| 2026 | AAAI | CHASE: Contextual History for Adaptive and Simple Exploitation in Large Language Model Jailbreaking. | Zhiqiang Hao, Chuanyi Li, Ye Fan, Jun Cai, Xiao Fu, Shangqi Wang, Hao Shen, Jiao Yin, Jidong Ge, Bin Luo, Vincent Ng |
| 2026 | ACL | SciText2Eq: Assessing LLMs for Explainable Equation Generation for Scientific Creativity. | Yifan Mo, Xiao Fu, Yue Su, Qingyu Meng, Koen V. Hindriks, Qingzhi Liu, Jiahuan Pei |
| 2026 | ECIR | Interplay: Training Independent Simulators for Reference-Free Conversational Recommendation. | Jerome Ramos, Feng Xia, Xi Wang, Shubham Chatterjee, Xiao Fu, Hossein A. Rahmani, Aldo Lipani |
| 2025 | ICASSP | Integrated Interpolation and Matrix Completion for Radio Map Estimation: A Convex Optimization Approach. | Hongcheng Dong, Wenqiang Pu, Rui Zhou, Xiao Fu, Feng Yin |
| 2025 | ICASSP | Chinese Speech Processing via Chinese Character Feature. | Rui Jiang, Zhao Yang, Wei Xi, Xiao Fu, Jizhong Zhao |
| 2025 | ICASSP | Under-Counted Matrix Completion Without Detection Features. | Tri Nguyen, Shahana Ibrahim, Rebecca A. Hutchinson, Xiao Fu |
| 2025 | ICASSP | Radio Map Estimation via Latent-Domain Plug-and-Play Denoisers. | Le Xu, Lei Cheng, Junting Chen, Wenqiang Pu, Xiao Fu |
| 2025 | ICASSP | Open-Modality Latent Modality Interaction Maximization for Audio-Visual Learning. | Zhao Yang, Rui Jiang, Xiao Fu, Wei Xi, Jizhong Zhao |
| 2025 | ICASSP | Injecting Visual Features into Whisper for Parameter-Efficient Noise-Robust Audio-Visual Speech Recognition. | Zhao Yang, Yue Heng Yeo, Rui Jiang, Xiao Fu, Weiguang Chen, Wei Xi, Jizhong Zhao |
| 2025 | ICCV | Recammaster: Camera-Controlled Generative Rendering From a Single Video. | Jianhong Bai, Menghan Xia, Xiao Fu, Xintao Wang, Lianrui Mu, Jinwen Cao, Zuozhu Liu, Haoji Hu, Xiang Bai, Pengfei Wan, Di Zhang |
| 2025 | ICLR | 3DTrajMaster: Mastering 3D Trajectory for Multi-Entity Motion in Video Generation. | Xiao Fu, Xian Liu, Xintao Wang, Sida Peng, Menghan Xia, Xiaoyu Shi, Ziyang Yuan, Pengfei Wan, Di Zhang, Dahua Lin |
| 2025 | ICLR | Content-Style Learning from Unaligned Domains: Identifiability under Unknown Latent Dimensions. | Sagar Shrestha, Xiao Fu |
| 2025 | ICML | Diversified Flow Matching with Translation Identifiability. | Sagar Shrestha, Xiao Fu |
| 2025 | IJCAI | Enhancing Multimodal Model Robustness Under Missing Modalities via Memory-Driven Prompt Learning. | Yihan Zhao, Wei Xi, Xiao Fu, Jizhong Zhao |
| 2025 | Interspeech | Visually-Adaptive Guided Robust Speech Recognition with Parameter-Efficient Adaptation. | Zhao Yang, Rui Jiang, Yue Heng Yeo, Xiao Fu, Wei Xi, Jizhong Zhao |
| 2025 | ICTIR | Normalized Set-Level Ideal DCG: A More Reliable Early-Stage Retrieval Metric. | Xiao Fu, Navdeep Singh Bedi, Fabio Crestani, Aldo Lipani |
| 2025 | ICTIR | Modelling and Predicting User Actions in Conversational Information Retrieval. | Xiao Fu, Aldo Lipani, Noriko Kando |
| 2024 | ACL | Transparent and Scrutable Recommendations Using Natural Language User Profiles. | Jerome Ramos, Hossein A. Rahmani, Xi Wang, Xiao Fu, Aldo Lipani |
| 2024 | ECCV | GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image. | Xiao Fu, Wei Yin, Mu Hu, Kaixuan Wang, Yuexin Ma, Ping Tan, Shaojie Shen, Dahua Lin, Xiaoxiao Long |
| 2024 | ESORICS | Leveraging Hierarchies: HMCAT for Efficiently Mapping CTI to Attack Techniques. | Zhiqiang Hao, Chuanyi Li, Xiao Fu, Bin Luo, Xiaojiang Du |
| 2024 | GLOBECOM | GeneDroid Fuzz: An Android Intent Fuzzing Method Based on Gene Mutation. | Runfeng Lu, Yuzhu Sun, Haofeng Sun, Xiao Fu, Bin Luo, Xiaojiang Du, Jin Shi, Nadjib Aitsaadi, Mohsen Guizani |
| 2024 | GLOBECOM | A Privacy Preserving Method for IoT Forensics. | Wenzheng Zhang, Boxi Chen, Xiao Fu, Qing Gu, Jin Shi, Xiaojiang Du, Xiaoyang Zhou |
| 2024 | ICASSP | Probabilistic Simplex Component Analysis via Variational Auto-Encoding. | Yuening Li, Xiao Fu, Wing-Kin Ma |
| 2024 | ICASSP | A Smoothed Bregman Proximal Gradient Algorithm for Decentralized Nonconvex Optimization. | Wenqiang Pu, Jiawei Zhang, Rui Zhou, Xiao Fu, Mingyi Hong |
| 2024 | ICLR | Towards Identifiable Unsupervised Domain Translation: A Diversified Distribution Matching Approach. | Sagar Shrestha, Xiao Fu |
| 2024 | ICS | Optimizing Attention by Exploiting Data Reuse on ARM Multi-core CPUs. | Xiao Fu, Weiling Yang, Dezun Dong, Xing Su |
| 2024 | ICTIR | An Analysis of Stopping Strategies in Conversational Search Systems. | Xiao Fu, Mara Prez-Ortiz, Aldo Lipani |
| 2024 | WCNC | Matrix Manifold Precoder Design for Massive MIMO Downlink. | Rui Sun, Chen Wang, An-An Lu, Xiao Fu, Xiaofeng Liu, Yuxuan Zhang, Xiqi Gao, Xiang-Gen Xia |
| 2024 | SENSYS | FireLoc: Low-latency Multi-modal Wildfire Geolocation. | Xiao Fu, Yue Hu, Prashanth Sutrave, Peter A. Beerel, Barath Raghavan |
| 2023 | CVPR | OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation. | Tong Wu, Jiarui Zhang, Xiao Fu, Yuxin Wang, Jiawei Ren, Liang Pan, Wayne Wu, Lei Yang, Jiaqi Wang, Chen Qian, Dahua Lin, Ziwei Liu |
| 2023 | ICASSP | Towards Efficient and Optimal Joint Beamforming and Antenna Selection: A Machine Learning Approach. | Sagar Shrestha, Xiao Fu, Mingyi Hong |
| 2023 | ICASSP | Deep Spectrum Cartography Using Quantized Measurements. | Subash Timilsina, Sagar Shrestha, Xiao Fu |
| 2023 | ICLR | Deep Learning From Crowdsourced Labels: Coupled Cross-Entropy Minimization, Identifiability, and Regularization. | Shahana Ibrahim, Tri Nguyen, Xiao Fu |
| 2023 | ICML | Under-Counted Tensor Completion with Neural Incorporation of Attributes. | Shahana Ibrahim, Xiao Fu, Rebecca A. Hutchinson, Eugene Seo |
| 2023 | ICML | Deep Clustering with Incomplete Noisy Pairwise Annotations: A Geometric Regularization Approach. | Tri Nguyen, Shahana Ibrahim, Xiao Fu |
| 2023 | ICPADS | Characterize and Optimize Dense Linear Solver on Multi-core CPUs. | Xiao Fu, Xing Su, Dezun Dong, Weiling Yang |
| 2023 | Interspeech | Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition. | Zhao Yang, Dianwen Ng, Chong Zhang, Xiao Fu, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma, Jizhong Zhao |
| 2023 | SIGIR | Priming and Actions: An Analysis in Conversational Search Systems. | Xiao Fu, Aldo Lipani |
| 2022 | ACSSC | Memory-Efficient Convex Optimization for Self-Dictionary Nonnegative Matrix Factorization. | Tri Nguyen, Xiao Fu, Ruiyuan Wu |
| 2022 | ACSSC | Massive MIMO Channel Estimation via Compressed and Quantized Feedback. | Mingjie Shao, Xiao Fu |
| 2022 | GLOBECOM | Using Cloud Computing Based Crowdsourcing for Security and Privacy Settings of Android Users. | Yuzhu Sun, Xuanyu Liu, Tianchi Wu, Xiao Fu, Bin Luo, Xiaojiang Du, Mohsen Guizani |
| 2022 | ICASSP | Communication-Efficient Distributed MAX-VAR Generalized CCA via Error Feedback-Assisted Quantization. | Sagar Shrestha, Xiao Fu |
| 2022 | ICLR | Understanding Latent Correlation-Based Multiview Learning and Self-Supervision: An Identifiability Perspective. | Qi Lyu, Xiao Fu, Weiran Wang, Songtao Lu |
| 2022 | ICML | On Finite-Sample Identifiability of Contrastive Learning-Based Nonlinear Independent Component Analysis. | Qi Lyu, Xiao Fu |
| 2022 | ICTIR | Evaluating the Cranfield Paradigm for Conversational Search Systems. | Xiao Fu, Emine Yilmaz, Aldo Lipani |
| 2022 | ISM | HSD: A hierarchical singing annotation dataset. | Xiao Fu, Xin Yuan, Jinglu Hu |
| 2021 | AAAI | StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling. | Eugene Seo, Rebecca A. Hutchinson, Xiao Fu, Chelsea Li, Tyler A. Hallman, John Kilbride, W. Douglas Robinson |
| 2021 | ACSSC | VLSI Hardware Architecture of Stochastic Low-rank Tensor Decomposition. | Lingyi Huang, Chunhua Deng, Shahana Ibrahim, Xiao Fu, Bo Yuan |
| 2021 | GLOBECOM | Understanding Digital Forensic Characteristics of Smart Speaker Ecosystems. | Xuanyu Liu, Ang Li, Xiao Fu, Bin Luo, Xiaojiang Du, Mohsen Guizani |
| 2021 | GLOBECOM | Visible Forensic Investigation for Android Applications by Using Attack Scenario Reconstruction. | Shiwen Song, Xuanyu Liu, Xiao Fu, Bin Luo, Xiaojiang Du, Mohsen Guizani |
| 2021 | ICASSP | Learning Mixed Membership from Adjacency Graph Via Systematic Edge Query: Identifiability and Algorithm. | Shahana Ibrahim, Xiao Fu |
| 2021 | ICASSP | Fiber-Sampled Stochastic Mirror Descent for Tensor Decomposition with β-Divergence. | Wenqiang Pu, Shahana Ibrahim, Xiao Fu, Mingyi Hong |
| 2021 | ICASSP | Deep Generative Model Learning For Blind Spectrum Cartography with NMF-Based Radio Map Disaggregation. | Sagar Shrestha, Xiao Fu, Mingyi Hong |
| 2021 | ICASSP | Learning to Continuously Optimize Wireless Resource in Episodically Dynamic Environment. | Haoran Sun, Wenqiang Pu, Minghe Zhu, Xiao Fu, Tsung-Hui Chang, Mingyi Hong |
| 2021 | ICML | Crowdsourcing via Annotator Co-occurrence Imputation and Provable Symmetric Nonnegative Matrix Factorization. | Shahana Ibrahim, Xiao Fu |
| 2021 | PIMRC | Hybrid Precoding Design Based on Dual-Layer Deep-Unfolding Neural Network. | Guangyi Zhang, Xiao Fu, Qiyu Hu, Yunlong Cai, Guanding Yu |
| 2021 | RAID | SniffMislead: Non-Intrusive Privacy Protection against Wireless Packet Sniffers in Smart Homes. | Xuanyu Liu, Qiang Zeng, Xiaojiang Du, Siva Likitha Valluru, Chenglong Fu, Xiao Fu, Bin Luo |
| 2020 | ACSSC | Recovering Joint PMF from Pairwise Marginals. | Shahana Ibrahim, Xiao Fu |
| 2020 | GLOBECOM | Cloud Storage Forensics: BaiduNetDisk, WeiYun, and 115yun on a Wireless Network. | Yuzhe Chen, Xiao Fu, Bin Luo, Xiaojiang Du, Mohsen Guizani |
| 2020 | GLOBECOM | Forensic Model for DDoS Attack. | Yun Luo, Xiao Fu, Bin Luo, Xiaojiang Du, Mohsen Guizani |
| 2020 | ICASSP | Low-Complexity Levenberg-Marquardt Algorithm for Tensor Canonical Polyadic Decomposition. | Kejun Huang, Xiao Fu |
| 2020 | INFOCOM | Detecting and Mitigating ARP Attacks in SDN-Based Cloud Environment. | Sixian Sun, Xiao Fu, Bin Luo, Xiaojiang Du |
| 2019 | ACSSC | Unsupervised Learning of Nonlinear Mixtures: Identifiability and Algorithm. | Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos, Kejun Huang |
| 2019 | ACSSC | Coupled Block-term Tensor Decomposition Based Blind Spectrum Cartography. | Guoyong Zhang, Xiao Fu, Jun Wang, Mingyi Hong |
| 2019 | CIBCB | Development of a Deep Learning Method to Predict Optimal Ablation Patterns for Atrial Fibrillation. | Marica Muffoletto, Xiao Fu, Aditi Roy, Marta Varela, Paul A. Bates, Oleg V. Aslanidi |
| 2019 | GLOBECOM | Cloud Database Encryption Technology Based on Combinatorial Encryption. | Meng Chen, Xiao Fu, Bin Luo, Xiaojiang Du, Mohsen Guizani |
| 2019 | GLOBECOM | A Design of Firewall Based on Feedback of Intrusion Detection System in Cloud Environment. | Xiaoyu Ma, Xiao Fu, Bin Luo, Xiaojiang Du, Mohsen Guizani |
| 2019 | ICASSP | Block-randomized Stochastic Proximal Gradient for Constrained Low-rank Tensor Factorization. | Xiao Fu, Cheng Gao, Hoi-To Wai, Kejun Huang |
| 2019 | ICASSP | Regular Sampling of Tensor Signals: Theory and Application to FMRI. | Charilaos I. Kanatsoulis, Nicholas D. Sidiropoulos, Mehmet Akakaya, Xiao Fu |
| 2019 | ICML | Detecting Overlapping and Correlated Communities without Pure Nodes: Identifiability and Algorithm. | Kejun Huang, Xiao Fu |
| 2019 | IPIN | 5G networks three-dimensional indoor positioning based on improved Chan algorithm. | Jiazhi Han, Fuxing Yang, Ke Han, Zhongliang Deng, Jingwen Jiang, Jiawen Zhang, Lingjie Shi, Xiao Fu, Jiawei Fu |
| 2019 | IPIN | Survey on CSI-based Indoor Positioning Systems and Recent Advances. | Wen Liu, Qianqian Cheng, Zhongliang Deng, Hong Chen, Xiao Fu, Xinyu Zheng, Shixuan Zheng, Cunzhe Chen, Shuo Wang |
| 2019 | IPIN | A calibrated-RSSI/PDR/Map intergrated system based on a novel particle filter for indoor navigation. | Wen Liu, Jing Li, Zhongliang Deng, Xiao Fu, Qianqian Cheng |
| 2019 | VCIP | Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach. | Kexin Tang, Nuowen Kan, Junni Zou, Xiao Fu, Mingyi Hong, Hongkai Xiong |
| 2018 | AAAI | On Convergence of Epanechnikov Mean Shift. | Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos |
| 2018 | GLOBECOM | Monitoring User-Intent of Cloud-Based Networked Applications in Cognitive Networks. | Xuanyu Liu, Xiao Fu, Bin Luo, Xiaojiang Du, Mohsen Guizani |
| 2018 | ICASSP | Tensor-Based Parameter Estimation of Double Directional Massive Mimo Channel with Dual-Polarized Antennas. | Cheng Qian, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang |
| 2018 | ICASSP | Shared Human-Machine Control for Self-Aware Prostheses. | Henrique Dantas, Jacob Nieven, Tyler S. Davis, Xiao Fu, Gregory A. Clark, David J. Warren, V. John Mathews |
| 2018 | ICASSP | Large-Scale Regularized Sumcor GCCA via Penalty-Dual Decomposition. | Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos, Mingyi Hong |
| 2018 | ICASSP | Hyperspectral Super-Resolution Via Coupled Tensor Factorization: Identifiability and Algorithms. | Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos, Wing-Kin Ma |
| 2018 | ICASSP | Hi, Bcd! Hybrid Inexact Block Coordinate Descent for Hyperspectral Super-Resolution. | Ruiyuan Wu, Chun-Hei Chan, Hoi-To Wai, Wing-Kin Ma, Xiao Fu |
| 2018 | ICIP | Hyperspectral Super-Resolution: Combining Low Rank Tensor and Matrix Structure. | Charilaos I. Kanatsoulis, Xiao Fu, Nicholas D. Sidiropoulos, Wing-Kin Ma |
| 2018 | ICML | Learning Hidden Markov Models from Pairwise Co-occurrences with Application to Topic Modeling. | Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos |
| 2017 | ACSSC | Directed network topology inference via sparse joint diagonalization. | Yanning Shen, Xiao Fu, Georgios B. Giannakis, Nicholas D. Sidiropoulos |
| 2017 | ICASSP | Scalable and flexible Max-Var generalized canonical correlation analysis via alternating optimization. | Xiao Fu, Kejun Huang, Mingyi Hong, Nicholas D. Sidiropoulos, Anthony Man-Cho So |
| 2017 | ICASSP | A stochastic maximum-likelihood framework for simplex structured matrix factorization. | Ruiyuan Wu, Wing-Kin Ma, Xiao Fu |
| 2017 | ICCCN | Analyzing Android Application in Real-Time at Kernel Level. | Hao Ruan, Xiao Fu, Xuanyu Liu, Xiaojiang Du, Bin Luo |
| 2017 | ICML | Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering. | Bo Yang, Xiao Fu, Nicholas D. Sidiropoulos, Mingyi Hong |
| 2017 | SDM | BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals. | Xiao Fu, Kejun Huang, Otilia Stretcu, Hyun Ah Song, Evangelos E. Papalexakis, Partha P. Talukdar, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Barnabs Pczos |
| 2017 | WiOpt | Non-uniform directional dictionary-based limited feedback for massive MIMO systems. | Panos N. Alevizos, Xiao Fu, Nicholas D. Sidiropoulos, Ye Yang, Aggelos Bletsas |
| 2016 | ICASSP | Robust volume minimization-based matrix factorization via alternating optimization. | Xiao Fu, Wing-Kin Ma, Kejun Huang, Nicholas D. Sidiropoulos |
| 2016 | ICDM | Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis. | Xiao Fu, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell |
| 2016 | INFOCOM | A shared memory based cross-VM side channel attacks in IaaS cloud. | Ziqi Wang, Rui Yang, Xiao Fu, Xiaojiang Du, Bin Luo |
| 2016 | IPIN | Smallest enclosing circle-based fingerprint clustering and modified-WKNN matching algorithm for indoor positioning. | Wen Liu, Xiao Fu, Zhongliang Deng, Lianming Xu, Jichao Jiao |
| 2015 | EMNLP | Translation Invariant Word Embeddings. | Kejun Huang, Matt Gardner, Evangelos E. Papalexakis, Christos Faloutsos, Nikos D. Sidiropoulos, Tom M. Mitchell, Partha Pratim Talukdar, Xiao Fu |
| 2015 | GLOBECOM | Haddle: A Framework for Investigating Data Leakage Attacks in Hadoop. | Yun Gao, Xiao Fu, Bin Luo, Xiaojiang Du, Mohsen Guizani |
| 2015 | INFOCOM | Correlating processes for automatic memory evidence analysis. | Xiao Fu, Xiaojiang Du, Bin Luo, Jin Shi, Zhitao Guan, Yuhua Wang |
| 2014 | BigData | How to Send a Self-Destructing Email: A Method of Self-Destructing Email System. | Xiao Fu, Zhijian Wang, Hao Wu, Jia-qi Yang, Zizhao Wang |
| 2014 | ICASSP | Blind spectra separation and direction finding for cognitive radio using temporal correlation-domain ESPRIT. | Xiao Fu, Nicholas D. Sidiropoulos, Wing-Kin Ma, John Tranter |
| 2013 | ICASSP | Blind separation of convolutive mixtures of speech sources: Exploiting local sparsity. | Xiao Fu, Wing-Kin Ma |
| 2012 | HPCC | Advanced VRM Incorporated with 3D DCB Package for Computor Power Management Applications. | Xiao Fu, Minghao Jin |
| 2012 | ICASSP | A simple closed-form solution for overdetermined blind separation of locally sparse quasi-stationary sources. | Xiao Fu, Wing-Kin Ma |
| 2012 | ICONIP | Rough Sets and Neural Networks Based Aerial Images Segmentation Method. | Xiao Fu, Jin Liu, Haopeng Wang, Bin Zhang, Rui Gao |
| 2005 | ICNC | Online Support Vector Regression for System Identification. | Zhenhua Yu, Xiao Fu, Yinglu Li |