| 2026 | KDD | SGA: Self-boosting Attributed Graph Alignment via Neighborhood Consistency-based Edge Enhancement. | Chenxu Wang, Wencong Lin, Pinghui Wang, Tao Qin, Wei Wang, Xiaohong Guan |
| 2025 | ACL | Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models. | Jianxing Liao, Junyan Xu, Yatao Sun, Maowen Tang, Sicheng He, Jingxian Liao, Shui Yu, Yun Li, Xiaohong Guan |
| 2025 | CEC | Learning the evaluation system for Chinese traditional music by evolution strategies. | Haotian Zhang, Xiaohong Guan, Nan Nan, Yixin Wang |
| 2025 | ICASSP | One-Shot Face Avatar Generation in a Single Forward Pass with Identity Preservation. | Yingmao Miao, Chenhao Lin, Zhengyu Zhao, Hang Wang, Shuai Liu, Chao Shen, Xiaohong Guan |
| 2025 | ICDE | IsGCL: Informative Sample-Aware Progressive Graph Contrastive Learning. | Juxiang Zeng, Pinghui Wang, Linbo Ma, Jing Tao, Xiaohong Guan |
| 2025 | ICML | Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics. | Hongbin Pei, Jingxin Hai, Yu Li, Huiqi Deng, Denghao Ma, Jie Ma, Pinghui Wang, Jing Tao, Xiaohong Guan |
| 2025 | INFOCOM | Cross-Environmental Website Fingerprinting. | Jianfeng Li, Dongliang Wang, Yixuan Liu, Yifei Gao, Xiaorong Zhang, Zheng Lin, Xiaobo Ma, Xiapu Luo, Xiaohong Guan |
| 2024 | AAAI | HAGO-Net: Hierarchical Geometric Massage Passing for Molecular Representation Learning. | Hongbin Pei, Taile Chen, Chen A, Huiqi Deng, Jing Tao, Pinghui Wang, Xiaohong Guan |
| 2024 | ICDE | A Compact and Accurate Sketch for Estimating a Large Range of Set Difference Cardinalities. | Peng Jia, Pinghui Wang, Rundong Li, Junzhou Zhao, Junlan Feng, Xidian Wang, Xiaohong Guan |
| 2024 | ICML | Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing. | Hongbin Pei, Yu Li, Huiqi Deng, Jingxin Hai, Pinghui Wang, Jie Ma, Jing Tao, Yuheng Xiong, Xiaohong Guan |
| 2024 | INFOCOM | DNSScope: Fine-Grained DNS Cache Probing for Remote Network Activity Characterization. | Jianfeng Li, Zheng Lin, Xiaobo Ma, Jianhao Li, Jian Qu, Xiapu Luo, Xiaohong Guan |
| 2024 | WWW | Memory Disagreement: A Pseudo-Labeling Measure from Training Dynamics for Semi-supervised Graph Learning. | Hongbin Pei, Yuheng Xiong, Pinghui Wang, Jing Tao, Jialun Liu, Huiqi Deng, Jie Ma, Xiaohong Guan |
| 2024 | WWW | SMUG: Sand Mixing for Unobserved Class Detection in Graph Few-Shot Learning. | Chenxu Wang, Xichan Nie, Jinfeng Chen, Pinghui Wang, Junzhou Zhao, Xiaohong Guan |
| 2024 | SIGIR | Grand: A Fast and Accurate Graph Retrieval Framework via Knowledge Distillation. | Lin Lan, Pinghui Wang, Rui Shi, Tingqing Liu, Juxiang Zeng, Feiyang Sun, Yang Ren, Jing Tao, Xiaohong Guan |
| 2023 | ICDE | Towards Understanding the Instability of Network Embedding (Extended Abstract). | Chenxu Wang, Wei Rao, Wenna Guo, Pinghui Wang, Jun Liu, Xiaohong Guan |
| 2022 | ICDE | Accurate and Scalable Graph Neural Networks for Billion-Scale Graphs. | Juxiang Zeng, Pinghui Wang, Lin Lan, Junzhou Zhao, Feiyang Sun, Jing Tao, Junlan Feng, Min Hu, Xiaohong Guan |
| 2022 | INFOCOM | Landing Reinforcement Learning onto Smart Scanning of The Internet of Things. | Jian Qu, Xiaobo Ma, Wenmao Liu, Hongqing Sang, Jianfeng Li, Lei Xue, Xiapu Luo, Zhenhua Li, Li Feng, Xiaohong Guan |
| 2021 | ICDE | LogLog Filter: Filtering Cold Items within a Large Range over High Speed Data Streams. | Peng Jia, Pinghui Wang, Junzhou Zhao, Ye Yuan, Jing Tao, Xiaohong Guan |
| 2021 | INFOCOM | Context-aware Website Fingerprinting over Encrypted Proxies. | Xiaobo Ma, Mawei Shi, Bingyu An, Jianfeng Li, Daniel Xiapu Luo, Junjie Zhang, Xiaohong Guan |
| 2021 | KDD | Fast Rotation Kernel Density Estimation over Data Streams. | Runze Lei, Pinghui Wang, Rundong Li, Peng Jia, Junzhou Zhao, Xiaohong Guan, Chao Deng |
| 2021 | SIGMOD | Bidirectionally Densifying LSH Sketches with Empty Bins. | Peng Jia, Pinghui Wang, Junzhou Zhao, Shuo Zhang, Yiyan Qi, Min Hu, Chao Deng, Xiaohong Guan |
| 2020 | ICASSP | Adversarial Example Detection by Classification for Deep Speech Recognition. | Saeid Samizade, Zheng-Hua Tan, Chao Shen, Xiaohong Guan |
| 2020 | ICASSP | Harmonics Based Representation in Clarinet Tone Quality Evaluation. | Yixin Wang, Xiaohong Guan, Youtian Du, Nan Nan |
| 2020 | INFOCOM | Pinpointing Hidden IoT Devices via Spatial-temporal Traffic Fingerprinting. | Xiaobo Ma, Jian Qu, Jianfeng Li, John C. S. Lui, Zhenhua Li, Xiaohong Guan |
| 2020 | WWW | Fast Generating A Large Number of Gumbel-Max Variables. | Yiyan Qi, Pinghui Wang, Yuanming Zhang, Junzhou Zhao, Guangjian Tian, Xiaohong Guan |
| 2019 | ICDE | A Fast Sketch Method for Mining User Similarities Over Fully Dynamic Graph Streams. | Peng Jia, Pinghui Wang, Jing Tao, Xiaohong Guan |
| 2019 | ICDE | REPT: A Streaming Algorithm of Approximating Global and Local Triangle Counts in Parallel. | Pinghui Wang, Peng Jia, Yiyan Qi, Yu Sun, Jing Tao, Xiaohong Guan |
| 2019 | ICDE | Utilizing Dynamic Properties of Sharing Bits and Registers to Estimate User Cardinalities Over Time. | Pinghui Wang, Peng Jia, Xiangliang Zhang, Jing Tao, Xiaohong Guan, Don Towsley |
| 2019 | IJCAI | Meta Reinforcement Learning with Task Embedding and Shared Policy. | Lin Lan, Zhenguo Li, Xiaohong Guan, Pinghui Wang |
| 2019 | KDD | A Memory-Efficient Sketch Method for Estimating High Similarities in Streaming Sets. | Pinghui Wang, Yiyan Qi, Yuanming Zhang, Qiaozhu Zhai, Chenxu Wang, John C. S. Lui, Xiaohong Guan |
| 2018 | ICDE | MOSS-5: A Fast Method of Approximating Counts of 5-Node Graphlets in Large Graphs (Extended Abstract). | Pinghui Wang, Junzhou Zhao, Xiangliang Zhang, Zhenguo Li, Jiefeng Cheng, John C. S. Lui, Don Towsley, Xiaohong Guan |
| 2018 | INFOCOM | Can We Learn what People are Doing from Raw DNS Queries? | Jianfeng Li, Xiaobo Ma, Guodong Li, Xiapu Luo, Junjie Zhang, Wei Li, Xiaohong Guan |
| 2018 | INFOCOM | Mining Long-Term Stealthy User Behaviors on High Speed Links. | Pinghui Wang, Peng Jia, Jing Tao, Xiaohong Guan |
| 2017 | IM | A traffic classification approach based on characteristics of subflows and ensemble learning. | Changyu Wang, Xiaohong Guan, Tao Qin |
| 2017 | WWW | Inferring Demographics and Social Networks of Mobile Device Users on Campus From AP-Trajectories. | Pinghui Wang, Feiyang Sun, Di Wang, Jing Tao, Xiaohong Guan, Albert Bifet |
| 2016 | ISCC | A new model for nickname detection based on network structure and similarity propagation. | Zhaoli Liu, Tao Qin, Dan Zhao, Xiaohong Guan, Tao Yang |
| 2016 | SMC | Modeling multimodal biometric modalities for continuous user authentication. | Chao Shen, He Zhang, Zhenyu Yang, Xiaohong Guan |
| 2016 | TrustCom | Handedness Recognition through Keystroke-Typing Behavior in Computer Forensics Analysis. | Chao Shen, Haodi Xu, Haijun Wang, Xiaohong Guan |
| 2016 | SIGCOMM | Taming the Flow Table Overflow in OpenFlow Switch. | Siyi Qiao, Chengchen Hu, Xiaohong Guan, Jianhua Zou |
| 2016 | SIGCOMM | Rethinking the Design of OpenFlow Switch Counters. | Ji Yang, Chengchen Hu, Peng Zheng, Ruilong Wang, Peng Zhang, Xiaohong Guan |
| 2015 | ICDE | A tale of three graphs: Sampling design on hybrid social-affiliation networks. | Junzhou Zhao, John C. S. Lui, Don Towsley, Pinghui Wang, Xiaohong Guan |
| 2015 | INFOCOM | Modeling repeating behaviors in packet arrivals: Detection and measurement. | Jianfeng Li, Jing Tao, Xiaobo Ma, Junjie Zhang, Xiaohong Guan |
| 2015 | RAID | Probabilistic Inference on Integrity for Access Behavior Based Malware Detection. | Weixuan Mao, Zhongmin Cai, Don Towsley, Xiaohong Guan |
| 2015 | TrustCom | Alias Detection Across Multi-online Applications Based on User's Behavior Characteristics. | Zhaoli Liu, Tao Qin, Xiaohong Guan, Xiaoqiang Niu, Tao Yang |
| 2014 | ACSAC | Centrality metrics of importance in access behaviors and malware detections. | Weixuan Mao, Zhongmin Cai, Xiaohong Guan, Don Towsley |
| 2014 | ICSE | In-depth measurement and analysis on densification power law of software execution. | Yu Qu, Qinghua Zheng, Ting Liu, Jian Li, Xiaohong Guan |
| 2014 | ICSE | Directed test suite augmentation via exploiting program dependency. | Haijun Wang, Xiaohong Guan, Qinghua Zheng, Ting Liu, Chao Shen, Zijiang Yang |
| 2014 | WWW | Detecting community structure for undirected big graphs based on random walks. | Xiaoming Liu, Yadong Zhou, Chengchen Hu, Xiaohong Guan, Junyuan Leng |
| 2014 | WWW | Measuring and maximizing group closeness centrality over disk-resident graphs. | Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan |
| 2014 | SEKE | Reducing Test Cases with Causality Partitions. | Haijun Wang, Xiaohong Guan, Qinghua Zheng, Ting Liu, Xiangyang Li, Lechen Yu, Zijiang Yang |
| 2013 | ICDE | Sampling node pairs over large graphs. | Pinghui Wang, Junzhou Zhao, John C. S. Lui, Don Towsley, Xiaohong Guan |
| 2013 | INFOCOM | A novel method to detect bad data injection attack in smart grid. | Ting Liu, Yun Gu, Dai Wang, Yuhong Gui, Xiaohong Guan |
| 2013 | INFOCOM | A novel method to detect bad data injection attack in smart grid. | Ting Liu, Yun Gu, Dai Wang, Yuhong Gui, Xiaohong Guan |
| 2013 | IWDW | On User Interaction Behavior as Evidence for Computer Forensic Analysis. | Chao Shen, Zhongmin Cai, Roy A. Maxion, Xiaohong Guan |
| 2013 | LCN | Maximizing topic propagation driven by multiple user nodes in micro-blogging. | Chang Su, Youtian Du, Xiaohong Guan, Chenhe Wu |
| 2013 | SIGCOMM | Security risks evaluation toolbox for smart grid devices. | Yang Liu, Jiahe Liu, Ting Liu, Xiaohong Guan, Yanan Sun |
| 2012 | ACSAC | Cloud-based push-styled mobile botnets: a case study of exploiting the cloud to device messaging service. | Shuang Zhao, Patrick P. C. Lee, John C. S. Lui, Xiaohong Guan, Xiaobo Ma, Jing Tao |
| 2012 | DSN | Continuous authentication for mouse dynamics: A pattern-growth approach. | Chao Shen, Zhongmin Cai, Xiaohong Guan |
| 2012 | GLOBECOM | Towards active measurement for DNS query behavior of botnets. | Xiaobo Ma, Jianfeng Li, Jing Tao, Xiaohong Guan |
| 2012 | GLOBECOM | Behavior spectrum: An effective method for user's web access behavior monitoring and measurement. | Tao Qin, Wei Li, Xiaohong Guan, Zhaoli Liu |
| 2012 | GLOBECOM | Who are active? An in-depth measurement on user activity characteristics in sina microblogging. | Chenxu Wang, Xiaohong Guan, Tao Qin, Wei Li |
| 2012 | NOMS | Model-based real-time volume control for interactive network traffic replay. | Weibo Chu, Xiaohong Guan, Lixin Gao, Zhongmin Cai |
| 2012 | TrustCom | An Identity Authentication Mechanism Based on Timing Covert Channel. | Yanan Sun, Xiaohong Guan, Ting Liu, Yu Qu |
| 2011 | CCS | Poster: can it be more practical?: improving mouse dynamics biometric performance. | Chao Shen, Zhongmin Cai, Xiaohong Guan |
| 2011 | INFOCOM | A new virtual indexing method for measuring host connection degrees. | Pinghui Wang, Xiaohong Guan, Weibo Gong, Donald F. Towsley |
| 2011 | NPC | A Layered Detection Method for Malware Identification. | Ting Liu, Xiaohong Guan, Yu Qu, Yanan Sun |
| 2011 | NPC | A New Method for Authentication Based on Covert Channel. | Yanan Sun, Xiaohong Guan, Ting Liu |
| 2010 | ICPR | Enhancing Web Page Classification via Local Co-training. | Youtian Du, Xiaohong Guan, Zhongmin Cai |
| 2010 | WCNC | Sensing and Communication Tradeoff for Cognitive Access of Continues-Time Markov Channels. | Xin Li, Qianchuan Zhao, Xiaohong Guan, Lang Tong |
| 2009 | GLOBECOM | A New Data Streaming Method for Locating Hosts with Large Connection Degree. | Xiaohong Guan, Pinghui Wang, Tao Qin |
| 2009 | HCI | Propagation Modeling and Analysis of Incidental Topics in Blogosphere. | Li Zhao, Ruixi Yuan, Xiaohong Guan, Mingyang Li |
| 2009 | MOBICOM | On the performance of cognitive access with periodic spectrum sensing. | Xin Li, Qianchuan Zhao, Xiaohong Guan, Lang Tong |
| 2007 | HCI | Traffic Classification - Towards Accurate Real Time Network Applications. | Zhu Li, Ruixi Yuan, Xiaohong Guan |
| 2006 | ISNN | Differential Inclusions-Based Neural Networks for Nonsmooth Convex Optimization on a Closed Convex Subset. | Shiji Song, Guocheng Li, Xiaohong Guan |
| 2006 | ISNN | An Erotic Image Recognition Algorithm Based on Trunk Model and SVM Classification. | Qindong Sun, Xinbo Huang, Xiaohong Guan, Peng Gao |
| 2005 | ISPA | Percentage Coverage Configuration in Wireless Sensor Networks. | Hongxing Bai, Xi Chen, Yu-Chi Ho, Xiaohong Guan |
| 2004 | ISNN | A Novel Intrusion Detection Method Based on Principle Component Analysis in Computer Security. | Wei Wang, Xiaohong Guan, Xiangliang Zhang |
| 1994 | ICRA | Fuzzy Optimization-Based Scheduling of Identical Machines with Possible Breakdown. | Yong Li, Peter B. Luh, Xiaohong Guan |