| 2026 | AAAI | LLaVA-UHD v2: Exploiting Hierarchical Vision Granularity in MLLMs via Inverse Semantic Pyramid. | Yipeng Zhang, Yifan Liu, Zonghao Guo, Yidan Zhang, Xuesong Yang, Xiaoying Zhang, Chi Chen, Jun Song, Yuan Yao, Tat-Seng Chua, Maosong Sun |
| 2026 | IWCMC | Impact of Distance Features on the Long-Range Generalization of Deep Learning-Based Path Loss Prediction Models. | Jiaxuan Li, Xiaoying Zhang, Zhiqiu Xu, Xiaoran Liu, Jibo Wei, Haitao Zhao |
| 2026 | IWCMC | High-Precision Channel Simulation for Non-Gaussian Fading: A Copula-Based Approach. | Zhiqiu Xu, Xiaoying Zhang, Dongtang Ma, Jiaxuan Li, Haitao Zhao, Jibo Wei |
| 2025 | ACL | Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching. | Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Yipeng Zhang, Haitao Mi, Helen M. Meng |
| 2025 | EMNLP | Toward Optimal LLM Alignments Using Two-Player Games. | Rui Zheng, Hongyi Guo, Zhihan Liu, Xiaoying Zhang, Yuanshun Yao, Xiaojun Xu, Zhaoran Wang, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang, Yang Liu, Hang Li |
| 2025 | VTC | Machine Learning-Based Vehicle-to-Ship Path Loss Prediction Using Offshore Measurements. | Zhenglong Lv, Xiaoying Zhang, Xiaoran Liu, Jibo Wei |
| 2024 | ACL | Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation. | Xiaoying Zhang, Baolin Peng, Ye Tian, Jingyan Zhou, Lifeng Jin, Linfeng Song, Haitao Mi, Helen Meng |
| 2024 | IWCMC | Power Allocation and User Pairing Based Beam Reuse in a NOMA System. | Xuenan Ni, Jianing Zhao, Xinping Xia, Xiaoying Zhang, Jianyi Zhou, Weikang Yang |
| 2024 | KDD | Conversational Dueling Bandits in Generalized Linear Models. | Shuhua Yang, Hui Yuan, Xiaoying Zhang, Mengdi Wang, Hong Zhang, Huazheng Wang |
| 2024 | NAACL | Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories? | Jingyan Zhou, Minda Hu, Junan Li, Xiaoying Zhang, Xixin Wu, Irwin King, Helen Meng |
| 2024 | WWW | Retention Depolarization in Recommender System. | Xiaoying Zhang, Hongning Wang, Yang Liu |
| 2023 | EMNLP | SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting. | Xiaoying Zhang, Baolin Peng, Kun Li, Jingyan Zhou, Helen Meng |
| 2023 | KDD | Debiasing Recommendation by Learning Identifiable Latent Confounders. | Qing Zhang, Xiaoying Zhang, Yang Liu, Hongning Wang, Min Gao, Jiheng Zhang, Ruocheng Guo |
| 2023 | WSDM | Disentangled Representation for Diversified Recommendations. | Xiaoying Zhang, Hongning Wang, Hang Li |
| 2022 | ICASSP | Fldp: Flexible Strategy For Local Differential Privacy. | Dan Zhao, Hong Chen, Suyun Zhao, Ruixuan Liu, Cuiping Li, Xiaoying Zhang |
| 2022 | SIGdial | Toward Self-Learning End-to-End Task-oriented Dialog Systems. | Xiaoying Zhang, Baolin Peng, Jianfeng Gao, Helen Meng |
| 2021 | ICDE | Heterogeneous Information Assisted Bandit Learning: Theory and Application. | Xiaoying Zhang, Hong Xie, John C. S. Lui |
| 2021 | VTC | Joint Iterative Channel Estimation and Symbol Detection for Orthogonal Time Frequency Space Modulation. | Ge Guo, Zengyuan Jin, Xiaoying Zhang, Jibo Wei |
| 2020 | WWW | Conversational Contextual Bandit: Algorithm and Application. | Xiaoying Zhang, Hong Xie, Hang Li, John C. S. Lui |
| 2018 | ICNP | Sybil Detection in Social-Activity Networks: Modeling, Algorithms and Evaluations. | Xiaoying Zhang, Hong Xie, John C. S. Lui |
| 2018 | IJCAI | Modeling the Assimilation-Contrast Effects in Online Product Rating Systems: Debiasing and Recommendations. | Xiaoying Zhang, Hong Xie, Junzhou Zhao, John C. S. Lui |
| 2018 | WCNC | A new achievable sum DoF result in multi-user half-duplex relay networks. | Chao Wang, Xiaoying Zhang, Ping Wang, Fuqiang Liu |
| 2017 | APWEB | SET: Secure and Efficient Top-k Query in Two-Tiered Wireless Sensor Networks. | Xiaoying Zhang, Hui Peng, Lei Dong, Hong Chen, Hui Sun |
| 2017 | DASFAA | Predicting Student Examinee Rate in Massive Open Online Courses. | Wei Lu, Tongtong Wang, Min Jiao, Xiaoying Zhang, Shan Wang, Xiaoyong Du, Hong Chen |
| 2017 | RecSys | Modeling the Assimilation-Contrast Effects in Online Product Rating Systems: Debiasing and Recommendations. | Xiaoying Zhang, Junzhou Zhao, John C. S. Lui |
| 2015 | AINA | Energy-Efficient Cooperative MAC Protocol Based on Power Control in MANETs. | Xiaoying Zhang, Alagan Anpalagan, Lei Guo, Ahmed Shaharyar Khwaja |
| 2015 | IWQoS | Publish me and protect me: Personalized and flexible location privacy protection in mobile social networks. | Yao Wu, Hui Peng, Xiaoying Zhang, Hong Chen, Cuiping Li |
| 2015 | TrustCom | Enable Privacy Preservation and Result Verification for Top-k Query in Two-Tiered Sensor Networks. | Hui Peng, Xiaoying Zhang, Hong Chen, Yuncheng Wu, Yao Wu, Juru Zeng |
| 2014 | IWQoS | Achieving efficient and secure range query in two-tiered wireless sensor networks. | Xiaoying Zhang, Lei Dong, Hui Peng, Hong Chen, Deying Li, Cuiping Li |
| 2013 | ICALT | The Functions of E-Textbooks for Utilizing in K-12 Classes: A Case Study in Beijing. | Chaohua Gong, Guang Chen, Xiaochen Wang, Xiaoying Zhang, Ronghuai Huang |
| 2013 | WCNC | Worst-case robust masked beamforming for secure broadcasting. | Yanqun Tang, Wei Li, Dongtang Ma, Xiaoying Zhang, Jibo Wei |
| 2010 | PIMRC | Joint symbol detection and channel tracking for MIMO-OFDM systems via the variational bayes EM algorithm. | Xiaoying Zhang, De-Gang Wang, Chun-lin Xiong, Ji-Bo Wei |
| 2009 | MASS | Design of a Trust Model and Finding Key-Nodes in Rumor Spreading Based on Monte-Carlo Method. | Lina Wang, Yuntao Yue, Chi Guo, Xiaoying Zhang |
| 2009 | WCNC | Recursive channel estimation algorithms for iterative receiver in MIMO-OFDM systems. | Chun-lin Xiong, De-Gang Wang, Xiaoying Zhang, Ji-Bo Wei, Chaojing Tang |
| 2008 | WCNC | Joint Symbol Detection and Channel Estimation for MIMO-OFDM Systems via the Variational Bayesian EM Algorithm. | Xiaoying Zhang, De-Gang Wang, Ji-Bo Wei |
| 2007 | VTC | Joint Channel Tracking and Symbol Detection for MIMO-OFDM Mobile Communications. | Xiaoying Zhang, Wei Shao, Ji-Bo Wei |
| 2007 | WCNC | MAP Receiver with Enhanced EM Channel Estimation for MIMOOFDM Systems. | Xiaoying Zhang, Ji-Bo Wei |