| 2025 | COLING | KIA: Knowledge-Guided Implicit Vision-Language Alignment for Chest X-Ray Report Generation. | Heng Yin, Shanlin Zhou, Pandong Wang, Zirui Wu, Yongtao Hao |
| 2025 | CVPR | ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models. | Heng Yin, Yuqiang Ren, Ke Yan, Shouhong Ding, Yongtao Hao |
| 2025 | ICASSP | BDCKD: Unlocking the Power of Brownian Distance Covariance in Knowledge Distillation. | Guoming Lu, Heng Yin, Zhiyong Shu, Jielei Wang, Guangchun Luo |
| 2025 | RAID | On the Effectiveness of Custom Transformers for Binary Analysis. | Xuezixiang Li, Lian Gao, Sheng Yu, Yu Qu, Heng Yin |
| 2024 | DSN | On the Correctness of Metadata-Based SBOM Generation: A Differential Analysis Approach. | Sheng Yu, Wei Song, Xunchao Hu, Heng Yin |
| 2024 | ICSE | Marco: A Stochastic Asynchronous Concolic Explorer. | Jie Hu, Yue Duan, Heng Yin |
| 2024 | ISSTA | Calico: Automated Knowledge Calibration and Diagnosis for Elevating AI Mastery in Code Tasks. | Yuxin Qiu, Jie Hu, Qian Zhang, Heng Yin |
| 2024 | NDSS | SigmaDiff: Semantics-Aware Deep Graph Matching for Pseudocode Diffing. | Lian Gao, Yu Qu, Sheng Yu, Yue Duan, Heng Yin |
| 2023 | ICSE | R-Fuzz at SBFT'2023. | Ju Chen, Chengyu Song, Heng Yin |
| 2022 | ACSAC | Alphuzz: Monte Carlo Search on Seed-Mutation Tree for Coverage-Guided Fuzzing. | Yiru Zhao, Xiaoke Wang, Lei Zhao, Yueqiang Cheng, Heng Yin |
| 2022 | AsiaCCS | MAB-Malware: A Reinforcement Learning Framework for Blackbox Generation of Adversarial Malware. | Wei Song, Xuezixiang Li, Sadia Afroz, Deepali Garg, Dmitry Kuznetsov, Heng Yin |
| 2022 | ICIP | Neural Network Fragile watermarking With No Model Performance Degradation. | Zhaoxia Yin, Heng Yin, Xinpeng Zhang |
| 2022 | NDSS | LogicMEM: Automatic Profile Generation for Binary-Only Memory Forensics via Logic Inference. | Zhenxiao Qi, Yu Qu, Heng Yin |
| 2022 | SP | JIGSAW: Efficient and Scalable Path Constraints Fuzzing. | Ju Chen, Jinghan Wang, Chengyu Song, Heng Yin |
| 2021 | CCS | PalmTree: Learning an Assembly Language Model for Instruction Embedding. | Xuezixiang Li, Yu Qu, Heng Yin |
| 2021 | NDSS | SpecTaint: Speculative Taint Analysis for Discovering Spectre Gadgets. | Zhenxiao Qi, Qian Feng, Yueqiang Cheng, Mengjia Yan, Peng Li, Heng Yin, Tao Wei |
| 2021 | NDSS | Reinforcement Learning-based Hierarchical Seed Scheduling for Greybox Fuzzing. | Jinghan Wang, Chengyu Song, Heng Yin |
| 2020 | ASPLOS | Klotski: Efficient Obfuscated Execution against Controlled-Channel Attacks. | Pan Zhang, Chengyu Song, Heng Yin, Deqing Zou, Elaine Shi, Hai Jin |
| 2020 | CCS | PatchScope: Memory Object Centric Patch Diffing. | Lei Zhao, Yuncong Zhu, Jiang Ming, Yichen Zhang, Haotian Zhang, Heng Yin |
| 2020 | DSN | Chaser: An Enhanced Fault Injection Tool for Tracing Soft Errors in MPI Applications. | Qiang Guan, Xunchao Hu, Terence Grove, Bo Fang, Hailong Jiang, Heng Yin, Nathan DeBardeleben |
| 2020 | NDSS | DeepBinDiff: Learning Program-Wide Code Representations for Binary Diffing. | Yue Duan, Xuezixiang Li, Jinghan Wang, Heng Yin |
| 2020 | SACMAT | Parallel Space Traveling: A Security Analysis of App-Level Virtualization in Android. | Deshun Dai, Ruixuan Li, Junwei Tang, Ali Davanian, Heng Yin |
| 2020 | SecureComm | AOMDroid: Detecting Obfuscation Variants of Android Malware Using Transfer Learning. | Yu Jiang, Ruixuan Li, Junwei Tang, Ali Davanian, Heng Yin |
| 2019 | NDSS | Send Hardest Problems My Way: Probabilistic Path Prioritization for Hybrid Fuzzing. | Lei Zhao, Yue Duan, Heng Yin, Jifeng Xuan |
| 2019 | RAID | DECAF++: Elastic Whole-System Dynamic Taint Analysis. | Ali Davanian, Zhenxiao Qi, Yu Qu, Heng Yin |
| 2019 | RAID | Automatic Generation of Non-intrusive Updates for Third-Party Libraries in Android Applications. | Yue Duan, Lian Gao, Jie Hu, Heng Yin |
| 2019 | RAID | Be Sensitive and Collaborative: Analyzing Impact of Coverage Metrics in Greybox Fuzzing. | Jinghan Wang, Yue Duan, Wei Song, Heng Yin, Chengyu Song |
| 2019 | SecureComm | ChaffyScript: Vulnerability-Agnostic Defense of JavaScript Exploits via Memory Perturbation. | Xunchao Hu, Brian Testa, Heng Yin |
| 2018 | CCS | DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis. | Wei Song, Heng Yin, Chang Liu, Dawn Song |
| 2018 | NDSS | Things You May Not Know About Android (Un)Packers: A Systematic Study based on Whole-System Emulation. | Yue Duan, Mu Zhang, Abhishek Vasisht Bhaskar, Heng Yin, Xiaorui Pan, Tongxin Li, Xueqiang Wang, XiaoFeng Wang |
| 2018 | NDSS | Measuring and Disrupting Anti-Adblockers Using Differential Execution Analysis. | Shitong Zhu, Xunchao Hu, Zhiyun Qian, Zubair Shafiq, Heng Yin |
| 2018 | PAM | RARE: A Systematic Augmented Router Emulation for Malware Analysis. | Ahmad Darki, Chun-Yu Chuang, Michalis Faloutsos, Zhiyun Qian, Heng Yin |
| 2017 | CCS | Extracting Conditional Formulas for Cross-Platform Bug Search. | Qian Feng, Minghua Wang, Mu Zhang, Rundong Zhou, Andrew Henderson, Heng Yin |
| 2017 | CCS | Capturing Malware Propagations with Code Injections and Code-Reuse Attacks. | David Korczynski, Heng Yin |
| 2017 | CCS | Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection. | Xiaojun Xu, Chang Liu, Qian Feng, Heng Yin, Le Song, Dawn Song |
| 2017 | NDSS | Dark Hazard: Learning-based, Large-Scale Discovery of Hidden Sensitive Operations in Android Apps. | Xiaorui Pan, Xueqiang Wang, Yue Duan, XiaoFeng Wang, Heng Yin |
| 2017 | RAID | VDF: Targeted Evolutionary Fuzz Testing of Virtual Devices. | Andrew Henderson, Heng Yin, Guang Jin, Hao Han, Hongmei Deng |
| 2017 | SEKE | A Framework for Developing Cyber Physical Systems. | Xudong He, Zhijiang Dong, Heng Yin, Yujian Fu |
| 2017 | SecureComm | JSForce: A Forced Execution Engine for Malicious JavaScript Detection. | Xunchao Hu, Yao Cheng, Yue Duan, Andrew Henderson, Heng Yin |
| 2016 | CCS | ORIGEN: Automatic Extraction of Offset-Revealing Instructions for Cross-Version Memory Analysis. | Qian Feng, Aravind Prakash, Minghua Wang, Curtis Carmony, Heng Yin |
| 2016 | CCS | Scalable Graph-based Bug Search for Firmware Images. | Qian Feng, Rundong Zhou, Chengcheng Xu, Yao Cheng, Brian Testa, Heng Yin |
| 2016 | ICNC | Hypemasality detection in cleft palate speech based on natural computation. | Yin Liu, Xiyue Wang, Yipeng Hang, Ling He, Heng Yin, Chuxian Liu |
| 2016 | NDSS | Extract Me If You Can: Abusing PDF Parsers in Malware Detectors. | Curtis Carmony, Xunchao Hu, Heng Yin, Abhishek Vasisht Bhaskar, Mu Zhang |
| 2016 | RAID | Semantics-Preserving Dissection of JavaScript Exploits via Dynamic JS-Binary Analysis. | Xunchao Hu, Aravind Prakash, Jinghan Wang, Rundong Zhou, Yao Cheng, Heng Yin |
| 2015 | ACSAC | Defeating ROP Through Denial of Stack Pivot. | Aravind Prakash, Heng Yin |
| 2015 | ACSAC | Binary Code Continent: Finer-Grained Control Flow Integrity for Stripped Binaries. | Minghua Wang, Heng Yin, Abhishek Vasisht Bhaskar, Purui Su, Dengguo Feng |
| 2015 | CCS | Towards Automatic Generation of Security-Centric Descriptions for Android Apps. | Mu Zhang, Yue Duan, Qian Feng, Heng Yin |
| 2015 | ISKE | Game Theory with Probabilistic Prediction for Conflict Resolution in Air Traffic Management. | Kaijun Xu, Heng Yin, Long Zhang, Yang Xu |
| 2015 | ISKE | Flight Operation Quality Assessment Model Based on the Fuzzy Logic Theory. | Long Zhang, Kaijun Xu, Heng Yin, Yang Xu |
| 2015 | NDSS | vfGuard: Strict Protection for Virtual Function Calls in COTS C++ Binaries. | Aravind Prakash, Xunchao Hu, Heng Yin |
| 2014 | ACSAC | MACE: high-coverage and robust memory analysis for commodity operating systems. | Qian Feng, Aravind Prakash, Heng Yin, Zhiqiang Lin |
| 2014 | CCS | Code Injection Attacks on HTML5-based Mobile Apps: Characterization, Detection and Mitigation. | Xing Jin, Xunchao Hu, Kailiang Ying, Wenliang Du, Heng Yin, Gautam Nagesh Peri |
| 2014 | CCS | Semantics-Aware Android Malware Classification Using Weighted Contextual API Dependency Graphs. | Mu Zhang, Yue Duan, Heng Yin, Zhiruo Zhao |
| 2014 | CCS | Efficient, context-aware privacy leakage confinement for android applications without firmware modding. | Mu Zhang, Heng Yin |
| 2014 | ISSTA | Make it work, make it right, make it fast: building a platform-neutral whole-system dynamic binary analysis platform. | Andrew Henderson, Aravind Prakash, Lok-Kwong Yan, Xunchao Hu, Xujiewen Wang, Rundong Zhou, Heng Yin |
| 2014 | NDSS | AppSealer: Automatic Generation of Vulnerability-Specific Patches for Preventing Component Hijacking Attacks in Android Applications. | Mu Zhang, Heng Yin |
| 2013 | CCS | Enforcing system-wide control flow integrity for exploit detection and diagnosis. | Aravind Prakash, Heng Yin, Zhenkai Liang |
| 2013 | DSN | Manipulating semantic values in kernel data structures: Attack assessments and implications. | Aravind Prakash, Eknath Venkataramani, Heng Yin, Zhiqiang Lin |
| 2013 | ICECCS | A Software Environment for Confining Malicious Android Applications via Resource Virtualization. | Xiaolei Li, Guangdong Bai, Zhenkai Liang, Heng Yin |
| 2013 | NDSS | TransBlocker: Transforming and Taming Privacy-Breaching Android Applications. | Mu Zhang, Heng Yin |
| 2013 | SecureComm | DroidAPIMiner: Mining API-Level Features for Robust Malware Detection in Android. | Yousra Aafer, Wenliang Du, Heng Yin |
| 2012 | CLOUD | OS-Sommelier: memory-only operating system fingerprinting in the cloud. | Yufei Gu, Yangchun Fu, Aravind Prakash, Zhiqiang Lin, Heng Yin |
| 2012 | NDSS | Hubble: Transparent and Extensible Malware Analysis by Combining Hardware Virtualization and Software Emulation. | Lok-Kwong Yan, Manjukumar Jayachandra, Mu Zhang, Heng Yin |
| 2012 | NDSS | Identifying and Analyzing Pointer Misuses for Sophisticated Memory-corruption Exploit Diagnosis. | Mingwei Zhang, Aravind Prakash, Xiaolei Li, Zhenkai Liang, Heng Yin |
| 2012 | VEE | V2E: combining hardware virtualization and softwareemulation for transparent and extensible malware analysis. | Lok-Kwong Yan, Manjukumar Jayachandra, Mu Zhang, Heng Yin |
| 2011 | ACSAC | Attacks on WebView in the Android system. | Tongbo Luo, Hao Hao, Wenliang Du, Yifei Wang, Heng Yin |
| 2010 | DIMVA | HookScout: Proactive Binary-Centric Hook Detection. | Heng Yin, Pongsin Poosankam, Steve Hanna, Dawn Xiaodong Song |
| 2009 | CCS | Emulating emulation-resistant malware. | Min Gyung Kang, Heng Yin, Steve Hanna, Stephen McCamant, Dawn Song |
| 2008 | ICISS | BitBlaze: A New Approach to Computer Security via Binary Analysis. | Dawn Xiaodong Song, David Brumley, Heng Yin, Juan Caballero, Ivan Jager, Min Gyung Kang, Zhenkai Liang, James Newsome, Pongsin Poosankam, Prateek Saxena |
| 2008 | NDSS | HookFinder: Identifying and Understanding Malware Hooking Behaviors. | Heng Yin, Zhenkai Liang, Dawn Song |
| 2007 | CCS | Polyglot: automatic extraction of protocol message format using dynamic binary analysis. | Juan Caballero, Heng Yin, Zhenkai Liang, Dawn Xiaodong Song |
| 2007 | CCS | Panorama: capturing system-wide information flow for malware detection and analysis. | Heng Yin, Dawn Xiaodong Song, Manuel Egele, Christopher Kruegel, Engin Kirda |
| 2007 | IWQoS | Securing BGP through Keychain-based Signatures. | Heng Yin, Bo Sheng, Haining Wang, Jianping Pan |
| 2007 | USENIX | Dynamic Spyware Analysis. | Manuel Egele, Christopher Kruegel, Engin Kirda, Heng Yin, Dawn Xiaodong Song |
| 2006 | CCS | An effective defense against email spam laundering. | Mengjun Xie, Heng Yin, Haining Wang |