Shen, Tao

26 publications

AAAI 2025 FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated Learning Zhonghua Jiang, Jimin Xu, Shengyu Zhang, Tao Shen, Jiwei Li, Kun Kuang, Haibin Cai, Fei Wu

NeurIPS 2025 FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models Yan Gao, Massimo Roberto Scamarcia, Javier Fernandez-Marques, Mohammad Naseri, Chong Shen Ng, Dimitris Stripelis, Zexi Li, Tao Shen, Jiamu Bai, Daoyuan Chen, Zikai Zhang, Rui Hu, InSeo Song, Lee KangYoon, Hong Jia, Ting Dang, Junyan Wang, Zheyuan Liu, Daniel Janes Beutel, Lingjuan Lyu, Nicholas D. Lane

ICLR 2025 Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering Ziyu Zhao, Tao Shen, Didi Zhu, Zexi Li, Jing Su, Xuwu Wang, Fei Wu

AAAI 2025 PriFold: Biological Priors Improve RNA Secondary Structure Predictions Chenchen Yang, Hao Wu, Tao Shen, Kai Zou, Siqi Sun

ICLR 2025 REMEDY: Recipe Merging Dynamics in Large Vision-Language Models Didi Zhu, Yibing Song, Tao Shen, Ziyu Zhao, Jinluan Yang, Min Zhang, Chao Wu

AAAI 2024 CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues Linglin Jing, Sheng Xu, Yifan Wang, Yuzhe Zhou, Tao Shen, Zhigang Ji, Hui Fang, Zhen Li, Siqi Sun

NeurIPS 2024 Dual-Personalizing Adapter for Federated Foundation Models Yiyuan Yang, Guodong Long, Tao Shen, Jing Jiang, Michael Blumenstein

IJCAI 2024 Federated Prompt Learning for Weather Foundation Models on Devices Shengchao Chen, Guodong Long, Tao Shen, Jing Jiang, Chengqi Zhang

AAAI 2024 Fine-Grained Distillation for Long Document Retrieval Yucheng Zhou, Tao Shen, Xiubo Geng, Chongyang Tao, Jianbing Shen, Guodong Long, Can Xu, Daxin Jiang

NeurIPSW 2024 Improving Group Connectivity for Generalization of Federated Deep Learning Zexi Li, Jie Lin, Zhiqi Li, Didi Zhu, Rui Ye, Tao Shen, Tao Lin, Chao Wu

NeurIPS 2024 MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions Le Zhang, Jiayang Chen, Tao Shen, Yu Li, Siqi Sun

ICML 2024 Model Tailor: Mitigating Catastrophic Forgetting in Multi-Modal Large Language Models Didi Zhu, Zhongyisun Sun, Zexi Li, Tao Shen, Ke Yan, Shouhong Ding, Chao Wu, Kun Kuang

ICLR 2023 HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization ZeFeng Cai, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Xin Alex Lin, Liang He, Daxin Jiang

CVPR 2023 Iterative Proposal Refinement for Weakly-Supervised Video Grounding Meng Cao, Fangyun Wei, Can Xu, Xiubo Geng, Long Chen, Can Zhang, Yuexian Zou, Tao Shen, Daxin Jiang

ICLR 2023 KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP Yufei Wang, Jiayi Zheng, Can Xu, Xiubo Geng, Tao Shen, Chongyang Tao, Daxin Jiang

ICCV 2023 LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval Ziyang Luo, Pu Zhao, Can Xu, Xiubo Geng, Tao Shen, Chongyang Tao, Jing Ma, Qingwei Lin, Daxin Jiang

ICLR 2023 LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang

NeurIPS 2023 Optimal Treatment Regimes for Proximal Causal Learning Tao Shen, Yifan Cui

IJCAI 2023 Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data Shengchao Chen, Guodong Long, Tao Shen, Jing Jiang

IJCAI 2020 Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering Tao Shen, Xiubo Geng, Guodong Long, Jing Jiang, Chengqi Zhang, Daxin Jiang

ECML-PKDD 2020 Self-Attention Enhanced Patient Journey Understanding in Healthcare System Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang

AAAI 2020 Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction Yang Li, Guodong Long, Tao Shen, Tianyi Zhou, Lina Yao, Huan Huo, Jing Jiang

CVPRW 2019 FaceBagNet: Bag-of-Local-Features Model for Multi-Modal Face Anti-Spoofing Tao Shen, Yuyu Huang, Zhijun Tong

ICLR 2018 Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang

AAAI 2018 DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang

IJCAI 2018 Reinforced Self-Attention Network: A Hybrid of Hard and Soft Attention for Sequence Modeling Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Sen Wang, Chengqi Zhang