| 2026 | ACL | FACTrial: Factorized Clinical Contrastive Training for Scalable Patient-Trial Retrieval. | Xuanren Chen, Chongyang Tao, Tao Shen, Shuai Ma |
| 2026 | ACL | You Never Know a Person, You Only Know Their Defenses: Detecting Levels of Psychological Defense Mechanisms in Supportive Conversations. | Hongbin Na, Zimu Wang, Zhaoming Chen, Peilin Zhou, Yining Hua, Grace Ziqi Zhou, Haiyang Zhang, Tao Shen, Wei Wang, John B. Torous, Shaoxiong Ji, Ling Chen |
| 2026 | INFOCOM | FT-PromptFL: A Feature Transmission-based Framework for Communication-Efficient Prompt Federated Learning. | Kai Zeng, Hang Wen, Tao Shen, Ruidong Li |
| 2026 | KDD | Each Rank Could be an Expert: Single-Ranked Mixture of Experts LoRA for Multi-task Learning. | Ziyu Zhao, Yixiao Zhou, Xin Yu, Zhi Zhang, Didi Zhu, Tao Shen, Zexi Li, Jinluan Yang, Xuwu Wang, Jing Su, Kun Kuang, Zhongyu Wei, Fei Wu, Yu Cheng |
| 2026 | LREC | Multi-Session Client-Centered Treatment Outcome Evaluation in Psychotherapy. | Hongbin Na, Tao Shen, Shumao Yu, Ling Chen |
| 2026 | SIGCOMM | Spillway: Orchestrating DPU and Host into a Unified vSwitching Fabric. | Xiaochong Jiang, Dian Fan, Yilong Lv, Naixuan Guan, Qiming Zhao, Sihan Fu, Ye Yang, Yu Zhou, Xuyang Ge, Denghui Wu, Yibin Shen, Guochun Hong, Zhipeng Zhang, Yijian Dong, Yiquan Chen, Shaoliang An, Zhixiong Guo, Yixin Xie, Yisong Qiao, Hongwei Ding, Haitao Jiang, Yimin Liu, Tao Shen, Baosheng Wang, Shize Zhang, Bowen Yang, Zikang Chen, Xiaomin Wu, Rong Wen, Yang Song, Jun Liang, Zhigang Zong, Xing Li, Chengkun Wei, Shunmin Zhu, Wenzhi Chen |
| 2025 | AAAI | 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 |
| 2025 | AAAI | PriFold: Biological Priors Improve RNA Secondary Structure Predictions. | Chenchen Yang, Hao Wu, Tao Shen, Kai Zou, Siqi Sun |
| 2025 | ACL | Enhancing Lexicon-Based Text Embeddings with Large Language Models. | Yibin Lei, Tao Shen, Yu Cao, Andrew Yates |
| 2025 | ACL | A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions. | Hongbin Na, Yining Hua, Zimu Wang, Tao Shen, Beibei Yu, Lilin Wang, Wei Wang, John B. Torous, Ling Chen |
| 2025 | EMNLP | Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement. | Haotan Guo, Jianfei He, Jiayuan Ma, Hongbin Na, Zimu Wang, Haiyang Zhang, Qi Chen, Wei Wang, Zijing Shi, Tao Shen, Ling Chen |
| 2025 | EMNLP | ThinkQE: Query Expansion via an Evolving Thinking Process. | Yibin Lei, Tao Shen, Andrew Yates |
| 2025 | EMNLP | STA-CoT: Structured Target-Centric Agentic Chain-of-Thought for Consistent Multi-Image Geological Reasoning. | Beibei Yu, Tao Shen, Ling Chen |
| 2025 | HCI | For Intelligent Customer Service Scenarios: Design of a Human-Machine Interface for Customer Service Workspace Integrating Large-Model AI-Assisted Capabilities. | Yuan Wu, Tao Shen, Yan Li |
| 2025 | ICLR | 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 |
| 2025 | ICLR | REMEDY: Recipe Merging Dynamics in Large Vision-Language Models. | Didi Zhu, Yibing Song, Tao Shen, Ziyu Zhao, Jinluan Yang, Min Zhang, Chao Wu |
| 2025 | IJCNN | MIPO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning. | Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Chengqi Zhang, Allison Clarke, Clement Schlegel |
| 2025 | KDD | FedGuCci: Making Local Models More Connected in Landscape for Federated Learning. | Zexi Li, Jie Lin, Zhiqi Li, Didi Zhu, Tao Shen, Tao Lin, Chao Wu, Nicholas D. Lane |
| 2025 | WWW | MedShort: Medicine Shortage Detection on Social Media with Privacy Preservation. | Xueping Peng, Peng Yan, Tao Shen, Ming Xie, Guodong Long |
| 2025 | WSDM | RetriEVAL: Evaluating Text Generation with Contextualized Lexical Match. | Zhen Li, Xinchi Li, Chongyang Tao, Jiazhan Feng, Tao Shen, Can Xu, Hao Wang, Dongyan Zhao, Shuai Ma |
| 2024 | AAAI | 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 |
| 2024 | AAAI | Fine-Grained Distillation for Long Document Retrieval. | Yucheng Zhou, Tao Shen, Xiubo Geng, Chongyang Tao, Jianbing Shen, Guodong Long, Can Xu, Daxin Jiang |
| 2024 | ACL | Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever. | Tao Shen, Guodong Long, Xiubo Geng, Chongyang Tao, Yibin Lei, Tianyi Zhou, Michael Blumenstein, Daxin Jiang |
| 2024 | ACL | Synergistic Interplay between Search and Large Language Models for Information Retrieval. | Jiazhan Feng, Chongyang Tao, Xiubo Geng, Tao Shen, Can Xu, Guodong Long, Dongyan Zhao, Daxin Jiang |
| 2024 | ACL | Meta-Task Prompting Elicits Embeddings from Large Language Models. | Yibin Lei, Di Wu, Tianyi Zhou, Tao Shen, Yu Cao, Chongyang Tao, Andrew Yates |
| 2024 | ACL | ADAM: Dense Retrieval Distillation with Adaptive Dark Examples. | Chongyang Tao, Chang Liu, Tao Shen, Can Xu, Xiubo Geng, Binxing Jiao, Daxin Jiang |
| 2024 | COLING | Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment. | Yiyuan Yang, Guodong Long, Michael Blumenstein, Xiubo Geng, Chongyang Tao, Tao Shen, Daxin Jiang |
| 2024 | EACL | Corpus-Steered Query Expansion with Large Language Models. | Yibin Lei, Yu Cao, Tianyi Zhou, Tao Shen, Andrew Yates |
| 2024 | EACL | CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification. | Yang Li, Canran Xu, Guodong Long, Tao Shen, Chongyang Tao, Jing Jiang |
| 2024 | EMNLP | Leveraging Large Language Models for NLG Evaluation: Advances and Challenges. | Zhen Li, Xiaohan Xu, Tao Shen, Can Xu, Jia-Chen Gu, Yuxuan Lai, Chongyang Tao, Shuai Ma |
| 2024 | EMNLP | Re-Reading Improves Reasoning in Large Language Models. | Xiaohan Xu, Chongyang Tao, Tao Shen, Can Xu, Hongbo Xu, Guodong Long, Jian-Guang Lou, Shuai Ma |
| 2024 | EMNLP | Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information. | Guobiao Zhang, Xueping Peng, Tao Shen, Guodong Long, Jiasheng Si, Libo Qin, Wenpeng Lu |
| 2024 | ICIP | Edge-Guided Pixel Level Connected Component Assisted Camouflaged Object Detection. | Qingwang Wang, Xin Qu, Liyao Zhou, Pengcheng Jin, Chengbiao Fu, Tao Shen |
| 2024 | ICML | Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models. | Didi Zhu, Zhongyi Sun, Zexi Li, Tao Shen, Ke Yan, Shouhong Ding, Chao Wu, Kun Kuang |
| 2024 | IGARSS | Graph Convolutional Network with Local Topology and Spectral Feature Representation for Multispectral Point Cloud Classification. | Qingwang Wang, Xueqian Chen, Mingye Wang, Chengbiao Fu, Tao Shen |
| 2024 | IGARSS | Adaptive Feature Exchange Network with Complementary Advantages for Cooperative Classification of Hyperspectral and Multispectral Imagery. | Qingwang Wang, Xingxing Fan, Jiangbo Huang, Yuanqin Meng, Chengbiao Fu, Tao Shen |
| 2024 | IGARSS | Differential Feature-Enhanced Fusion Network for Hyperspectral Image Classification. | Qingwang Wang, Jiangbo Huang, Pengcheng Jin, Yebo Gu, Tao Shen |
| 2024 | IGARSS | Knowledge-Enhancement Module for RGB-T Semantic Segmentation in Remote Sensing. | Qingwang Wang, Haochen Song, Junlin Ouyang, Yebo Gu, Jian Song, Tao Shen |
| 2024 | IJCAI | Federated Prompt Learning for Weather Foundation Models on Devices. | Shengchao Chen, Guodong Long, Tao Shen, Jing Jiang, Chengqi Zhang |
| 2024 | IGARSS | Edge Complementary Multi-Scale Aggregation Network for Salient Object Detection in Optical Remote Sensing Images. | Bei Cheng, Zao Liu, Chengbiao Fu, Tao Shen |
| 2024 | WWW | MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels. | Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang |
| 2023 | ACL | FAA: Fine-grained Attention Alignment for Cascade Document Ranking. | Zhen Li, Chongyang Tao, Jiazhan Feng, Tao Shen, Dongyan Zhao, Xiubo Geng, Daxin Jiang |
| 2023 | ACL | CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection. | Chongyang Tao, Jiazhan Feng, Tao Shen, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang |
| 2023 | ACL | UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning. | Zhengwei Tao, Zhi Jin, Haiyan Zhao, Chengfeng Dou, Yongqiang Zhao, Tao Shen, Chongyang Tao |
| 2023 | ACL | Towards Robust Ranker for Text Retrieval. | Yucheng Zhou, Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Guodong Long, Binxing Jiao, Daxin Jiang |
| 2023 | ADMA | Soft Prompt Transfer for Zero-Shot and Few-Shot Learning in EHR Understanding. | Yang Wang, Xueping Peng, Tao Shen, Allison Clarke, Clement Schlegel, Paul Martin, Guodong Long |
| 2023 | ADMA | Improving Open-Domain Answer Sentence Selection by Distributed Clients with Privacy Preservation. | Weikuan Wang, Tao Shen, Michael Blumenstein, Guodong Long |
| 2023 | CVPR | 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 |
| 2023 | EMNLP | Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning. | Chang Liu, Chongyang Tao, Jianxin Liang, Jiazhan Feng, Tao Shen, Quzhe Huang, Dongyan Zhao |
| 2023 | ICCV | 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 |
| 2023 | ICLR | LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval. | Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Xiaolong Huang, Binxing Jiao, Linjun Yang, Daxin Jiang |
| 2023 | ICLR | 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 |
| 2023 | ICLR | 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 |
| 2023 | IGARSS | Coupled Graph Convolution Network for Cross-Scene Multispectral Point Cloud Classification. | Mingye Wang, Qingwang Wang, Tao Shen, Jian Song |
| 2023 | IGARSS | Graph Neural Network with Multi-Kernel Learning for Multispectral Point Cloud Classification. | Zifeng Zhang, Qingwang Wang, Mingye Wang, Tao Shen |
| 2023 | IJCAI | Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data. | Shengchao Chen, Guodong Long, Tao Shen, Jing Jiang |
| 2023 | KDD | UnifieR: A Unified Retriever for Large-Scale Retrieval. | Tao Shen, Xiubo Geng, Chongyang Tao, Can Xu, Guodong Long, Kai Zhang, Daxin Jiang |
| 2023 | WWW | DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization. | Zheqi Lv, Wenqiao Zhang, Shengyu Zhang, Kun Kuang, Feng Wang, Yongwei Wang, Zhengyu Chen, Tao Shen, Hongxia Yang, Beng Chin Ooi, Fei Wu |
| 2023 | WWW | LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval. | Kai Zhang, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Binxing Jiao, Daxin Jiang |
| 2023 | SIGIR | Dimension-Prompts Boost Commonsense Consolidation. | Jiazhan Feng, Chongyang Tao, Tao Shen, Chang Liu, Dongyan Zhao |
| 2022 | ACL | ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification. | Yucheng Zhou, Tao Shen, Xiubo Geng, Guodong Long, Daxin Jiang |
| 2022 | CIKM | SK2: Integrating Implicit Sentiment Knowledge and Explicit Syntax Knowledge for Aspect-Based Sentiment Analysis. | Jia Li, Yuyuan Zhao, Zhi Jin, Ge Li, Tao Shen, Zhengwei Tao, Chongyang Tao |
| 2022 | COLING | Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations. | Jiazhan Feng, Chongyang Tao, Zhen Li, Chang Liu, Tao Shen, Dongyan Zhao |
| 2022 | COLING | Social Norms-Grounded Machine Ethics in Complex Narrative Situation. | Tao Shen, Xiubo Geng, Daxin Jiang |
| 2022 | EMNLP | PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings. | Qiyu Wu, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Daxin Jiang |
| 2022 | EMNLP | Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook. | Chang Liu, Chongyang Tao, Jianxin Liang, Tao Shen, Jiazhan Feng, Quzhe Huang, Dongyan Zhao |
| 2022 | ICIP | Improving Rgb-Infrared Pedestrian Detection by Reducing Cross-Modality Redundancy. | Qingwang Wang, Yongke Chi, Tao Shen, Jian Song, Zifeng Zhang, Yan Zhu |
| 2022 | NAACL | Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision. | Yang Li, Guodong Long, Tao Shen, Jing Jiang |
| 2022 | WWW | EventBERT: A Pre-Trained Model for Event Correlation Reasoning. | Yucheng Zhou, Xiubo Geng, Tao Shen, Guodong Long, Daxin Jiang |
| 2021 | ACL | Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning. | Yucheng Zhou, Xiubo Geng, Tao Shen, Jian Pei, Wenqiang Zhang, Daxin Jiang |
| 2021 | ADMA | A Green Pipeline for Out-of-Domain Public Sentiment Analysis. | Ming Xie, Jing Jiang, Tao Shen, Yang Wang, Leah Gerrard, Allison Clarke |
| 2021 | EMNLP | Eliminating Sentiment Bias for Aspect-Level Sentiment Classification with Unsupervised Opinion Extraction. | Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Yi Chang |
| 2021 | ICDM | Sequential Diagnosis Prediction with Transformer and Ontological Representation. | Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang |
| 2021 | NAACL | Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph. | Yucheng Zhou, Xiubo Geng, Tao Shen, Wenqiang Zhang, Daxin Jiang |
| 2021 | WWW | Structure-Augmented Text Representation Learning for Efficient Knowledge Graph Completion. | Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, Ying Wang, Yi Chang |
| 2020 | AAAI | 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 |
| 2020 | COLING | RatE: Relation-Adaptive Translating Embedding for Knowledge Graph Completion. | Hao Huang, Guodong Long, Tao Shen, Jing Jiang, Chengqi Zhang |
| 2020 | COLING | Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention. | Yang Li, Tao Shen, Guodong Long, Jing Jiang, Tianyi Zhou, Chengqi Zhang |
| 2020 | EMNLP | Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning. | Tao Shen, Yi Mao, Pengcheng He, Guodong Long, Adam Trischler, Weizhu Chen |
| 2020 | ICDM | BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes. | Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Chengqi Zhang |
| 2020 | IJCAI | Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering. | Tao Shen, Xiubo Geng, Guodong Long, Jing Jiang, Chengqi Zhang, Daxin Jiang |
| 2019 | CVPR | FaceBagNet: Bag-Of-Local-Features Model for Multi-Modal Face Anti-Spoofing. | Tao Shen, Yuyu Huang, Zhijun Tong |
| 2019 | EMNLP | Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base. | Tao Shen, Xiubo Geng, Tao Qin, Daya Guo, Duyu Tang, Nan Duan, Guodong Long, Daxin Jiang |
| 2019 | HCI | Gamification of In-Flight Entertainment (IFE) to Motivate People to Relax: A Case Design. | Tao Shen, Yuchen Weng, Ting Han |
| 2019 | HCI | Gamification in Local Intangible Cultural Heritage Museums for Children: A Case Design. | Yuchen Weng, Tao Shen, Sihuang Chen, Bing Xiao |
| 2019 | ICDM | Temporal Self-Attention Network for Medical Concept Embedding. | Xueping Peng, Guodong Long, Tao Shen, Sen Wang, Jing Jiang, Michael Blumenstein |
| 2019 | NAACL | Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together. | Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang |
| 2018 | AAAI | DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding. | Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang |
| 2018 | ICLR | Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling. | Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang |
| 2018 | IJCAI | 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 |
| 2018 | ISNN | Real-Time Key Frame Extraction in a Low Lighting Condition. | Tao Shen, Zhan-Li Sun, Fu-Qiang Han, Ya-Min Wang |
| 2017 | WCNC | Compressive Channel Estimation Exploiting Block Sparsity in Multi-User Massive MIMO Systems. | Wenbo Xu, Tao Shen, Yun Tian, Yifan Wang, Jiaru Lin |
| 2016 | ICNC | PGrey rough influence diagrams method and its medical application. | Haiqing Hu, Bingqiang Liu, Tao Shen |
| 2016 | VCIP | Single image super-resolution via projective dictionary learning with anchored neighborhood regression. | Yihui Feng, Yongbing Zhang, Yulun Zhang, Tao Shen, Qionghai Dai |
| 2016 | VCIP | Decompressed video enhancement via accurate regression prior. | Tao Shen, Yulun Zhang, Yongbing Zhang, Xingzheng Wang, Haoqian Wang, Qionghai Dai |
| 2009 | HIS | The Bang-Bang Control of Water Tank System Based on Fuzzy Decision. | Xinli Fang, Tao Shen, Xuesong Feng |
| 2008 | ICNC | Application and Research of Fuzzy PID in Tank Systems. | Xinli Fang, Tao Shen, Xiaohong Wang, Zhiqun Zhou |
| 2004 | DEXA | A Self-adaptive Scope Allocation Scheme for Labeling Dynamic XML Documents. | Yun Shen, Ling Feng, Tao Shen, Bing Wang |