IDGraphs: Intrusion Detection and Analysis Using Histographs. - Pin Ren; Yan Gao 003; Zhichun Li; Yan Chen 004; Benjamin Watson 001 (VizSEC, 2005)

A DoS Resilient Flow-level Intrusion Detection Approach for High-speed Networks. - Yan Gao 003; Zhichun Li; Yan Chen 004 (ICDCS, 2006)

Reverse Hashing for High-Speed Network Monitoring: Algorithms, Evaluation, and Applications. - Robert T. Schweller; Zhichun Li; Yan Chen 004; Yan Gao 003; Ashish Gupta 003; Yin Zhang; Peter A. Dinda; Ming-Yang Kao; Gokhan Memik (INFOCOM, 2006)

Towards scalable and robust distributed intrusion alert fusion with good load balancing. - Zhichun Li; Yan Chen; Aaron Beach (LSAD@SIGCOMM, 2006)

Hamsa: Fast Signature Generation for Zero-day PolymorphicWorms with Provable Attack Resilience. - Zhichun Li; Manan Sanghi; Yan Chen 004; Ming-Yang Kao; Brian Chavez (S&P, 2006)

IDGraphs: Intrusion Detection and Analysis Using Stream Compositing. - Pin Ren; Yan Gao 003; Zhichun Li; Yan Chen 004; Benjamin Watson 001 (IEEE Computer Graphics and Applications, 2006)

Network-based and Attack-resilient Length Signature Generation for Zero-day Polymorphic Worms. - Zhichun Li; Lanjia Wang; Yan Chen 004; Zhi Fu (ICNP, 2007)

Reversible sketches: enabling monitoring and analysis over high-speed data streams. - Robert T. Schweller; Zhichun Li; Yan Chen 004; Yan Gao 003; Ashish Gupta 003; Yin Zhang; Peter A. Dinda; Ming-Yang Kao; Gokhan Memik (IEEE/ACM Trans. Netw., 2007)

Honeynet-based Botnet Scan Traffic Analysis. - Zhichun Li; Anup Goyal; Yan Chen 004 (Botnet Detection, 2008)

Automating analysis of large-scale botnet probing events. - Zhichun Li; Anup Goyal; Yan Chen 004; Vern Paxson (AsiaCCS, 2009)

Virtual browser: a web-level sandbox to secure third-party JavaScript without sacrificing functionality. - Yinzhi Cao; Zhichun Li; Vaibhav Rastogi; Yan Chen 004 (CCS, 2010)

Detecting and characterizing social spam campaigns. - Hongyu Gao; Jun Hu; Christo Wilson; Zhichun Li; Yan Chen 004; Ben Y. Zhao (Internet Measurement Conference, 2010)

Measurement and Diagnosis of Address Misconfigured P2P Traffic. - Zhichun Li; Anup Goyal; Yan Chen 004; Aleksandar Kuzmanovic (INFOCOM, 2010)

WebProphet: Automating Performance Prediction for Web Services. - Zhichun Li; Ming Zhang 005; Zhaosheng Zhu; Yan Chen 004; Albert G. Greenberg; Yi-Min Wang (NSDI, 2010)

NetShield: massive semantics-based vulnerability signature matching for high-speed networks. - Zhichun Li; Gao Xia; Hongyu Gao; Yi Tang 002; Yan Chen 004; Bin Liu 001; Junchen Jiang; Yuezhou Lv (SIGCOMM, 2010)

HiFIND: A high-speed flow-level intrusion detection approach with DoS resiliency. - Zhichun Li; Yan Gao 003; Yan Chen 004 (Comput. Networks, 2010)

Thwarting zero-day polymorphic worms with network-level length-based signature generation. - Lanjia Wang; Zhichun Li; Yan Chen 004; Zhi Fu; Xing Li 001 (IEEE/ACM Trans. Netw., 2010)

Employing Honeynets For Network Situational Awareness. - Paul Barford; Yan Chen 004; Anup Goyal; Zhichun Li; Vern Paxson; Vinod Yegneswaran (Cyber Situational Awareness, 2010)

Poster: CUD: crowdsourcing for URL spam detection. - Jun Hu; Hongyu Gao; Zhichun Li; Yan Chen 004 (CCS, 2011)

WebShield: Enabling Various Web Defense Techniques without Client Side Modifications. - Zhichun Li; Yi Tang 002; Yinzhi Cao; Vaibhav Rastogi; Yan Chen 004; Bin Liu 001; Clint Sbisa (NDSS, 2011)

Towards Situational Awareness of Large-Scale Botnet Probing Events. - Zhichun Li; Anup Goyal; Yan Chen 004; Vern Paxson (IEEE Trans. Inf. Forensics Secur., 2011)

Virtual browser: a virtualized browser to sandbox third-party JavaScripts with enhanced security. - Yinzhi Cao; Zhichun Li; Vaibhav Rastogi; Yan Chen 004; Xitao Wen (AsiaCCS, 2012)

CHEX: statically vetting Android apps for component hijacking vulnerabilities. - Long Lu; Zhichun Li; Zhenyu Wu 003; Wenke Lee; Guofei Jiang (CCS, 2012)

Redefining web browser principals with a Configurable Origin Policy. - Yinzhi Cao; Vaibhav Rastogi; Zhichun Li; Yan Chen 004; Alexander Moshchuk (DSN, 2013)

Seismic Qualification of Telecommunication System in Nuclear Power Plant. - Zhichun Li; Yong Zheng 001 (ICGEC, 2014)

Discover and Tame Long-running Idling Processes in Enterprise Systems. - Jun Wang 141; Zhiyun Qian; Zhichun Li; Zhenyu Wu 003; Junghwan Rhee; Xia Ning; Peng Liu 005; Guofei Jiang (AsiaCCS, 2015)

Checking More and Alerting Less: Detecting Privacy Leakages via Enhanced Data-flow Analysis and Peer Voting. - Kangjie Lu; Zhichun Li; Vasileios P. Kemerlis; Zhenyu Wu 003; Long Lu; Cong Zheng; Zhiyun Qian; Wenke Lee; Guofei Jiang (NDSS, 2015)

SUPOR: Precise and Scalable Sensitive User Input Detection for Android Apps. - Jianjun Huang 001; Zhichun Li; Xusheng Xiao; Zhenyu Wu 003; Kangjie Lu; Xiangyu Zhang 001; Guofei Jiang (USENIX Security Symposium, 2015)

Behavior Query Discovery in System-Generated Temporal Graphs. - Bo Zong; Xusheng Xiao; Zhichun Li; Zhenyu Wu 003; Zhiyun Qian; Xifeng Yan; Ambuj K. Singh; Guofei Jiang (Proc. VLDB Endow., 2015)

High Fidelity Data Reduction for Big Data Security Dependency Analyses. - Zhang Xu; Zhenyu Wu 003; Zhichun Li; Kangkook Jee; Junghwan Rhee; Xusheng Xiao; Fengyuan Xu; Haining Wang 001; Guofei Jiang (CCS, 2016)

Detecting Stack Layout Corruptions with Robust Stack Unwinding. - Yangchun Fu; Junghwan Rhee; Zhiqiang Lin 001; Zhichun Li; Hui Zhang 002; Guofei Jiang (RAID, 2016)

Efficient Discovery of Abnormal Event Sequences in Enterprise Security Systems. - Boxiang Dong; Zhengzhang Chen; Wendy Hui Wang; Lu-An Tang; Kai Zhang 001; Ying Lin; Zhichun Li; Haifeng Chen (CIKM, 2017)

Accelerating Dependency Graph Learning from Heterogeneous Categorical Event Streams via Knowledge Transfer. - Chen Luo 001; Zhengzhang Chen; Lu-An Tang; Anshumali Shrivastava; Zhichun Li (CoRR, 2017)

NodeMerge: Template Based Efficient Data Reduction For Big-Data Causality Analysis. - Yutao Tang; Ding Li 001; Zhichun Li; Mu Zhang 001; Kangkook Jee; Xusheng Xiao; Zhenyu Wu 003; Junghwan Rhee; Fengyuan Xu; Qun Li 001 (CCS, 2018)

Behavior-based Community Detection: Application to Host Assessment In Enterprise Information Networks. - Cheng Cao; Zhengzhang Chen; James Caverlee; Lu-An Tang; Chen Luo 001; Zhichun Li (CIKM, 2018)

Collaborative Alert Ranking for Anomaly Detection. - Ying Lin; Zhengzhang Chen; Cheng Cao; Lu-An Tang; Kai Zhang 001; Wei Cheng 002; Zhichun Li (CIKM, 2018)

TINET: Learning Invariant Networks via Knowledge Transfer. - Chen Luo 001; Zhengzhang Chen; Lu-An Tang; Anshumali Shrivastava; Zhichun Li; Haifeng Chen; Jieping Ye (KDD, 2018)

Towards a Timely Causality Analysis for Enterprise Security. - Yushan Liu 004; Mu Zhang 001; Ding Li 001; Kangkook Jee; Zhichun Li; Zhenyu Wu 003; Junghwan Rhee; Prateek Mittal (NDSS, 2018)

TwistBlocks: Pluggable and Twistable Modular TUI for Armature Interaction in 3D Design. - Meng Wang 051; Kehua Lei; Zhichun Li; Haipeng Mi; Yingqing Xu (TEI, 2018)

AIQL: Enabling Efficient Attack Investigation from System Monitoring Data. - Peng Gao 008; Xusheng Xiao; Zhichun Li; Fengyuan Xu; Sanjeev R. Kulkarni; Prateek Mittal (USENIX ATC, 2018)

SAQL: A Stream-based Query System for Real-Time Abnormal System Behavior Detection. - Peng Gao 008; Xusheng Xiao; Ding Li 001; Zhichun Li; Kangkook Jee; Zhenyu Wu 003; Chung Hwan Kim; Sanjeev R. Kulkarni; Prateek Mittal (USENIX Security Symposium, 2018)

AIQL: Enabling Efficient Attack Investigation from System Monitoring Data. - Peng Gao 008; Xusheng Xiao; Zhichun Li; Kangkook Jee; Fengyuan Xu; Sanjeev R. Kulkarni; Prateek Mittal (CoRR, 2018)

A Query Tool for Efficiently Investigating Risky Software Behaviors. - Peng Gao 008; Xusheng Xiao; Zhichun Li; Kangkook Jee; Fengyuan Xu; Sanjeev R. Kulkarni; Prateek Mittal (CoRR, 2018)

Deep Program Reidentification: A Graph Neural Network Solution. - Shen Wang 005; Zhengzhang Chen; Ding Li 001; Lu-An Tang; Jingchao Ni; Zhichun Li; Junghwan Rhee; Haifeng Chen; Philip S. Yu (CoRR, 2018)

PoLPer: Process-Aware Restriction of Over-Privileged Setuid Calls in Legacy Applications. - Yuseok Jeon; Junghwan Rhee; Chung Hwan Kim; Zhichun Li; Mathias Payer; Byoungyoung Lee; Zhenyu Wu 003 (CODASPY, 2019)

Heterogeneous Graph Matching Networks for Unknown Malware Detection. - Shen Wang 005; Zhengzhang Chen; Xiao Yu 007; Ding Li 001; Jingchao Ni; Lu-An Tang; Jiaping Gui; Zhichun Li; Haifeng Chen; Philip S. Yu (IJCAI, 2019)

NoDoze: Combatting Threat Alert Fatigue with Automated Provenance Triage. - Wajih Ul Hassan; Shengjian Guo; Ding Li 001; Zhengzhang Chen; Kangkook Jee; Zhichun Li; Adam Bates 001 (NDSS, 2019)

Countering Malicious Processes with Process-DNS Association. - Suphannee Sivakorn; Kangkook Jee; Yixin Sun; Lauri Korts-Pärn; Zhichun Li; Cristian Lumezanu; Zhenyu Wu 003; Lu-An Tang; Ding Li 001 (NDSS, 2019)

Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification. - Shen Wang 005; Zhengzhang Chen; Ding Li 001; Zhichun Li; Lu-An Tang; Jingchao Ni; Junghwan Rhee; Haifeng Chen; Philip S. Yu (SDM, 2019)

A Stream-based Query System for Efficiently Detecting Abnormal System Behaviors for Enterprise Security. - Peng Gao 008; Xusheng Xiao; Ding Li 001; Zhichun Li; Kangkook Jee; Zhenyu Wu 003; Chung Hwan Kim; Sanjeev R. Kulkarni; Prateek Mittal (CoRR, 2019)

Adversarial Defense Framework for Graph Neural Network. - Shen Wang 005; Zhengzhang Chen; Jingchao Ni; Xiao Yu 007; Zhichun Li; Haifeng Chen; Philip S. Yu (CoRR, 2019)

Heterogeneous Graph Matching Networks. - Shen Wang 005; Zhengzhang Chen; Xiao Yu 007; Ding Li 001; Jingchao Ni; Lu-An Tang; Jiaping Gui; Zhichun Li; Haifeng Chen; Philip S. Yu (CoRR, 2019)

A Query System for Efficiently Investigating Complex Attack Behaviors for Enterprise Security. - Peng Gao 008; Xusheng Xiao; Zhichun Li; Kangkook Jee; Fengyuan Xu; Sanjeev R. Kulkarni; Prateek Mittal (Proc. VLDB Endow., 2019)

This is Why We Can't Cache Nice Things: Lightning-Fast Threat Hunting using Suspicion-Based Hierarchical Storage. - Wajih Ul Hassan; Ding Li 001; Kangkook Jee; Xiao Yu 007; Kexuan Zou; Dawei Wang; Zhengzhang Chen; Zhichun Li; Junghwan Rhee; Jiaping Gui; Adam Bates 001 (ACSAC, 2020)

Detecting Malware Injection with Program-DNS Behavior. - Yixin Sun; Kangkook Jee; Suphannee Sivakorn; Zhichun Li; Cristian Lumezanu; Lauri Korts-Pärn; Zhenyu Wu 003; Junghwan Rhee; Chung Hwan Kim; Mung Chiang; Prateek Mittal (EuroS&P, 2020)

APTrace: A Responsive System for Agile Enterprise Level Causality Analysis. - Jiaping Gui; Ding Li 001; Zhengzhang Chen; Junghwan Rhee; Xusheng Xiao; Mu Zhang 001; Kangkook Jee; Zhichun Li; Haifeng Chen (ICDE, 2020)

UTrack: Enterprise User Tracking Based on OS-Level Audit Logs. - Yue Li 002; Zhenyu Wu 003; Haining Wang 001; Kun Sun 001; Zhichun Li; Kangkook Jee; Junghwan Rhee; Haifeng Chen (CODASPY, 2021)

Anomalous Event Sequence Detection. - Boxiang Dong; Zhengzhang Chen; Lu-An Tang; Haifeng Chen; Hui Wang 013; Kai Zhang 001; Ying Lin; Zhichun Li (IEEE Intell. Syst., 2021)

SemBAT: Physical Layer Black-box Adversarial Attacks for Deep Learning-based Semantic Communication Systems. - Zeju Li; Jinfei Zhou; Guoshun Nan; Zhichun Li; Qimei Cui; Xiaofeng Tao (VTC Fall, 2022)

Enhancing Revisitation in Touchscreen Reading for Visually Impaired People with Semantic Navigation Design. - Zhichun Li; Yu Jiang 010; Xiaochen Liu; Yuhang Zhao 001; Chun Yu; Yuanchun Shi (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Research on Electromagnetic Effect Generated by DC Converter on Human Body in Electric Vehicle. - Jianjun Xiao 002; Changsheng Gao; Zhichun Li; Kai Zhang; Jia Jia; Dan Zhang 019 (VTC2023-Spring, 2023)

Gamify Stencil Dwarf on Cloud for Democratizing Scientific Computing. - Kun Li 016; Zhichun Li; Yuetao Chen; Zixuan Wang; Yiwei Zhang; Liang Yuan; Haipeng Jia; Yunquan Zhang; Ting Cao; Mao Yang 004 (CoRR, 2023)

Physical-Layer Adversarial Robustness for Deep Learning-Based Semantic Communications. - Guoshun Nan; Zhichun Li; Jinli Zhai; Qimei Cui; Gong Chen; Xin Du; Xuefei Zhang 003; Xiaofeng Tao; Zhu Han 001; Tony Q. S. Quek (IEEE J. Sel. Areas Commun., 2023)

ProvIoT : Detecting Stealthy Attacks in IoT through Federated Edge-Cloud Security. - Kunal Mukherjee; Joshua Wiedemeier; Qi Wang 017; Junpei Kamimura; Junghwan John Rhee; James Wei; Zhichun Li; Xiao Yu 007; Lu-An Tang; Jiaping Gui; Kangkook Jee (ACNS (3), 2024)

BeeZip: Towards An Organized and Scalable Architecture for Data Compression. - Ruihao Gao; Zhichun Li; Guangming Tan; Xueqi Li 001 (ASPLOS (3), 2024)

Prototype Comparison Convolutional Networks for One-Shot Segmentation. - Lingbo Li; Zhichun Li; Fusen Guo; Haoyu Yang; Jingtian Wei; Zhengyi Yang 001 (IEEE Access, 2024)

Enhancing Gastrointestinal Stromal Tumor (GIST) Diagnosis: An Improved YOLOv8 Deep Learning Approach for Precise Mitotic Detection. - Haoxin Liang; Zhichun Li; Weijie Lin; Yuheng Xie; Shuo Zhang 030; Zhou Li; Hongyu Luo; Tian Li 012; Shuai Han (IEEE Access, 2024)

BlockPIM: Optimizing Memory Management for PIM-enabled Long-Context LLM Inference. - Zhichun Li; Jun Zhou; Xueqi Li 001; Ninghui Sun (DAC, 2025)

Exploring the DIMM PIM Architecture for Accelerating Time Series Analysis. - Shunchen Shi; Fan Yang 096; Zhichun Li; Xueqi Li 001; Ninghui Sun (IEEE Comput. Archit. Lett., 2025)