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Ding Li
ORCID
Publication Activity (10 Years)
Years Active: 2012-2024
Publications (10 Years): 44
Top Topics
Android Application
Anomaly Detection
Invited Talk
Graph Matching
Top Venues
CoRR
USENIX Security Symposium
NDSS
ISSTA
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Publications
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Xuanzhe Liu
,
Chengxu Yang
,
Ding Li
,
Yuhan Zhou
,
Shaofei Li
,
Jiali Chen
,
Zhenpeng Chen
: Practical and Efficient Control Flow Recovery through OS-level Traces.
ACM Trans. Softw. Eng. Methodol.
33 (1) (2024)
Yifeng Cai
,
Ziqi Zhang
,
Jiaping Gui
,
Bingyan Liu
,
Xiaoke Zhao
,
Ruoyu Li
,
Zhe Li
,
Ding Li
FAMOS: Robust Privacy-Preserving Authentication on Payment Apps via Federated Multi-Modal Contrastive Learning.
USENIX Security Symposium
(2024)
Jie Zhu
,
Jirong Zha
,
Ding Li
,
Leye Wang
A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability.
CoRR
(2024)
Peng Jiang
,
Jifan Xiao
,
Ding Li
,
Hongyi Yu
,
Yu Bai
,
Yao Guo
,
Xiangqun Chen
Detecting Malicious Websites From the Perspective of System Provenance Analysis.
IEEE Trans. Dependable Secur. Comput.
21 (3) (2024)
Shaofei Li
,
Ziqi Zhang
,
Haomin Jia
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
Query Provenance Analysis for Robust and Efficient Query-based Black-box Attack Defense.
CoRR
(2024)
Peng Jiang
,
Ruizhe Huang
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
,
Jianhai Luan
,
Yuxin Ren
,
Xinwei Hu
Auditing Frameworks Need Resource Isolation: A Systematic Study on the Super Producer Threat to System Auditing and Its Mitigation.
USENIX Security Symposium
(2023)
Xuanzhe Liu
,
Jinfeng Wen
,
Zhenpeng Chen
,
Ding Li
,
Junkai Chen
,
Yi Liu
,
Haoyu Wang
,
Xin Jin
: General Application-level Cold-start Latency Optimization for Function-as-a-Service in Serverless Computing.
ACM Trans. Softw. Eng. Methodol.
32 (5) (2023)
Shaokun Zhang
,
Linna Wu
,
Yuanchun Li
,
Ziqi Zhang
,
Hanwen Lei
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
ReSPlay: Improving Cross-Platform Record-and-Replay with GUI Sequence Matching.
ISSRE
(2023)
Shaokun Zhang
,
Hanwen Lei
,
Yuanpeng Wang
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
APIMind: API-driven Assessment of Runtime Description-to-permission Fidelity in Android Apps.
ISSRE
(2023)
Peng Jiang
,
Ruizhe Huang
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
,
Jianhai Luan
,
Yuxin Ren
,
Xinwei Hu
Auditing Frameworks Need Resource Isolation: A Systematic Study on the Super Producer Threat to System Auditing and Its Mitigation.
CoRR
(2023)
Feng Dong
,
Shaofei Li
,
Peng Jiang
,
Ding Li
,
Haoyu Wang
,
Liangyi Huang
,
Xusheng Xiao
,
Jiedong Chen
,
Xiapu Luo
,
Yao Guo
,
Xiangqun Chen
Are we there yet? An Industrial Viewpoint on Provenance-based Endpoint Detection and Response Tools.
CoRR
(2023)
Zhida An
,
Ding Li
,
Yao Guo
,
Guijin Gao
,
Yuxin Ren
,
Ning Jia
,
Xinwei Hu
Towards OS Heterogeneity Aware Cluster Management for HPC.
APSys
(2023)
Ziqi Zhang
,
Chen Gong
,
Yifeng Cai
,
Yuanyuan Yuan
,
Bingyan Liu
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML.
CoRR
(2023)
Ziqi Zhang
,
Yuanchun Li
,
Bingyan Liu
,
Yifeng Cai
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
FedSlice: Protecting Federated Learning Models from Malicious Participants with Model Slicing.
ICSE
(2023)
Ningyu He
,
Zhehao Zhao
,
Jikai Wang
,
Yubin Hu
,
Shengjian Guo
,
Haoyu Wang
,
Guangtai Liang
,
Ding Li
,
Xiangqun Chen
,
Yao Guo
Eunomia: Enabling User-Specified Fine-Grained Search in Symbolically Executing WebAssembly Binaries.
ISSTA
(2023)
Edward Lo
,
Ningyu He
,
Yuejie Shi
,
Jiajia Xu
,
Chiachih Wu
,
Ding Li
,
Yao Guo
Fuzzing the Latest NTFS in Linux with Papora: An Empirical Study.
SP Workshops
(2023)
Ruizhe Huang
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
,
Yuntao Liu
,
Yuxin Ren
,
Ning Jia
,
Xinwei Hu
Towards Efficient Hugepage-aware Memory Deduplication.
WORDS@SOSP
(2023)
Peng Fei
,
Zhou Li
,
Zhiying Wang
,
Xiao Yu
,
Ding Li
,
Kangkook Jee
SEAL: Storage-efficient Causality Analysis on Enterprise Logs with Query-friendly Compression.
USENIX Security Symposium
(2021)
Lei Cai
,
Zhengzhang Chen
,
Chen Luo
,
Jiaping Gui
,
Jingchao Ni
,
Ding Li
,
Haifeng Chen
Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs.
CIKM
(2021)
Xueyuan Han
,
Xiao Yu
,
Thomas F. J.-M. Pasquier
,
Ding Li
,
Junghwan Rhee
,
James W. Mickens
,
Margo I. Seltzer
,
Haifeng Chen
SIGL: Securing Software Installations Through Deep Graph Learning.
USENIX Security Symposium
(2021)
Wajih Ul Hassan
,
Ding Li
,
Kangkook Jee
,
Xiao Yu
,
Kexuan Zou
,
Dawei Wang
,
Zhengzhang Chen
,
Zhichun Li
,
Junghwan Rhee
,
Jiaping Gui
,
Adam Bates
This is Why We Can't Cache Nice Things: Lightning-Fast Threat Hunting using Suspicion-Based Hierarchical Storage.
ACSAC
(2020)
Qi Wang
,
Wajih Ul Hassan
,
Ding Li
,
Kangkook Jee
,
Xiao Yu
,
Kexuan Zou
,
Junghwan Rhee
,
Zhengzhang Chen
,
Wei Cheng
,
Carl A. Gunter
,
Haifeng Chen
You Are What You Do: Hunting Stealthy Malware via Data Provenance Analysis.
NDSS
(2020)
Jiaping Gui
,
Ding Li
,
Zhengzhang Chen
,
Junghwan Rhee
,
Xusheng Xiao
,
Mu Zhang
,
Kangkook Jee
,
Zhichun Li
,
Haifeng Chen
APTrace: A Responsive System for Agile Enterprise Level Causality Analysis.
ICDE
(2020)
Lei Cai
,
Zhengzhang Chen
,
Chen Luo
,
Jiaping Gui
,
Jingchao Ni
,
Ding Li
,
Haifeng Chen
Structural Temporal Graph Neural Networks for Anomaly Detection in Dynamic Graphs.
CoRR
(2020)
Peng Gao
,
Xusheng Xiao
,
Ding Li
,
Kangkook Jee
,
Haifeng Chen
,
Sanjeev R. Kulkarni
,
Prateek Mittal
Querying Streaming System Monitoring Data for Enterprise System Anomaly Detection.
ICDE
(2020)
Xuchao Zhang
,
Wei Cheng
,
Bo Zong
,
Yuncong Chen
,
Jianwu Xu
,
Ding Li
,
Haifeng Chen
Temporal Context-Aware Representation Learning for Question Routing.
WSDM
(2020)
Xueyuan Han
,
Xiao Yu
,
Thomas F. J.-M. Pasquier
,
Ding Li
,
Junghwan Rhee
,
James Mickens
,
Margo I. Seltzer
,
Haifeng Chen
SIGL: Securing Software Installations Through Deep Graph Learning.
CoRR
(2020)
Shen Wang
,
Zhengzhang Chen
,
Xiao Yu
,
Ding Li
,
Jingchao Ni
,
Lu-An Tang
,
Jiaping Gui
,
Zhichun Li
,
Haifeng Chen
,
Philip S. Yu
Heterogeneous Graph Matching Networks for Unknown Malware Detection.
IJCAI
(2019)
Wajih Ul Hassan
,
Shengjian Guo
,
Ding Li
,
Zhengzhang Chen
,
Kangkook Jee
,
Zhichun Li
,
Adam Bates
NoDoze: Combatting Threat Alert Fatigue with Automated Provenance Triage.
NDSS
(2019)
Peng Gao
,
Xusheng Xiao
,
Ding Li
,
Zhichun Li
,
Kangkook Jee
,
Zhenyu Wu
,
Chung Hwan Kim
,
Sanjeev R. Kulkarni
,
Prateek Mittal
A Stream-based Query System for Efficiently Detecting Abnormal System Behaviors for Enterprise Security.
CoRR
(2019)
Jiaping Gui
,
Xusheng Xiao
,
Ding Li
,
Chung Hwan Kim
,
Haifeng Chen
Progressive processing of system-behavioral query.
ACSAC
(2019)
Shen Wang
,
Zhengzhang Chen
,
Ding Li
,
Zhichun Li
,
Lu-An Tang
,
Jingchao Ni
,
Junghwan Rhee
,
Haifeng Chen
,
Philip S. Yu
Attentional Heterogeneous Graph Neural Network: Application to Program Reidentification.
SDM
(2019)
Shen Wang
,
Zhengzhang Chen
,
Xiao Yu
,
Ding Li
,
Jingchao Ni
,
Lu-An Tang
,
Jiaping Gui
,
Zhichun Li
,
Haifeng Chen
,
Philip S. Yu
Heterogeneous Graph Matching Networks.
CoRR
(2019)
Suphannee Sivakorn
,
Kangkook Jee
,
Yixin Sun
,
Lauri Korts-Pärn
,
Zhichun Li
,
Cristian Lumezanu
,
Zhenyu Wu
,
Lu-An Tang
,
Ding Li
Countering Malicious Processes with Process-DNS Association.
NDSS
(2019)
Peng Gao
,
Xusheng Xiao
,
Ding Li
,
Zhichun Li
,
Kangkook Jee
,
Zhenyu Wu
,
Chung Hwan Kim
,
Sanjeev R. Kulkarni
,
Prateek Mittal
SAQL: A Stream-based Query System for Real-Time Abnormal System Behavior Detection.
CoRR
(2018)
Shen Wang
,
Zhengzhang Chen
,
Ding Li
,
Lu-An Tang
,
Jingchao Ni
,
Zhichun Li
,
Junghwan Rhee
,
Haifeng Chen
,
Philip S. Yu
Deep Program Reidentification: A Graph Neural Network Solution.
CoRR
(2018)
Peng Gao
,
Xusheng Xiao
,
Ding Li
,
Zhichun Li
,
Kangkook Jee
,
Zhenyu Wu
,
Chung Hwan Kim
,
Sanjeev R. Kulkarni
,
Prateek Mittal
SAQL: A Stream-based Query System for Real-Time Abnormal System Behavior Detection.
USENIX Security Symposium
(2018)
Yushan Liu
,
Mu Zhang
,
Ding Li
,
Kangkook Jee
,
Zhichun Li
,
Zhenyu Wu
,
Junghwan Rhee
,
Prateek Mittal
Towards a Timely Causality Analysis for Enterprise Security.
NDSS
(2018)
Yingjun Lyu
,
Ding Li
,
William G. J. Halfond
Remove RATs from your code: automated optimization of resource inefficient database writes for mobile applications.
ISSTA
(2018)
Yutao Tang
,
Ding Li
,
Zhichun Li
,
Mu Zhang
,
Kangkook Jee
,
Xusheng Xiao
,
Zhenyu Wu
,
Junghwan Rhee
,
Fengyuan Xu
,
Qun Li
NodeMerge: Template Based Efficient Data Reduction For Big-Data Causality Analysis.
CCS
(2018)
Ding Li
,
Dongjin Song
Detecting Low Rating Android Apps Before They Have Reached the Market.
CoRR
(2017)
Mian Wan
,
Yuchen Jin
,
Ding Li
,
Jiaping Gui
,
Sonal Mahajan
,
William G. J. Halfond
Detecting display energy hotspots in Android apps.
Softw. Test. Verification Reliab.
27 (6) (2017)
Jiaping Gui
,
Ding Li
,
Mian Wan
,
William G. J. Halfond
Lightweight measurement and estimation of mobile ad energy consumption.
GREENS@ICSE
(2016)
Ding Li
,
Yingjun Lyu
,
Jiaping Gui
,
William G. J. Halfond
Automated energy optimization of HTTP requests for mobile applications.
ICSE
(2016)
Ding Li
,
James Mickens
,
Suman Nath
,
Lenin Ravindranath
Domino: understanding wide-area, asynchronous event causality in web applications.
SoCC
(2015)
Ding Li
,
Angelica Huyen Tran
,
William G. J. Halfond
Optimizing display energy consumption for hybrid Android apps (invited talk).
DeMobile@SIGSOFT FSE
(2015)
Mian Wan
,
Yuchen Jin
,
Ding Li
,
William G. J. Halfond
Detecting Display Energy Hotspots in Android Apps.
ICST
(2015)
Ding Li
,
William G. J. Halfond
Optimizing energy of HTTP requests in Android applications.
DeMobile@SIGSOFT FSE
(2015)
Ding Li
,
Angelica Huyen Tran
,
William G. J. Halfond
Nyx: a display energy optimizer for mobile web apps.
ESEC/SIGSOFT FSE
(2015)
Ding Li
,
Yingjun Lyu
,
Mian Wan
,
William G. J. Halfond
String analysis for Java and Android applications.
ESEC/SIGSOFT FSE
(2015)
Ding Li
,
William G. J. Halfond
An investigation into energy-saving programming practices for Android smartphone app development.
GREENS
(2014)
Ding Li
,
Shuai Hao
,
Jiaping Gui
,
William G. J. Halfond
An Empirical Study of the Energy Consumption of Android Applications.
ICSME
(2014)
Ding Li
,
Yuchen Jin
,
Cagri Sahin
,
James Clause
,
William G. J. Halfond
Integrated energy-directed test suite optimization.
ISSTA
(2014)
Ding Li
,
Angelica Huyen Tran
,
William G. J. Halfond
Making web applications more energy efficient for OLED smartphones.
ICSE
(2014)
Shuai Hao
,
Ding Li
,
William G. J. Halfond
,
Ramesh Govindan
Estimating mobile application energy consumption using program analysis.
ICSE
(2013)
Ding Li
,
Cagri Sahin
,
James Clause
,
William G. J. Halfond
Energy-directed test suite optimization.
GREENS
(2013)
Shuai Hao
,
Ding Li
,
William G. J. Halfond
,
Ramesh Govindan
SIF: a selective instrumentation framework for mobile applications.
MobiSys
(2013)
Ding Li
,
Shuai Hao
,
William G. J. Halfond
,
Ramesh Govindan
Calculating source line level energy information for Android applications.
ISSTA
(2013)
Shuai Hao
,
Ding Li
,
William G. J. Halfond
,
Ramesh Govindan
Estimating Android applications' CPU energy usage via bytecode profiling.
GREENS
(2012)