| 2026 | AAAI | Generating Attribute-Aware Human Motions from Textual Prompt. | Xinghan Wang, Kun Xu, Fei Li, Cao Sheng, Jiazhong Yu, Yadong Mu |
| 2026 | ICDAR | DocCenter: Center and Corner Aware Representation for Robust Multi-document Localization. | Mengyuan Zhao, Kun Xu, Xin Cheng, Ting Li, Qiuman Tan, Xinyao Zhang |
| 2026 | SIGGRAPH | Spatio-Temporal Control Variates with ReSTIR for Real-Time Rendering. | Zhong Shi, Cunhao Wu, Lifan Wu, Kun Xu |
| 2025 | AAAI | Granularity-Adaptive Spatial Evidence Tokenization for Video Question Answering. | Hao Jiang, Yang Jin, Zhicheng Sun, Kun Xu, Kun Xu, Liwei Chen, Yang Song, Kun Gai, Yadong Mu |
| 2025 | CSCW | Virtual Tutors for Science Labs: Exploring the Impact of GPT Integration and 3D Tutor Avatars on Student Engagement and Learning Outcomes. | Serene Cheon, Austin Jerald Stanbury, Juan Francisco Lam, Kun Xu, Hyo Kang |
| 2025 | EMNLP | Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment. | Jingcheng Deng, Zhongtao Jiang, Liang Pang, Zihao Wei, Liwei Chen, Kun Xu, Yang Song, Huawei Shen, Xueqi Cheng |
| 2025 | ICLR | Pyramidal Flow Matching for Efficient Video Generative Modeling. | Yang Jin, Zhicheng Sun, Ningyuan Li, Kun Xu, Hao Jiang, Nan Zhuang, Quzhe Huang, Yang Song, Yadong Mu, Zhouchen Lin |
| 2025 | IROS | A Mole-inspired Incisor-Burrowing Robotic Platform for Planetary Exploration. | Ran Xu, Jiabin Liu, Zhaofeng Liang, Hongmin Zheng, Kunquan Zheng, Zibiao Chen, Jiawei Chen, Tao Zhang, Kun Xu, Xilun Ding |
| 2025 | IWQoS | FSPFL: Mitigating Communication Gap in Personalization Federated Learning Through Flexible Sparsity Allocation. | Jiale Li, Liuzhi Zhou, Kun Xu, Nianwang Lin, Sen Liu, Guangnan Ye, Yimin Yu, Hongfeng Chai |
| 2025 | SIGGRAPH | Guided Lens Sampling for Efficient Monte Carlo Circle-of-Confusion Rendering. | Jiawei Huang, Shaokun Zheng, Kun Xu, Yoshifumi Kitamura, Jiaping Wang |
| 2025 | SIGGRAPH | Adding Regional Control for Continuous Remeshing via Attention Flows. | Jiaqi Wu, Kun Xu |
| 2025 | SIGGRAPH | Kernel Predicting Neural Shadow Maps. | Xuejun Hu, Jinfan Lu, Kun Xu |
| 2025 | SiggraphA | Topology-Aware Polymorphism for Embedded Shading Languages. | Ling Zhu, Liulei Zou, Shaokun Zheng, Kun Xu |
| 2024 | ACL | Harder Task Needs More Experts: Dynamic Routing in MoE Models. | Quzhe Huang, Zhenwei An, Nan Zhuang, Mingxu Tao, Chen Zhang, Yang Jin, Kun Xu, Liwei Chen, Songfang Huang, Yansong Feng |
| 2024 | COLING | Probing Multimodal Large Language Models for Global and Local Semantic Representations. | Mingxu Tao, Quzhe Huang, Kun Xu, Liwei Chen, Yansong Feng, Dongyan Zhao |
| 2024 | GLOBECOM | Joint Load Balancing of Bandwidth and Security Resources in Optical Satellite Networks. | Yurou Hao, Wei Wang, Tianhe Liu, Yiyang Li, Yajie Li, Yongli Zhao, Shanguo Huang, Kun Xu, Jie Zhang |
| 2024 | ICASSP | Deep Learning EEG Technology Development and Brain Computer Interface Chips Progress. | Wenjie Li, Lei Chen, Bing Lv, Xiaobo Li, Weijun Wang, Kun Xu, Xilun Ding |
| 2024 | ICLR | Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. | Yang Jin, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chengru Song, Dai Meng, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu |
| 2024 | ICML | Video-LaVIT: Unified Video-Language Pre-training with Decoupled Visual-Motional Tokenization. | Yang Jin, Zhicheng Sun, Kun Xu, Kun Xu, Liwei Chen, Hao Jiang, Quzhe Huang, Chengru Song, Yuliang Liu, Di Zhang, Yang Song, Kun Gai, Yadong Mu |
| 2024 | ICRA | Unlocking Versatile Locomotion: A Novel Quadrupedal Robot with 4-DoFs Legs for Roller Skating. | Jiawei Chen, Ripeng Qin, Longfei Huang, Zongbo He, Kun Xu, Xilun Ding |
| 2024 | ICRA | Dynamic Interaction Control in Legged Mobile Manipulators: A Decoupled Approach. | Qikai Li, Qinchen Meng, Yuxing Qin, Jiawei Chen, Xilun Ding, Kun Xu |
| 2024 | SiggraphA | Filtering-Based Reconstruction for Gradient-Domain Rendering. | Difei Yan, Shaokun Zheng, Ling-Qi Yan, Kun Xu |
| 2023 | SiggraphA | Extended Path Space Manifolds for Physically Based Differentiable Rendering. | Jiankai Xing, Xuejun Hu, Fujun Luan, Ling-Qi Yan, Kun Xu |
| 2022 | ACL | Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution. | Irene Li, Linfeng Song, Kun Xu, Dong Yu |
| 2022 | ECCV | Neural Color Operators for Sequential Image Retouching. | Yili Wang, Xin Li, Kun Xu, Dongliang He, Qi Zhang, Fu Li, Errui Ding |
| 2022 | EMNLP | Learning a Grammar Inducer from Massive Uncurated Instructional Videos. | Songyang Zhang, Linfeng Song, Lifeng Jin, Haitao Mi, Kun Xu, Dong Yu, Jiebo Luo |
| 2022 | IROS | DRG-SLAM: A Semantic RGB-D SLAM using Geometric Features for Indoor Dynamic Scene. | Yanan Wang, Kun Xu, Yaobin Tian, Xilun Ding |
| 2022 | MMSP | An Improved Faster R-CNN for Steel Surface Defect Detection. | Xiancong Shi, Sike Zhou, Yichun Tai, Jinzhong Wang, Shoucang Wu, Jinrong Liu, Kun Xu, Tao Peng, Zhijiang Zhang |
| 2022 | NAACL | Zero-shot Cross-lingual Conversational Semantic Role Labeling. | Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song |
| 2022 | SiggraphA | Unbiased Caustics Rendering Guided by Representative Specular Paths. | He Li, Beibei Wang, Changhe Tu, Kun Xu, Nicolas Holzschuch, Ling-Qi Yan |
| 2021 | ACL | TexSmart: A System for Enhanced Natural Language Understanding. | Lemao Liu, Haisong Zhang, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Dick Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi |
| 2021 | ACL | Domain-Adaptive Pretraining Methods for Dialogue Understanding. | Han Wu, Kun Xu, Linfeng Song, Lifeng Jin, Haisong Zhang, Linqi Song |
| 2021 | ACL | On the Generation of Medical Dialogs for COVID-19. | Meng Zhou, Zechen Li, Bowen Tan, Guangtao Zeng, Wenmian Yang, Xuehai He, Zeqian Ju, Subrato Chakravorty, Shu Chen, Xingyi Yang, Yichen Zhang, Qingyang Wu, Zhou Yu, Kun Xu, Eric P. Xing, Pengtao Xie |
| 2021 | CIKM | Expanding Relationship for Cross Domain Recommendation. | Kun Xu, Yuanzhen Xie, Liang Chen, Zibin Zheng |
| 2021 | CVPR | Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment. | Dongyu She, Yu-Kun Lai, Gaoxiong Yi, Kun Xu |
| 2021 | CVPR | Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation. | Liwei Wang, Jing Huang, Yin Li, Kun Xu, Zhengyuan Yang, Dong Yu |
| 2021 | EACL | Joint Coreference Resolution and Character Linking for Multiparty Conversation. | Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu |
| 2021 | EDM | Sex-Related Behavioral Differences in Online Math Classes: An Epistemic Network Analysis. | Yufei Gu, Kun Xu |
| 2021 | EMNLP | RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging. | Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu |
| 2021 | EMNLP | Instance-adaptive training with noise-robust losses against noisy labels. | Lifeng Jin, Linfeng Song, Kun Xu, Dong Yu |
| 2021 | EMNLP | DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling. | Baojun Wang, Zhao Zhang, Kun Xu, Guang-Yuan Hao, Yuyang Zhang, Lifeng Shang, Linlin Li, Xiao Chen, Xin Jiang, Qun Liu |
| 2021 | EMNLP | CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling. | Han Wu, Kun Xu, Linqi Song |
| 2021 | EMNLP | Exophoric Pronoun Resolution in Dialogues with Topic Regularization. | Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu |
| 2021 | ICCV | Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging. | Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan |
| 2021 | ICML | Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models. | Fan Bao, Kun Xu, Chongxuan Li, Lanqing Hong, Jun Zhu, Bo Zhang |
| 2021 | ICSE | GraphGallery: A Platform for Fast Benchmarking and Easy Development of Graph Neural Networks Based Intelligent Software. | Jintang Li, Kun Xu, Liang Chen, Zibin Zheng, Xiao Liu |
| 2021 | NAACL | Video-aided Unsupervised Grammar Induction. | Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo |
| 2021 | WSDM | Learning and Updating Node Embedding on Dynamic Heterogeneous Information Network. | Yuanzhen Xie, Zijing Ou, Liang Chen, Yang Liu, Kun Xu, Carl Yang, Zibin Zheng |
| 2020 | AAAI | Relation Extraction Exploiting Full Dependency Forests. | Lifeng Jin, Linfeng Song, Yue Zhang, Kun Xu, Wei-Yun Ma, Dong Yu |
| 2020 | AAAI | Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment. | Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu |
| 2020 | ACL | Structural Information Preserving for Graph-to-Text Generation. | Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu |
| 2020 | ACL | ZPR2: Joint Zero Pronoun Recovery and Resolution using Multi-Task Learning and BERT. | Linfeng Song, Kun Xu, Yue Zhang, Jianshu Chen, Dong Yu |
| 2020 | EMNLP | Semantic Role Labeling Guided Multi-turn Dialogue ReWriter. | Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu |
| 2020 | ICLR | To Relieve Your Headache of Training an MRF, Take AdVIL. | Chongxuan Li, Chao Du, Kun Xu, Max Welling, Jun Zhu, Bo Zhang |
| 2020 | ICLR | Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness. | Tianyu Pang, Kun Xu, Yinpeng Dong, Chao Du, Ning Chen, Jun Zhu |
| 2020 | ICLR | Mixup Inference: Better Exploiting Mixup to Defend Adversarial Attacks. | Tianyu Pang, Kun Xu, Jun Zhu |
| 2020 | ICML | Understanding and Stabilizing GANs' Training Dynamics Using Control Theory. | Kun Xu, Chongxuan Li, Jun Zhu, Bo Zhang |
| 2020 | IJCAI | Deep Insights into Graph Adversarial Learning: An Empirical Study Perspective. | Jintang Li, Zishan Gu, Qibiao Peng, Kun Xu, Liang Chen, Zibin Zheng |
| 2020 | Interspeech | DurIAN: Duration Informed Attention Network for Speech Synthesis. | Chengzhu Yu, Heng Lu, Na Hu, Meng Yu, Chao Weng, Kun Xu, Peng Liu, Deyi Tuo, Shiyin Kang, Guangzhi Lei, Dan Su, Dong Yu |
| 2019 | AAAI | Lattice CNNs for Matching Based Chinese Question Answering. | Yuxuan Lai, Yansong Feng, Xiaohan Yu, Zheng Wang, Kun Xu, Dongyan Zhao |
| 2019 | ACL | Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers. | Haoyu Wang, Ming Tan, Mo Yu, Shiyu Chang, Dakuo Wang, Kun Xu, Xiaoxiao Guo, Saloni Potdar |
| 2019 | ACL | Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network. | Kun Xu, Liwei Wang, Mo Yu, Yansong Feng, Yan Song, Zhiguo Wang, Dong Yu |
| 2019 | EMNLP | Multiplex Word Embeddings for Selectional Preference Acquisition. | Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu |
| 2019 | GLOBECOM | LTE Based CBTC Train Ground Communication Systems: Performance Tests and Reliability Evaluation. | Shuo Wang, Li Zhu, Kun Xu, Lin Zhang, Xuan Wang, Chongyang Liu |
| 2019 | ICML | Improving Adversarial Robustness via Promoting Ensemble Diversity. | Tianyu Pang, Kun Xu, Chao Du, Ning Chen, Jun Zhu |
| 2019 | IECON | Crowd-parking: A New Idea of Parking Guidance Based on Crowdsourcing of Parking Location Information from Automobiles. | Yan Nie, Kun Xu, Haoyan Chen, Lei Peng |
| 2019 | KDD | Efficient Global String Kernel with Random Features: Beyond Counting Substructures. | Lingfei Wu, Ian En-Hsu Yen, Siyu Huo, Liang Zhao, Kun Xu, Liang Ma, Shouling Ji, Charu C. Aggarwal |
| 2019 | KDD | Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding. | Lingfei Wu, Ian En-Hsu Yen, Zhen Zhang, Kun Xu, Liang Zhao, Xi Peng, Yinglong Xia, Charu C. Aggarwal |
| 2019 | NAACL | Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering. | Kun Xu, Yuxuan Lai, Yansong Feng, Zhiguo Wang |
| 2018 | EMNLP | Word Mover's Embedding: From Word2Vec to Document Embedding. | Lingfei Wu, Ian En-Hsu Yen, Kun Xu, Fangli Xu, Avinash Balakrishnan, Pin-Yu Chen, Pradeep Ravikumar, Michael J. Witbrock |
| 2018 | EMNLP | SQL-to-Text Generation with Graph-to-Sequence Model. | Kun Xu, Lingfei Wu, Zhiguo Wang, Yansong Feng, Vadim Sheinin |
| 2018 | EMNLP | Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model. | Kun Xu, Lingfei Wu, Zhiguo Wang, Mo Yu, Liwei Chen, Vadim Sheinin |
| 2018 | LREC | QUEST: A Natural Language Interface to Relational Databases. | Vadim Sheinin, Elahe Khorasani, Hangu Yeo, Kun Xu, Ngoc Phuoc An Vo, Octavian Popescu |
| 2016 | ACL | Question Answering on Freebase via Relation Extraction and Textual Evidence. | Kun Xu, Siva Reddy, Yansong Feng, Songfang Huang, Dongyan Zhao |
| 2016 | COLING | Hybrid Question Answering over Knowledge Base and Free Text. | Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao |
| 2016 | CVPR | Neuron Segmentation Based on CNN with Semi-Supervised Regularization. | Kun Xu, Hang Su, Jun Zhu, Ji-Song Guan, Bo Zhang |
| 2015 | AAAI | What Is the Longest River in the USA? Semantic Parsing for Aggregation Questions. | Kun Xu, Sheng Zhang, Yansong Feng, Songfang Huang, Dongyan Zhao |
| 2015 | ACL | Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases. | Sheng Zhang, Yansong Feng, Songfang Huang, Kun Xu, Zhe Han, Dongyan Zhao |
| 2015 | EMNLP | Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling. | Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao |
| 2015 | ICCCN | An Effective Policy Relocation Scheme for VM Migration in Software-Defined Networks. | Kun Xu, Chuang Lin, Zhen Chen, Kun Meng, Mourad Hakmaoui |
| 2014 | VTC | Optimization Algorithms for Designing a Two-Section Dual-Band Transformer. | Yaqiao Luo, Kun Xu |
| 2012 | APWEB | Learning Chinese Entity Attributes from Online Encyclopedia. | Yidong Chen, Liwei Chen, Kun Xu |
| 2011 | CIKM | Answering label-constraint reachability in large graphs. | Kun Xu, Lei Zou, Jeffrey Xu Yu, Lei Chen, Yanghua Xiao, Dongyan Zhao |
| 2010 | IROS | Energy management for four-wheel independent driving vehicle. | Huihuan Qian, Guoqing Xu, Jingyu Yan, Tin Lun Lam, Yangsheng Xu, Kun Xu |
| 2009 | Broadnets | Testbed of OBS/GMPLS interworking. | Xaiobin Hong, Hongxiang Guo, Jian Wu, Yawei Yin, Lei Liu, Yong Zuo, Kun Xu, Jintong Lin, Takehiro Tsuritani |
| 2008 | ICNC | Quantum Multi-objective Evolutionary Algorithm with Particle Swarm Optimization Method. | Zhiyong Li, Kun Xu, Songbing Liu, Kenli Li |
| 2000 | ICPR | Performance Analysis in Content-Based Retrieval with Textures. | Kun Xu, Bogdan Georgescu, Peter Meer, Dorin Comaniciu |