ECNU: Brief System Description of Submission to Knowledge Base Population at TAC 2011. - Tiantian Zhu; Wenchao Zhang; Yue Lu (TAC, 2011)

Tiantianzhu7: System Description of Semantic Textual Similarity (STS) in the SemEval-2012 (Task 6). - Tiantian Zhu; Man Lan (SemEval@NAACL-HLT, 2012)

Measuring short Text Semantic Similarity using multiple measurements. - Tiantian Zhu; Man Lan (ICMLC, 2013)

ECNUCS: A Surface Information Based System Description of Sentiment Analysis in Twitter in the SemEval-2013 (Task 2). - Tiantian Zhu; Fangxi Zhang; Lan Man (SemEval@NAACL-HLT, 2013)

ECNUCS: Measuring Short Text Semantic Equivalence Using Multiple Similarity Measurements. - Tiantian Zhu; Man Lan (*SEM@NAACL-HLT, 2013)

AutoCog: Measuring the Description-to-permission Fidelity in Android Applications. - Zhengyang Qu; Vaibhav Rastogi; Xinyi Zhang; Yan Chen 004; Tiantian Zhu; Zhong Chen (CCS, 2014)

ECNU: Expression- and Message-level Sentiment Orientation Classification in Twitter Using Multiple Effective Features. - Jiang Zhao; Man Lan; Tiantian Zhu (SemEval@COLING, 2014)

ECNU: One Stone Two Birds: Ensemble of Heterogenous Measures for Semantic Relatedness and Textual Entailment. - Jiang Zhao; Tiantian Zhu; Man Lan (SemEval@COLING, 2014)

ECNU: Leveraging on Ensemble of Heterogeneous Features and Information Enrichment for Cross Level Semantic Similarity Estimation. - Tiantian Zhu; Man Lan (SemEval@COLING, 2014)

Beating the Artificial Chaos: Fighting OSN Spam Using Its Own Templates. - Tiantian Zhu; Hongyu Gao; Yi Yang 042; Kai Bu; Yan Chen 004; Doug Downey; Kathy Lee; Alok N. Choudhary (IEEE/ACM Trans. Netw., 2016)

Effective and Light-Weight Deobfuscation and Semantic-Aware Attack Detection for PowerShell Scripts. - Zhenyuan Li; Qi Alfred Chen; Chunlin Xiong; Yan Chen 004; Tiantian Zhu; Hai Yang (CCS, 2019)

Relationship Between Tyndall Light Path Attenuation and Concentration Based on Digital Image. - Cunbo Jiang; Yaling Qin; Tiantian Zhu (ICPCSEE (2), 2019)

Study on Measurement of Colloidal Liquid Concentration Based on Tyndall Phenomenon. - Cunbo Jiang; Tiantian Zhu; Yaling Qin (ICPCSEE (2), 2019)

An Improved Gaussian Mixture Model Based Hole-filling Algorithm Exploiting Depth Information. - Tiantian Zhu; Pan Gao 001 (VCIP, 2019)

WebSmell: An Efficient Malicious HTTP Traffic Detection Framework Using Data Augmentation. - Tieming Chen; Zhengqiu Weng; YunPeng Chen; Chenqiang Jin; Mingqi Lv; Tiantian Zhu; Jianhong Lin (Inscrypt, 2020)

Binary and Multiclass Classification of Histopathological Images Using Machine Learning Techniques. - Jiatong Wang; Tiantian Zhu; Shan Liang; R. Karthiga; Kumaravelu Narasimhan; Elamaran Vellaiappan (J. Medical Imaging Health Informatics, 2020)

A Hybrid Deep Learning System for Real-World Mobile User Authentication Using Motion Sensors. - Tiantian Zhu; Zhengqiu Weng; Guolang Chen; Lei Fu (Sensors, 2020)

RiskCog: Unobtrusive Real-Time User Authentication on Mobile Devices in the Wild. - Tiantian Zhu; Zhengyang Qu; Haitao Xu 002; Jingsi Zhang; Zhengyue Shao; Yan Chen 004; Sandeep Prabhakar; Jianfeng Yang (IEEE Trans. Mob. Comput., 2020)

Diversity Slotted ALOHA with Power Accumulation for Satellite IoT Networks. - Tiantian Zhu; Jiaying Li 009; Ziwei Liu; Gengxin Zhang (WCSP, 2021)

A Heterogeneous Graph Learning Model for Cyber-Attack Detection. - Mingqi Lv; Chengyu Dong; Tieming Chen; Tiantian Zhu; Qijie Song; Yuan Fan (CoRR, 2021)

APTSHIELD: A Stable, Efficient and Real-time APT Detection System for Linux Hosts. - Tiantian Zhu; Jinkai Yu; Tieming Chen; Jiayu Wang; Jie Ying; Ye Tian; Mingqi Lv; Yan Chen 004; Yuan Fan; Ting Wang 004 (CoRR, 2021)

TLSmell: Direct Identification on Malicious HTTPs Encryption Traffic with Simple Connection-Specific Indicators. - Zhengqiu Weng; Timing Chen; Tiantian Zhu; Hang Dong; Dan Zhou; Osama Alfarraj (Comput. Syst. Sci. Eng., 2021)

Distantly supervised biomedical relation extraction using piecewise attentive convolutional neural network and reinforcement learning. - Tiantian Zhu; Yang Qin 001; Yang Xiang 003; Baotian Hu; Qingcai Chen; Weihua Peng (J. Am. Medical Informatics Assoc., 2021)

Disocclusion filling for depth-based view synthesis with adaptive utilization of temporal correlations. - Pan Gao 001; Tiantian Zhu; Manoranjan Paul (J. Vis. Commun. Image Represent., 2021)

One Cycle Attack: Fool Sensor-Based Personal Gait Authentication With Clustering. - Tiantian Zhu; Lei Fu; Qiang Liu 034; Zi Lin; Yan Chen 004; Tieming Chen (IEEE Trans. Inf. Forensics Secur., 2021)

General, Efficient, and Real-Time Data Compaction Strategy for APT Forensic Analysis. - Tiantian Zhu; Jiayu Wang; Linqi Ruan; Chunlin Xiong; Jinkai Yu; Yaosheng Li; Yan Chen 004; Mingqi Lv; Tieming Chen (IEEE Trans. Inf. Forensics Secur., 2021)

Temporal Multi-Graph Convolutional Network for Traffic Flow Prediction. - Mingqi Lv; Zhaoxiong Hong; Ling Chen 001; Tieming Chen; Tiantian Zhu; Shouling Ji (IEEE Trans. Intell. Transp. Syst., 2021)

Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking. - Tiantian Zhu; Yang Qin 001; Qingcai Chen; Baotian Hu; Yang Xiang 003 (IJCAI, 2022)

Kellect: a Kernel-Based Efficient and Lossless Event Log Collector. - Tieming Chen; Qijie Song; Xuebo Qiu; Tiantian Zhu; Zhiling Zhu; Mingqi Lv (CoRR, 2022)

Generic, efficient, and effective deobfuscation and semantic-aware attack detection for PowerShell scripts. - Chunlin Xiong; Zhenyuan Li; Yan Chen 004; Tiantian Zhu; Jian Wang 007; Hai Yang; Wei Ruan (Frontiers Inf. Technol. Electron. Eng., 2022)

Conan: A Practical Real-Time APT Detection System With High Accuracy and Efficiency. - Chunlin Xiong; Tiantian Zhu; Weihao Dong; Linqi Ruan; Runqing Yang; Yueqiang Cheng; Yan Chen 004; Shuai Cheng; Xutong Chen (IEEE Trans. Dependable Secur. Comput., 2022)

PowerCog: A Practical Method for Recognizing Power Quality Disturbances Accurately in a Noisy Environment. - Lei Fu; Ke Yan; Tiantian Zhu (IEEE Trans. Ind. Informatics, 2022)

Private Cell-ID Trajectory Prediction Using Multi-Graph Embedding and Encoder-Decoder Network. - Mingqi Lv; Dajian Zeng; Ling Chen 001; Tieming Chen; Tiantian Zhu; Shouling Ji (IEEE Trans. Mob. Comput., 2022)

EspialCog: General, Efficient and Robust Mobile User Implicit Authentication in Noisy Environment. - Tiantian Zhu; Zhengqiu Weng; Qijie Song; Yuan Chen; Qiang Liu 034; Yan Chen 004; Mingqi Lv; Tieming Chen (IEEE Trans. Mob. Comput., 2022)

Information and Decision-making for Major Accident Prevention - A concept of information-based strategies for accident prevention. - Tiantian Zhu (2022)

Controllable Contrastive Generation for Multilingual Biomedical Entity Linking. - Tiantian Zhu; Yang Qin 001; Qingcai Chen; Xin Mu; Changlong Yu; Yang Xiang 003 (EMNLP, 2023)

Fine-grained biomedical knowledge negation detection via contrastive learning. - Tiantian Zhu; Yang Xiang 003; Qingcai Chen; Yang Qin 001; Baotian Hu; Wentai Zhang 003 (Knowl. Based Syst., 2023)

APTSHIELD: A Stable, Efficient and Real-Time APT Detection System for Linux Hosts. - Tiantian Zhu; Jinkai Yu; Chunlin Xiong; Wenrui Cheng; Qixuan Yuan; Jie Ying; Tieming Chen; Jiabo Zhang; Mingqi Lv; Yan Chen 004; Ting Wang 004; Yuan Fan (IEEE Trans. Dependable Secur. Comput., 2023)

EdgeCog: A Real-Time Bearing Fault Diagnosis System Based on Lightweight Edge Computing. - Lei Fu; Ke Yan; Yikun Zhang; Ruien Chen; Zepeng Ma; Fang Xu 002; Tiantian Zhu (IEEE Trans. Instrum. Meas., 2023)

A value of prediction model to estimate optimal response time to threats for accident prevention. - Tiantian Zhu; Stein Haugen; Yiliu Liu; Xue Yang (Reliab. Eng. Syst. Saf., 2023)

Efficient Communications in V2V Networks with Two-Way Lanes Based on Random Linear Network Coding. - Yiqian Zhang; Tiantian Zhu; Congduan Li (Entropy, 2023)

System-level data management for endpoint advanced persistent threat detection: Issues, challenges and trends. - Tieming Chen; Chenbin Zheng; Tiantian Zhu; Chunlin Xiong; Jie Ying; Qixuan Yuan; Wenrui Cheng; Mingqi Lv (Comput. Secur., 2023)

TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning. - Mingqi Lv; Hongzhe Gao; Xuebo Qiu; Tieming Chen; Tiantian Zhu; Jinyin Chen; Shouling Ji (CCS, 2024)

TREC: APT Tactic / Technique Recognition via Few-Shot Provenance Subgraph Learning. - Mingqi Lv; Hongzhe Gao; Xuebo Qiu; Tieming Chen; Tiantian Zhu (CoRR, 2024)

SPARSE: Semantic Tracking and Path Analysis for Attack Investigation in Real-time. - Jie Ying; Tiantian Zhu; Wenrui Cheng; Qixuan Yuan; Mingjun Ma; Chunlin Xiong; Tieming Chen; Mingqi Lv; Yan Chen 004 (CoRR, 2024)

CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports. - Wenrui Cheng; Tiantian Zhu; Tieming Chen; Qixuan Yuan; Jie Ying; Hongmei Li; Chunlin Xiong; Mingda Li; Mingqi Lv; Yan Chen 004 (CoRR, 2024)

MultiKG: Multi-Source Threat Intelligence Aggregation for High-Quality Knowledge Graph Representation of Attack Techniques. - Jian Wang 007; Tiantian Zhu; Chunlin Xiong; Yan Chen 004 (CoRR, 2024)

BioPRO: Context-Infused Prompt Learning for Biomedical Entity Linking. - Tiantian Zhu; Yang Qin 001; Ming Feng; Qingcai Chen; Baotian Hu; Yang Xiang 003 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

CTIMD: Cyber threat intelligence enhanced malware detection using API call sequences with parameters. - Tieming Chen; Huan Zeng; Mingqi Lv; Tiantian Zhu (Comput. Secur., 2024)

TrapCog: An Anti-Noise, Transferable, and Privacy-Preserving Real-Time Mobile User Authentication System With High Accuracy. - Jie Ying; Tiantian Zhu; Qiang Liu 034; Chunlin Xiong; Zhengqiu Weng; Tieming Chen; Lei Fu; Mingqi Lv; Han Wu; Ting Wang 004; Yan Chen 004 (IEEE Trans. Mob. Comput., 2024)

Intelligent botnet detection in IoT networks using parallel CNN-LSTM fusion. - Rongrong Jiang; Zhengqiu Weng; Lili Shi; Erxuan Weng; Hongmei Li; Weiqiang Wang; Tiantian Zhu; Wuzhao Li (Concurr. Comput. Pract. Exp., 2024)

MVD-HG: multigranularity smart contract vulnerability detection method based on heterogeneous graphs. - Jingjie Xu; Ting Wang 004; Mingqi Lv; Tieming Chen; Tiantian Zhu; Baiyang Ji (Cybersecur., 2024)

Defense Against Model Stealing Based on Account-Aware Distribution Discrepancy. - Jian-Ping Mei; Weibin Zhang; Jie Chen; Xuyun Zhang; Tiantian Zhu (AAAI, 2025)

Kellect: A Kernel-based efficient and lossless event log collector for windows security. - Tieming Chen; Qijie Song; Tiantian Zhu; Xuebo Qiu; Zhiling Zhu; Mingqi Lv (Comput. Secur., 2025)

PDCleaner: A multi-view collaborative data compression method for provenance graph-based APT detection systems. - Jiaobo Jin; Tiantian Zhu; Qixuan Yuan; Tieming Chen; Mingqi Lv; Chenbin Zheng; Jian-Ping Mei; Xiang Pan (Comput. Secur., 2025)

HER-PT: An intelligent penetration testing framework with Hindsight Experience Replay. - Mingda Li; Tiantian Zhu; Haoqi Yan; Tieming Chen; Mingqi Lv (Comput. Secur., 2025)

MIRDETECTOR: Applying malicious intent representation for enhanced APT anomaly detection. - Hongmei Li; Tiantian Zhu; Jie Ying; Tieming Chen; Mingqi Lv; Jian-Ping Mei; Zhengqiu Weng; Lili Shi (Comput. Secur., 2025)

LinTracer: An efficient tracking system for cyberattack chains fusing entity and event semantics. - Tiantian Zhu; Wenya He; Tieming Chen; Jiabo Zhang; Mingqi Lv; Hongmei Li; Aohan Zheng; Jie Zheng; Mingjun Ma; Xiangyang Zheng; Zhengqiu Weng; Shuying Wu (Comput. Secur., 2025)

VulnTrace: Tracking and Detecting Code Vulnerabilities with Historical Commits and Semantic Embeddings. - Qijie Song; Jiaobo Jin; Tiantian Zhu; Tieming Chen; Mingqi Lv; Licheng Pan; Jian-Ping Mei; Xiang Pan (Int. J. Softw. Eng. Knowl. Eng., 2025)

ThreatCog: An adaptive and lightweight mobile user authentication system with enhanced motion sensory signals. - Mingjun Ma; Tiantian Zhu; Jie Ying; Yu Cheng; Jiayuan Chen; Jian-Ping Mei; Xue Leng; Xiangyang Zheng; Zhengqiu Weng (J. Inf. Secur. Appl., 2025)

RT-APT: A real-time APT anomaly detection method for large-scale provenance graph. - Zhengqiu Weng; Weinuo Zhang; Tiantian Zhu; Zhenhao Dou; Haofei Sun; Zhanxiang Ye; Ye Tian (J. Netw. Comput. Appl., 2025)

Actminer: Applying causality tracking and increment aligning for graph-based threat hunting. - Mingjun Ma; Tiantian Zhu; Shuang Li; Tieming Chen; Mingqi Lv; Zhengqiu Weng; Guolang Chen (Knowl. Based Syst., 2025)

Nip in the Bud: Forecasting and Interpreting Post- Exploitation Attacks in Real-Time Through Cyber Threat Intelligence Reports. - Tiantian Zhu; Jie Ying; Tieming Chen; Chunlin Xiong; Wenrui Cheng; Qixuan Yuan; Aohan Zheng; Mingqi Lv; Yan Chen 004 (IEEE Trans. Dependable Secur. Comput., 2025)

BAN: A Boundary-Aware Network Based on KAN for Robust Hyperspectral Image Classification Against Adversarial Attacks. - Lin Zhao 011; Tiantian Zhu; Chao Zhou; Tian Luo; Wen Li; Guoyun Zhang (IEEE Trans. Geosci. Remote. Sens., 2025)

TAGAPT: Toward Automatic Generation of APT Samples With Provenance-Level Granularity. - Wenrui Cheng; Qixuan Yuan; Tiantian Zhu; Tieming Chen; Jie Ying; Aohan Zheng; Mingjun Ma; Chunlin Xiong; Mingqi Lv; Yan Chen 004 (IEEE Trans. Inf. Forensics Secur., 2025)

Dehydrator: Enhancing Provenance Graph Storage via Hierarchical Encoding and Sequence Generation. - Jie Ying; Tiantian Zhu; Tieming Chen; Mingqi Lv (IEEE Trans. Inf. Forensics Secur., 2025)

METANOIA: A Lifelong Intrusion Detection and Investigation System for Mitigating Concept Drift. - Jie Ying; Tiantian Zhu; Aohan Zheng; Tieming Chen; Mingqi Lv; Yan Chen 004 (CoRR, 2025)

ActMiner: Applying Causality Tracking and Increment Aligning for Graph-based Cyber Threat Hunting. - Mingjun Ma; Tiantian Zhu; Tieming Chen; Shuang Li; Jie Ying; Chunlin Xiong; Mingqi Lv; Yan Chen 004 (CoRR, 2025)

SoK: Knowledge is All You Need: Last Mile Delivery for Automated Provenance-based Intrusion Detection with LLMs. - Wenrui Cheng; Tiantian Zhu; Chunlin Xiong; Haofei Sun; Zijun Wang; Shunan Jing; Mingqi Lv; Yan Chen 004 (CoRR, 2025)

GANDACOG: Implicit Mobile User Authentication in Multi Environments With Scarce Data. - Tiantian Zhu; Jiayuan Chen; Mingjun Ma; Tieming Chen; Mingqi Lv; Zhengqiu Weng; Suyu Zhang (IEEE Internet Things J., 2025)