{"id":"https://openalex.org/W2920008855","doi":"https://doi.org/10.18653/v1/n19-1337","title":"Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications","display_name":"Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2920008855","doi":"https://doi.org/10.18653/v1/n19-1337","mag":"2920008855"},"language":"en","primary_location":{"id":"doi:10.18653/v1/n19-1337","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n19-1337","pdf_url":"https://aclanthology.org/N19-1337.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 Conference of the North","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/N19-1337.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022655234","display_name":"Pouya Pezeshkpour","orcid":"https://orcid.org/0009-0002-7055-0035"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I2799537086","display_name":"Manchester Airport","ror":"https://ror.org/01wbcv120","country_code":"GB","type":"other","lineage":["https://openalex.org/I2799537086"]},{"id":"https://openalex.org/I4210128665","display_name":"ISCO International (United States)","ror":"https://ror.org/03p9zdb14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210128665"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Pouya Pezeshkpour","raw_affiliation_strings":["Al Jazira Club, playsFor,","Boulia Airport National Union(Israel), isLocatedIn, Jerusalem","Brisbane Airport, isConnectedTo, Boulia Airport Osman Ozk\u00f6yl\u00fc, isPoliticianOf, Boulia Airport Jalna District, isLocatedIn, India United States, hasWonPrize, India","ConvE Brisbane Airport, isConnectedTo, Boulia Airport Victoria Wood, wasBornIn,","Gmina Krzeszyce, hasGender, Amsterdam Princess Henriette, hasChild,","Quincy Promes, wasBornIn, Amsterdam","University of California Irvine, CA","Violante Bavaria","isAffiliatedTo, Jerusalem"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Al Jazira Club, playsFor,","institution_ids":[]},{"raw_affiliation_string":"Boulia Airport National Union(Israel), isLocatedIn, Jerusalem","institution_ids":[]},{"raw_affiliation_string":"Brisbane Airport, isConnectedTo, Boulia Airport Osman Ozk\u00f6yl\u00fc, isPoliticianOf, Boulia Airport Jalna District, isLocatedIn, India United States, hasWonPrize, India","institution_ids":["https://openalex.org/I4210128665"]},{"raw_affiliation_string":"ConvE Brisbane Airport, isConnectedTo, Boulia Airport Victoria Wood, wasBornIn,","institution_ids":["https://openalex.org/I2799537086"]},{"raw_affiliation_string":"Gmina Krzeszyce, hasGender, Amsterdam Princess Henriette, hasChild,","institution_ids":[]},{"raw_affiliation_string":"Quincy Promes, wasBornIn, Amsterdam","institution_ids":[]},{"raw_affiliation_string":"University of California Irvine, CA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"Violante Bavaria","institution_ids":[]},{"raw_affiliation_string":"isAffiliatedTo, Jerusalem","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035506960","display_name":"Yifan Tian","orcid":"https://orcid.org/0009-0006-1407-0669"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I2799537086","display_name":"Manchester Airport","ror":"https://ror.org/01wbcv120","country_code":"GB","type":"other","lineage":["https://openalex.org/I2799537086"]},{"id":"https://openalex.org/I4210128665","display_name":"ISCO International (United States)","ror":"https://ror.org/03p9zdb14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210128665"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Yifan Tian","raw_affiliation_strings":["Al Jazira Club, playsFor,","Boulia Airport National Union(Israel), isLocatedIn, Jerusalem","Brisbane Airport, isConnectedTo, Boulia Airport Osman Ozk\u00f6yl\u00fc, isPoliticianOf, Boulia Airport Jalna District, isLocatedIn, India United States, hasWonPrize, India","ConvE Brisbane Airport, isConnectedTo, Boulia Airport Victoria Wood, wasBornIn,","Gmina Krzeszyce, hasGender, Amsterdam Princess Henriette, hasChild,","Quincy Promes, wasBornIn, Amsterdam","University of California Irvine, CA","Violante Bavaria","isAffiliatedTo, Jerusalem"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Al Jazira Club, playsFor,","institution_ids":[]},{"raw_affiliation_string":"Boulia Airport National Union(Israel), isLocatedIn, Jerusalem","institution_ids":[]},{"raw_affiliation_string":"Brisbane Airport, isConnectedTo, Boulia Airport Osman Ozk\u00f6yl\u00fc, isPoliticianOf, Boulia Airport Jalna District, isLocatedIn, India United States, hasWonPrize, India","institution_ids":["https://openalex.org/I4210128665"]},{"raw_affiliation_string":"ConvE Brisbane Airport, isConnectedTo, Boulia Airport Victoria Wood, wasBornIn,","institution_ids":["https://openalex.org/I2799537086"]},{"raw_affiliation_string":"Gmina Krzeszyce, hasGender, Amsterdam Princess Henriette, hasChild,","institution_ids":[]},{"raw_affiliation_string":"Quincy Promes, wasBornIn, Amsterdam","institution_ids":[]},{"raw_affiliation_string":"University of California Irvine, CA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"Violante Bavaria","institution_ids":[]},{"raw_affiliation_string":"isAffiliatedTo, Jerusalem","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005779128","display_name":"Sameer Singh","orcid":"https://orcid.org/0000-0003-0621-6323"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I2799537086","display_name":"Manchester Airport","ror":"https://ror.org/01wbcv120","country_code":"GB","type":"other","lineage":["https://openalex.org/I2799537086"]},{"id":"https://openalex.org/I4210128665","display_name":"ISCO International (United States)","ror":"https://ror.org/03p9zdb14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210128665"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Sameer Singh","raw_affiliation_strings":["Al Jazira Club, playsFor,","Boulia Airport National Union(Israel), isLocatedIn, Jerusalem","Brisbane Airport, isConnectedTo, Boulia Airport Osman Ozk\u00f6yl\u00fc, isPoliticianOf, Boulia Airport Jalna District, isLocatedIn, India United States, hasWonPrize, India","ConvE Brisbane Airport, isConnectedTo, Boulia Airport Victoria Wood, wasBornIn,","Gmina Krzeszyce, hasGender, Amsterdam Princess Henriette, hasChild,","Quincy Promes, wasBornIn, Amsterdam","University of California Irvine, CA","Violante Bavaria","isAffiliatedTo, Jerusalem"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Al Jazira Club, playsFor,","institution_ids":[]},{"raw_affiliation_string":"Boulia Airport National Union(Israel), isLocatedIn, Jerusalem","institution_ids":[]},{"raw_affiliation_string":"Brisbane Airport, isConnectedTo, Boulia Airport Osman Ozk\u00f6yl\u00fc, isPoliticianOf, Boulia Airport Jalna District, isLocatedIn, India United States, hasWonPrize, India","institution_ids":["https://openalex.org/I4210128665"]},{"raw_affiliation_string":"ConvE Brisbane Airport, isConnectedTo, Boulia Airport Victoria Wood, wasBornIn,","institution_ids":["https://openalex.org/I2799537086"]},{"raw_affiliation_string":"Gmina Krzeszyce, hasGender, Amsterdam Princess Henriette, hasChild,","institution_ids":[]},{"raw_affiliation_string":"Quincy Promes, wasBornIn, Amsterdam","institution_ids":[]},{"raw_affiliation_string":"University of California Irvine, CA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"Violante Bavaria","institution_ids":[]},{"raw_affiliation_string":"isAffiliatedTo, Jerusalem","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.3737,"has_fulltext":true,"cited_by_count":68,"citation_normalized_percentile":{"value":0.95875064,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3336","last_page":"3347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9264220595359802},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6558007001876831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6507577300071716},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6176486611366272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47694626450538635},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.44895896315574646},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.44398391246795654},{"id":"https://openalex.org/keywords/computational-linguistics","display_name":"Computational linguistics","score":0.4220588803291321},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36392611265182495},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3441687226295471},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0765085220336914}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9264220595359802},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6558007001876831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6507577300071716},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6176486611366272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47694626450538635},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.44895896315574646},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.44398391246795654},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.4220588803291321},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36392611265182495},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3441687226295471},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0765085220336914},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/n19-1337","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n19-1337","pdf_url":"https://aclanthology.org/N19-1337.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 Conference of the North","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/n19-1337","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/n19-1337","pdf_url":"https://aclanthology.org/N19-1337.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 Conference of the North","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G269887369","display_name":"RI: Small: Modeling Multiple Modalities for Knowledge-Base Construction","funder_award_id":"1817183","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3506203934","display_name":"CRII: RI: Explaining Decisions of Black-box Models via Input Perturbations","funder_award_id":"1756023","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2920008855.pdf","grobid_xml":"https://content.openalex.org/works/W2920008855.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W205829674","https://openalex.org/W1533230146","https://openalex.org/W2026258420","https://openalex.org/W2112507308","https://openalex.org/W2127426251","https://openalex.org/W2127795553","https://openalex.org/W2144906988","https://openalex.org/W2150480892","https://openalex.org/W2156954687","https://openalex.org/W2169054943","https://openalex.org/W2180612164","https://openalex.org/W2184957013","https://openalex.org/W2247119764","https://openalex.org/W2250342289","https://openalex.org/W2250635077","https://openalex.org/W2283196293","https://openalex.org/W2432356473","https://openalex.org/W2460319482","https://openalex.org/W2463781041","https://openalex.org/W2597603852","https://openalex.org/W2612872092","https://openalex.org/W2619583282","https://openalex.org/W2728059831","https://openalex.org/W2738938906","https://openalex.org/W2740934577","https://openalex.org/W2745742138","https://openalex.org/W2751659852","https://openalex.org/W2754524185","https://openalex.org/W2759136286","https://openalex.org/W2766108848","https://openalex.org/W2768762802","https://openalex.org/W2774837955","https://openalex.org/W2775684663","https://openalex.org/W2788963265","https://openalex.org/W2798955995","https://openalex.org/W2803678876","https://openalex.org/W2803831897","https://openalex.org/W2890410208","https://openalex.org/W2891820987","https://openalex.org/W2891850145","https://openalex.org/W2898081668","https://openalex.org/W2962713901","https://openalex.org/W2963056065","https://openalex.org/W2963119656","https://openalex.org/W2963432357","https://openalex.org/W2963485453","https://openalex.org/W2963565598","https://openalex.org/W2963606508","https://openalex.org/W2963723885","https://openalex.org/W2964116313","https://openalex.org/W2964283260","https://openalex.org/W3007590609","https://openalex.org/W3101896416","https://openalex.org/W4288623528","https://openalex.org/W4300645216"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W2809283485","https://openalex.org/W4293768783"],"abstract_inverted_index":{"Pouya":[0],"Pezeshkpour,":[1],"Yifan":[2],"Tian,":[3],"Sameer":[4],"Singh.":[5],"Proceedings":[6],"of":[7,11,16],"the":[8,12,17],"2019":[9],"Conference":[10],"North":[13],"American":[14],"Chapter":[15],"Association":[18],"for":[19],"Computational":[20],"Linguistics:":[21],"Human":[22],"Language":[23],"Technologies,":[24],"Volume":[25],"1":[26],"(Long":[27],"and":[28],"Short":[29],"Papers).":[30],"2019.":[31]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}