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24		<title>Li Li's Homepage - Beihang University</title>
25	</head>
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27	<body>
28		<nav>
29    		<ul>
30        		<li><a href="index.html"><font size="4">Home</font></a></li>
31	  		<li><a href="publications.html"><font size="4">Publications</font></a></li>
32      		<li><a href="team.html"><font size="4">Team</font></a></li>
33      		<li><a href="services.html"><font size="4">Services</font></a></li>
34      		<li><a href="awards.html"><font size="4">Awards</font></a></li>
35      		<li><a href="artefacts.html"><font size="4">Artefacts</font></a></li>
36			<li><a href="ohse.html"><font size="4">OpenHarmony SE</font></a></li>
37    		</ul>
38		</nav>
39
40		<div>
41
42			 <table>
43			 	<td width="60%">
44			 		<img class="imageleft" alt="Li Li" title="Li Li" src="images/lili.png" align=left height="192" width="132"/>
45			  		
46			  		<font size="6">Li Li</font> <br/>
47			  		
48			  		<font size="4">
49			  		Professor of Software Engineering <br/>
50			 		School of Software <br />
51			 		Beihang University, China </br> </br>
52			 		</font>
53			 		
54					
55					Email: [email protected] <br />
56					
57
58			  		You can also access my
59			  			<a href="http://dblp.uni-trier.de/pers/hd/l/Li_0029:Li">DBLP</a>, 
60			  			<a href="https://scholar.google.com/citations?user=zuUsFkgAAAAJ">Google Scholar Citations</a> <br />
61						<a href="https://github.com/lilicoding">Github</a>, 
62						<a href="https://www.researchgate.net/profile/Li_Li294">Research Gate</a>,
63						<a href="https://cn.linkedin.com/in/lilicoding">LinkedIn</a>
64					
65			 	</td>
66			 
67			 
68			 	<td width="40%" height="192" style="vertical-align: text-top" bgcolor="#F8F9F9">
69			 		<font = size="4">
70			 		<b>Prospective Students:</b>
71			 		</font>	
72			 		<br /> <br />
73			 		<font size="3">
74					I'm actively recruiting (self-motivated and active) PhD students.
75					
76					Please contact me if you are a <b>self-motivated</b> 
77					PhD student (or graduate student interested in our PhD program) with 
78					<b>strong programming skills</b> and <b>strong interests</b> in software analysis, security and machine learning as well as deep learning.
79			  		</font><br />
80					More information can be found <a href="phd.html">here</a>.
81			  		
82			  		<br />
83			  		<br />
84			  		
85			  		<font size="3">
86			  		Please submit your high-quality work to
87					<a href="https://conf.researchr.org/home/icse-2023">ICSE 2023</a>
88					<a href="https://conf.researchr.org/home/fse-2023">ESEC/FSE 2023</a>
89					<a href="https://saner2023.must.edu.mo/">SANER 2023</a>
90					<a href="https://conf.researchr.org/home/mobilesoft-2022">MobileSoft 2023</a>
91					<a href="https://conf.researchr.org/home/ast-2023">AST 2023</a>
92			  		</font>
93			 	</td>
94			 </table>
95		
96			<table><td><p>
97			  Li is a Professor of Software Engineering at Beihang University. He was an ARC DECRA Fellow and Senior Lecturer at Monash University, where he leads the <a href="https://smat-lab.github.io/">SMart software Analysis and Trustworthy computing (SMAT) research lab</a> at the Department of Software Systems and Cybersecurity.
98			  He joined <a href="https://www.monash.edu">Monash University</a> as a Lecturer on February 2018. 
99			  Prior to that, he was a research associate in Software Engineering at the 
100			  <a href="https://wwwen.uni.lu">University of Luxembourg (UL)</a> where he also obtained his Phd degree in November 2016 under the supervision of 
101			  <a href="http://wwwen.uni.lu/snt/people/yves_le_traon">Prof. Yves Le Traon (IEEE Fellow)</a> and
102			  <a href="https://sites.google.com/site/jacqueskleinwebpage/">Dr. Jacques Klein</a>. 
103
104			  <br /> <br />
105			  His research interests (listed below) mainly lie in the field of Mobile Software Engineering (i.e., Mobile Security and quality assurance) and Intelligent Software Engineering (SE4AI, AI4SE), under which 
106			  he is broadly interested in applying static code analysis, dynamic program testing, machine/deep learning techniques to strengthen the security and reliability of software systems.
107			  Li's research has been published in top-tier conferences and journals including ICSE, ESEC/FSE, ASE, ISSTA, POPL, PLDI, TheWebConf, ACL, TOSEM, TSE, TDSC, TIFS.
108			  He is recognised as a Rising SE Research Star and one of the Top-5 Most Impactful Early Career SE Researchers in the world (<a href="https://www.sciencedirect.com/science/article/abs/pii/S0164121221001266">2020</a>, <a href="https://www.sciencedirect.com/science/article/abs/pii/S0164121218302334">2017</a>).
109			  His research publications have received 5 best/distinguished paper awards, including ACM SIGPLAN Distinguished Paper Award at PLDI 2021 (CORE A*), Best Student Paper Award at TheWebConf 2020 (CORE A*), ACM SIGSOFT Distinguished Paper Award at ASE 2018 (CORE A*), Free and Open-Source Software (FOSS) Impact Paper Award at MSR 2018 (CORE A), and Best Paper Award at the ERA track of SANER 2016 (CORE A).
110
111			  <br /><br />
112			  Recent Research Interests:
113			  <ul>
114				<li>Intelligent Software Engineering: LLM Testing, Prompt Engineering, AI Chain</li>
115				<li>Trustworthy AI: Data Security, Data Watermarking, Deployment Security</li>
116				<li>
116Software Security: Mobile Security, Software Supply Chain Security</li>
117				<li>Program Analysis: Static Analysis (Java@Soot, Python@Scalpel, Javascript), Dynamic Testing</li>
118			  </ul>
119	
120			  
121			  
122
123			</p></td></table>
124		
125
126				<table width="100%">
127				<tr>
128					<td width="75%" valign="top">
129					
130						<!-- 
131					
132						<h2>News</h2>
133						
134						<p>
135							[2019-08] Our paper entitled "CDA: Characterising Deprecated Android APIs" was accepted to the Empirical Software Engineering journal <br />
136							[2019-07] I am invited to serve as co-Chair of the Early Research Achievements Track at SANER 2020. <br />
137							[2019-06] Our papers entitled "Do Energy-oriented Changes Hinder Maintainability?" was accepted to ICSME 2019 <br />
138							[2019-05] Two papers entitled "Mining Android Crash Fixes in the Absence of Issue- and Change-Tracking Systems" and "A Large-Scale Study of Application Incompatibilities in Android" were accepted to ISSTA 2019 <br />
139							[2019-03] Our paper entitled "Dating with Scambots: Understanding the Ecosystem of Fraudulent Dating Applications" was accepted to TDSC <br />
140							[2019-02] Our paper entitled "Negative Results on Mining Crypto-API Usage Rules in Android Apps" was accepted to MSR 2019 <br />
141							[2019-01] Our paper entitled "Rebooting Research on Detecting Repackaged Android Apps: Literature Review and Benchmark" was accepted to TSE <br />
142							[2018-12] Our paper entitled "Want to Earn a Few Extra Bucks? A First Look at Money-making Apps" was accepted to SANER 2019 <br />
143							[2018-09] Our paper entitled "DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems" won the ACM SIGSOFT Distinguished Paper Award <br /> 
144							[2018-08] Our paper entitled "Automated Testing of Android Apps: A Systematic Literature Review" was accepted to IEEE Transactions on Reliability <br /> 
145							[2018-07] Our paper entitled "Beyond Google Play: A Large-Scale Comparative Study of Chinese Android App Markets" was accepted to IMC 2018 <br />
146							[2018-07] Two papers entitled "MoonlightBox: Mining Android API Histories for Uncovering Release-time Inconsistencies" and "DeepMutation: Mutation Testing of Deep Learning Systems" were accepted to ISSRE 2018 <br />
147							[2018-07] Our paper entitled "DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems" was accepted to ASE 2018 <br />
148						    [2018-06] Our paper entitled "FraudDroid: Automated Ad Fraud Detection for Android Apps" was accepted to ESEC/FSE 2018 <br />
149							[2018-06] Our paper entitled "A Closer Look at Real-World Patches" was accepted to ICSME 2018 <br /> 
150							[2018-05] Our paper entitled "Characterising Deprecated Android APIs" won the FOSS Impact Paper Award at MSR 2018 <br />
151							[2018-05] Our paper entitled "CiD: Automating the Detection of API-related Compatibility Issues in Android Apps" was accepted to ISSTA 2018 <br />
152							[2018-03] Our workshop proposal on Advances in Mobile App Analysis (A-Mobile 2018) was accepted to co-located with ASE 2018. </br >
153							[2018-03] Two papers entitled "Characterising Deprecated Android APIs" and "Why are Android Apps Removed From Google Play? A Large-scale Empirical Study" accepted to MSR 2018 <br />
154							[2018-02] I was invited to be a PC member for the Research Track of ICSME 2018, the best conference for Software Maintenance and Evolution <br />
155							[2018-02] I joined the Faculty of Information Technology, Monash University, Australia as a Lecturer <br/>
156						</p>
157					
158					 -->	
159
160					<h2>Work in Progress</h2>
161					
162						Li Li, Jiawei Wang, Haowei Quan, Scalpel: The Python Static Analysis Framework, arXiv preprint arXiv:2202.11840, 2022
163						&nbsp;<a href="https://arxiv.org/pdf/2202.11840.pdf">[pdf]</a>
164				        &nbsp;<a href="bibs/li2022scalpel.html">[bib]</a>
165						&nbsp;<a href="https://github.com/SMAT-Lab/Scalpel">[Source Code]</a>
166					
167					<!--
168						<h2>  </h2>
169					
170				   		Pei Liu, Yanjie Zhao, Haipeng Cai, Mattia Fazzini, John Grundy, Li Li, Automatically Detecting API-induced Compatibility Issues in Android Apps: A Reproducibility Study, Monash Technical Report, 2021
171				        &nbsp;<a href="papers/liu2021automatically.pdf">[pdf]</a>
172				        &nbsp;<a href="bibs/liu2021automatically.html">[bib]</a>
173					-->
174						<h2>  </h2>
175					
176				   		Li Li, Jun Gao, Médéric Hurier, Pingfan Kong, Tegawendé F Bissyandé, Alexandre Bartel, Jacques Klein, Yves Le Traon, AndroZoo++: Collecting Millions of Android Apps and Their Metadata for the Research Community, arXiv preprint arXiv:1709.05281, 2017
177				        &nbsp;<a href="papers/li2017androzoo++.pdf">[pdf]</a>
178				        &nbsp;<a href="bibs/li2017androzoo++.html">[bib]</a>
179				        
180
181				<h2>Selected Publications</h2> 
182				See this <a href="publications.html">Full List</a> page. <br />
183				
184				
185				<table cellspacing="10">
186					<!--
187					<tr>
188						<td><b>XXX</b></td>
189						<td>
190							
191						</td>
192					</tr>
193					-->
194					
195					<tr>
196						<td><b>ISSTA</b></td>
197						<td>
198							Pei Liu, Yanjie Zhao, Haipeng Cai, Mattia Fazzini, John Grundy, and <b>
198Li Li</b>, Automatically Detecting API-induced Compatibility Issues in Android Apps: A Comparative Analysis (Replicability Study), The ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2022), 2022
199          					&nbsp;<a href="papers/liu2022automatically.pdf">[pdf]</a>
200          					&nbsp;<a href="bibs/liu2022automatically.html">[bib]</a>
201						</td>
202					</tr>
203					
204					<tr>
205						<td><b>ACL</b></td>
206						<td>
207					
208							Juncai Guo, Jin Liu, Yao Wan, <b>Li Li</b>, Pingyi Zhou, Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization, The 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022), 2022
209          					&nbsp;<a href="papers/guo2022modeling.pdf">[pdf]</a>
210          					&nbsp;<a href="bibs/guo2022modeling.html">[bib]</a>
211					
212						</td>
213					</tr>
214					
215					<tr>
216						<td><b>WWW</b></td>
217						<td>
218							Zhensu Sun, Xiaoning Du, Fu Song, Mingze Ni and <b>Li Li</b>, CoProtector: Protect Open-Source Code against Unauthorized Training Usage with Data Poisoning, The ACM Web Conference (WWW 2022), 2022
219          					&nbsp;<a href="papers/sun2022coprotector.pdf">[pdf]</a>
220          					&nbsp;<a href="bibs/sun2022coprotector.html">[bib]</a>
221						</td>
222					</tr>
223					
224					<tr>
225						<td><b>WWW</b></td>
226						<td>
227							Guosheng Xu, Siyi Li, Hao Zhou, Shucen Liu, Yutian Tang, <b>Li Li</b>, Xiapu Luo, Xusheng Xiao, Guoai Xu and Haoyu Wang, Lie to Me: Abusing the Mobile Content Sharing Service for Fun and Profit, The ACM Web Conference (WWW 2022), 2022
228          					&nbsp;<a href="papers/xu2022lie.pdf">[pdf]</a>
229          					&nbsp;<a href="bibs/xu2022lie.html">[bib]</a>
230						</td>
231					</tr>
232					
233					<tr>
234						<td><b>ICSE</b></td>
235						<td>
236							Yanjie Zhao, <b>Li Li</b>, Kui Liu, John Grundy, Towards Automatically Repairing Compatibility Issues in Published Android Apps, The 44th International Conference on Software Engineering (ICSE 2022), 2022
237          &nbsp;<a href="papers/zhao2022towards.pdf">[pdf]</a>
238          &nbsp;<a href="bibs/zhao2022towards.html">[bib]</a>
239						</td>
240					</tr>
241					
242					<tr>
243						<td><b>ICSE</b></td>
244						<td>
245							Zhensu Sun, <b>Li Li</b>, Yan Liu, Xiaoning Du, <b>Li Li</b>, On the Importance of Building High-quality Training Datasets for Neural Code Search, The 44th International Conference on Software Engineering (ICSE 2022), 2022
246          &nbsp;<a href="papers/sun2022importance.pdf">[pdf]</a>
247          &nbsp;<a href="bibs/sun2022importance.html">[bib]</a>
248						</td>
249					</tr>
250					
251					<tr>
252						<td><b>ICSE</b></td>
253						<td>
254							Jordan Samhi, <b>Li Li</b>, Tegawendé F. Bissyandé, Jacques Klein, Difuzer: Uncovering Suspicious Hidden Sensitive Operations in Android Apps, The 44th International Conference on Software Engineering (ICSE 2022), 2022
255          &nbsp;<a href="papers/samhi2022difuzer.pdf">[pdf]</a>
256          &nbsp;<a href="bibs/samhi2022difuzer.html">[bib]</a>
257						</td>
258					</tr>
259					
260					<tr>
261						<td><b>ESEC/FSE</b></td>
262						<td>
263					          Bo Li, Qiang He, Feifei Chen, Xin Xia, <b>Li Li</b>, John Grundy, Yun Yang, Embedding App-Library Graph for Neural Third Party Library Recommendation, The 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2021), 2021
264					          &nbsp;<a href="papers/li2021embedding.pdf">[pdf]</a>
265					          &nbsp;<a href="bibs/li2021embedding.html">[bib]</a>
266						</td>
267					</tr>
268					
269					<tr>
270						<td><b>PLDI</b></td>
271						<td>
272				          Xiaolei Ren, Michael Ho, Jiang Ming, Jeff Y. Lei, <b>Li Li</b>, Unleashing the Hidden Power of Compiler Optimization on Binary Code Difference: An Empirical Study, The 42nd ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI 2021), 2021
273				          &nbsp;<a href="papers/ren2021unleashing.pdf">[pdf]</a>
274				          &nbsp;<a href="bibs/ren2021unleashing.html">[bib]</a>
275						</td>
276					</tr>
277					
278					<tr>
279						<td><b>WWW</b></td>
280						<td>
281				          Yuhao Gao, Haoyu Wang, <b>Li Li</b>, Xiapu Luo, Xuanzhe Liu and Guoai Xu, Demystifying Illegal Mobile Gambling Apps, The Web Conference 2021 (WWW 2021), 2021
282				          &nbsp;<a href="papers/gao2021demystifying.pdf">[pdf]</a>
283				          &nbsp;<a href="bibs/gao2021demystifying.html">[bib]</a>
284						</td>
285					</tr>
286				
287					<tr>
288						<td><b>ICSE</b></td>
289						<td>
290							Jiawei Wang, <b>Li Li</b>, Andreas Zeller, Restoring Execution Environments of Jupyter Notebooks, The 43rd ACM/IEEE International Conference on Software Engineering (ICSE 2021), 2021
291          					&nbsp;<a href="papers/wang2021restoring.pdf">[pdf]</a>
292          					&nbsp;<a href="bibs/wang2021restoring.html">[bib]</a>
293						</td>
294					</tr>
295				
296					<tr>
297						<td><b>ASE</b></td>
298						<td>
299							Jiawei Wang, Tzu-yang Kuo, <b>Li Li</b>, Andreas Zeller, Assessing and Restoring Reproducibility of Jupyter Notebooks, The 35th IEEE/ACM International Conference on Automated Software Engineering (ASE 2020), 2020
300          					&nbsp;<a href="papers/wang2020assessing.pdf">[pdf]</a>
301          					&nbsp;<a href="bibs/wang2020assessing.html">[bib]</a>
302						</td>
303					</tr>
304					
305					<tr>
306						<td><b>ASE</b></td>
307						<td>
308							Xin Wang, Jin Liu, <b>Li Li</b>, Xiao Chen, Xiao Liu, Hao Wu, Detecting and Explaining Self-Admitted Technical Debts with Attention-based Neural Networks, The 35th IEEE/ACM International Conference on Automated Software Engineering (ASE 2020), 2020
309          					&nbsp;<a href="papers/wang2020detecting.pdf">[pdf]</a>
310          					&nbsp;<a href="bibs/wang2020detecting.html">[bib]</a>
311						</td>
312					</tr>
313					
314					<tr>
315						<td><b>ASE</b></td>
316						<td>
317							Haoye Tian, Kui Liu, Abdoul Kader Kaboré, Anil Koyuncu, <b>Li Li</b>, Jacques Klein, Tegawendé F. Bissyandé, Evaluating Representation Learning of Code Changes for Predicting Patch Correctness in Program Repair, The 35th IEEE/ACM International Conference on Automated Software Engineering (ASE 2020), 2020
318          					&nbsp;<a href="papers/tian2020evaluating.pdf">[pdf]</a>
319          					&nbsp;<a href="bibs/tian2020evaluating.html">[bib]</a>
320						</td>
321					</tr>
322					
323					<tr>
324						<td><b>ASE</b></td>
325						<td>
326							Xian Zhan, Lingling Fan, Tianming Liu, Sen Chen, <b>Li Li</b>, Haoyu Wang, Yifei Xu, Xiapu Luo and Yang Liu, Automated Third-party Library Detection for Android Applications: Are We There Yet?, The 35th IEEE/ACM International Conference on Automated Software Engineering (ASE 2020), 2020
327          					&nbsp;<a href="papers/zhan2020automated.pdf">[pdf]</a>
328          					&nbsp;<a href="bibs/zhan2020automated.html">[bib]</a>
329						</td>
330					</tr>
331					
332				
333				
334					<tr>
335						<td><b>ESEC/FSE</b></td>
336						<td>
337							Jiawei Wang, <b>Li Li</b>, Kui Liu, Haipeng Cai, Exploring How Deprecated Python Library APIs are (Not) Handled, The 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Softw
337are Engineering (ESEC/FSE 2020), 2020
338          					&nbsp;<a href="papers/wang2020exploring.pdf">[pdf]</a>
339         					&nbsp;<a href="bibs/wang2020exploring.html">[bib]</a>
340						</td>
341					</tr>
342				
343					<tr>
344						<td><b>ESEC/FSE</b></td>
345						<td>
346							Jun Gao, <b>Li Li</b>, Pingfan Kong, Tegawendé F. Bissyandé and Jacques Klein, Borrowing Your Enemy’s Arrows: the Case of Code Reuse in Android via Direct Inter-app Code Invocation, The 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2020), 2020
347         	 				&nbsp;<a href="papers/gao2020borrowing.pdf">[pdf]</a>
348          					&nbsp;<a href="bibs/gao2020borrowing.html">[bib]</a>
349						</td>
350					</tr>
351					
352					<tr>
353						<td><b>WWW</b></td>
354						<td>
355							Tianming Liu, Haoyu Wang, <b>Li Li</b>, Xiapu Luo, Feng Dong, Yao Guo, Liu Wang, Tegawendé F. Bissyandé and Jacques Klein, MadDroid: Characterising and Detecting Devious Ad Content for Android Apps, The Web Conference 2020 (WWW 2020), 2020
356          					&nbsp;<a href="papers/liu2020maddroid.pdf">[pdf]</a>
357          					&nbsp;<a href="bibs/liu2020maddroid.html">[bib]</a>
358						</td>
359					</tr>
360					
361					<tr>
362						<td><b>WWW</b></td>
363						<td>
364							Yangyu Hu, Haoyu Wang, Ren He, <b>Li Li</b>, Gareth Tyson, Ignacio Castro, Yao Guo, Lei Wu, and Guoai Xu, Mobile App Squatting, The Web Conference 2020 (WWW 2020), 2020
365          					&nbsp;<a href="papers/hu2020mobile.pdf">[pdf]</a>
366          					&nbsp;<a href="bibs/hu2020mobile.html">[bib]</a>
367						</td>
368					</tr>
369				
370					<tr>
371						<td><b>ASE</b></td>
372						<td>
373							Tianming Liu, Haoyu Wang, <b>Li Li</b>, Guangdong Bai, Yao Guo and Guoai Xu, DaPanda: Detecting Aggressive Push Notification in Android Apps, The 34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019), 2019
374          					&nbsp;<a href="papers/liu2019dapanda.pdf">[pdf]</a>
375          					&nbsp;<a href="bibs/liu2019dapanda.html">[bib]</a>
376						</td>
377					</tr>
378				
379					<tr>
380						<td><b>ISSTA</b></td>
381						<td>
382							Pingfan Kong, <b>Li Li</b>, Jun Gao, Tegawendé Bissyandé, Jacques Klein, Mining Android Crash Fixes in the Absence of Issue- and Change-Tracking Systems, The 28th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2019), 2019
383          					&nbsp;<a href="papers/kong2019mining.pdf">[pdf]</a>
384          					&nbsp;<a href="bibs/kong2019mining.html">[bib]</a>
385						</td>
386					</tr>
387					
388					<tr>
389						<td><b>ISSTA</b></td>
390						<td>
391							Haipeng Cai, Ziyi Zhang, <b>Li Li</b>, Xiaoqin Fu, A Large-Scale Study of Application Incompatibilities in Android, The 28th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2019), 2019
392          					&nbsp;<a href="papers/cai2019large.pdf">[pdf]</a>
393          					&nbsp;<a href="bibs/cai2019large.html">[bib]</a>
394						</td>
395					</tr>
396
397					<tr>
398						<td><b>ASE</b></td>
399						<td>
400          				  Lei Ma, Felix Juefei-Xu, Fuyuan Zhang, Jiyuan Sun, Minhui Xue, Bo Li, Chunyang Chen, Ting Su, <b>Li Li</b>, Yang Liu, Jianjun Zhao, and Yadong Wang, DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems, The 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2018), 2018
401          				  &nbsp;<a href="papers/ma2018deepgauge.pdf">[pdf]</a>
402          				  &nbsp;<a href="bibs/ma2018deepgauge.html">[bib]</a>
403						</td>
404					</tr>
405				
406					<tr>
407						<td><b>ESEC/FSE</b></td>
408						<td>
409          				  Feng Dong, Haoyu Wang, <b>Li Li</b>, Yao Guo, Tegawendé F. Bissyandé, Tianming Liu, Guoai Xu, and Jacques Klein, FraudDroid: Automated Ad Fraud Detection for Android Apps, The 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2018)
410          				  &nbsp;<a href="papers/dong2018frauddroid.pdf">[pdf]</a>
411          				  &nbsp;<a href="bibs/dong2018frauddroid.html">[bib]</a>
412						</td>
413					</tr>
414				
415					<tr>
416						<td><b>ISSTA</b></td>
417						<td>
418						  <b>Li Li</b>, Tegawendé F. Bissyandé, Haoyu Wang and Jacques Klein, CiD: Automating the Detection of API-related Compatibility Issues in Android Apps, The ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA 2018)
419          				  &nbsp;<a href="papers/li2018cid.pdf">[pdf]</a>
420         				  &nbsp;<a href="bibs/li2018cid.html">[bib]</a>
421						</td>
422					</tr>
423				
424					<tr>
425						<td><b>ICSE</b></td>
426						<td>
427				          Kisub Kim, Dongsun Kim, Tegawendé F. Bissyandé, Eunjong Choi, <b>Li Li</b>, Jacques Klein, and Yves Le Traon, FaCoY – A Code-to-Code Search Engine, The 40th International Conference on Software Engineering (ICSE 2018)
428				          &nbsp;<a href="papers/kim2018facoy.pdf">[pdf]</a>
429				          &nbsp;<a href="bibs/kim2018facoy.html">[bib]</a>
430				        </td>
431					</tr>
432					
433					<tr>
434						<td><b>IMC</b></td>
435						<td>
436				          Haoyu Wang, Zhe Liu, Jingyue Liang, Narseo Vallina-Rodriguez, Yao Guo, <b>Li Li</b>, Juan Tapiador, Jingcun Cao, and Guoai Xu, Beyond Google Play: A Large-Scale Comparative Study of Chinese Android App Markets, The 2018 Internet Measurement Conference (IMC 2018), 2018
437          				  &nbsp;<a href="papers/wang2018beyond.pdf">[pdf]</a>
438           				  &nbsp;<a href="bibs/wang2018beyond.html">[bib]</a>
439				        </td>
440					</tr>
441
442					<tr>
443						<td><b>ISSTA</b></td>
444						<td>
445							<b>Li Li</b>, Tegawendé F. Bissyandé, Damien Octeau and Jacques Klein, DroidRA: Taming Reflection to Support Whole-Program Analysis of Android Apps, The 2016 International Symposium on Software Testing and Analysis (ISSTA 2016)
446							&nbsp;<a href="papers/li2016droidra.pdf">[pdf]</a>
447          					&nbsp;<a href="bibs/li2016droidra.html">[bib]</a>
448						</td>
449					</tr>
450					
451					<tr>
452						<td><b>POPL</b></td>
453						<td>
454							Damien Octeau, Somesh Jha, Matthew Dering, Patrick McDaniel, Alexandre Bartel, <b>Li Li</b>, Jacques Klein, and Yves Le Traon, Combining Static Analysis with Probabilistic Models to Enable Market-Scale Android Inter-component Analysis, The 43rd Symposium on Principles of Programming Languages (POPL 2016)
455							&nbsp;<a href="papers/octeau2016combining.pdf">[pdf]</a>
456          					&nbsp;<a href="bibs/octeau2016combining.html">[bib]</a>
457						</td>
458					</tr>
459					
460					<tr>
461						<td><b>ICSE</b></td>
462						<td>
463							<b>Li Li</b>, Alexandre Bartel, Tegawendé Bissyandé, Jacques Klein, Yves Le Traon, Steven Arzt, Siegfried Rasthofer, Eric Bodden, Damien Octeau and Patrick McDaniel, IccTA: Detecting Inter-Component Privacy Leaks in Android Apps, The 37th International Conference on Software Engineering (ICSE 2015)
464							&nbsp;<a href="papers/li2015iccta.pdf">[pdf]</a>
465        					&nbsp;<a href="bibs/li2015iccta.html">[bib]</a>
466        					&nbsp;<a href="https://sites.google.com/site/icctawebpage/">[www]</a>
467						</td>
468					</tr>
469				</table>
470				
471				<!--
472				<h2>Grants</h2>
473				
474				<ul>
475					<li>ARC Discovery Early Career Researcher Award, Sole Investigator, 200~2023</li>
476					<li>ARC Discovery Project, CI, 2020~2023</li>
477				</ul>
478				
479				-->
480			</p>
481
482					</td>
483					<td width="25%" valign="top">
484					
485					<!--  
486					<h2>News</h2>
487					
488					<ul>
489						<li>[2019-08] Our paper entitled "CDA: Characterising Deprecated Android APIs" was accepted to the Empirical Software Engineering journal</li>
490						<li>[2019-07] I am invited to serve as co-Chair of the Early Research Achievements Track at SANER 2020</li>
491						<li>[2019-06] Our papers entitled "Do Energy-oriented Changes Hinder Maintainability?" was accepted to ICSME 2019</li>
492							<li>[2019-05] Two papers entitled "Mining Android Crash Fixes in the Absence of Issue- and Change-Tracking Systems" and "A Large-Scale Study of Application Incompatibilities in Android" were accepted to ISSTA 2019</li>
493							<li>[2019-03] Our paper entitled "Dating with Scambots: Understanding the Ecosystem of Fraudulent Dating Applications" was accepted to TDSC</li>
494							<li>[2019-02] Our paper entitled "Negative Results on Mining Crypto-API Usage Rules in Android Apps" was accepted to MSR 2019</li>
495							<li>[2019-01] Our paper entitled "Rebooting Research on Detecting Repackaged Android Apps: Literature Review and Benchmark" was accepted to TSE</li>
496							<li>[2018-12] Our paper entitled "Want to Earn a Few Extra Bucks? A First Look at Money-making Apps" was accepted to SANER 2019</li>
497							<li>[2018-09] Our paper entitled "DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems" won the ACM SIGSOFT Distinguished Paper Award</li>
498							<li>[2018-08] Our paper entitled "Automated Testing of Android Apps: A Systematic Literature Review" was accepted to IEEE Transactions on Reliability</li>
499							<li>[2018-07] Our paper entitled "Beyond Google Play: A Large-Scale Comparative Study of Chinese Android App Markets" was accepted to IMC 2018</li>
500							<li>[2018-07] Two papers entitled "MoonlightBox: Mining Android API Histories for Uncovering Release-time Inconsistencies" and "DeepMutation: Mutation Testing of Deep Learning Systems" were accepted to ISSRE 2018</li>
501							<li>[2018-07] Our paper entitled "DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems" was accepted to ASE 2018</li>
502						    <li>[2018-06] Our paper entitled "FraudDroid: Automated Ad Fraud Detection for Android Apps" was accepted to ESEC/FSE 2018</li>
503							<li>[2018-06] Our paper entitled "A Closer Look at Real-World Patches" was accepted to ICSME 2018</li>
504							<li>[2018-05] Our paper entitled "Characterising Deprecated Android APIs" won the FOSS Impact Paper Award at MSR 2018</li>
505							<li>[2018-05] Our paper entitled "CiD: Automating the Detection of API-related Compatibility Issues in Android Apps" was accepted to ISSTA 2018</li>
506							<li>[2018-03] Our workshop proposal on Advances in Mobile App Analysis (A-Mobile 2018) was accepted to co-located with ASE 2018</li>
507							<li>[2018-03] Two papers entitled "Characterising Deprecated Android APIs" and "Why are Android Apps Removed From Google Play? A Large-scale Empirical Study" accepted to MSR 2018</li>
508							<li>[2018-02] I was invited to be a PC member for the Research Track of ICSME 2018, the best conference for Software Maintenance and Evolution</li>
509							<li>[2018-02] I joined the Faculty of Information Technology, Monash University, Australia as a Lecturer</li>
510					</ul>
511					-->		
512							
513							
514							<!--
515							  
516							[2017-12] One paper entitled "FaCoY – A Code-to-Code Search Engine" accepted to ICSE 2018 <br />
517							-->
518						
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526			
527			
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529				<a href="topresearcher/index.html">TopResearcher</a> | 
530				<a href="http://jeffhuang.com/best_paper_awards.html">CS: Best Paper Awards</a> | 
531				<a href="http://www.ccf.org.cn/sites/ccf/paiming.jsp">The Chinese Conference/Journal Rank</a> |
532				<a href="http://lilicoding.github.io/SA3Repo/">SA3Repo</a>
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