Changes

              
    

          
          
        
        

            
f
1
{
f
1
{
            
2
  "access_rights": "",
2
  "access_rights": "",
            
3
  "author": "Qin Zhang",
3
  "author": "Qin Zhang",
            
4
  "author_email": "",
4
  "author_email": "",
            
5
  "citation": [],
5
  "citation": [],
            
6
  "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
6
  "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            
7
  "defined_in": "https://doi.org/10.48550/arXiv.2308.05463",
7
  "defined_in": "https://doi.org/10.48550/arXiv.2308.05463",
            
8
  "doi": "10.57702/qunh8rqf",
8
  "doi": "10.57702/qunh8rqf",
            
n
9
  "doi_date_published": null,
n
9
  "doi_date_published": "2024-12-03",
            
10
  "doi_publisher": "TIB",
10
  "doi_publisher": "TIB",
            
n
11
  "doi_status": false,
n
11
  "doi_status": true,
            
12
  "domain": "https://service.tib.eu/ldmservice",
12
  "domain": "https://service.tib.eu/ldmservice",
            
13
  "extra_authors": [
13
  "extra_authors": [
            
14
    {
14
    {
            
15
      "extra_author": "Zelin Shi",
15
      "extra_author": "Zelin Shi",
            
16
      "orcid": ""
16
      "orcid": ""
            
17
    },
17
    },
            
18
    {
18
    {
            
19
      "extra_author": "Xiaolin Zhang",
19
      "extra_author": "Xiaolin Zhang",
            
20
      "orcid": ""
20
      "orcid": ""
            
21
    },
21
    },
            
22
    {
22
    {
            
23
      "extra_author": "Xiaojun Chen",
23
      "extra_author": "Xiaojun Chen",
            
24
      "orcid": ""
24
      "orcid": ""
            
25
    },
25
    },
            
26
    {
26
    {
            
27
      "extra_author": "Philippe Fournier-Viger",
27
      "extra_author": "Philippe Fournier-Viger",
            
28
      "orcid": ""
28
      "orcid": ""
            
29
    },
29
    },
            
30
    {
30
    {
            
31
      "extra_author": "Shirui Pan",
31
      "extra_author": "Shirui Pan",
            
32
      "orcid": ""
32
      "orcid": ""
            
33
    }
33
    }
            
34
  ],
34
  ],
            
35
  "groups": [
35
  "groups": [
            
36
    {
36
    {
            
37
      "description": "",
37
      "description": "",
            
38
      "display_name": "Graphs",
38
      "display_name": "Graphs",
            
39
      "id": "7c42917e-4aa5-4b53-8227-78a0a35d7078",
39
      "id": "7c42917e-4aa5-4b53-8227-78a0a35d7078",
            
40
      "image_display_url": "",
40
      "image_display_url": "",
            
41
      "name": "graphs",
41
      "name": "graphs",
            
42
      "title": "Graphs"
42
      "title": "Graphs"
            
43
    },
43
    },
            
44
    {
44
    {
            
45
      "description": "",
45
      "description": "",
            
46
      "display_name": "Node Classification",
46
      "display_name": "Node Classification",
            
47
      "id": "69ff6af8-791f-4ae2-ab00-16af4a89bd6b",
47
      "id": "69ff6af8-791f-4ae2-ab00-16af4a89bd6b",
            
48
      "image_display_url": "",
48
      "image_display_url": "",
            
49
      "name": "node-classification",
49
      "name": "node-classification",
            
50
      "title": "Node Classification"
50
      "title": "Node Classification"
            
51
    },
51
    },
            
52
    {
52
    {
            
53
      "description": "",
53
      "description": "",
            
54
      "display_name": "Open-Set Classification",
54
      "display_name": "Open-Set Classification",
            
55
      "id": "bb946f86-1554-41d9-b61f-32678891d74f",
55
      "id": "bb946f86-1554-41d9-b61f-32678891d74f",
            
56
      "image_display_url": "",
56
      "image_display_url": "",
            
57
      "name": "open-set-classification",
57
      "name": "open-set-classification",
            
58
      "title": "Open-Set Classification"
58
      "title": "Open-Set Classification"
            
59
    }
59
    }
            
60
  ],
60
  ],
            
61
  "id": "ef1685cd-87bd-41b1-86bc-62a5f5295d37",
61
  "id": "ef1685cd-87bd-41b1-86bc-62a5f5295d37",
            
62
  "isopen": false,
62
  "isopen": false,
            
63
  "landing_page": "",
63
  "landing_page": "",
            
64
  "license_title": null,
64
  "license_title": null,
            
65
  "link_orkg": "",
65
  "link_orkg": "",
            
66
  "metadata_created": "2024-12-03T09:51:10.287564",
66
  "metadata_created": "2024-12-03T09:51:10.287564",
            
n
67
  "metadata_modified": "2024-12-03T09:51:10.287570",
n
67
  "metadata_modified": "2024-12-03T09:51:10.631128",
            
68
  "name": 
68
  "name": 
            
69
enerative-open-set-node-classification-on-graphs-with-proxy-unknowns",
69
enerative-open-set-node-classification-on-graphs-with-proxy-unknowns",
            
70
  "notes": "Node classification is the task of predicting the labels 
70
  "notes": "Node classification is the task of predicting the labels 
            
71
of unlabeled nodes in a graph. State-of-the-art methods based on graph 
71
of unlabeled nodes in a graph. State-of-the-art methods based on graph 
            
72
neural networks achieve excellent performance when all labels are 
72
neural networks achieve excellent performance when all labels are 
            
73
available during training. But in real-life, models are often applied 
73
available during training. But in real-life, models are often applied 
            
74
on data with new classes, which can lead to massive misclassification 
74
on data with new classes, which can lead to massive misclassification 
            
75
and thus significantly degrade performance.",
75
and thus significantly degrade performance.",
            
n
76
  "num_resources": 0,
n
76
  "num_resources": 1,
            
77
  "num_tags": 4,
77
  "num_tags": 4,
            
78
  "organization": {
78
  "organization": {
            
79
    "approval_status": "approved",
79
    "approval_status": "approved",
            
80
    "created": "2024-11-25T12:11:38.292601",
80
    "created": "2024-11-25T12:11:38.292601",
            
81
    "description": "",
81
    "description": "",
            
82
    "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
82
    "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            
83
    "image_url": "",
83
    "image_url": "",
            
84
    "is_organization": true,
84
    "is_organization": true,
            
85
    "name": "no-organization",
85
    "name": "no-organization",
            
86
    "state": "active",
86
    "state": "active",
            
87
    "title": "No Organization",
87
    "title": "No Organization",
            
88
    "type": "organization"
88
    "type": "organization"
            
89
  },
89
  },
            
90
  "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
90
  "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            
91
  "private": false,
91
  "private": false,
            
92
  "relationships_as_object": [],
92
  "relationships_as_object": [],
            
93
  "relationships_as_subject": [],
93
  "relationships_as_subject": [],
            
t
94
  "resources": [],
t
94
  "resources": [
            
95
    {
            
96
      "cache_last_updated": null,
            
97
      "cache_url": null,
            
98
      "created": "2024-12-03T10:49:30",
            
99
      "data": [
            
100
        "dcterms:title",
            
101
        "dcterms:accessRights",
            
102
        "dcterms:creator",
            
103
        "dcterms:description",
            
104
        "dcterms:issued",
            
105
        "dcterms:language",
            
106
        "dcterms:identifier",
            
107
        "dcat:theme",
            
108
        "dcterms:type",
            
109
        "dcat:keyword",
            
110
        "dcat:landingPage",
            
111
        "dcterms:hasVersion",
            
112
        "dcterms:format",
            
113
        "mls:task",
            
114
        "datacite:isDescribedBy"
            
115
      ],
            
116
      "description": "The json representation of the dataset with its 
            
117
distributions based on DCAT.",
            
118
      "format": "JSON",
            
119
      "hash": "",
            
120
      "id": "c9d01922-443d-415e-815e-ed8324180ce6",
            
121
      "last_modified": "2024-12-03T09:51:10.623179",
            
122
      "metadata_modified": "2024-12-03T09:51:10.633839",
            
123
      "mimetype": "application/json",
            
124
      "mimetype_inner": null,
            
125
      "name": "Original Metadata",
            
126
      "package_id": "ef1685cd-87bd-41b1-86bc-62a5f5295d37",
            
127
      "position": 0,
            
128
      "resource_type": null,
            
129
      "size": 1147,
            
130
      "state": "active",
            
131
      "url": 
            
132
resource/c9d01922-443d-415e-815e-ed8324180ce6/download/metadata.json",
            
133
      "url_type": "upload"
            
134
    }
            
135
  ],
            
95
  "services_used_list": "",
136
  "services_used_list": "",
            
96
  "state": "active",
137
  "state": "active",
            
97
  "tags": [
138
  "tags": [
            
98
    {
139
    {
            
99
      "display_name": "Graph Neural Networks",
140
      "display_name": "Graph Neural Networks",
            
100
      "id": "8c619694-1a66-4a7d-bcda-bb2d6265d082",
141
      "id": "8c619694-1a66-4a7d-bcda-bb2d6265d082",
            
101
      "name": "Graph Neural Networks",
142
      "name": "Graph Neural Networks",
            
102
      "state": "active",
143
      "state": "active",
            
103
      "vocabulary_id": null
144
      "vocabulary_id": null
            
104
    },
145
    },
            
105
    {
146
    {
            
106
      "display_name": "Node Classification",
147
      "display_name": "Node Classification",
            
107
      "id": "1eec1928-5e8f-4f6d-8653-44f6362c4676",
148
      "id": "1eec1928-5e8f-4f6d-8653-44f6362c4676",
            
108
      "name": "Node Classification",
149
      "name": "Node Classification",
            
109
      "state": "active",
150
      "state": "active",
            
110
      "vocabulary_id": null
151
      "vocabulary_id": null
            
111
    },
152
    },
            
112
    {
153
    {
            
113
      "display_name": "Open-Set Classification",
154
      "display_name": "Open-Set Classification",
            
114
      "id": "c303481b-83c3-43dc-bff0-589d5a782b75",
155
      "id": "c303481b-83c3-43dc-bff0-589d5a782b75",
            
115
      "name": "Open-Set Classification",
156
      "name": "Open-Set Classification",
            
116
      "state": "active",
157
      "state": "active",
            
117
      "vocabulary_id": null
158
      "vocabulary_id": null
            
118
    },
159
    },
            
119
    {
160
    {
            
120
      "display_name": "Proxy Unknowns",
161
      "display_name": "Proxy Unknowns",
            
121
      "id": "0902fa72-c173-4970-b62f-08d3b92632a3",
162
      "id": "0902fa72-c173-4970-b62f-08d3b92632a3",
            
122
      "name": "Proxy Unknowns",
163
      "name": "Proxy Unknowns",
            
123
      "state": "active",
164
      "state": "active",
            
124
      "vocabulary_id": null
165
      "vocabulary_id": null
            
125
    }
166
    }
            
126
  ],
167
  ],
            
127
  "title": "G2P xy: Generative Open-Set Node Classification on Graphs 
168
  "title": "G2P xy: Generative Open-Set Node Classification on Graphs 
            
128
with Proxy Unknowns",
169
with Proxy Unknowns",
            
129
  "type": "dataset",
170
  "type": "dataset",
            
130
  "version": ""
171
  "version": ""
            
131
}
172
}