| 2026 | AAAI | Divide-and-Conquer Decoupled Network for Cross-Domain Few-Shot Segmentation. | Runmin Cong, Anpeng Wang, Bin Wan, Cong Zhang, Xiaofei Zhou, Wei Zhang |
| 2026 | AAAI | SAM-DAQ: Segment Anything Model with Depth-guided Adaptive Queries for RGB-D Video Salient Object Detection. | Jia Lin, Xiaofei Zhou, Jiyuan Liu, Runmin Cong, Guodao Zhang, Zhi Liu, Jiyong Zhang |
| 2026 | AAAI | A Robust Unlearning Method with Adaptive Knowledge Guidance and Memory Preservation. | Jingyuan Tian, Xiaofei Zhou |
| 2026 | ACL | Temporal Evidence Chain for Temporal Knowledge Graph Question Answering with Large Language Models. | Shihao Liu, Xiaofei Zhou, Bo Wang, Geyuan Zhang |
| 2026 | ACL | SDC-LoRA: Singular-Subspace Drift Controlled LoRA to Mitigate Knowledge Forgetting. | Geyuan Zhang, Xiaofei Zhou, Shihao Liu, Jingyuan Tian, Jizheng Ma |
| 2026 | AIED | How Teacher-Expert Collaboration Shapes the Quality of AI-Supported Scientific Inquiry Learning. | Xiaofei Zhou, Jiameng Wei, Clayton Cohn, Gautam Biswas, Guanliang Chen, Zhen Bai |
| 2025 | ACL | Jailbreak Large Vision-Language Models Through Multi-Modal Linkage. | Yu Wang, Xiaofei Zhou, Yichen Wang, Geyuan Zhang, Tianxing He |
| 2025 | AIED | Empower Secondary School Teachers to Create ML-Supported Inquiry-Based Learning Activities. | Xiaofei Zhou, Hanjia Lyu, Yuxin Sa, Mengfan Li, Advait Sarkar, Jiebo Luo, Michael Daley, Zhen Bai |
| 2025 | CHI | Briteller: Shining a Light on AI Recommendations for Children. | Xiaofei Zhou, Yi Zhang, Yufei Jiang, Yunfan Gong, Chi Zhang, Alissa Nicole Antle, Zhen Bai |
| 2025 | CVPR | Decoupled Motion Expression Video Segmentation. | Hao Fang, Runmin Cong, Xiankai Lu, Xiaofei Zhou, Sam Kwong, Wei Zhang |
| 2025 | ICASSP | Efficient Non-Sequential Relational Modeling for Temporal Knowledge Graph Link Predictions. | Linhua Dong, Xiaofei Zhou, Qiannan Zhu, Xu Bai, Gang Xiong |
| 2025 | ICASSP | Improving Embeddings by Refining Meanings for Temporal Knowledge Graph Link Predictions. | Linhua Dong, Xiaofei Zhou, Qiannan Zhu, Xu Bai, Gang Xiong |
| 2025 | ICASSP | Query-Aware Temporal Aggregation Network for Temporal Knowledge Graph Reasoning. | Shihao Liu, Xiaofei Zhou |
| 2024 | AAAI | Quad Bayer Joint Demosaicing and Denoising Based on Dual Encoder Network with Joint Residual Learning. | Bolun Zheng, Haoran Li, Quan Chen, Tingyu Wang, Xiaofei Zhou, Zhenghui Hu, Chenggang Yan |
| 2024 | CHI | Teachers, Parents, and Students' perspectives on Integrating Generative AI into Elementary Literacy Education. | Ariel Han, Xiaofei Zhou, Zhenyao Cai, Shenshen Han, Richard Ko, Seth Corrigan, Kylie A. Peppler |
| 2024 | CHI | Creating an authoring tool for K-12 teachers to design ML-supported scientific inquiry learning. | Xiaofei Zhou, Jingwan Tang, Hanjia Lyu, Xinyi Liu, Zhenhao Zhang, Lichen Qin, Fiona Au, Advait Sarkar, Zhen Bai |
| 2024 | CHI | OptiDot: An Optical Interface for Children to Explore Dot Product and AI Recommendation. | Xiaofei Zhou, Pei Xiong, Qinqin Xiao, Zhen Bai |
| 2024 | ECCV | AIM 2024 Challenge on Video Saliency Prediction: Methods and Results. | Andrey Moskalenko, Alexey Bryncev, Dmitry S. Vatolin, Radu Timofte, Gen Zhan, Li Yang, Yunlong Tang, Yiting Liao, Jiongzhi Lin, Baitao Huang, Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo, Yuxin Zhu, Yinan Sun, Huiyu Duan, Yuqin Cao, Ziheng Jia, Qiang Hu, Xiongkuo Min, Guangtao Zhai, Hao Fang, Runmin Cong, Xiankai Lu, Xiaofei Zhou, Wei Zhang, Chunyu Zhao, Wentao Mu, Tao Deng, Hamed R. Tavakoli |
| 2023 | ICDM | Industry credit spread forecasting based on time series data and industry relationships. | Fan Meng, Yuyong Li, Hanqing Yu, Xiaofei Zhou, Win-Bin Huang |
| 2023 | ICIG | 360$^{\circ }$ Omnidirectional Salient Object Detection with Multi-scale Interaction and Densely-Connected Prediction. | Haowei Dai, Liuxin Bao, Kunye Shen, Xiaofei Zhou, Jiyong Zhang |
| 2023 | SIGCSE | Make-a-Thon for Middle School AI Educators. | Daniella DiPaola, Katherine S. Moore, Safinah Arshad Ali, Beatriz Perret, Xiaofei Zhou, Helen Zhang, Irene Lee |
| 2022 | AAAI | Exploring Relational Semantics for Inductive Knowledge Graph Completion. | Changjian Wang, Xiaofei Zhou, Shirui Pan, Linhua Dong, Zeliang Song, Ying Sha |
| 2022 | ACII | Assistive Video Filters for People with Parkinson's Disease to Remove Tremors and Adjust Voice. | Kurtis Glenn Haut, Adira Blumenthal, Sarah Atterbury, Xiaofei Zhou, Wasifur Rahman, Emanuela Natali, Mohammad Rafayet Ali, Ehsan Hoque |
| 2022 | HCI | A Deep Learning-Based Approach to Facilitate Cross-cultural Kansei Design. | Xiaofei Zhou, Pei-Luen Patrick Rau, Michiko Ohkura, Tipporn Laohakangvalvit, Bingcheng Wang |
| 2022 | ICDM | Unifying Graph Contrastive Learning with Flexible Contextual Scopes. | Yizhen Zheng, Yu Zheng, Xiaofei Zhou, Chen Gong, Vincent C. S. Lee, Shirui Pan |
| 2022 | IJCNN | Improving Factual Consistency of Dialogue Summarization with Fact-Augmentation Mechanism. | Wenya Li, Xiaofei Zhou, Xu Bai, Shirui Pan |
| 2022 | SIGCSE | AI Book Club: An Innovative Professional Development Model for AI Education. | Irene Lee, Helen Zhang, Kate S. Moore, Xiaofei Zhou, Beatriz Perret, Yihong Cheng, Ruiying Zheng, Grace Pu |
| 2021 | AAAI | Image Captioning with Context-Aware Auxiliary Guidance. | Zeliang Song, Xiaofei Zhou, Zhendong Mao, Jianlong Tan |
| 2021 | AIED | "Now, I Want to Teach It for Real!": Introducing Machine Learning as a Scientific Discovery Tool for K-12 Teachers. | Xiaofei Zhou, Jingwan Tang, Michael Daley, Saad Ahmad, Zhen Bai |
| 2021 | EDM | Exploratory Process Analysis of Teacher Learning of AI Integration through Collaborative Design (Short Paper). | Xiaoyu Wan, Jingwan Tang, Xiaofei Zhou, Zhen Bai |
| 2021 | ICDM | Hypergraph Convolutional Network for Group Recommendation. | Renqi Jia, Xiaofei Zhou, Linhua Dong, Shirui Pan |
| 2021 | IJCNN | A Self-Supervised Learning Framework for Sequential Recommendation. | Renqi Jia, Xu Bai, Xiaofei Zhou, Shirui Pan |
| 2020 | AAAI | A Knowledge-Aware Attentional Reasoning Network for Recommendation. | Qiannan Zhu, Xiaofei Zhou, Jia Wu, Jianlong Tan, Li Guo |
| 2020 | IJCAI | A Relation-Specific Attention Network for Joint Entity and Relation Extraction. | Yue Yuan, Xiaofei Zhou, Shirui Pan, Qiannan Zhu, Zeliang Song, Li Guo |
| 2020 | IJCNN | Improving Abstractive Text Summarization with History Aggregation. | Pengcheng Liao, Chuang Zhang, Xiaojun Chen, Xiaofei Zhou |
| 2020 | IJCNN | IARNet: An Information Aggregating and Reasoning Network over Heterogeneous Graph for Fake News Detection. | Junshuai Yu, Qi Huang, Xiaofei Zhou, Ying Sha |
| 2019 | AAAI | DAN: Deep Attention Neural Network for News Recommendation. | Qiannan Zhu, Xiaofei Zhou, Zeliang Song, Jianlong Tan, Li Guo |
| 2019 | IJCAI | Neighborhood-Aware Attentional Representation for Multilingual Knowledge Graphs. | Qiannan Zhu, Xiaofei Zhou, Jia Wu, Jianlong Tan, Li Guo |
| 2019 | VCIP | Learn Image Object Co-segmentation with Multi-scale Feature Fusion. | Lina Li, Zhi Liu, Jian Zhang, Xiaofei Zhou |
| 2018 | ICCS | Learning Knowledge Graph Embeddings via Generalized Hyperplanes. | Qiannan Zhu, Xiaofei Zhou, Jianlong Tan, Ping Liu, Li Guo |
| 2017 | CIKM | Learning Knowledge Embeddings by Combining Limit-based Scoring Loss. | Xiaofei Zhou, Qiannan Zhu, Ping Liu, Li Guo |
| 2016 | ICCS | Leveraging Latent Sentiment Constraint in Probabilistic Matrix Factorization for Cross-Domain Sentiment Classification. | Jiguang Liang, Kai Zhang, Xiaofei Zhou, Yue Hu, Jianlong Tan, Shuo Bai |
| 2015 | APWEB | Sentiment Word Identification with Sentiment Contextual Factors. | Jiguang Liang, Xiaofei Zhou, Yue Hu, Li Guo, Shuo Bai |
| 2015 | INFOCOM | Optimization-based model for determining words' sentiment orientations. | Jiguang Liang, Xiaofei Zhou, Yue Hu, Li Guo, Shuo Bai |
| 2015 | INFOCOM | Latent sentiment representation for sentiment feature selection. | Jiguang Liang, Xiaofei Zhou, Ping Liu, Li Guo |
| 2015 | WWW | Feature Selection for Sentiment Classification Using Matrix Factorization. | Jiguang Liang, Xiaofei Zhou, Li Guo, Shuo Bai |
| 2014 | APWEB | Enhanced Sample Selection for SVM on Face Recognition. | Xiaofei Zhou, Wenhan Jiang, Jianlong Tan |
| 2014 | CIKM | CONR: A Novel Method for Sentiment Word Identification. | Jiguang Liang, Xiaofei Zhou, Yue Hu, Li Guo, Shuo Bai |
| 2014 | ICDM | Latent Factor SVM for Text Categorization. | Xiaofei Zhou, Li Guo, Ping Liu, Yanbing Liu |
| 2014 | ICDM | Text Feature Selection Based on Class Subspace. | Xiaofei Zhou, Li Guo, Tianyi Wang, Yue Hu |
| 2013 | ICDM | Unsupervised Clustering Strategy Based on Label Propagation. | Jiguang Liang, Xiaofei Zhou, Ying Sha, Ping Liu, Li Guo, Shuo Bai |
| 2010 | ICDM | Subspace Distance-Based Sampling Method for SVM. | Xiaofei Zhou, Yong Shi |
| 2009 | ICCS | Nearest Neighbor Convex Hull Classification Method for Face Recognition. | Xiaofei Zhou, Yong Shi |
| 2009 | ICDM | A New Kernel-Based Classification Algorithm. | Xiaofei Zhou, Wenhan Jiang, Yingjie Tian, Peng Zhang, Guangli Nie, Yong Shi |
| 2007 | AINA | A Rule-Based Expert Server System for Multimedia Transmission. | Xiaofei Zhou, Kenneth Ong |
| 2006 | AINA | Discrete LQ Rate Control Schedule System for Multimedia Transmission. | Xiaofei Zhou, Kenneth Ong |
| 2005 | PIMRC | Space-Frequency Coded Cooperative Scheme Among Distributed Nodes In Cognitive UWB Radio. | Xiaofei Zhou, Honggang Zhang, Imrich Chlamtac |