| 2026 | ACL | Projecting Out the Malice: A Global Subspace Approach to LLM Detoxification. | Zenghao Duan, Zhiyi Yin, Zhichao Shi, Liang Pang, Shaoling Jing, Zihe Huang, Jiayi Wu, Yu Yan, Jingcheng Deng, Huawei Shen, Xueqi Cheng |
| 2026 | ACL | Beyond Noise: Characterizing Creative Potential in Unverifiable LLM Hallucinations. | Yu Yan, Chunhong Zhang, Haiyu Zhao, Ziyang Zeng, Zihao Liu, Yongkang Wu, Jianzhou Diao, Yijie Chen, Shujie Wang, Zheng Hu |
| 2026 | WWW | Has the Two-Decade-Old Prophecy Come True? Artificial Bad Intelligence Triggered by Merely a Single-Bit Flip in Large Language Models. | Yu Yan, Siqi Lu, Yang Gao, Zhaoxuan Li, Ziming Zhao, Qingjun Yuan, Yongjuan Wang |
| 2025 | ACL | from Benign import Toxic: Jailbreaking the Language Model via Adversarial Metaphors. | Yu Yan, Sheng Sun, Zenghao Duan, Teli Liu, Min Liu, Zhiyi Yin, LeiJingyu LeiJingyu, Qi Li |
| 2025 | DASFAA | Collaborative Stance Detection via Small-Large Language Model Consistency Verification. | Yu Yan, Sheng Sun, Zixiang Tang, Teli Liu, Min Liu |
| 2025 | EMNLP | Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of LLMs. | Yu Yan, Sheng Sun, Zhe Wang, Yijun Lin, Zenghao Duan, Zhifei Zheng, Min Liu, Zhiyi Yin, Jianping Zhang |
| 2025 | ICCV | Human-Inspired Summarization: Cluster Scene Videos into Diverse Frames. | Chao Chen, Mingzhi Zhu, Ankush Pratap Singh, Yu Yan, Felix Juefei-Xu, Chen Feng |
| 2025 | ICCV | Dual-Temporal Exemplar Representation Network for Video Semantic Segmentation. | Xiaolong Xu, Lei Zhang, Jiayi Li, Lituan Wang, Yifan Guan, Yu Yan, Leyi Zhang, Hao Song |
| 2025 | ICDE | EAST: An Interpretable Knob Estimation System for Cloud Database. | Yu Yan, Hongzhi Wang, Jian Geng, Zixuan Wang, Xingyan Li, Tianqing Wang |
| 2025 | ICICS | FCAL: An Asynchronous Federated Contrastive Semi-supervised Learning Approach for Network Traffic Classification. | Yu Yan, Qingjun Yuan, Weina Niu, Xiangyu Wang, Yanbei Zhu, Yongjuan Wang |
| 2025 | ISCAS | A 48 Gbps Communication Link Over D-Band Polymer Microwave Fiber. | Yu Yan, Vessen Vassilev, Frida Strmbeck, Dapeng Wu, Herbert Zirath |
| 2025 | PRICAI | Solving Low-Dose Computer Tomography Inverse Problem by Learning the First-Order Score of the Sparse Sinogram Samples' Distribution. | Yuchen Quan, Yaru Xue, Haisu Zhu, Yuzhu Gu, Jing Li, Yu Yan |
| 2024 | DASFAA | S | Yinghan Shen, Yu Yan, Dechun Yin, Huawei Shen |
| 2024 | ECAI | Enhancing Stance Detection on Social Media via Core Views Discovery. | Yu Yan, Yinghan Shen, Teli Liu, Xuhui Jiang, Dechun Yin |
| 2024 | ICASSP | BCC: Bidirectional Consistency Constraint Method for Hierarchical Text Classification. | Yinghan Shen, Yu Yan, Dechun Yin, Huawei Shen |
| 2024 | ICDE | QCFE: An Efficient Feature Engineering for Query Cost Estimation. | Yu Yan, Hongzhi Wang, Junfang Huang, Dake Zhong, Tao Yu, Kaixin Zhang, Man Yang, Tianqing Wang |
| 2024 | ICDE | Duet: Efficient and Scalable Hybrid Neural Relation Understanding. | Kaixin Zhang, Hongzhi Wang, Yabin Lu, Ziqi Li, Chang Shu, Yu Yan, Donghua Yang |
| 2023 | APWEB | RDBlab: An Artificial Simulation System for RDBMSs. | Yu Yan, Hongzhi Wang, Junfang Huang, Jian Geng, Zixuan Wang, Yuzhuo Wang |
| 2023 | DASFAA | CnosDB: A Flexible Distributed Time-Series Database for Large-Scale Data. | Yu Yan, Bo Zheng, Hongzhi Wang, Jinkai Zhang, Yutong Wang |
| 2023 | IGARSS | Comparison of Omnidirectional Ocean Wave Spectra From CFOSAT SWIM Observations and from Bouy Observations. | Yu Yan, Qiushuang Yan, Chenqing Fan, Jie Zhang |
| 2022 | APWEB | Multi-SQL: An Automatic Multi-model Data Management System. | Yu Yan, Hongzhi Wang, Yutong Wang, Zhixin Qi, Jian Ma, Chang Liu, Meng Gao, Hao Yan, Haoran Zhang, Ziming Shen |
| 2022 | GLOBECOM | Physical Layer Security Enabled Two-Stage AP Selection for Computation Offloading. | Yu Yan, Tao Jing, Qinghe Gao, Yingzhen Wu, Xiaoxuan Wang |
| 2022 | ICDM | Discovering Unknown Labels for Multi-Label Image Classification. | Jun Huang, Yu Yan, Xiao Zheng, Xiwen Qu, Xudong Hong |
| 2021 | AAAI | Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference. | Yichao Zhou, Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang |
| 2021 | ACL | GLGE: A New General Language Generation Evaluation Benchmark. | Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Weizhu Chen, Jie Fu, Linjun Shou, Ming Gong, Pengcheng Wang, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan |
| 2021 | ACL | ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation. | Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang, Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan |
| 2021 | ACL | FastSeq: Make Sequence Generation Faster. | Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye, Yeyun Gong, Nan Duan, Desheng Cui, Bingyu Chi, Ruofei Zhang |
| 2021 | BIBE | Automatic Estimation of Limbal Stem Cell Densities in Cultured Epithelial Cell Microscopy Imaging. | Nathan Siu, Maxime Ruiz, Sheyla Gonzalez Garrido, Yu Yan, Dylan Steinecke, Elizabeth Rao, Rachel Choi, Sarah Robertson, Sophie Deng, Corey W. Arnold, William Speier |
| 2021 | ICML | BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining. | Weizhen Qi, Yeyun Gong, Jian Jiao, Yu Yan, Weizhu Chen, Dayiheng Liu, Kewen Tang, Houqiang Li, Jiusheng Chen, Ruofei Zhang, Ming Zhou, Nan Duan |
| 2021 | ICML | EL-Attention: Memory Efficient Lossless Attention for Generation. | Yu Yan, Jiusheng Chen, Weizhen Qi, Nikhil Bhendawade, Yeyun Gong, Nan Duan, Ruofei Zhang |
| 2021 | INFOCOM | Data Privacy Security Guaranteed Network Intrusion Detection System Based on Federated Learning. | Jibo Shi, Bin Ge, Yang Liu, Yu Yan, Shuang Li |
| 2020 | ACL | RikiNet: Reading Wikipedia Pages for Natural Question Answering. | Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Nan Duan |
| 2020 | APWEB | Automatic Document Data Storage System Based on Machine Learning. | Yu Yan, Hongzhi Wang, Jian Zou, Yixuan Wang |
| 2020 | EMNLP | Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space. | Dayiheng Liu, Yeyun Gong, Jie Fu, Yu Yan, Jiusheng Chen, Jiancheng Lv, Nan Duan, Ming Zhou |
| 2020 | EMNLP | Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation. | Dayiheng Liu, Yeyun Gong, Yu Yan, Jie Fu, Bo Shao, Daxin Jiang, Jiancheng Lv, Nan Duan |
| 2020 | EMNLP | ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training. | Weizhen Qi, Yu Yan, Yeyun Gong, Dayiheng Liu, Nan Duan, Jiusheng Chen, Ruofei Zhang, Ming Zhou |
| 2019 | APNOMS | Long-Term Span Traffic Prediction Model Based on STL Decomposition and LSTM. | Yonghua Huo, Yu Yan, Dan Du, Zhihao Wang, Yixin Zhang, Yang Yang |
| 2019 | COMPSAC | Research on Evaluation Function of Clustering Algorithm Based on Duty Cycle. | Hongjie Liu, Hongzhe Xu, Yu Yan, Wen Li |
| 2018 | HCI | Characterizing the EEG Features of Inspiring Designers with Functional Terms. | Qian Zhang, Jia Hao, Qing Xue, Yu Yan |
| 2018 | ISMIS | Rough Sets: Visually Discerning Neurological Functionality During Thought Processes. | Rory A. Lewis, Chad A. Mello, Yanyan Zhuang, Martin K.-C. Yeh, Yu Yan, Dan Gopstein |
| 2018 | MICCAI | Generation of Amyloid PET Images via Conditional Adversarial Training for Predicting Progression to Alzheimer's Disease. | Yu Yan, Hoileong Lee, Edward Somer, Vicente Grau |
| 2017 | AINA | A Method for Personalized C Programming Learning Contents Recommendation to Enhance Traditional Instruction. | Yu Yan, Kohei Hara, Takenobu Kazuma, Aiguo He |
| 2017 | FIE | Detecting and comparing brain activity in short program comprehension using EEG. | Martin K.-C. Yeh, Dan Gopstein, Yu Yan, Yanyan Zhuang |
| 2016 | AINA | A Method to Describe Student Learning Status for Personalized Computer Programming e-Learning Environment. | Yu Yan, Hara Kohei, Nakano Hiroto, Takenobu Kazuma, Aiguo He |
| 2016 | CISIS | A Web Service for C Programming Learning and Teaching. | Yu Yan, Hiroto Nakano, Kohei Hara, Takenobu Kazuma, Aiguo He |
| 2016 | FIE | Using spaced repetition and gamification to enhance K-12 student science literacy with on-demand mobile short reads. | Martin K.-C. Yeh, Abtin Toshtzar, Laura A. Guertin, Yu Yan |
| 2016 | ICNC | An exponential threshold function wavelet denoising method based on Gaussian distribution. | Guoquan Xing, Yuxia Zhang, Yu Yan, Ruolin Ruan |
| 2015 | INFOCOM | Speedup of information exchange using multiple channels in wireless ad hoc networks. | Dongxiao Yu, Yuexuan Wang, Yu Yan, Jiguo Yu, Francis C. M. Lau |
| 2015 | SOSP | Optimizing power consumption of mobile games. | Yu Yan, Songtao He, Yunxin Liu, Longbo Huang |
| 2009 | HIS | Research on the Application of Data Mining Technology in Insurance Informatization. | Yu Yan, Haiying Xie |
| 2009 | PRDC | Parallel Training Strategy Based on Support Vector Regression Machine. | Yong-mei Lei, Yu Yan, Shao-jun Chen |
| 2002 | ICPR | Robust Text Detection from Binarized Document Images. | Oleg Okun, Yu Yan, Matti Pietikinen |