| 2026 | AAAI | CrossCheck-Bench: Diagnosing Compositional Failures in Multimodal Conflict Resolution. | Baoliang Tian, Yuxuan Si, Jilong Wang, Lingyao Li, Zhongyuan Bao, Zineng Zhou, Tao Wang, Sixu Li, Ziyao Xu, Mingze Wang, Zhouzhuo Zhang, Zhihao Wang, Yike Yun, Ke Tian, Ning Yang, Minghui Qiu |
| 2026 | ACL | Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning. | Yifan Li, Yukai Gu, Yingqian Min, Zikang Liu, Yifan Du, Kun Zhou, Min Yang, Xin Zhao, Minghui Qiu |
| 2026 | KDD | StormMind: Disentangled Layerwise Modeling for Convective Weather Systems. | Jun Chen, Minghui Qiu, Lin Chen, Yan Fang, Shuxin Zhong, Binghong Chen, Kaishun Wu |
| 2026 | PERCOM | Wandatch: Infrastructure-Free Point-to-Command with Smartwatches and Speakers. | Lin Chen, Yandao Huang, Minghui Qiu, Shuxin Zhong, Jun Chen, Kaishun Wu |
| 2026 | PERCOM | Artifact: Wandatch: Infrastructure-Free Point-to-Command with Smartwatches and Speakers. | Lin Chen, Yandao Huang, Minghui Qiu, Shuxin Zhong, Jun Chen, Kaishun Wu |
| 2026 | SENSYS | Med2ECG: Medical-Guided BCG-To-ECG Reconstruction for Diverse Populations. | Lin Chen, Yandao Huang, Chenggao Li, Jun Chen, Shuxin Zhong, Minghui Qiu, Chunzhen Guo, Yi Wang, Qian Zhang, Kaishun Wu |
| 2026 | SECON | CODA: A Continuous Online Evolve Framework for Deploying HAR Sensing Systems. | Minghui Qiu, Jun Chen, Lin Chen, Shuxin Zhong, Yandao Huang, Lu Wang, Kaishun Wu |
| 2025 | ACL | Decoder-Only LLMs can be Masked Auto-Encoders. | Dan Qiao, Yuan Gao, Zheming Yang, Di Yang, Ziheng Wu, Pengcheng Lu, Minghui Qiu, Juntao Li, Min Zhang |
| 2025 | NAACL | VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models. | Zejun Li, Ruipu Luo, Jiwen Zhang, Minghui Qiu, Xuanjing Huang, Zhongyu Wei |
| 2025 | NAACL | Reverse Modeling in Large Language Models. | Sicheng Yu, Yuanchen Xu, Cunxiao Du, Yanying Zhou, Minghui Qiu, Qianru Sun, Hao Zhang, Jiawei Wu |
| 2024 | CIKM | FashionLOGO: Prompting Multimodal Large Language Models for Fashion Logo Embeddings. | Zhen Wang, Da Li, Yulin Su, Min Yang, Minghui Qiu, Walton Wang |
| 2024 | PDCAT | Research on Two-Stage Text Language Identification Algorithm for Chinese, Japanese, and Korean. | Mamtimin Qasim, Wushour Silamu, Minghui Qiu |
| 2024 | WSDM | Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning. | Mingyuan Fan, Yang Liu, Cen Chen, Chengyu Wang, Minghui Qiu, Wenmeng Zhou |
| 2023 | DASFAA | Meta-learning Siamese Network for Few-Shot Text Classification. | Chengcheng Han, Yuhe Wang, Yingnan Fu, Xiang Li, Minghui Qiu, Ming Gao, Aoying Zhou |
| 2023 | EMNLP | DocAsRef: An Empirical Study on Repurposing Reference-based Summary Quality Metrics as Reference-free Metrics. | Forrest Sheng Bao, Ruixuan Tu, Ge Luo, Yinfei Yang, Hebi Li, Minghui Qiu, Youbiao He, Cen Chen |
| 2023 | EMNLP | Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding. | Taolin Zhang, Ruyao Xu, Chengyu Wang, Zhongjie Duan, Cen Chen, Minghui Qiu, Dawei Cheng, Xiaofeng He, Weining Qian |
| 2023 | ICASSP | Boosting Prompt-Based Few-Shot Learners Through Out-of-Domain Knowledge Distillation. | Xiaoqing Chen, Chengyu Wang, Junwei Dong, Minghui Qiu, Liang Feng, Jun Huang |
| 2023 | ICASSP | Prompt-Distiller: Few-Shot Knowledge Distillation for Prompt-Based Language Learners with Dual Contrastive Learning. | Boyu Hou, Chengyu Wang, Xiaoqing Chen, Minghui Qiu, Liang Feng, Jun Huang |
| 2023 | WSDM | Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning. | Ziyun Xu, Chengyu Wang, Minghui Qiu, Fuli Luo, Runxin Xu, Songfang Huang, Jun Huang |
| 2022 | AAAI | DKPLM: Decomposable Knowledge-Enhanced Pre-trained Language Model for Natural Language Understanding. | Taolin Zhang, Chengyu Wang, Nan Hu, Minghui Qiu, Chengguang Tang, Xiaofeng He, Jun Huang |
| 2022 | CIKM | Building Natural Language Processing Applications with EasyNLP. | Chengyu Wang, Minghui Qiu, Jun Huang |
| 2022 | EMNLP | ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge. | Tingting Liu, Chengyu Wang, Xiangru Zhu, Lei Li, Minghui Qiu, Jun Huang, Ming Gao, Yanghua Xiao |
| 2022 | EMNLP | Towards Unified Prompt Tuning for Few-shot Text Classification. | Jianing Wang, Chengyu Wang, Fuli Luo, Chuanqi Tan, Minghui Qiu, Fei Yang, Qiuhui Shi, Songfang Huang, Ming Gao |
| 2022 | EMNLP | KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering. | Jianing Wang, Chengyu Wang, Minghui Qiu, Qiuhui Shi, Hongbin Wang, Jun Huang, Ming Gao |
| 2022 | EMNLP | SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition. | Jianing Wang, Chengyu Wang, Chuanqi Tan, Minghui Qiu, Songfang Huang, Jun Huang, Ming Gao |
| 2022 | EMNLP | Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding. | Jianing Wang, Wenkang Huang, Minghui Qiu, Qiuhui Shi, Hongbin Wang, Xiang Li, Ming Gao |
| 2022 | EMNLP | EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing. | Chengyu Wang, Minghui Qiu, Taolin Zhang, Tingting Liu, Lei Li, Jianing Wang, Ming Wang, Jun Huang, Wei Lin |
| 2022 | NAACL | SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling. | Forrest Sheng Bao, Ge Luo, Hebi Li, Minghui Qiu, Yinfei Yang, Youbiao He, Cen Chen |
| 2022 | SIGIR | Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System. | Ding Zou, Wei Wei, Xian-Ling Mao, Ziyang Wang, Minghui Qiu, Feida Zhu, Xin Cao |
| 2021 | AAAI | KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification. | Chengyu Wang, Minghui Qiu, Jun Huang, Xiaofeng He |
| 2021 | AAAI | Learning to Augment for Data-scarce Domain BERT Knowledge Distillation. | Lingyun Feng, Minghui Qiu, Yaliang Li, Hai-Tao Zheng, Ying Shen |
| 2021 | AAAI | Reinforced History Backtracking for Conversational Question Answering. | Minghui Qiu, Xinjing Huang, Cen Chen, Feng Ji, Chen Qu, Wei Wei, Jun Huang, Yin Zhang |
| 2021 | ACL | Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification. | Chengcheng Han, Zeqiu Fan, Dongxiang Zhang, Minghui Qiu, Ming Gao, Aoying Zhou |
| 2021 | ACL | Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains. | Haojie Pan, Chengyu Wang, Minghui Qiu, Yichang Zhang, Yaliang Li, Jun Huang |
| 2021 | ACL | SMedBERT: A Knowledge-Enhanced Pre-trained Language Model with Structured Semantics for Medical Text Mining. | Taolin Zhang, Zerui Cai, Chengyu Wang, Minghui Qiu, Bite Yang, Xiaofeng He |
| 2021 | ACL | Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources. | Taolin Zhang, Chengyu Wang, Minghui Qiu, Bite Yang, Zerui Cai, Xiaofeng He, Jun Huang |
| 2021 | CIKM | Learning to Expand: Reinforced Response Expansion for Information-seeking Conversations. | Haojie Pan, Cen Chen, Chengyu Wang, Minghui Qiu, Liu Yang, Feng Ji, Jun Huang |
| 2021 | CIKM | EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications. | Minghui Qiu, Peng Li, Chengyu Wang, Haojie Pan, Ang Wang, Cen Chen, Xianyan Jia, Yaliang Li, Jun Huang, Deng Cai, Wei Lin |
| 2021 | CIKM | HORNET: Enriching Pre-trained Language Representations with Heterogeneous Knowledge Sources. | Taolin Zhang, Zerui Cai, Chengyu Wang, Peng Li, Yang Li, Minghui Qiu, Chengguang Tang, Xiaofeng He, Jun Huang |
| 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 | DASFAA | CAT-BERT: A Context-Aware Transferable BERT Model for Multi-turn Machine Reading Comprehension. | Cen Chen, Xinjing Huang, Feng Ji, Chengyu Wang, Minghui Qiu, Jun Huang, Yin Zhang |
| 2021 | EMNLP | Meta Distant Transfer Learning for Pre-trained Language Models. | Chengyu Wang, Haojie Pan, Minghui Qiu, Jun Huang, Fei Yang, Yin Zhang |
| 2021 | EMNLP | TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification. | Chengyu Wang, Jianing Wang, Minghui Qiu, Jun Huang, Ming Gao |
| 2021 | EMNLP | HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression. | Chenhe Dong, Yaliang Li, Ying Shen, Minghui Qiu |
| 2021 | EMNLP | Wasserstein Selective Transfer Learning for Cross-domain Text Mining. | Lingyun Feng, Minghui Qiu, Yaliang Li, Haitao Zheng, Ying Shen |
| 2021 | EMNLP | UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings. | Zhi Li, Yuchen Zhai, Chengyu Wang, Minghui Qiu, Kailiang Li, Yin Zhang |
| 2021 | ICONIP | Efficient Two-Stage Evolutionary Search of Convolutional Neural Architectures Based on Cell Independence Analysis. | Boyu Hou, Junwei Dong, Liang Feng, Minghui Qiu |
| 2021 | KDD | MeLL: Large-scale Extensible User Intent Classification for Dialogue Systems with Meta Lifelong Learning. | Chengyu Wang, Haojie Pan, Yuan Liu, Kehan Chen, Minghui Qiu, Wei Zhou, Jun Huang, Haiqing Chen, Wei Lin, Deng Cai |
| 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 | EMNLP | Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining. | Chengyu Wang, Minghui Qiu, Jun Huang, Xiaofeng He |
| 2020 | IJCAI | AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search. | Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou |
| 2020 | WWW | IART: Intent-aware Response Ranking with Transformers in Information-seeking Conversation Systems. | Liu Yang, Minghui Qiu, Chen Qu, Cen Chen, Jiafeng Guo, Yongfeng Zhang, W. Bruce Croft, Haiqing Chen |
| 2020 | WWW | Automatic Knowledge Fusion in Transferrable Networks for Semantic Text Matching. | Cen Chen, Ya-Lin Zhang, Minghui Qiu, Bingzhe Wu, Li Wang, Longfei Li, Jun Zhou |
| 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 |
| 2020 | SIGIR | Open-Retrieval Conversational Question Answering. | Chen Qu, Liu Yang, Cen Chen, Minghui Qiu, W. Bruce Croft, Mohit Iyyer |
| 2020 | SIGIR | Global Context Enhanced Graph Neural Networks for Session-based Recommendation. | Ziyang Wang, Wei Wei, Gao Cong, Xiao-Li Li, Xianling Mao, Minghui Qiu |
| 2019 | CHIIR | User Intent Prediction in Information-seeking Conversations. | Chen Qu, Liu Yang, W. Bruce Croft, Yongfeng Zhang, Johanne R. Trippas, Minghui Qiu |
| 2019 | CIKM | A Hybrid Retrieval-Generation Neural Conversation Model. | Liu Yang, Junjie Hu, Minghui Qiu, Chen Qu, Jianfeng Gao, W. Bruce Croft, Xiaodong Liu, Yelong Shen, Jingjing Liu |
| 2019 | CIKM | Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search. | Minghui Qiu, Bo Wang, Cen Chen, Xiaoyi Zeng, Jun Huang, Deng Cai, Jingren Zhou, Forrest Sheng Bao |
| 2019 | CIKM | Attentive History Selection for Conversational Question Answering. | Chen Qu, Liu Yang, Minghui Qiu, Yongfeng Zhang, Cen Chen, W. Bruce Croft, Mohit Iyyer |
| 2019 | KDD | A Minimax Game for Instance based Selective Transfer Learning. | Bo Wang, Minghui Qiu, Xisen Wang, Yaliang Li, Yu Gong, Xiaoyi Zeng, Jun Huang, Bo Zheng, Deng Cai, Jingren Zhou |
| 2019 | WWW | Multi-Domain Gated CNN for Review Helpfulness Prediction. | Cen Chen, Minghui Qiu, Yinfei Yang, Jun Zhou, Jun Huang, Xiaolong Li, Forrest Sheng Bao |
| 2019 | SIGIR | BERT with History Answer Embedding for Conversational Question Answering. | Chen Qu, Liu Yang, Minghui Qiu, W. Bruce Croft, Yongfeng Zhang, Mohit Iyyer |
| 2019 | SIGIR | AliISA: Creating an Interactive Search Experience in E-commerce Platforms. | Fei Xiao, Zhen Wang, Haikuan Huang, Jun Huang, Xi Chen, Hongbo Deng, Minghui Qiu, Xiaoli Gong |
| 2019 | WSDM | Learning to Selectively Transfer: Reinforced Transfer Learning for Deep Text Matching. | Chen Qu, Feng Ji, Minghui Qiu, Liu Yang, Zhiyu Min, Haiqing Chen, Jun Huang, W. Bruce Croft |
| 2018 | ACL | Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce. | Minghui Qiu, Liu Yang, Feng Ji, Wei Zhou, Jun Huang, Haiqing Chen, W. Bruce Croft, Wei Lin |
| 2018 | IJCAI | IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection. | Qiangpeng Yang, Mengli Cheng, Wenmeng Zhou, Yan Chen, Minghui Qiu, Wei Lin |
| 2018 | SIGIR | Analyzing and Characterizing User Intent in Information-seeking Conversations. | Chen Qu, Liu Yang, W. Bruce Croft, Johanne R. Trippas, Yongfeng Zhang, Minghui Qiu |
| 2018 | SIGIR | Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems. | Liu Yang, Minghui Qiu, Chen Qu, Jiafeng Guo, Yongfeng Zhang, W. Bruce Croft, Jun Huang, Haiqing Chen |
| 2018 | WSDM | Modelling Domain Relationships for Transfer Learning on Retrieval-based Question Answering Systems in E-commerce. | Jianfei Yu, Minghui Qiu, Jing Jiang, Jun Huang, Shuangyong Song, Wei Chu, Haiqing Chen |
| 2017 | ACL | AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine. | Minghui Qiu, Feng-Lin Li, Siyu Wang, Xing Gao, Yan Chen, Weipeng Zhao, Haiqing Chen, Jun Huang, Wei Chu |
| 2017 | CIKM | A Communication Efficient Parallel DBSCAN Algorithm based on Parameter Server. | Xu Hu, Jun Huang, Minghui Qiu |
| 2017 | CIKM | Untitled record | Feng-Lin Li, Minghui Qiu, Haiqing Chen, Xiongwei Wang, Xing Gao, Jun Huang, Juwei Ren, Zhongzhou Zhao, Weipeng Zhao, Lei Wang, Guwei Jin, Wei Chu |
| 2017 | EACL | Aspect Extraction from Product Reviews Using Category Hierarchy Information. | Yinfei Yang, Cen Chen, Minghui Qiu, Forrest Sheng Bao |
| 2017 | ICDM | A Short-Term Rainfall Prediction Model Using Multi-task Convolutional Neural Networks. | Minghui Qiu, Peilin Zhao, Ke Zhang, Jun Huang, Xing Shi, Xiaoguang Wang, Wei Chu |
| 2017 | WWW | Locally Connected Deep Learning Framework for Industrial-scale Recommender Systems. | Cen Chen, Peilin Zhao, Longfei Li, Jun Zhou, Xiaolong Li, Minghui Qiu |
| 2016 | PAKDD | Personal Credit Profiling via Latent User Behavior Dimensions on Social Media. | Guangming Guo, Feida Zhu, Enhong Chen, Le Wu, Qi Liu, Yingling Liu, Minghui Qiu |
| 2015 | ACL | Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews. | Yinfei Yang, Yaowei Yan, Minghui Qiu, Forrest Sheng Bao |
| 2015 | KDD | FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation. | Fenglong Ma, Yaliang Li, Qi Li, Minghui Qiu, Jing Gao, Shi Zhi, Lu Su, Bo Zhao, Heng Ji, Jiawei Han |
| 2015 | SDM | Modeling User Arguments, Interactions, and Attributes for Stance Prediction in Online Debate Forums. | Minghui Qiu, Yanchuan Sim, Noah A. Smith, Jing Jiang |
| 2014 | COLING | Generating Supplementary Travel Guides from Social Media. | Liu Yang, Jing Jiang, Lifu Huang, Minghui Qiu, Lizi Liao |
| 2014 | KDD | Jointly modeling aspects, ratings and sentiments for movie recommendation (JMARS). | Qiming Diao, Minghui Qiu, Chao-Yuan Wu, Alexander J. Smola, Jing Jiang, Chong Wang |
| 2014 | PAKDD | An Integrated Model for User Attribute Discovery: A Case Study on Political Affiliation Identification. | Swapna Gottipati, Minghui Qiu, Liu Yang, Feida Zhu, Jing Jiang |
| 2014 | WWW | Who am I on twitter?: a cross-country comparison. | Wei Dong, Minghui Qiu, Feida Zhu |
| 2013 | CIKM | Modeling interaction features for debate side clustering. | Minghui Qiu, Liu Yang, Jing Jiang |
| 2013 | CIKM | CQArank: jointly model topics and expertise in community question answering. | Liu Yang, Minghui Qiu, Swapna Gottipati, Feida Zhu, Jing Jiang, Huiping Sun, Zhong Chen |
| 2013 | EMNLP | Learning Topics and Positions from Debatepedia. | Swapna Gottipati, Minghui Qiu, Yanchuan Sim, Jing Jiang, Noah A. Smith |
| 2013 | NAACL | A Latent Variable Model for Viewpoint Discovery from Threaded Forum Posts. | Minghui Qiu, Jing Jiang |
| 2013 | NAACL | Mining User Relations from Online Discussions using Sentiment Analysis and Probabilistic Matrix Factorization. | Minghui Qiu, Liu Yang, Jing Jiang |
| 2013 | SDM | It Is Not Just What We Say, But How We Say Them: LDA-based Behavior-Topic Model. | Jing Jiang, Minghui Qiu, Feida Zhu |