| 2026 | ACL | Beyond Itinerary Planning - A Real-World Benchmark for Multi-Turn and Tool-Using Travel Tasks. | Xiang Cheng, Yulan Hu, Xiangwen Zhang, Lu Xu, Lide Tan, Zheng Pan, Xin Li, Yong Liu |
| 2026 | LREC | Cultural and Knowledge Biases in LLMs through the Lens of Entity-Aware Machine Translation. | Lu Xu, Luca Moroni, Roberto Navigli |
| 2026 | WACV | Controllable Image Synthesis for Endoscopy: Leveraging Text and Spatial Guidance in Diffusion Models. | Lu Xu, Anuja Vats, Marius Pedersen, Kiran B. Raja |
| 2025 | CVPR | Beyond Raw Videos: Understanding Edited Videos with Large Multimodal Model. | Lu Xu, Sijie Zhu, Chunyuan Li, Chia-Wen Kuo, Fan Chen, Xinyao Wang, Guang Chen, Dawei Du, Ye Yuan, Longyin Wen |
| 2025 | EMNLP | CrowdAgent: Multi-Agent Managed Multi-Source Annotation System. | Maosheng Qin, Renyu Zhu, Mingxuan Xia, Chenkai Chen, Zhen Zhu, Minmin Lin, Junbo Zhao, Lu Xu, Changjie Fan, Runze Wu, Haobo Wang |
| 2025 | EMNLP | From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition. | Tianduo Wang, Lu Xu, Wei Lu, Shanbo Cheng |
| 2024 | AAAI | Mask-Homo: Pseudo Plane Mask-Guided Unsupervised Multi-Homography Estimation. | Yasi Wang, Hong Liu, Chao Zhang, Lu Xu, Qiang Wang |
| 2024 | ACL | Mitigating Data Scarcity in Semantic Parsing across Languages with the Multilingual Semantic Layer and its Dataset. | Abelardo Carlos Martinez Lorenzo, Pere-Llus Huguet Cabot, Karim Ghonim, Lu Xu, Hee-Soo Choi, Alberte Fernndez-Castro, Roberto Navigli |
| 2024 | ACL | ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models. | Haochen Tan, Zhijiang Guo, Zhan Shi, Lu Xu, Zhili Liu, Yunlong Feng, Xiaoguang Li, Yasheng Wang, Lifeng Shang, Qun Liu, Linqi Song |
| 2024 | CVPR | HUGS: Holistic Urban 3D Scene Understanding via Gaussian Splatting. | Hongyu Zhou, Jiahao Shao, Lu Xu, Dongfeng Bai, Weichao Qiu, Bingbing Liu, Yue Wang, Andreas Geiger, Yiyi Liao |
| 2024 | EACL | Parameter-Efficient Conversational Recommender System as a Language Processing Task. | Mathieu Ravaut, Hao Zhang, Lu Xu, Aixin Sun, Yong Liu |
| 2024 | ICIP | Generate DSLR-Like Image With Global Information and Prior Guided ISP. | Lu Xu, Chao Zhang, Yasi Wang, Qiang Wang |
| 2024 | MICCAI | Sparsity- and Hybridity-Inspired Visual Parameter-Efficient Fine-Tuning for Medical Diagnosis. | Mingyuan Liu, Lu Xu, Shengnan Liu, Jicong Zhang |
| 2024 | QRS | A Traffic Domain Classification Method Based On Large Model Multiple Optimization Strategies Neural Network. | Qizheng Wu, Sen Wang, Xingyu Han, Lu Xu, Xiang Chen |
| 2023 | ACL | Sampling Better Negatives for Distantly Supervised Named Entity Recognition. | Lu Xu, Lidong Bing, Wei Lu |
| 2023 | ACL | Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data. | Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng |
| 2023 | ASPDAC | Multi-Wavelength Parallel Training and Quantization-Aware Tuning for WDM-Based Optical Convolutional Neural Networks Considering Wavelength-Relative Deviations. | Ying Zhu, Min Liu, Lu Xu, Lei Wang, Xi Xiao, Shaohua Yu |
| 2023 | CVPR | NTIRE 2023 Challenge on Night Photography Rendering. | Alina Shutova, Egor I. Ershov, Georgy Perevozchikov, Ivan Ermakov, Nikola Banic, Radu Timofte, Richard Collins, Maria Efimova, Arseniy P. Terekhin, Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini, Chunxia Lei, Tingniao Wang, Song Wang, Shuai Liu, Chaoyu Feng, Guangqi Shao, Hao Wang, Xiaotao Wang, Lei Lei, Lu Xu, Chao Zhang, Yasi Wang, Jin Guo, Yangfan Sun, Tianli Liu, Dejun Hao, Furkan Kinli, Baris zcan, Furkan Kira, Hyerin Chung, Nakyung Lee, Sungkeun Kwak, Marcos V. Conde, Tim Seizinger, Florin-Alexandru Vasluianu, Omar Elezabi, Chia-Hsuan Hsieh, Wei-Ting Chen, Hao-Hsiang Yang, Zhi-Kai Huang, Hua-En Chang, I-Hsiang Chen, Yi-Chung Chen, Yuan-Chun Chiang |
| 2023 | EMNLP | Decomposed Prompt Tuning via Low-Rank Reparameterization. | Yao Xiao, Lu Xu, Jiaxi Li, Wei Lu, Xiaoli Li |
| 2023 | HCI | Research on Design Strategy of Puppetry Based on Octalysis Framework. | Lu Xu, Tianhong Fang |
| 2023 | IGARSS | Soil Moisture Retrieval Using Sentinel-1 Data Based on Resnext. | Tianyang Li, Hong Zhang, Chao Wang, Lu Xu, Fan Wu |
| 2023 | MICCAI | Learning Large Margin Sparse Embeddings for Open Set Medical Diagnosis. | Mingyuan Liu, Lu Xu, Jicong Zhang |
| 2022 | EMNLP | Revisiting DocRED - Addressing the False Negative Problem in Relation Extraction. | Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng, Sharifah Mahani Aljunied |
| 2022 | IGARSS | Consistency Study of the Time-Series SAR Responses in Rice Fields of Southeast Asia. | Lu Xu, Hong Zang, Chao Wang, Chunling Sun |
| 2022 | IGARSS | Azimuth-Sensitive Object Detection in Sar Images Using Improved Yolo V5 Model. | Ji Ge, Bo Zhang, Chao Wang, Changgui Xu, Zhixin Tian, Lu Xu |
| 2022 | IGARSS | Built-Up Area Extraction From GF-3 Image based on an Improved Transformer Model. | Tianyang Li, Chao Wang, Fan Wu, Hong Zhang, Bo Zhang, Lu Xu |
| 2021 | AAAI | Efficient Deep Image Denoising via Class Specific Convolution. | Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy S. J. Ren |
| 2021 | ACL | Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction. | Lu Xu, Yew Ken Chia, Lidong Bing |
| 2021 | ICIP | Low-Dose CT Denoising Using A Structure-Preserving Kernel Prediction Network. | Lu Xu, Yuwei Zhang, Ying Liu, Daoye Wang, Mu Zhou, Jimmy S. J. Ren, Jingwei Wei, Zhaoxiang Ye |
| 2021 | IGARSS | Characterization of Global Vegetation Roughness Index (VRI) Products Derived from the SGLI Sensor Onboard GCOM-C. | Lu Xu, Hongliang Fang, Sijia Li |
| 2021 | IJCNN | Scene-Perception Graph Convolutional Networks for Human Action Prediction. | Ji'an Tao, Lu Xu, Xinyan Ma, Jianyu Yan, Kuizhi Mei |
| 2021 | NAACL | Better Feature Integration for Named Entity Recognition. | Lu Xu, Zhanming Jie, Wei Lu, Lidong Bing |
| 2021 | PRICAI | Subspace Enhancement and Colorization Network for Infrared Video Action Recognition. | Lu Xu, Xian Zhong, Wenxuan Liu, Shilei Zhao, Zhengwei Yang, Luo Zhong |
| 2020 | AAAI | Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis. | Haiyun Peng, Lu Xu, Lidong Bing, Fei Huang, Wei Lu, Luo Si |
| 2020 | EMNLP | Aspect Sentiment Classification with Aspect-Specific Opinion Spans. | Lu Xu, Lidong Bing, Wei Lu, Fei Huang |
| 2020 | EMNLP | Position-Aware Tagging for Aspect Sentiment Triplet Extraction. | Lu Xu, Hao Li, Wei Lu, Lidong Bing |
| 2020 | Networking | Encrypted Application Classification with Convolutional Neural Network. | Kun Yang, Lu Xu, Yang Xu, H. Jonathan Chao |
| 2020 | SIGCOMM | ETCNet: Encrypted Traffic Classification using Siamese Convolutional Networks. | Lu Xu, Daihui Dou, H. Jonathan Chao |
| 2019 | GLOBECOM | Anomaly Detection Models Based on Context-Aware Sequential Long Short-Term Memory Learning. | Lu Xu, Zhongzhi Luan, Carol J. Fung, Da Ye, Depei Qian |
| 2019 | ICASSP | Complementary Siamese Networks for Robust Visual Tracking. | Heng Fan, Lu Xu, Jinhai Xiang |
| 2019 | ICIP | Hierarchical Multi-Task Network For Race, Gender and Facial Attractiveness Recognition. | Lu Xu, Heng Fan, Jinhai Xiang |
| 2019 | ICMLC | Data-Driven Approach for Quality Evaluation on Knowledge Sharing Platform. | Lu Xu, Jinhai Xiang, Yating Wang, Fuchuan Ni |
| 2019 | WISE | Locking Mechanism for Concurrency Conflicts on Hyperledger Fabric. | Lu Xu, Wei Chen, Zhixu Li, Jiajie Xu, An Liu, Lei Zhao |
| 2018 | CNSM | Outlier Detection for Distributed Services using Multi-Frequency Patterns. | Lu Xu, Zhongzhi Luan, Carol J. Fung, Guang Wei, Depei Qian |
| 2018 | IGARSS | An Tensor-Based Corn Mapping Scheme with Radarsat-2 Fully Polarimetric Images. | Lu Xu, Hong Zhang, Chao Wang, Bo Zhang, Meng Liu |
| 2017 | APCC | Reconstruction of vertical rainfall fields using satellite communication links. | Xi Shen, Defeng David Huang, Lu Xu, Xiaowen Tang |
| 2017 | APCC | Tomographic reconstruction of rainfall fields using satellite communication links. | Lu Xu, Xi Shen, Defeng David Huang, Xuxiang Feng, Wanyu Wang |
| 2017 | ICNC | Human activity recognition based on random forests. | Lu Xu, Weidu Yang, Yueze Cao, Quanlong Li |
| 2017 | IGARSS | Comparative analysis of classification results between compact and fully polarimetric SAR images in random forest classifier. | Lu Xu, Hong Zhang, Chao Wang |
| 2017 | IGARSS | Ship detection and velocity estimation in quad polarimetric SAR images from pursuit monostatic mode of TerraSAR-X and TanDEM-X. | Bo Zhang, Chao Wang, Fan Wu, Hong Zhang, Lu Xu, Liu Meng |
| 2016 | HPCC | HMSS: A High Performance Host-Managed Shingled Storage System Based on Awareness of SMR on Block Layer. | Liuying Ma, Lu Xu |
| 2016 | HPCC | DAVM Distributed Asynchronous Data Versioning Mechanism for Replicas. | Hui Wang, Mingyang Guo, Huanqing Dong, Lu Xu |
| 2015 | HPCC | Research of Massive Small Files Reading Optimization Based on Parallel Network File System. | Hongzhang Yang, Junwei Zhang, Xiangchao Zeng, Huanqing Dong, Lu Xu |
| 2015 | HPCC | RALD: Reliable Transactional Software Controller for Redundancy Array of Log Structured Disks. | Zhenyuan Sun, Mingyang Guo, Huanqing Dong, Yunqiu Liu, Zhenjun Liu, Lu Xu |
| 2015 | ICASSP | A low complexity iterative soft-decision feedback MMSE-PIC detection algorithm for massive MIMO. | Licai Fang, Lu Xu, Qinghua Guo, Defeng Huang, Sven Nordholm |
| 2015 | ICASSP | Impulsive noise detection in PLC with smoothed L0-norm. | Filbert H. Juwono, Qinghua Guo, Defeng Huang, Kit Po Wong, Lu Xu |
| 2012 | APCC | A parallel digital hardware generator of White Gaussian noise stressing on crest factor. | Ziya Xu, Jingshu Chen, Lu Xu, Wanyu Wang |
| 2012 | CEC | Local cooperation delivers global optimization. | Zhou Wu, Lu Xu, Tommy W. S. Chow, Ming-Bo Zhao |
| 2012 | CLUSTER | BWCC: A FS-Cache Based Cooperative Caching System for Network Storage System. | Liu Shi, Zhenjun Liu, Lu Xu |
| 2012 | HPCC | Stable Set Model Based Methods for Large-capacity Client Cache Management. | Mingyang Guo, Liu Liu, Yongle Zhang, Zhenjun Liu, Lu Xu |
| 2011 | CIS | FBctlr - A Novel Approach for Storage Performance Virtualization. | Liu Liu, Zhenhan Liu, Lu Xu, Junwei Zhang |
| 2011 | HPCC | A File Level RAID in Blue Whale File System. | Zhenhan Liu, Xiaoxuan Meng, Lu Xu |
| 2011 | ICDAR | An Improved Method Based on Weighted Grid Micro-structure Feature for Text-Independent Writer Recognition. | Lu Xu, Xiaoqing Ding, Liangrui Peng, Xin Li |
| 2011 | ICPADS | A Method for Improving Concurrent Write Performance by Dynamic Mapping Virtual Storage System Combined with Cache Management. | Fen Li, Qingzhong Bu, Weiwei Li, Xiaoxuan Meng, Lu Xu, Jiangang Zhang |
| 2010 | HPCC | Client Based Data Isolation of Blue Whale File System in Non-linear Edit Field. | Liu Shi, Jingliang Zhang, Lu Xu |
| 2010 | ICA3PP | Research and Design of Deployment Framework for Blade-Based Data Center. | Haiping Qu, Xiuwen Wang, Lu Xu, Jiangang Zhang, Xiaoming Han |
| 2010 | ISPA | An Effective, Low-Overhead, Improved Replacement Algorithm for Mail Service Applications in Storage System. | Chengxiang Si, Xiaoxuan Meng, Yuanfei Chen, Lu Xu |
| 2010 | PDCAT | Experiences with Hierarchical Storage Management Support in Blue Whale File System. | Hongyuan Ma, Zhenjun Liu, Huan Zhang, Shuo Feng, Xiaoming Han, Lu Xu |
| 2009 | CCGRID | AVSS: An Adaptable Virtual Storage System. | Jian Ke, Xudong Zhu, Wenwu Na, Lu Xu |
| 2009 | HPCC | A Flexible Two-Layer Buffer Caching Scheme for Shared Storage Cache. | Xiaoxuan Meng, Chengxiang Si, Wenwu Na, Haroon-Ur-Rashid Khan, Lu Xu |
| 2009 | HPCC | Volume Based Metadata Isolation in Blue Whale Cluster File System. | Jingliang Zhang, Chengxiang Si, Yajun Jia, Jiangang Zhang, Xiaoming Han, Lu Xu |
| 2009 | ICONIP | PPoSOM: A Multidimensional Data Visualization Using Probabilistic Assignment Based on Polar SOM. | Yang Xu, Lu Xu, Tommy W. S. Chow, Anthony Shi-Sheung Fong |
| 2009 | Interspeech | ANN based decision fusion for speech emotion recognition. | Lu Xu, Mingxing Xu, Dali Yang |
| 2009 | ISPA | A Replacement Algorithm Designed for the Web Search Engine and Its Application in Storage Cache. | Xiaoxuan Meng, Chengxiang Si, Xiaoming Han, Jiangang Zhang, Lu Xu |
| 2009 | ISPA | P-Cache: Providing Prioritized Caching Service for Storage System. | Xiaoxuan Meng, Chengxiang Si, Wenwu Na, Lu Xu |
| 2009 | ISPA | CISP-Growth: A Contiguous Item Sequential Pattern Mining Algorithm with Application Level IO Patterns. | Jingliang Zhang, Junwei Zhang, Jian-Gang Zhang, Xiaoming Han, Lu Xu |
| 2009 | PDCAT | Performance Optimization under Small Files Intensive Workloads in BWFS. | Zhenhan Liu, Xiaoxuan Meng, Lu Xu |
| 2009 | PDCAT | A Novel Metadata Management Architecture Based on Service Separation in Cluster File System. | Junwei Zhang, Jingliang Zhang, Jiangang Zhang, Xiaoming Han, Lu Xu |
| 2008 | GPC | A Component-Based Analytical Performance Model of IP-Based SAN. | Min Wang, Wei Xu, Lu Xu |
| 2008 | HPCC | An Efficient Disk I/O Characteristics Collection Method Based on Virtual Machine Technology. | Yu-Liang Shen, Lu Xu |
| 2008 | ICPADS | A Novel Network RAID Architecture with Out-of-Band Virtualization and Redundant Management. | Wenwu Na, Xiaoxuan Meng, Chengxiang Si, Jian Ke, Xudong Zhu, Qingzhong Bu, Lu Xu |
| 2007 | ICCSA | Real-Time Navigation for a Mobile Robot Based on the Autonomous Behavior Agent. | Lu Xu, Liguo Zhang, Yangzhou Chen |
| 1995 | APSEC | Two Dimensional Concurrent Program Debugging. | Lu Xu, Michal Young |