
| 2025 | ICASSP | MADiff: Text-Guided Fashion Image Editing with Mask Prediction and Attention-Enhanced Diffusion. | Zechao Zhan, Dehong Gao, Jinxia Zhang, Jiale Huang, Yang Hu, Xin Wang |
| 2024 | EMNLP | MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning. | Yufei Ma, Zihan Liang, Huangyu Dai, Ben Chen, Dehong Gao, Zhuoran Ran, Zihan Wang, Linbo Jin, Wen Jiang, Guannan Zhang, Xiaoyan Cai, Libin Yang |
| 2024 | EMNLP | Self-Renewal Prompt Optimizing with Implicit Reasoning. | Zihan Liang, Ben Chen, Zhuoran Ran, Zihan Wang, Huangyu Dai, Yufei Ma, Dehong Gao, Xiaoyan Cai, Libin Yang |
| 2024 | GLOBECOM | HEDVA: Harnessing HTTP Traffic for Enhanced Detection of Vulnerability Attacks in IoT Networks. | Xukai Zhou, Libin Yang, Dehong Gao, Wei Lou |
| 2024 | ICANN | FashionGPT: A Large Vision-Language Model for Enhancing Fashion Understanding. | Duanxiao Song, Dehong Gao, Gongshen Liu, Xiaoyong Li |
| 2024 | RecSys | MLoRA: Multi-Domain Low-Rank Adaptive Network for CTR Prediction. | Zhiming Yang, Haining Gao, Dehong Gao, Luwei Yang, Libin Yang, Xiaoyan Cai, Wei Ning, Guannan Zhang |
| 2024 | WWW | General2Specialized LLMs Translation for E-commerce. | Kaidi Chen, Ben Chen, Dehong Gao, Huangyu Dai, Wen Jiang, Wei Ning, Shanqing Yu, Libin Yang, Xiaoyan Cai |
| 2023 | CIKM | EdgeNet : Encoder-decoder generative Network for Auction Design in E-commerce Online Advertising. | Guangyuan Shen, Shengjie Sun, Dehong Gao, Duanxiao Song, Libin Yang, Zhen Wang, Yongping Shi, Wei Ning |
| 2023 | WWW | Unified Vision-Language Representation Modeling for E-Commerce Same-style Products Retrieval. | Ben Chen, Linbo Jin, Xinxin Wang, Dehong Gao, Wen Jiang, Wei Ning |
| 2023 | UAI | Fast Heterogeneous Federated Learning with Hybrid Client Selection. | Duanxiao Song, Guangyuan Shen, Dehong Gao, Libin Yang, Xukai Zhou, Shirui Pan, Wei Lou, Fang Zhou |
| 2022 | AAAI | Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement. | Fuwei Zhang, Zhao Zhang, Xiang Ao, Dehong Gao, Fuzhen Zhuang, Yi Wei, Qing He |
| 2022 | CIKM | Revisiting Cold-Start Problem in CTR Prediction: Augmenting Embedding via GAN. | Xuxin Zhang, Di Wang, Dehong Gao, Wen Jiang, Wei Ning, Yang Zhou, Chen Wang |
| 2022 | NAACL | Dependency Position Encoding for Relation Extraction. | Qiushi Guo, Xin Wang, Dehong Gao |
| 2021 | AAAI | Transformer-Based Language Model Fine-Tuning Methods for COVID-19 Fake News Detection. | Ben Chen, Bin Chen, Dehong Gao, Qijin Chen, Chengfu Huo, Xiaonan Meng, Weijun Ren, Yang Zhou |
| 2021 | CIKM | Adversarial Domain Adaptation for Cross-lingual Information Retrieval with Multilingual BERT. | Runchuan Wang, Zhao Zhang, Fuzhen Zhuang, Dehong Gao, Yi Wei, Qing He |
| 2021 | CVPR | Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain. | Mingchen Zhuge, Dehong Gao, Deng-Ping Fan, Linbo Jin, Ben Chen, Haoming Zhou, Minghui Qiu, Ling Shao |
| 2021 | WWW | Cross-domain Knowledge Distillation for Retrieval-based Question Answering Systems. | Cen Chen, Chengyu Wang, Minghui Qiu, Dehong Gao, Linbo Jin, Wang Li |
| 2020 | SIGIR | FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval. | Dehong Gao, Linbo Jin, Ben Chen, Minghui Qiu, Peng Li, Yi Wei, Yi Hu, Hao Wang |
| 2015 | IJCAI | A Constrained Multi-view Clustering Approach to Influence Role Detection. | Chengyao Chen, Dehong Gao, Wenjie Li, Yuexian Hou |
| 2014 | SIGIR | Inferring topic-dependent influence roles of Twitter users. | Chengyao Chen, Dehong Gao, Wenjie Li, Yuexian Hou |
| 2013 | AAAI | Co-Training Based Bilingual Sentiment Lexicon Learning. | Dehong Gao, Furu Wei, Wenjie Li, Xiaohua Liu, Ming Zhou |
| 2013 | ACL | Sequential Summarization: A New Application for Timely Updated Twitter Trending Topics. | Dehong Gao, Wenjie Li, Renxian Zhang |
| 2013 | CIKM | A unified graph model for personalized query-oriented reference paper recommendation. | Fanqi Meng, Dehong Gao, Wenjie Li, Xu Sun, Yuexian Hou |
| 2012 | AAAI | Generating Coherent Summaries with Textual Aspects. | Renxian Zhang, Wenjie Li, Dehong Gao |
| 2012 | CIKM | Twitter hyperlink recommendation with user-tweet-hyperlink three-way clustering. | Dehong Gao, Renxian Zhang, Wenjie Li, Yuexian Hou |
| 2012 | COLING | Efficient Feedback-based Feature Learning for Blog Distillation as a Terabyte Challenge. | Dehong Gao, Wenjie Li, Renxian Zhang |
| 2012 | COLING | Beyond Twitter Text: A Preliminary Study on Twitter Hyperlink and its Application. | Dehong Gao, Wenjie Li, Renxian Zhang |
| 2012 | GRC | A novel Tolerant Skyline Operator for decision support. | Junyi Chai, James N. K. Liu, Dehong Gao, Jian Xu |
| 2012 | SIGIR | Opinion influence and diffusion in social network. | Dehong Gao |
| 2011 | AAAI | What Are Tweeters Doing: Recognizing Speech Acts in Twitter. | Renxian Zhang, Dehong Gao, Wenjie Li |
| 2011 | IJCNLP | Simultaneous Clustering and Noise Detection for Theme-based Summarization. | Xiaoyan Cai, Renxian Zhang, Dehong Gao, Wenjie Li |
| 2011 | SIGIR | Learning features through feedback for blog distillation. | Dehong Gao, Renxian Zhang, Wenjie Li, Raymond Yiu-Keung Lau, Kam-Fai Wong |