| 2026 | AAAI | Dynamic Deep Graph Learning for Incomplete Multi-View Clustering with Masked Graph Reconstruction Loss. | Zhenghao Zhang, Jun Xie, Xingchen Chen, Tao Yu, Hongzhu Yi, Kaixin Xu, Yuanxiang Wang, Tianyu Zong, Xinming Wang, Jiahuan Chen, Guoqing Chao, Feng Chen, Zhepeng Wang, Jungang Xu |
| 2025 | AAAI | RLPF: Reinforcement Learning from Prediction Feedback for User Summarization with LLMs. | Jiaxing Wu, Lin Ning, Luyang Liu, Harrison Lee, Neo Wu, Chao Wang, Sushant Prakash, Shawn O'Banion, Bradley Green, Jun Xie |
| 2025 | CVPR | Convex Combination Star Shape Prior for Data-driven Image Semantic Segmentation. | Xinyu Zhao, Jun Xie, Shengzhe Chen, Jun Liu |
| 2025 | ECAI | Subconscious Robotic Imitation Learning. | Jun Xie, Zhicheng Wang, Jianwei Tan, Huanxu Lin, Yang Jiang, Xiaoguang Ma |
| 2025 | ICDAR | Deep Learning for Defect Detection in Answer Document Image. | Jun Xie, Yiming Xia, Sailong Wu, Ruiqing Wu, Yirong Chen |
| 2025 | ICDE | Ratel: Optimizing Holistic Data Movement to Fine-tune 100B Model on a Consumer GPU. | Changyue Liao, Mo Sun, Zihan Yang, Jun Xie, Kaiqi Chen, Binhang Yuan, Fei Wu, Zeke Wang |
| 2025 | ICDE | Hyperion: Co-Optimizing SSD Access and GPU Computation for Cost-Efficient GNN Training. | Jie Sun, Mo Sun, Zheng Zhang, Zuocheng Shi, Jun Xie, Zihan Yang, Jie Zhang, Zeke Wang, Fei Wu |
| 2025 | ICML | Deliberation in Latent Space via Differentiable Cache Augmentation. | Luyang Liu, Jonas Pfeiffer, Jiaxing Wu, Jun Xie, Arthur Szlam |
| 2025 | IROS | Constrained Behavior Cloning for Robotic Learning. | Jun Xie, Jianwei Tan, Wensheng Liang, Zhicheng Wang, Xiaoguang Ma |
| 2025 | WWW | User-LLM: Efficient LLM Contextualization with User Embeddings. | Lin Ning, Luyang Liu, Jiaxing Wu, Neo Wu, Devora Berlowitz, Sushant Prakash, Bradley Green, Shawn O'Banion, Jun Xie |
| 2024 | COLING | Leveraging AMR Graph Structure for Better Sequence-to-Sequence AMR Parsing. | Linyu Fan, Wu Wu Yiheng, Jun Xie, Junhui Li, Fang Kong, Guodong Zhou |
| 2024 | COLING | MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation. | Jianhui Pang, Baosong Yang, Derek F. Wong, Dayiheng Liu, Xiangpeng Wei, Jun Xie, Lidia S. Chao |
| 2024 | ECAI | JOSAL: Joint Learning Framework for Open-Set Active Learning. | Jun Xie, Xiaohui Song, Yangjie Cao, Zhi Liu, Weiping Wang, Hongli Xu |
| 2024 | EMNLP | Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning. | Tianxiang Hu, Pei Zhang, Baosong Yang, Jun Xie, Derek F. Wong, Rui Wang |
| 2024 | ICCE | Designing an Educational Game for Facilitating Development of Media and Information Literacy. | Jun Xie, Xiang Li, Kotomi Hasegawa, Zhichun Liu, Frank Reichert |
| 2024 | WACV | ReIDTracker_Sea: Multi-Object Tracking in Maritime Computer Vision. | Kaer Huang, Weitu Chong, Hui Yang, Kanokphan Lertniphonphan, Jun Xie, Feng Chen |
| 2024 | WACV | 2 | Benjamin Kiefer, Lojze Zust, Matej Kristan, Janez Pers, Matija Tersek, Arnold Wiliem, Martin Messmer, Cheng-Yen Yang, Hsiang-Wei Huang, Zhongyu Jiang, Heng-Cheng Kuo, Jie Mei, Jenq-Neng Hwang, Daniel Stadler, Lars Sommer, Kaer Huang, Aiguo Zheng, Weitu Chong, Kanokphan Lertniphonphan, Jun Xie, Feng Chen, Jian Li, Zhepeng Wang, Luca Zedda, Andrea Loddo, Cecilia Di Ruberto, Tuan-Anh Vu, Hai Nguyen-Truong, Tan-Sang Ha, Quan-Dung Pham, Sai-Kit Yeung, Yuan Feng, Nguyen Thanh Thien, Lixin Tian, Sheng-Yao Kuan, Yuan-Hao Ho, ngel Bueno Rodrguez, Borja Carrillo-Perez, Alexander Klein, Antje Alex, Yannik Steiniger, Felix Sattler, Edgardo Solano-Carrillo, Matej Fabijanic, Magdalena Sumunec, Nadir Kapetanovic, Andreas Michel, Wolfgang Gross, Martin Weinmann |
| 2024 | WACV | Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation. | Inkyu Shin, Dahun Kim, Qihang Yu, Jun Xie, Hong-Seok Kim, Bradley Green, In So Kweon, Kuk-Jin Yoon, Liang-Chieh Chen |
| 2023 | ACL | Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation. | Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Mingfeng Xue, Boxing Chen, Jun Xie |
| 2023 | ACL | Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation. | Zhiwei Cao, Baosong Yang, Huan Lin, Suhang Wu, Xiangpeng Wei, Dayiheng Liu, Jun Xie, Min Zhang, Jinsong Su |
| 2023 | ACL | Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints. | Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Xiangpeng Wei, Zhengyuan Liu, Jun Xie |
| 2023 | EMNLP | MMNMT: Modularizing Multilingual Neural Machine Translation with Flexibly Assembled MoE and Dense Blocks. | Shangjie Li, Xiangpeng Wei, Shaolin Zhu, Jun Xie, Baosong Yang, Deyi Xiong |
| 2023 | EMNLP | Improving Neural Machine Translation by Multi-Knowledge Integration with Prompting. | Ke Wang, Jun Xie, Yuqi Zhang, Yu Zhao |
| 2023 | EMNLP | Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation. | Mingfeng Xue, Dayiheng Liu, Wenqiang Lei, Jie Fu, Jian Lan, Mei Li, Baosong Yang, Jun Xie, Yidan Zhang, Dezhong Peng, Jiancheng Lv |
| 2023 | EMNLP | Dynamic Voting for Efficient Reasoning in Large Language Models. | Mingfeng Xue, Dayiheng Liu, Wenqiang Lei, Xingzhang Ren, Baosong Yang, Jun Xie, Yidan Zhang, Dezhong Peng, Jiancheng Lv |
| 2023 | GLOBECOM | Community Detection-Empowered Hybrid Network Slicing for Aerial Communication Services. | Chenjing Tian, Jun Xie, Haotong Cao, Yinjin Fu, Xijian Luo |
| 2023 | HPCC | indexPDT: A High Scalable Distributed Classification Approach with Novel Cache Structure for Geo-location. | Zhijie Sun, Jing Li, Jun Xie, Binfan Zheng, Li Zeng, Rongqian Zhao |
| 2023 | IJCNN | CaT: Cyclic-Accumulation Transformer for Lane Detection. | Dezhen Qi, Jun Xie, Guoyu Yang, Dongdong Liu, Ye Qiu, Yuer Lu, Xiaoming Jiang, Jianwei Shuai |
| 2023 | ICRA | Natural Language Instruction Understanding for Robotic Manipulation: a Multisensory Perception Approach. | Weihua Wang, Xiaofei Li, Yanzhi Dong, Jun Xie, Di Guo, Huaping Liu |
| 2022 | AAAI | Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement. | Yichao Du, Zhirui Zhang, Weizhi Wang, Boxing Chen, Jun Xie, Tong Xu |
| 2022 | AAAI | Non-parametric Online Learning from Human Feedback for Neural Machine Translation. | Dongqi Wang, Haoran Wei, Zhirui Zhang, Shujian Huang, Jun Xie, Jiajun Chen |
| 2022 | ACL | Automatic Song Translation for Tonal Languages. | Fenfei Guo, Chen Zhang, Zhirui Zhang, Qixin He, Kejun Zhang, Jun Xie, Jordan L. Boyd-Graber |
| 2022 | ACL | Unsupervised Preference-Aware Language Identification. | Xingzhang Ren, Baosong Yang, Dayiheng Liu, Haibo Zhang, Xiaoyu Lv, Liang Yao, Jun Xie |
| 2022 | COMPSAC | A Curated Personas and Design Guidelines Tool for Better Supporting Diverse End-users. | Jianing Liu, Jia Shi, Jun Xie, Xinyun Zhang, Zichuan Zhang, John C. Grundy, Tanjila Kanij |
| 2022 | CVPR | TubeFormer-DeepLab: Video Mask Transformer. | Dahun Kim, Jun Xie, Huiyu Wang, Siyuan Qiao, Qihang Yu, Hong-Seok Kim, Hartwig Adam, In So Kweon, Liang-Chieh Chen |
| 2022 | EMNLP | Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? | Pei Zhang, Baosong Yang, Haoran Wei, Dayiheng Liu, Kai Fan, Luo Si, Jun Xie |
| 2022 | EMNLP | Non-Parametric Domain Adaptation for End-to-End Speech Translation. | Yichao Du, Weizhi Wang, Zhirui Zhang, Boxing Chen, Tong Xu, Jun Xie, Enhong Chen |
| 2022 | EMNLP | WR-One2Set: Towards Well-Calibrated Keyphrase Generation. | Binbin Xie, Xiangpeng Wei, Baosong Yang, Huan Lin, Jun Xie, Xiaoli Wang, Min Zhang, Jinsong Su |
| 2022 | NAACL | Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation. | Huan Lin, Baosong Yang, Liang Yao, Dayiheng Liu, Haibo Zhang, Jun Xie, Min Zhang, Jinsong Su |
| 2021 | ACL | Multi-Granularity Contrasting for Cross-Lingual Pre-Training. | Shicheng Li, Pengcheng Yang, Fuli Luo, Jun Xie |
| 2021 | EMNLP | Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables. | Weizhi Wang, Zhirui Zhang, Yichao Du, Boxing Chen, Jun Xie, Weihua Luo |
| 2021 | EMNLP | Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation. | Xin Zheng, Zhirui Zhang, Shujian Huang, Boxing Chen, Jun Xie, Weihua Luo, Jiajun Chen |
| 2021 | NAACL | Context-Interactive Pre-Training for Document Machine Translation. | Pengcheng Yang, Pei Zhang, Boxing Chen, Jun Xie, Weihua Luo |
| 2020 | AAAI | Neural Simile Recognition with Cyclic Multitask Learning and Local Attention. | Jiali Zeng, Linfeng Song, Jinsong Su, Jun Xie, Wei Song, Jiebo Luo |
| 2020 | ACL | Improving Event Detection via Open-domain Trigger Knowledge. | Meihan Tong, Bin Xu, Shuai Wang, Yixin Cao, Lei Hou, Juanzi Li, Jun Xie |
| 2020 | ACL | A Reinforced Generation of Adversarial Examples for Neural Machine Translation. | Wei Zou, Shujian Huang, Jun Xie, Xinyu Dai, Jiajun Chen |
| 2020 | COLING | Making the Best Use of Review Summary for Sentiment Analysis. | Sen Yang, Leyang Cui, Jun Xie, Yue Zhang |
| 2020 | COLING | Emotion Classification by Jointly Learning to Lexiconize and Classify. | Deyu Zhou, Shuangzhi Wu, Qing Wang, Jun Xie, Zhaopeng Tu, Mu Li |
| 2020 | EMNLP | What Have We Achieved on Text Summarization? | Dandan Huang, Leyang Cui, Sen Yang, Guangsheng Bao, Kun Wang, Jun Xie, Yue Zhang |
| 2019 | EMNLP | Towards Linear Time Neural Machine Translation with Capsule Networks. | Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Lei Li |
| 2019 | EMNLP | Specificity-Driven Cascading Approach for Unsupervised Sentiment Modification. | Pengcheng Yang, Junyang Lin, Jingjing Xu, Jun Xie, Qi Su, Xu Sun |
| 2018 | AAAI | Deep Semantic Role Labeling With Self-Attention. | Zhixing Tan, Mingxuan Wang, Jun Xie, Yidong Chen, Xiaodong Shi |
| 2018 | ANT | Review on Multi-objective Joint Economic Dispatching of Microgrid in Power System. | Mengya Xue, Jun Xie, Fei Chen, Xianbin Ke, Tao Xu, Hui Hou |
| 2018 | COLING | Neural Machine Translation with Decoding History Enhanced Attention. | Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Chao Bian |
| 2018 | EMNLP | Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination. | Jiali Zeng, Jinsong Su, Huating Wen, Yang Liu, Jun Xie, Yongjing Yin, Jianqiang Zhao |
| 2018 | HCI | Study on Design Principles of Voice Interaction Design for Smart Mobile Devices. | Feng Gao, Chaoyang Yu, Jun Xie |
| 2018 | ISCAS | A Fast Charging System based on Charging Current Dynamic Adjustment Method. | Jilong Guo, Qiming Guo, Xinghui Liu, Jiahao Kang, Bihua Yang, Jun Xie, Ximeng Guan, Jiasong Sun, Ze Yuan, Xiang Zou, Peng Wei, Xiaojun Yu, Zihong Liu |
| 2017 | AIED | Learning from Errors: Identifying Strategies in a Math Tutoring System. | Jun Xie, Keith T. Shubeck, Scotty D. Craig, Xiangen Hu |
| 2017 | CHI | Interactive Vectorization. | Jun Xie, Holger Winnemller, Wilmot Li, Stephen Schiller |
| 2017 | EDM | Student Learning Strategies to Predict Success in an Online Adaptive Mathematics Tutoring System. | Jun Xie, Shirin Mojarad, Keith T. Shubeck, Alfred Essa, Ryan S. Baker, Xiangen Hu |
| 2016 | ANT | Electrical Vehicle Wireless Charging Technology Based on Energy Internet Application in China. | Hui Hou, Jun Xie, Dongming Zhao, Wei Chen, Zhengtian Li, Jin Ma, Ke Meng, Zhaoyang Dong |
| 2016 | CVPR | Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer. | Jun Xie, Martin Kiefel, Ming-Ting Sun, Andreas Geiger |
| 2016 | DASC | A Probabilistic Perspective Model for Recommendation Considering Long Tail Effect. | Shuanghu Luo, Jun Xie |
| 2016 | EDM | Identifying relevant user behavior and predicting learning and persistence in an ITS-based afterschool program. | Scotty D. Craig, Xudong Huang, Jun Xie, Ying Fang, Xiangen Hu |
| 2015 | AAAI | Learning Greedy Policies for the Easy-First Framework. | Jun Xie, Chao Ma, Janardhan Rao Doppa, Prashanth Mannem, Xiaoli Z. Fern, Thomas G. Dietterich, Prasad Tadepalli |
| 2014 | COLING | A Dependency Edge-based Transfer Model for Statistical Machine Translation. | Hongshen Chen, Jun Xie, Fandong Meng, Wenbin Jiang, Qun Liu |
| 2014 | COLING | Augment Dependency-to-String Translation with Fixed and Floating Structures. | Jun Xie, Jinan Xu, Qun Liu |
| 2014 | COLING | RED: A Reference Dependency Based MT Evaluation Metric. | Hui Yu, Xiaofeng Wu, Jun Xie, Wenbin Jiang, Qun Liu, Shouxun Lin |
| 2014 | HCI | Semantic Representation Analysis: A General Framework for Individualized, Domain-Specific and Context-Sensitive Semantic Processing. | Xiangen Hu, Benjamin D. Nye, Chuang Gao, Xudong Huang, Jun Xie, Keith T. Shubeck |
| 2014 | ICIP | Edge guided single depth image super resolution. | Jun Xie, Rogrio Schmidt Feris, Ming-Ting Sun |
| 2014 | ITS | The Impact of Epistemological Beliefs on Student Interactions with an Intelligent Tutoring System. | Scotty D. Craig, Jun Xie, Xudong Huang, Arthur C. Graesser, Xiangen Hu |
| 2014 | UIST | PortraitSketch: face sketching assistance for novices. | Jun Xie, Aaron Hertzmann, Wilmot Li, Holger Winnemller |
| 2013 | EDM | Discovering the Relationship between Student Effort and Ability for Predicting the Performance of Technology-Assisted Learning in a Mathematics After-School Program. | Jun Xie, Xudong Huang, Henry Hua, Jin Wang, Quan Tang, Scotty D. Craig, Arthur C. Graesser, King-Ip (David) Lin, Xiangen Hu |
| 2013 | EMNLP | Translation with Source Constituency and Dependency Trees. | Fandong Meng, Jun Xie, Linfeng Song, Yajuan L, Qun Liu |
| 2013 | GRC | Knowledge mining in big data - A lesson from algebraic geometry. | Jun Xie, Zehua Chen, Gang Xie, Tsau Young Lin |
| 2013 | ISCAS | Fine registration of 3D point clouds with iterative closest point using an RGB-D camera. | Jun Xie, Yu-Feng Hsu, Rogrio Schmidt Feris, Ming-Ting Sun |
| 2012 | GRC | Granular and rough computing on covering. | Jun Xie, Tsau Young Lin, William Zhu |
| 2012 | GRC | Evidence approximation algorithm based on focal element similarity. | Jun Xie, Genxiu Wu |
| 2012 | SIMULTECH | Eulerian-Lagrangian Modeling of Forestry Residues Gasification in a Fluidized Bed. | Jun Xie, Wenqi Zhong, Baosheng Jin, Ming Song, Yingjuan Shao, Hao Liu |
| 2011 | EMNLP | A novel dependency-to-string model for statistical machine translation. | Jun Xie, Haitao Mi, Qun Liu |
| 2011 | ISCAS | A new network-based algorithm for multi-camera abnormal activity detection. | Hongyu Gao, Weiyao Lin, Xiaokang Yang, Hongxiang Li, Ning Xu, Jun Xie, Yan Li |
| 2011 | ISCAS | A new Temporal-Constraint-Based algorithm by handling temporal qualities for video enhancement. | Jun Xie, Weiyao Lin, Hongxiang Li, Ning Xu, Hongyu Gao, Lining Zhang |
| 2010 | GRC | Research of Support Vector Regression Algorithm Based on Granularity. | Qing Lv, Xiaoming Han, Gang Xie, Gaowei Yan, Jun Xie |
| 2010 | MICCAI | Automatic Neuron Tracing in Volumetric Microscopy Images with Anisotropic Path Searching. | Jun Xie, Ting Zhao, Tzumin Lee, Eugene W. Myers, Hanchuan Peng |
| 2009 | GRC | Granular Matrix and redefined RST system. | Zehua Chen, Jun Xie, Xinying Xu, Keming Xie |
| 2009 | GRC | Image segmentation algorithm based on granular lattice matrix space. | Keming Xie, Xiaoli Hao, Jun Xie |
| 2008 | CIS | Joint Optimization of Age Replacement and Spare Ordering Policy Based on Genetic Algorithm. | Rongbing Hu, Chaoyuan Yue, Jun Xie |
| 2008 | ICPR | Unfolding warping for object recognition. | Jun Xie, Min Hu, Mubarak Shah |
| 2008 | ISKE | Underwater target recognition system based on Case-Based Reasoning. | Jun Xie, Junchuan Hu, Lianglong Da, Yuyang Li |
| 2008 | MICCAI | Automatic Tracking of Escherichia Coli Bacteria. | Jun Xie, Shahid Khan, Mubarak Shah |
| 2008 | NPC | Network Coding for P2P Live Media Streaming. | Han Liu, Xiaodong Tu, Jun Xie |
| 2007 | GRC | Neuro-Fuzzy Model-Based CUSUM Method Application in Fault Detection on an Autonomous Vehicle. | Jun Xie, Gaowei Yan, Keming Xie, Tsau Young Lin |
| 2007 | MICCAI | Shape Registration by Simultaneously Optimizing Representation and Transformation. | Yifeng Jiang, Jun Xie, Deqing Sun, Hung-Tat Tsui |
| 2006 | ICASSP | Mumford-Shah Model with Fast Algorithm on Lattice. | Lu Yu, Qiao Wang, Lenan Wu, Jun Xie |
| 2006 | ICPR | Shape Alignment by Learning a Landmark-PDM Coupled Model. | Yifeng Jiang, Jun Xie, Hung-Tat Tsui |
| 2006 | MICCAI | Image Diffusion Using Saliency Bilateral Filter. | Jun Xie, Pheng-Ann Heng, Simon S. M. Ho, Mubarak Shah |
| 2006 | MMM | An improved distortion model for rate control of DCT-based video coding. | Jun Xie, Liang-Tien Chia, Bu-Sung Lee |
| 2005 | ICNC | The Application of IMEA in Nonlinearity Correction of VCO Frequency Modulation. | Gaowei Yan, Jun Xie, Keming Xie |
| 2005 | MICCAI | Shape Modeling Using Automatic Landmarking. | Jun Xie, Pheng-Ann Heng |
| 2004 | ICIP | Optimum bit allocation for fgs video coding. | Jun Xie, Liang-Tien Chia, Bu-Sung Lee |
| 2004 | ICIP | Shape prior based segmentation for organ deformation correction. | Jun Xie, Hung-Tat Tsui, Lam Wai-Man |
| 2002 | CLUSTER | MyVIA: A Design and Implementation of the High Performance Virtual Interface Architecture. | Yu Chen, Xiaoge Wang, Zhenqiang Jiao, Jun Xie, Zhihui Du, Sanli Li |
| 2002 | ICPR | Multiple Objects Segmentation Based on Maximum-Likelihood Estimation and Optimum Entropy-Distribution (MLE-OED). | Jun Xie, Hung-Tat Tsui, Deshen Xia |