This is a bug repository that keeps growing, called growingBugs
Notably, each bug in growingBugs is composed of a buggy version, a fixed version, a concise patch (bug-fixing changes only), and one or more triggering test cases.
To date, growingBugs contains 1911
real-world bugs from open-source Java projects.
Project ID | Project name | SubProject locator | Number of bugs | Bug IDs | |
---|---|---|---|---|---|
1 | AaltoXml | aalto-xml | 8 | 1-5,7-9 | |
2 | Bcel | commons-bcel | 6 | 1-6 | |
3 | Ber_tlv | ber-tlv | 4 | 1-4 | |
4 | Burst | burst | burst | 3 | 1-3 |
5 | Canvas_api | canvas-api | 4 | 1-4 | |
6 | Chart | jfreechart | 26 | 1-26 | |
7 | Cli | commons-cli | 41 | 1-5,7-42 | |
8 | Closure | closure-compiler | 174 | 1-62,64-92,94-176 | |
9 | Codec | commons-codec | 19 | 1-19 | |
10 | Collections | commons-collections | 8 | 25-31,35 | |
11 | Commons_suncalc | commons-suncalc | 2 | 1-2 | |
12 | Compress | commons-compress | 51 | 1-48,50,52-53 | |
13 | Coveralls_maven _plugin |
coveralls-maven -plugin |
8 | 1-8 | |
14 | Csv | commons-csv | 17 | 1-17 | |
15 | Dbutils | commons-dbutils | 2 | 1-2 | |
16 | Deltaspike_api | deltaspike-core-api | deltaspike /core/api |
6 | 1-6 |
17 | Disklrucache | DiskLruCache | 6 | 1-6 | |
18 | Docker_java_api | docker-java-api | 10 | 1-10 | |
19 | Drools_model _compiler |
drools-model-compiler | drools-model/ drools-model-compiler |
1 | 1 |
20 | commons-email | 3 | 3-5 | ||
21 | Functor | commons-functor | 2 | 1-2 | |
22 | Geo | geo | geo | 3 | 1-3 |
23 | Geometry_core | geometry-core | commons-geometry-core | 2 | 1,3 |
24 | Github_release _plugin |
github-release-plugin | 2 | 1-2 | |
25 | Graph | commons-graph | 5 | 1-5 | |
26 | Gson | gson | gson | 25 | 1-25 |
27 | Hivemall_core | core | core | 3 | 1-3 |
28 | IO | commons-io | 22 | 1-3,5-6,8-18, 22,25,27,29-31 |
|
29 | Imaging | commons-imaging | 10 | 1,3-8,10-11,14 | |
30 | Jackrabbit_ filevault _vault_core |
jackrabbit-filevault-vault-core | vault-core | 1 | 1 |
31 | Jackrabbit_ filevault_vault _validation |
jackrabbit-filevault-vault-validation | vault-validation | 4 | 1-4 |
32 | JacksonCore | jackson-core | 30 | 1-26,28-31 | |
33 | JacksonDatabind | jackson-databind | 150 | 1-85,87-112,121-126, 128-129,131-133,135-156 |
|
34 | JacksonDataformat Binary_cbor |
jackson-dataformats -binary-cbor |
cbor | 5 | 1-5 |
35 | JacksonDataformat Binary_protobuf |
jackson-dataformats -binary-protobuf |
protobuf | 4 | 1-4 |
36 | JacksonXml | jackson-dataformat-xml | 6 | 1-6 | |
37 | James_mime4j _core |
James-mime4j-core | core | 9 | 1-9 |
38 | Lang | commons-lang | 72 | 1,3-33,35-65,69,71,73, 76,80-84 |
|
39 | Math | commons-math | 35 | 1-35 | |
40 | Mockito | mockito | 38 | 1-38 | |
41 | Shiro_web | shiro-web | web | 8 | 1,3,7-12 |
42 | Time | joda-time | 26 | 1-20,22-27 | |
43 | Deft | deft | 1 | 1 | |
44 | Dosgi_common | dosgi-common | common | 2 | 1-2 |
45 | Doubleclick_core | openrtb-doubleclick-core | doubleclick-core | 1 | 1 |
46 | Doxia_module_apt | doxia-module-apt | doxia-modules/ doxia-module-apt |
2 | 1-2 |
47 | Drools_traits | drools-traits | drools-traits | 1 | 1 |
48 | Dropwizard_spring | dropwizard-spring | 1 | 1 | |
49 | Farm | farm | 4 | 1-4 | |
50 | Flume_ngcore | flume-ng-core | flume-ng-core | 2 | 1-2 |
51 | Fluo_api | fluo-api | modules/api | 2 | 1,3 |
52 | Hbase_common | hbase-common | hbase-common | 1 | 1 |
53 | Hierarchical_ clustering_java |
hierarchical- clustering-java |
1 | 1 | |
54 | Hilbert_curve | hilbert-curve | 3 | 1-3 | |
55 | Hive_funnel_udf | hive-funnel-udf | 1 | 1 | |
56 | Hono_client | hono-client | client | 4 | 1-4 |
57 | Httpcomponents _core_h2 |
httpcore5-h2 | httpcore5-h2 | 1 | 1 |
58 | Httpcomponents _core_httpcore5 |
httpcore5 | httpcore5 | 3 | 1-3 |
59 | JXR | maven-jxr | 1 | 1 | |
60 | Jsoup | jsoup | 93 | 1-93 | |
61 | JxPath | commons-jxpath | 22 | 1-22 | |
62 | Math_4j | commons-math4j | 106 | 1-106 | |
63 | MShade | maven-shade-plugin | 6 | 1-4,6-7 | |
64 | Tika | tika | 5 | 1-2,5-7 | |
65 | Validator | commons-validator | 21 | 1-2,4,6-9,11, 13-25 |
|
66 | Pool | commons-pool | 17 | 1,5-7,10-14, 16,20-21,24, 26-27,29-30 |
|
67 | Net | commons-net | 14 | 9,10,12, 14-18,20-21, 23-26 |
|
68 | Numbers_angle | commons-numbers-angle | commons-numbers -angle |
2 | 1-2 |
69 | MGpg | maven-gpg-plugin | 1 | 1 | |
70 | Text | commons-text | 4 | 1-2,4-5 | |
71 | Tika_core | tika-core | tika-core | 23 | 4,6,9,11, 17,20-25,28-39 |
72 | Tika_app | tika-app | tika-app | 2 | 1,3 |
73 | Shiro_core | shiro-core | core | 10 | 37,40,46,52,98, 144,176,181,202-203 |
74 | Jena_core | jena-core | jena-core | 1 | 2 |
75 | MDeploy | maven-deploy-plugin | 1 | 1 | |
76 | Jackrabbit_filevault _vault_validation |
jackrabbit-filevault -vault-validation |
vault-validation | 4 | 1-4 |
77 | Jackrabbit_oak_core | oak-core | oak-core | 5 | 1-5 |
78 | Maven_checkstyle _plugin |
maven-checkstyle -plugin |
1 | 1 | |
79 | James_project _core |
james-project-core | core | 2 | 1-2 |
80 | Pdfbox_fontbox | pdfbox-fontbox | fontbox | 7 | 1-7 |
81 | HttpClient5 | httpclient5 | httpclient5 | 7 | 1-2,4-8 |
82 | jackson_modules _java8_datetime |
jackson-modules -java8-datetime |
datetime | 5 | 1-5 |
83 | Pdfbox_pdfbox | pdfbox-pdfbox | pdfbox | 3 | 1-3 |
84 | Storm_client | storm-client | storm-client | 1 | 1 |
85 | JacksonDataformats Text_yaml |
jackson-dataformats -text-yaml |
yaml | 6 | 1-2,4-7 |
86 | JacksonDataformats Text_properties |
jackson-dataformats -text-properties |
properties | 2 | 1-2 |
87 | JacksonDataformat Binary_avro |
jackson-dataformats -binary-avro |
avro | 2 | 1-2 |
88 | JavaClassmate | java-classmate | 2 | 1-2 | |
89 | JacksonModule JsonSchema |
jackson-module- jsonSchema |
1 | 1 | |
90 | JacksonData typeJoda |
jackson-datatype-joda | 2 | 2-3 | |
91 | JacksonDatatype Jsr310 |
jackson-datatype-jsr310 | 4 | 1-4 | |
92 | JacksonDataformat Binary_smile |
jackson-dataformats -binary-smile |
smile | 3 | 1-3 |
93 | JacksonModule Afterburner |
jackson-module-afterburner | 3 | 1-3 | |
94 | Woodstox | woodstox | 7 | 1-7 | |
95 | MetaModel_core | MetaModel-core | core | 9 | 1-9 |
96 | MetaModel_csv | MetaModel-csv | csv | 1 | 1 |
97 | MetaModel_excel | MetaModel-excel | excel | 1 | 1 |
98 | MetaModel_jdbc | MetaModel-jdbc | jdbc | 3 | 1-3 |
99 | MetaModel_pojo | MetaModel-pojo | pojo | 1 | 1 |
100 | MetaModel_ salesforce |
MetaModel-salesforce | salesforce | 1 | 1 |
101 | Wink_common | wink-common | wink-common | 4 | 1-4 |
102 | Xbean_naming | xbean-naming | xbean-naming | 1 | 1 |
103 | James_project_ server_container _core |
james-project-server- container-core |
server/container/core | 1 | 1 |
104 | Johnzon_core | johnzon-core | johnzon-core | 11 | 1-2,4-12 |
105 | Nifi_mock | nifi-mock | nifi-mock | 2 | 1-2 |
106 | Rat_core | apache-rat-core | apache-rat-core | 1 | 1 |
107 | Rat_plugin | apache-rat-plugin | apache-rat-plugin | 1 | 1 |
108 | Tez_common | tez-common | tez-common | 1 | 1 |
109 | Tinkerpop_gremlin _core |
gremlin-core | gremlin-core | 1 | 1 |
110 | Webbeans_web | webbeans-web | webbeans-web | 1 | 1 |
111 | Johnzon_jsonb | johnzon-jsonb | johnzon-jsonb | 6 | 1-6 |
112 | Johnzon_jaxrs | johnzon-jaxrs | johnzon-jaxrs | 1 | 1 |
113 | Incubator_tamaya _api |
incubator-retired -tamaya-api |
code/api | 2 | 1-2 |
114 | James_project_ mailet_standard |
james-project- mailet-standard |
mailet/standard | 1 | 1 |
115 | Johnzon_ jsonschema |
johnzon-jsonschema | johnzon-jsonschema | 2 | 1-2 |
116 | Johnzon_ mapper |
johnzon-mapper | johnzon-mapper | 6 | 1-6 |
117 | Karaf_main | karaf-main | main | 1 | 1 |
118 | Appformer_uberfire _commons_editor _backend |
uberfire-commons-editor-backend | uberfire-extensions /uberfire-commons-editor/ uberfire-commons-editor-backend |
1 | 1 |
119 | Kie_pmml_ commons |
kie-pmml-commons | kie-pmml-trusty/ kie-pmml-commons |
3 | 1-3 |
120 | Kie_memory_ compiler |
kie-memory-compiler | kie-memory-compiler | 1 | 1 |
121 | Jbpm_human _task_workitems |
jbpm-human-task-workitems | jbpm-human-task/ jbpm-human-task-workitems |
1 | 1 |
122 | Appformer_uberfire_ security_management _client |
uberfire-security-management-client | uberfire-extensions /uberfire-security /uberfire-security-management /uberfire-security -management-client |
1 | 1 |
123 | Appformer_uberfire _workbench_client |
uberfire-workbench-client | uberfire-workbench/ uberfire-workbench-client |
3 | 1-3 |
124 | Jandex | jandex | 6 | 1-6 | |
125 | Kogito_editors _java_kie_wb _common_stunner _widgets |
kie-wb-common- stunner-widgets |
kie-wb-common-stunner/ kie-wb-common-stunner-client/ kie-wb-common-stunner-widgets |
1 | 1 |
126 | Ognl | commons-ognl | 1 | 1 | |
127 | Qpid_client | qpid-jms-client | qpid-jms-client | 8 | 1-8 |
128 | Switchyard_admin | switchyard-admin | admin | 1 | 1 |
129 | Weld_se_core | weld-se-core | environments/se/core | 1 | 1 |
130 | Jboss_modules | jboss-modules | 5 | 1,3-6 | |
131 | Jboss_threads | jboss-threads | 1 | 1 | |
132 | Minaftp_api | ftpserver-api | ftplet-api | 1 | 1 |
133 | Sling_ validation |
sling-org-apache-sling-validation-core | 1 | 1 | |
134 | Switchyard_ config |
switchyard-config | config | 1 | 1 |
135 | Switchyard_ validate |
switchyard-validate | validate | 1 | 1 |
136 | Wildfly_naming _client |
wildfly-naming-client | 2 | 1-2 | |
137 | Knox_assertion _common |
gateway-provider- identity-assertion -common |
gateway-provider- identity-assertion -common |
1 | 1 |
138 | Oozie_client | oozie-client | client | 2 | 1-2 |
139 | Qpidjms_client | qpidjms-client | client | 3 | 1-3 |
140 | Rdf4j_query | rdf4j-query | core/query | 1 | 1 |
141 | Rdf4j_rio_api | rdf4j-rio-api | core/rio/api | 2 | 1-2 |
142 | Rdf4j_rio_jsonld | rdf4j-rio-jsonld | core/rio/jsonld | 2 | 1-2 |
143 | Rdf4j_rio_rdfjson | rdf4j-rio-rdfjson | core/rio/rdfjson | 2 | 1-2 |
144 | Rdf4j_rio_rdfxml | rdf4j-rio-rdfxml | core/rio/rdfxml | 1 | 1 |
145 | Rdf4j_rio_turtle | rdf4j-rio-turtle | core/rio/turtle | 8 | 1-4,6,8-10 |
146 | Sentry_ccommon | sentry-core-common | sentry-core/sentry-core-common | 2 | 1-2 |
147 | Sling_apiregions | sling-apiregions | 3 | 1-3 | |
148 | Sling_cpconverter | sling-cpconverter | 3 | 1-3 | |
149 | Tiles_api | tiles-api | tiles-api | 2 | 1-2 |
150 | Tiles_core | tiles-core | tiles-core | 3 | 1-3 |
151 | Twill_dcore | twill-discovery-core | twill-discovery-core | 1 | 1 |
152 | Maven2_artifact | maven-artifact | maven-artifact | 2 | 1-2 |
153 | Maven2_project | maven-project | maven-project | 2 | 1-2 |
154 | Wicket_request | wicket-request | wicket-request | 6 | 1-6 |
155 | Cayenne_xmpp | cayenne-xmpp | cayenne-xmpp | 1 | 1 |
156 | Wicket_util | wicket-util | wicket-util | 4 | 1-4 |
157 | Wicket_spring | wicket-spring | wicket-spring | 1 | 1 |
158 | Cayenne_jgroups | cayenne-jgroups | cayenne-jgroups | 1 | 1 |
159 | Cayenne_jms | cayenne-jms | cayenne-jms | 1 | 1 |
160 | Struts1_core | struts1-core | core | 2 | 1-2 |
161 | Wicket_cdi | wicket-cdi | wicket-cdi | 1 | 1 |
162 | Wicket_core | wicket-core | wicket-core | 18 | 1-18 |
163 | Mshared_archiver | maven-archiver | maven-archiver | 1 | 1 |
164 | Shindig_common | shindig-common | java/common | 1 | 1 |
165 | Xbean_reflect | xbean-reflect | xbean-reflect | 1 | 1 |
166 | Mrunit | mrunit | 2 | 1-2 | |
167 | Rave_core | rave-core | rave-components /rave-core |
2 | 1-2 |
168 | Rave_commons | rave-commons | rave-components /rave-commons |
1 | 1 |
169 | Rave_web | rave-web | rave-components/rave-web | 1 | 1 |
170 | Jmh_core | jmh-core | jmh-core | 1 | 1 |
171 | Sdk_core | sdk-core | 3 | 1-3 | |
172 | Cargo_container | cargo-container | core/api/ container |
4 | 1-4 |
173 | Oak_commons | oak-commons | oak-commons | 1 | 1 |
174 | Streamex | streamex | 7 | 1-7 | |
175 | Javapoet | javapoet | 17 | 1-17 | |
176 | RTree | rtree | 12 | 1-12 | |
177 | Spoon | spoon | 17 | 1-17 | |
178 | Slack_java _webhook |
slack-java-webhook | 1 | 1 | |
179 | Zip4j | zip4j | 52 | 1-52 | |
180 | Incubator_ retired_pirk |
incubator-retired-pirk | 1 | 1 | |
181 | Sparsebitset | SparseBitSet | 2 | 1-2 | |
182 | Assertj_assert ions_generator |
assertj-assertions -generator |
7 | 1-7 | |
183 | Config_magic | config-magic | 2 | 2 | |
184 | Jcodemodel | jcodemodel | 7 | 1-7 | |
185 | Jdbm3 | JDBM3 | 6 | 1-6 | |
186 | Mybatis_pagehelper | Mybatis-PageHelper | 4 | 1-4 | |
187 | N5 | n5 | 2 | 1-2 | |
188 | Stash_jenkins_ postreceive _webhook |
stash-jenkins -postreceive-webhook |
1 | 1 | |
189 | Suffixtree | suffixtree | 1 | 1 | |
190 | Template_ benchmark |
template-benchmark | 1 | 1 | |
191 | Vectorz | vectorz | 6 | 1-6 | |
192 | Cli_parser | cli-parser | 1 | 1 | |
193 | Gatling_report | gatling-report | 3 | 1-3 | |
194 | Semux_core | semux-core | 1 | 3 | |
195 | Solarpositioning | solarpositioning | 3 | 1-3 | |
196 | Sparkey_java | sparkey-java | 3 | 1-3 | |
197 | Shazamcrest | shazamcrest | 2 | 1-2 | |
198 | Restfixture | RestFixture | 4 | 1-4 | |
199 | Chronicle_network | Chronicle-Network | 4 | 1-4 | |
200 | Gocd_slack_build _notifier |
gocd-slack- build-notifier |
3 | 1-3 | |
201 | Confluence_http _authenticator |
confluence_http _authenticator |
1 | 1 | |
202 | Tempus_fugit | tempus-fugit | 1 | 1 | |
203 | Kafka_graphite | kafka-graphite | 1 | 1 | |
204 | Simple_excel | simple-excel | 1 | 1 | |
205 | Trident_ml | trident-ml | 1 | 1 | |
206 | Tascalate_ concurrent |
tascalate-concurrent | 2 | 1-2 | |
207 | Jcabi_github | jcabi-github | 81 | 1-42,44-82 | |
208 | Podam | podam | 1 | 1 | |
209 | Sansorm | SansOrm | 7 | 1-7 | |
210 | Transmittable_ thread_local |
transmittable -thread-local |
4 | 1-4 | |
211 | Jchronic | jchronic | 1 | 1 | |
212 | Netconf_java | netconf-java | 1 | 1 | |
213 | Xades4j | xades4j | 4 | 1-4 | |
214 | Spatial4j | spatial4j | 4 | 1-4 | |
215 | Iciql | iciql | 2 | 1-2 | |
216 | Metrics_opentsdb | metrics-opentsdb | 2 | 1-2 | |
217 | Spring_context _support |
spring-context -support |
1 | 2 | |
218 | Jmimemagic | jmimemagic | 1 | 1 | |
219 | Markedj | markedj | 17 | 1-17 | |
220 | Sonartsplugin | SonarTsPlugin | 10 | 1-10 | |
221 | Aws_maven | aws-maven | 1 | 1 | |
222 | Snomed_owl _toolkit |
snomed-owl -toolkit |
2 | 1-2 | |
223 | Weak_lock_free | weak-lock-free | 1 | 1 | |
224 | Proj4J | proj4j | 9 | 1-9 | |
225 | Markedj | markedj | 2 | 1-2 | |
226 | Rocketmq_mqtt_ds | rocketmq-mqtt-ds | mqtt-ds | 1 | 1 |
227 | Retrofit | retrofit | retrofit | 3 | 1-3 |
228 | Jnagmp | jnagmp | jnagmp | 1 | 1 |
229 | Rocketmq_ mqtt_cs |
rocketmq-mqtt-cs | mqtt-cs | 1 | 1 |
230 | Dagger_core | dagger-core | core | 20 | 1-20 |
231 | Google_java _format_core |
google-java -format-core |
core | 1 | 1 |
232 | Jimfs | jimfs | jimfs | 2 | 1-2 |
233 | Open_location _code_java |
open-location -code-java |
java | 4 | 1-4 |
234 | Gwtmockito | gwtmockito | gwtmockito | 3 | 1-3 |
235 | Render_app | render-app | render-app | 5 | 1-5 |
236 | Tape | tape | tape | 13 | 1-13 |
237 | Jcabi_http | jcabi-http | 16 | 1-16 | |
238 | Jcabi_aether | jcabi-aether | 1 | 1 | |
239 | Jcabi_w3c | jcabi-w3c | 1 | 1 | |
240 | Jcabi_email | jcabi-email | 4 | 1-4 | |
241 | Jcabi_log | jcabi-log | 9 | 1-9 | |
242 | Jcabi_matchers | jcabi-matchers | 2 | 1-2 | |
243 | Jfreechart_fse | jfreechart-fse | 2 | 1-2 | |
244 | Jfreesvg | jfreesvg | 1 | 1 | |
245 | Leshan_core | leshan-core | leshan-core | 10 | 1-10 |
246 | Rdf_jena | commons-rdf-jena | commons-rdf-jena | 1 | 1 |
247 | Jackson_ annotations |
jackson-annotations | 1 | 1 | |
248 | Jackson_datatype _hibernate4 |
jackson-datatype -hibernate4 |
hibernate4 | 1 | 1 |
249 | Rtree2 | rtree2 | 6 | 1-6 | |
250 | Subethasmtp | subethasmtp | 1 | 1 |
- Java 1.8
- Git >= 1.9
- SVN >= 1.8
- Perl >= 5.0.12
- Curl
-
Clone GrowingBugs:
git clone https://github.com/liuhuigmail/GrowingBugRepository.git
-
Initialize GrowingBugs:
Download the project repositories and external libraries that are not included in the git repository for size purposes and to avoid redundancies. We provide a mechanism to download them automatically as follows:
cd GrowingBugRepository
cpanm --installdeps .
./init.sh
./repos.sh
-
Add GrowingBugs's executables to your PATH:
export PATH=$PATH:"path2growingbugs"/framework/bin
-
Checkout a buggy source code version (If the project doesn't hava subproject,
-s
parameter can be ignored):defects4j checkout -p project_id -v version_id -w work_dir -s subproject_locator
Example:
defects4j checkout -p Shiro_core -v 37b -w /tmp/Shiro_core_37_buggy -s core
defects4j checkout -p Dbutils -v 1b -w /tmp/dbutils_1_buggy
Notably, GrowingBugs supports sub-projects that are not suported by Defects4J. To this end, yor should specify the sub-project with
-s
parameter in thecheckout
command. The preceding example common leverages-s core
to check out sub-proejctcore
from the enclosing projectShiro_core
. For thecompile
andtest
commands, you should also switch to the sub-project's folder to compile and test the sub-project. -
Change to the working directory, compile sources and tests, and run tests:
cd work_dir/subproject_locator
defects4j compile
defects4j test
Example1:
cd /tmp/Shiro_core_37_buggy/core
defects4j compile
defects4j test
Example2:
cd /tmp/dbutils_1_buggy
defects4j compile
defects4j test
Currently, we resuse all APIs of Defects4J (more details at https://github.com/rjust/defects4j), and thus all applications relying on Defects4J could be transferred smoothly to GrowingBugs.
To free users (especially beginers) of the repository from the complex configuration of the environments, we create and publish a Docker image of the system. You may download it by the following command:
docker pull registry.cn-hangzhou.aliyuncs.com/bit-zhuzhihao/growingbugrepository:0.3
By simply loading the image with Docker, you can make the system ready for evaluation where all configurations (e.g., Java versions, paths, and even all data within the repository) should have been well set.
Because the bug repository keeps growing, let us known if you need a stable version for your study (e.g., evalutions for a research paper), and we will release a specific version where the bugs and patches are fixed (to faciliate the replication of your study).
Notably, this bug repository is based on the well-known Defects4J https://github.com/rjust/defects4j. We reuse its source code as well as the bugs in Defects4J. The key difference is that growingBugs levearages BugBuilder[1] to exclude bug-irrelevarange changes from bug-fixing commmits automatically whereas Defects4J requests human experts to accomplish the same task. Consequently, growingBugs can keep growing automatically even without human intervention.
If you are exploiting our dataset, please kindly cite the following paper:
[1] Yanjie Jiang, Hui Liu*, Nan Niu, Lu Zhang, Yamin Hu. Extracting Concise Bug-Fixing Patches from Human-Written Patches in Version Control Systems. The 43rd International Conference on Software Engineering (ICSE), pp. 686-698, May, 2021
[2]Yanjie Jiang, Hui Liu*, Xiaoqing Luo, Zhihao Zhu, Xiaye Chi, Nan Niu, Yuxia Zhang, Yamin Hu, Pan Bian, and Lu Zhang. " BugBuilder: An Automated Approach to Building Bug Repository," in IEEE Transactions on Software Engineering, Online 2022, doi: 10.1109/TSE.2022.3177713
[3]Yanjie Jiang, Hui Liu*,Yuxia Zhang, Weixing Ji, Hao Zhong, and Lu Zhang. "Do Bugs Lead to Unnaturalness of Source Code?" In Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2022). Association for Computing Machinery, New York, NY, USA, 1085–1096. https://doi.org/10.1145/3540250.3549149
@INPROCEEDINGS {GrowingBugsICSE21, author = {Yanjie Jiang and Hui Liu and Nan Niu and Lu Zhang and Yamin Hu}, booktitle = {IEEE/ACM 43rd International Conference on Software Engineering (ICSE 2021)}, title = {Extracting Concise Bug-Fixing Patches from Human-Written Patches in Version Control Systems}, year = {2021}, pages = {686-698}, doi = {10.1109/ICSE43902.2021.00069}, url = {https://doi.ieeecomputersociety.org/10.1109/ICSE43902.2021.00069}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, month = {may} }
@ARTICLE{GrowingBugsTSE2022, author={Jiang, Yanjie and Liu, Hui and Luo, Xiaoqing and Zhu, Zhihao and Chi, Xiaye and Niu, Nan and Zhang, Yuxia and Hu, Yamin and Bian, Pan and Zhang, Lu}, journal={IEEE Transactions on Software Engineering}, title={BugBuilder: An Automated Approach to Building Bug Repository}, year={2022}, volume={}, number={}, pages={1-22}, doi={10.1109/TSE.2022.3177713}}
@inproceedings{NaturalnessOfBugsFSE2022, author = {Jiang, Yanjie and Liu, Hui and Zhang, Yuxia and Ji, Weixing and Zhong, Hao and Zhang, Lu}, title = {Do Bugs Lead to Unnaturalness of Source Code?}, year = {2022}, isbn = {9781450394130}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, url = {https://doi.org/10.1145/3540250.3549149}, doi = {10.1145/3540250.3549149}, booktitle = {Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering}, pages = {1085–1096}, numpages = {12}, keywords = {Naturalness, Source Code, Bug Fixing, Bugs, Code Entropy}, location = {Singapore, Singapore}, series = {ESEC/FSE 2022} }