| 2026 | ACL | MetaScale: Test-Time Scaling with Evolving Meta-Thoughts. | Qin Liu, Wenxuan Zhou, Nan Xu, James Y. Huang, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen |
| 2026 | ACL | Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents. | Minzheng Wang, Run Luo, Yanbo Wang, Zichen Liu, Yuqiao Tan, Tao Tan, Nan Xu, Lu Wang, Wenji Mao |
| 2026 | SIGIR | PGSF: Profile-Guided Semantic Fusion for Decoupled Industrial Pre-Ranking. | Chuike Sun, Nan Xu, Xing Fang, Yang Huang, Jing Wang, Junzhou Chen |
| 2025 | AAAI | 3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding. | Xindian Ma, Wenyuan Liu, Peng Zhang, Nan Xu |
| 2025 | ACL | DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling. | Minzheng Wang, Xinghua Zhang, Kun Chen, Nan Xu, Haiyang Yu, Fei Huang, Wenji Mao, Yongbin Li |
| 2025 | ACL | Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory. | Yexiang Liu, Zekun Li, Zhi Fang, Nan Xu, Ran He, Tieniu Tan |
| 2025 | ASRU | A Universal Harmonic Discriminator for High-quality GAN-based Vocoder. | Nan Xu, Zhaolong Huang, Xiao Zeng |
| 2025 | EMNLP | ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering. | Jingxuan Wei, Nan Xu, Junnan Zhu, Haoyanni, Gaowei Wu, Qi Chen, Bihui Yu, Lei Wang |
| 2025 | EMNLP | TableEval: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering. | Junnan Zhu, Jingyi Wang, Bohan Yu, Xiaoyu Wu, Junbo Li, Lei Wang, Nan Xu |
| 2025 | ICA3PP | Anomaly Detection Method for Photovoltaic Power Generation Data Based on IAT. | Yun Wu, Ziyi Wang, Yan Du, Jieming Yang, Kai Yang, Ning An, Nan Xu, Xingyu Pan |
| 2025 | ICA3PP | A Probability Interval Prediction Method for PV Power Based on PInformer-HKDE. | Yun Wu, Ziyi Wang, Yan Du, Jieming Yang, Kai Yang, Ning An, Nan Xu, Xingyu Pan |
| 2025 | ICA3PP | Aspect Term Extraction Method Based on EBERT-CBAC. | Yun Wu, Kai Yang, Yan Du, Jieming Yang, Ziyi Wang, Ning An, Nan Xu, Yifan Huang |
| 2025 | ICA3PP | Anomaly Detection in PV Power Plants Based on Improved Isolated Forest Approach. | Yun Wu, Kai Yang, Yan Du, Jieming Yang, Ziyi Wang, Ning An, Nan Xu, Tianyang Li |
| 2025 | ICLR | MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. | Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen |
| 2025 | Interspeech | MDDM: A Multi-view Discriminative Enhanced Diffusion-based Model for Speech Enhancement. | Nan Xu, Zhaolong Huang, Xiaonan Zhi |
| 2025 | NAACL | ImaRA: An Imaginative Frame Augmented Method for Low-Resource Multimodal Metaphor Detection and Explanation. | Yuan Tian, Minzheng Wang, Nan Xu, Wenji Mao |
| 2025 | NAACL | LLM The Genius Paradox: A Linguistic and Math Expert's Struggle with Simple Word-based Counting Problems. | Nan Xu, Xuezhe Ma |
| 2025 | NAACL | From Introspection to Best Practices: Principled Analysis of Demonstrations in Multimodal In-Context Learning. | Nan Xu, Fei Wang, Sheng Zhang, Hoifung Poon, Muhao Chen |
| 2025 | PRICAI | Wind Power Curve Data Cleaning Model Based on LOF-ITSM. | Yun Wu, Ziyi Wang, Wei Zheng, Yan Du, Jieming Yang, Kai Yang, Ning An, Nan Xu |
| 2024 | ACL | Bridging Word-Pair and Token-Level Metaphor Detection with Explainable Domain Mining. | Yuan Tian, Ruike Zhang, Nan Xu, Wenji Mao |
| 2024 | COLING | PromISe: Releasing the Capabilities of LLMs with Prompt Introspective Search. | Minzheng Wang, Nan Xu, Jiahao Zhao, Yin Luo, Wenji Mao |
| 2024 | CVPR | MMA-Diffusion: MultiModal Attack on Diffusion Models. | Yijun Yang, Ruiyuan Gao, Xiaosen Wang, Tsung-Yi Ho, Nan Xu, Qiang Xu |
| 2024 | EACL | CEO: Corpus-based Open-Domain Event Ontology Induction. | Nan Xu, Hongming Zhang, Jianshu Chen |
| 2024 | EMNLP | Monotonic Paraphrasing Improves Generalization of Language Model Prompting. | Qin Liu, Fei Wang, Nan Xu, Tianyi Yan, Tao Meng, Muhao Chen |
| 2024 | EMNLP | Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA. | Minzheng Wang, Longze Chen, Fu Cheng, Shengyi Liao, Xinghua Zhang, Bingli Wu, Haiyang Yu, Nan Xu, Lei Zhang, Run Luo, Yunshui Li, Min Yang, Fei Huang, Yongbin Li |
| 2024 | EMNLP | mDPO: Conditional Preference Optimization for Multimodal Large Language Models. | Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen |
| 2024 | ICA3PP | Research on Tropical Cyclone Tracks Classification Methods and Feature Analysis in the Western Northern Pacific. | Nan Xu, Baisong Yang, Lihao Deng, Jia Ren |
| 2024 | ICASSP | Locality-Enhanced Transformer for Semantic Segmentation of High-Resolution Remote Sensing Images. | Xin Li, Feng Xu, Runliang Xia, Nan Xu, Fan Liu, Chi Yuan, Qian Huang, Xin Lyu |
| 2024 | ICLR | AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language Models. | Xiaogeng Liu, Nan Xu, Muhao Chen, Chaowei Xiao |
| 2024 | NAACL | A Theory Guided Scaffolding Instruction Framework for LLM-Enabled Metaphor Reasoning. | Yuan Tian, Nan Xu, Wenji Mao |
| 2024 | NAACL | Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking. | Nan Xu, Fei Wang, Ben Zhou, Bangzheng Li, Chaowei Xiao, Muhao Chen |
| 2024 | SMC | An Attention-Enhanced Text Error Detection Model based on Potential Miswritten Term Pre-check Feature in Manufacturing. | Nan Xu, Peiyan Wang |
| 2023 | ACL | Dynamic Routing Transformer Network for Multimodal Sarcasm Detection. | Yuan Tian, Nan Xu, Ruike Zhang, Wenji Mao |
| 2023 | ACL | Target-Oriented Relation Alignment for Cross-Lingual Stance Detection. | Ruike Zhang, Nan Xu, Hanxuan Yang, Yuan Tian, Wenji Mao |
| 2023 | CIKM | DPAN: Dynamic Preference-based and Attribute-aware Network for Relevant Recommendations. | Wei Dai, Yingmin Su, Xiaofeng Pan, Yufeng Wang, Zhenyu Zhu, Nan Xu, Chengjun Mao, Bo Cao |
| 2023 | DICTA | Leveraging Segment-Anything model for automated zero-shot road width extraction from aerial imagery. | Nan Xu, Kerry A. Nice, Sachith Seneviratne, Mark Stevenson |
| 2023 | EMNLP | Evaluating Large Language Models on Controlled Generation Tasks. | Jiao Sun, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Frederick Wieting, Nanyun Peng, Xuezhe Ma |
| 2023 | EMNLP | Modeling Conceptual Attribute Likeness and Domain Inconsistency for Metaphor Detection. | Yuan Tian, Nan Xu, Wenji Mao, Daniel Zeng |
| 2023 | EMNLP | Dense Retrieval as Indirect Supervision for Large-space Decision Making. | Nan Xu, Fei Wang, Mingtao Dong, Muhao Chen |
| 2023 | EMNLP | Look-back Decoding for Open-Ended Text Generation. | Nan Xu, Chunting Zhou, Asli Celikyilmaz, Xuezhe Ma |
| 2023 | ISI | Adversarial Topic-Aware Memory Network for Cross-Lingual Stance Detection. | Ruike Zhang, Nan Xu, Wenji Mao, Daniel Zeng |
| 2023 | ISI | Controllable News Comment Generation based on Attribute Level Contrastive Learning. | Hanyi Zou, Nan Xu, Qingchao Kong, Wenji Mao |
| 2022 | ACL | A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space. | Yuhao Zhang, Hongji Zhu, Yongliang Wang, Nan Xu, Xiaobo Li, Binqiang Zhao |
| 2022 | EMNLP | Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing. | Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen |
| 2021 | FlAIRS | Density-Aware Differentially Private Textual Perturbations Using Truncated Gumbel Noise. | Nan Xu, Oluwaseyi Feyisetan, Abhinav Aggarwal, Zekun Xu, Nathanael Teissier |
| 2021 | ISI | A Central Opinion Extraction Framework for Boosting Performance on Sentiment Analysis. | Yuan Tian, Nan Xu, Wenji Mao, Yin Luo |
| 2021 | SIGIR | PAN: Prototype-based Adaptive Network for Robust Cross-modal Retrieval. | Zhixiong Zeng, Shuai Wang, Nan Xu, Wenji Mao |
| 2020 | AAAI | Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control. | Chacha Chen, Hua Wei, Nan Xu, Guanjie Zheng, Ming Yang, Yuanhao Xiong, Kai Xu, Zhenhui Li |
| 2020 | AAAI | MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control. | Xinshi Zang, Huaxiu Yao, Guanjie Zheng, Nan Xu, Kai Xu, Zhenhui Li |
| 2020 | ACL | Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic Association. | Nan Xu, Zhixiong Zeng, Wenji Mao |
| 2020 | CIKM | Event-Driven Network for Cross-Modal Retrieval. | Zhixiong Zeng, Nan Xu, Wenji Mao |
| 2019 | AAAI | Multi-Interactive Memory Network for Aspect Based Multimodal Sentiment Analysis. | Nan Xu, Wenji Mao, Guandan Chen |
| 2019 | CIKM | CoLight: Learning Network-level Cooperation for Traffic Signal Control. | Hua Wei, Nan Xu, Huichu Zhang, Guanjie Zheng, Xinshi Zang, Chacha Chen, Weinan Zhang, Yanmin Zhu, Kai Xu, Zhenhui Li |
| 2019 | CSCWD | A Mapping Approach of Virtual-Real UR10 Twins Based on Long Short-Term Memory Neural Net. | Wenzheng Liu, Jiaxin Zhao, Lipin Shi, Nan Xu, Feng Liu, Fei Li, Heming Zhang |
| 2019 | DASFAA | A Multi-task Learning Framework for Automatic Early Detection of Alzheimer's. | Nan Xu, Yanyan Shen, Yanmin Zhu |
| 2019 | EMNLP | Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity. | Penghui Wei, Nan Xu, Wenji Mao |
| 2019 | PAKDD | Attention-Based Hierarchical Recurrent Neural Network for Phenotype Classification. | Nan Xu, Yanyan Shen, Yanmin Zhu |
| 2019 | PAKDD | Targeted Knowledge Transfer for Learning Traffic Signal Plans. | Nan Xu, Guanjie Zheng, Kai Xu, Yanmin Zhu, Zhenhui Li |
| 2018 | CIKM | An Encoder-Memory-Decoder Framework for Sub-Event Detection in Social Media. | Guandan Chen, Nan Xu, Wenji Mao |
| 2018 | ICNC | Modeling and Implementation of Distributed Environment Based on Pi-Calculus and Agent. | Nan Xu, Hui Kang, Fang Mei |
| 2018 | IJCNN | MNRD: A Merged Neural Model For Rumor Detection In Social Media. | Nan Xu, Guandan Chen, Wenji Mao |
| 2018 | SIGIR | A Co-Memory Network for Multimodal Sentiment Analysis. | Nan Xu, Wenji Mao, Guandan Chen |
| 2017 | CIKM | MultiSentiNet: A Deep Semantic Network for Multimodal Sentiment Analysis. | Nan Xu, Wenji Mao |
| 2017 | ICIP | Saliency detection via local single Gaussian model. | Nan Xu, Yanqing Guo, Xiangwei Kong |
| 2017 | ICONIP | A Method to Improve Accuracy of Velocity Prediction Using Markov Model. | Yadan Liu, Liang Chu, Nan Xu, Yi-fan Jia, Zhe Xu |
| 2017 | ICONIP | Energy Management of Planetary Gear Hybrid Electric Vehicle Based on Improved Dynamic Programming. | Xin Tang, Liang Chu, Nan Xu, Di Zhao, Zhe Xu |
| 2017 | ISI | Analyzing multimodal public sentiment based on hierarchical semantic attentional network. | Nan Xu |
| 2015 | ICIP | Reconstruction for stochastic 3-D signals with symmetric statistics in noise: Electron microscopy of virus particles. | Nan Xu, Peter C. Doerschuk |
| 2014 | ICIP | Directed interactivity of large-scale brain networks: Introducing a new method for estimating resting-state effective connectivity MRI. | Nan Xu, R. Nathan Spreng, Peter C. Doerschuk |
| 2014 | IGARSS | Orientation estimation of building using DSM and optical images based on Zernike moments. | Shu Tian, Ye Zhang, Yiming Yan, Yanfeng Gu, Nan Xu |
| 2014 | ICWS | A Utility-Aware Runtime Conflict Resolver for Composite Web Services. | Jiuyun Xu, Xiao Ning, Nan Xu, Di Li, Stephan Reiff-Marganiec |
| 2010 | ICNC | Study on the application of the hierarchical fuzzy neural network in the fault diagnosis of the asynchronous motor. | Yun Zhang, Nan Xu, Quanxi Ji |
| 2008 | ICNC | The Energy-Saving Routing Protocol Based on AODV. | Xinsheng Wang, Qing Liu, Nan Xu |
| 2008 | Interspeech | Tone hyperarticulation in Cantonese infant-directed speech. | Nan Xu, Denis Burnham |
| 2007 | Interspeech | Vowels and tones in infant directed speech: hyperarticulation for both, but different developmental patterns. | Nan Xu, Denis Burnham, Christine Kitamura |