| 2026 | AAAI | M3UCD: A Multi-task Multimodal Metaphor Understanding Challenge Dataset for LLMs. | Tianlong Zheng, Yating Yang, Rui Dong, Bo Ma, Lei Wang, Xi Zhou, Siru Miao, Osman Turghun |
| 2026 | ACL | Benchmarking the Fine-Grained Discriminability in Image-Text Retrieval via Controlled Contrastive Differences. | Zhen Wang, Xi Zhou, Yating Yang, Bo Ma, Lei Wang, Rui Dong, Azmat Anwar, Siru Miao |
| 2026 | DASFAA | A Cognitive Distribution and Behavior-Consistent Framework for Black-Box Attacks on Recommender Systems. | Hongyue Zhang, Mingming Li, Dongqin Liu, Hui Wang, Yaning Zhang, Xi Zhou, Honglei Lv, Jiao Dai, Jizhong Han |
| 2026 | HCI | Developing the Triple-Embodiment Interaction Design Framework to Enhance the Spectator Experience in Esports Events. | Xi Zhou, Jiayue Zhao, Jennifer Wang |
| 2026 | WWW | negMIX: Negative Mixup for OOD Generalization in Open-Set Node Classification. | Junwei Gong, Xiao Shen, Zhihao Chen, Shirui Pan, Xiao Wang, Xi Zhou |
| 2025 | AAAI | Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment. | Xiao Shen, Zhihao Chen, Shirui Pan, Shuang Zhou, Laurence T. Yang, Xi Zhou |
| 2025 | COLING | Low-Resource Language Expansion and Translation Capacity Enhancement for LLM: A Study on the Uyghur. | Kaiwen Lu, Yating Yang, Fengyi Yang, Rui Dong, Bo Ma, Aihetamujiang Aihemaiti, Abibulla Atawulla, Lei Wang, Xi Zhou |
| 2025 | COLING | OpenForecast: A Large-Scale Open-Ended Event Forecasting Dataset. | Zhen Wang, Xi Zhou, Yating Yang, Bo Ma, Lei Wang, Rui Dong, Azmat Anwar |
| 2025 | CSCWD | DS-GCG: Enhancing LLM Jailbreaks with Token Suppression and Induction Dual-Strategy. | Xuehai Tang, Xikang Yang, Zhongjiang Yao, Jie Wen, Xi Zhou, Jizhong Han, Songlin Hu |
| 2025 | CSCWD | A Generative Approach for Alleviating Filter Bubbles in Collaborative Filtering. | Chenxi Yang, Hui Wang, Xi Zhou, Hongyue Zhang, Jizhong Han, Xiaodan Zhang |
| 2025 | EMNLP | Beyond Inherent Cognition Biases in LLM-Based Event Forecasting: A Multi-Cognition Agentic Framework. | Zhen Wang, Xi Zhou, Yating Yang, Bo Ma, Lei Wang, Rui Dong, Azmat Anwar |
| 2025 | HCI | Embodied Symbolic Representation and Emotional-Intellectual Interaction: A Game Design Framework for Math Anxiety Intervention. | Jiaojiao Li, Xi Zhou, Kaihui Mu, Mohammad Shidujaman |
| 2025 | HCI | Developing an Interactive Design Framework of Children's Emotional Picture Books. | Xi Zhou, Xiaowen Gu, Mohammad Shidujaman, Joan Ong Xin Tong |
| 2025 | HCI | Proposing the Character Interaction Design Strategy to Improve the Educational Attributes of DEGs. | Xi Zhou, Joan Ong Xin Tong, Xiaowen Gu |
| 2025 | ICASSP | FedSe: Group-Based Sequential Training Strategies for Mitigating Label Skew in Federated Learning. | Ketu Qiao, Yi Wang, Baoquan Wang, Zhengdong Luo, Xi Zhou |
| 2025 | ICASSP | MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking. | Chunhui Zhang, Li Liu, Hao Wen, Xi Zhou, Yanfeng Wang |
| 2025 | WISE | Causal Insights for Debiasing Recommender Systems: Future Directions and Challenges. | Hui Wang, Xi Zhou, Mingming Li, Hongyue Zhang, Jiao Dai, Jizhong Han, Tao Guo |
| 2024 | ECAI | TabCGOK: Intra-Class Groups Retrieval and Inter-Class Ordinal Knowledge Augmented Network for Ordinal Tabular Data Prediction. | Zhengdong Luo, Abibulla Atawulla, Fengyi Yang, Yongqing Zhu, Yixiao Ren, Yunfei Han, Xi Zhou |
| 2023 | AAAI | Neighbor Contrastive Learning on Learnable Graph Augmentation. | Xiao Shen, Dewang Sun, Shirui Pan, Xi Zhou, Laurence T. Yang |
| 2023 | AAAI | A Domain-Transfer Meta Task Design Paradigm for Few-Shot Slot Tagging. | Fengyi Yang, Xi Zhou, Yating Yang, Bo Ma, Rui Dong, Abibulla Atawulla |
| 2023 | ADMA | Label-Aware Hierarchical Contrastive Domain Adaptation for Cross-Network Node Classification. | Peng Xue, Mengqiu Shao, Xi Zhou, Xiao Shen |
| 2023 | CVPR | PointCMP: Contrastive Mask Prediction for Self-supervised Learning on Point Cloud Videos. | Zhiqiang Shen, Xiaoxiao Sheng, Longguang Wang, Yulan Guo, Qiong Liu, Xi Zhou |
| 2023 | ICANN | Exploiting Multi-modal Fusion for Robust Face Representation Learning with Missing Modality. | Yizhe Zhu, Xin Sun, Xi Zhou |
| 2023 | ICASSP | A Slot-Shared Span Prediction-Based Neural Network for Multi-Domain Dialogue State Tracking. | Abibulla Atawulla, Xi Zhou, Yating Yang, Bo Ma, Fengyi Yang |
| 2023 | ICASSP | Audio-Driven Talking Head Video Generation with Diffusion Model. | Yizhe Zhu, Chunhui Zhang, Qiong Liu, Xi Zhou |
| 2023 | ICCV | Masked Spatio-Temporal Structure Prediction for Self-supervised Learning on Point Cloud Videos. | Zhiqiang Shen, Xiaoxiao Sheng, Hehe Fan, Longguang Wang, Yulan Guo, Qiong Liu, Hao Wen, Xi Zhou |
| 2022 | ACCV | HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model Pretraining. | Chunhui Zhang, Yixiong Chen, Li Liu, Qiong Liu, Xi Zhou |
| 2022 | IJCAI | Diversity Features Enhanced Prototypical Network for Few-shot Intent Detection. | Fengyi Yang, Xi Zhou, Yi Wang, Abibulla Atawulla, Ran Bi |
| 2022 | ICPR | Attention-guided Fine-grained Feature Learning For Robust Face Forgery Detection. | Yizhe Zhu, Jialin Gao, Qiong Liu, Xi Zhou |
| 2022 | SIGIR | You Need to Read Again: Multi-granularity Perception Network for Moment Retrieval in Videos. | Xin Sun, Xuan Wang, Jialin Gao, Qiong Liu, Xi Zhou |
| 2021 | AAAI | Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue. | Longxiang Liu, Zhuosheng Zhang, Hai Zhao, Xi Zhou, Xiang Zhou |
| 2021 | AAAI | Semantics-Aware Inferential Network for Natural Language Understanding. | Shuailiang Zhang, Hai Zhao, Junru Zhou, Xi Zhou, Xiang Zhou |
| 2021 | EMNLP | Relation-aware Video Reading Comprehension for Temporal Language Grounding. | Jialin Gao, Xin Sun, Mengmeng Xu, Xi Zhou, Bernard Ghanem |
| 2020 | AAAI | Semantics-Aware BERT for Language Understanding. | Zhuosheng Zhang, Yuwei Wu, Hai Zhao, Zuchao Li, Shuailiang Zhang, Xi Zhou, Xiang Zhou |
| 2020 | AAAI | Accurate Temporal Action Proposal Generation with Relation-Aware Pyramid Network. | Jialin Gao, Zhixiang Shi, Guanshuo Wang, Jiani Li, Yufeng Yuan, Shiming Ge, Xi Zhou |
| 2020 | AAAI | DCMN+: Dual Co-Matching Network for Multi-Choice Reading Comprehension. | Shuailiang Zhang, Hai Zhao, Yuwei Wu, Zhuosheng Zhang, Xi Zhou, Xiang Zhou |
| 2019 | AAAI | Dependency or Span, End-to-End Uniform Semantic Role Labeling. | Zuchao Li, Shexia He, Hai Zhao, Yiqing Zhang, Zhuosheng Zhang, Xi Zhou, Xiang Zhou |
| 2019 | PRICAI | General Interaction-Aware Neural Network for Action Recognition. | Jialin Gao, Jiani Li, Guanshuo Wang, Yufeng Yuan, Xi Zhou |
| 2019 | SERA | An Optimized Forward Scheduling Algorithm in A Software-defined Satellite Network. | Teng Ling, Lixiang Liu, Changwen Zheng, Shuaijun Liu, Xi Zhou |
| 2018 | COLING | Toward Better Loanword Identification in Uyghur Using Cross-lingual Word Embeddings. | Chenggang Mi, Yating Yang, Lei Wang, Xi Zhou, Tonghai Jiang |
| 2018 | ECCV | Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network. | Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, Xi Zhou |
| 2018 | ICTAI | Improved Spoken Uyghur Segmentation for Neural Machine Translation. | Chenggang Mi, Yating Yang, Xi Zhou, Lei Wang, Tonghai Jiang |
| 2018 | LREC | A Neural Network Based Model for Loanword Identification in Uyghur. | Chenggang Mi, Yating Yang, Lei Wang, Xi Zhou, Tonghai Jiang |
| 2017 | CVPR | A Deep Regression Architecture with Two-Stage Re-initialization for High Performance Facial Landmark Detection. | Jiang-Jing Lv, Xiaohu Shao, Junliang Xing, Cheng Cheng, Xi Zhou |
| 2017 | ICIP | Hierarchical bilinear network for high performance face detection. | Jiang-Jing Lv, Xiaohu Shao, Junliang Xing, Pengcheng Liu, Xiangdong Zhou, Xi Zhou |
| 2017 | RANLP | Log-linear Models for Uyghur Segmentation in Spoken Language Translation. | Chenggang Mi, Yating Yang, Rui Dong, Xi Zhou, Lei Wang, Xiao Li, Tonghai Jiang |
| 2016 | LREC | A Bilingual Discourse Corpus and Its Applications. | Yang Liu, Jiajun Zhang, Chengqing Zong, Yating Yang, Xi Zhou |
| 2016 | PACLIC | Recurrent Neural Network Based Loanwords Identification in Uyghur. | Chenggang Mi, Yating Yang, Xi Zhou, Lei Wang, Xiao Li, Tonghai Jiang |
| 2016 | UIC | Deep Learning Based Affective Model for Speech Emotion Recognition. | Xi Zhou, Junqi Guo, Rongfang Bie |
| 2015 | NLDB | Optimized Uyghur Segmentation for Statistical Machine Translation. | Chenggang Mi, Yating Yang, Rui Dong, Xi Zhou, Lei Wang, Xiao Li, Tonghai Jiang, Osman Turghun |
| 2013 | COMPSAC | Examining Privacy Concern in Social-Driven Location Sharing: An Empirical Study on Chinese Popular SNSs. | Jingtao Li, Chao Zhong, Zhen Cao, Wengang Pei, Xi Zhou |
| 2011 | APSCC | A Distributed Cache Based Reliable Service Execution and Recovery Approach in MANETs. | Xi Zhou, Yifan Ge, Xuxu Chen, Yinan Jing, Weiwei Sun |
| 2011 | WSC | A sustainability toolkit for simulaiton: recent developments and future capabilities. | Xi Zhou, Michael E. Kuhl |
| 2010 | ECCV | Image Classification Using Super-Vector Coding of Local Image Descriptors. | Xi Zhou, Kai Yu, Tong Zhang, Thomas S. Huang |
| 2010 | ICIP | Hierarchical density estimation for image classification. | Zhen Li, Xi Zhou, Thomas S. Huang |
| 2010 | ICIP | Extended Hierarchical Gaussianization for scene classification. | Minqiang Xu, Xi Zhou, Zhen Li, Beiqian Dai, Thomas S. Huang |
| 2010 | WSC | Design and development of a sustainability toolkit for simulation. | Xi Zhou, Michael E. Kuhl |
| 2009 | ASRU | Kernel metric learning for phonetic classification. | Jui-Ting Huang, Xi Zhou, Mark Hasegawa-Johnson, Thomas S. Huang |
| 2009 | ICCV | Hierarchical Gaussianization for image classification. | Xi Zhou, Na Cui, Zhen Li, Feng Liang, Thomas S. Huang |
| 2009 | ICIP | Spatial Gaussian Mixture Model for gender recognition. | Zhen Li, Xi Zhou, Thomas S. Huang |
| 2009 | Interspeech | GMM kernel by Taylor series for speaker verification. | Minqiang Xu, Xi Zhou, Beiqian Dai, Thomas S. Huang |
| 2009 | WSC | Sustainability Toolkit for Simulation-based Logistics Decisions. | Michael E. Kuhl, Xi Zhou |
| 2008 | AINA | eSeagull: Design of Mobile P2P File Sharing System at Sea. | Huafeng Wu, Chaojian Shi, Xi Zhou, Haiguang Chen, Chuanshan Gao |
| 2008 | CVPR | Regression from patch-kernel. | Shuicheng Yan, Xi Zhou, Ming Liu, Mark Hasegawa-Johnson, Thomas S. Huang |
| 2008 | ICASSP | Intersession variability compensation for language detection. | Xi Zhou, Jir Navrtil, Jason W. Pelecanos, Ganesh N. Ramaswamy, Thomas S. Huang |
| 2008 | ICASSP | Feature analysis and selection for acoustic event detection. | Xiaodan Zhuang, Xi Zhou, Thomas S. Huang, Mark Hasegawa-Johnson |
| 2008 | ICDE | Inferring privacy information via social relations. | Wanhong Xu, Xi Zhou, Lei Li |
| 2008 | ICPADS | Efficient Data Suppression for Wireless Sensor Networks. | Xi Zhou, Guangtao Xue, Chen Qian, Minglu Li |
| 2008 | ICPR | A novel Gaussianized vector representation for natural scene categorization. | Xi Zhou, Xiaodan Zhuang, Hao Tang, Mark Hasegawa-Johnson, Thomas S. Huang |
| 2008 | ICPR | Face age estimation using patch-based hidden Markov model supervectors. | Xiaodan Zhuang, Xi Zhou, Mark Hasegawa-Johnson, Thomas S. Huang |
| 2008 | Interspeech | Two-stage prosody prediction for emotional text-to-speech synthesis. | Hao Tang, Xi Zhou, Matthias Odisio, Mark Hasegawa-Johnson, Thomas S. Huang |
| 2008 | PERCOM | An Architecture for Mobile P2P File Sharing in Marine Domain. | Huafeng Wu, Chaojian Shi, Haiguang Chen, Xi Zhou, Chuanshan Gao |
| 2007 | AINA | An Adaptive Real-Time Routing Scheme for Wireless Sensor Networks. | Peng Han, Xi Zhou, Ying Li, Xun Chen, Chuanshan Gao |
| 2007 | ICIP | Laplacian Affinity Propagation for Semi-Supervised Object Classification. | Yun Fu, Zhu Li, Xi Zhou, Thomas S. Huang |
| 2007 | ICIP | Lipreading by Locality Discriminant Graph. | Yun Fu, Xi Zhou, Ming Liu, Mark Hasegawa-Johnson, Thomas S. Huang |
| 2007 | Interspeech | Frequency domain correspondence for speaker normalization. | Ming Liu, Xi Zhou, Mark Hasegawa-Johnson, Thomas S. Huang, Zhengyou Zhang |
| 2007 | SNPD | Agent-based Trust Model in Wireless Sensor Networks. | Haiguang Chen, Huafeng Wu, Xi Zhou, Chuanshan Gao |
| 2006 | ICASSP | Improved Chinese Character Input by Merging Speech and Handwriting Recognition Hypotheses. | Xi Zhou, Ye Tian, Jian-Lai Zhou, Frank K. Soong, Beiqian Dai |
| 2006 | ICPR | Directly Modeling of Correlation Matrices for GMM in Speaker Identification. | Zhiqiang Yao, Xi Zhou, Beiqian Dai, Minghui Liu, Yanlu Xie |
| 2005 | ICASSP | Improved Covariance Modeling For Maximum Likelihood Multiple Subspace Transformations. | Xi Zhou, Ye Tian, Jian-Lai Zhou, Bei-qian Dai |
| 2005 | Interspeech | Improved covariance modeling for GMM in speaker identification. | Xi Zhou, Zhiqiang Yao, Beiqian Dai |
| 2003 | PIMRC | Performance of the combined free/demand assignment multiple access-predictive request protocol via satellite. | Xi Zhou, Shilou Jia |