Rainer Gemulla

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 41

Top Venues

CoRR

Proc. VLDB Endow.

EMNLP

ACM Trans. Database Syst.

Dresden University of Technology, Germany (PHD)

Education History

Dresden University of Technology, Germany

PHD

Publications

Adrian Kochsiek, Rainer Gemulla
A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs. CoRR (2023)
Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl
Good Intentions: Adaptive Parameter Management via Intent Signaling. CIKM (2023)
Adrian Kochsiek, Apoorv Saxena, Inderjeet Nair, Rainer Gemulla
Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction. RepL4NLP@ACL (2023)
Adrian Kochsiek, Rainer Gemulla
A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs. EMNLP (Findings) (2023)
Adrian Kochsiek, Apoorv Saxena, Inderjeet Nair, Rainer Gemulla
Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction. CoRR (2023)
Apoorv Saxena, Adrian Kochsiek, Rainer Gemulla
Sequence-to-Sequence Knowledge Graph Completion and Question Answering. CoRR (2022)
Apoorv Saxena, Adrian Kochsiek, Rainer Gemulla
Sequence-to-Sequence Knowledge Graph Completion and Question Answering. ACL (1) (2022)
Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl
NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access. SIGMOD Conference (2022)
Adrian Kochsiek, Fritz Niesel, Rainer Gemulla
Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings. ECML/PKDD (2) (2022)
Adrian Kochsiek, Fritz Niesel, Rainer Gemulla
Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings. CoRR (2022)
Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl
Good Intentions: Adaptive Parameter Servers via Intent Signaling. CoRR (2022)
Alexander Renz-Wieland, Tobias Drobisch, Zoi Kaoudi, Rainer Gemulla, Volker Markl
Just Move It! Dynamic Parameter Allocation in Action. Proc. VLDB Endow. 14 (12) (2021)
Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl
Replicate or Relocate? Non-Uniform Access in Parameter Servers. CoRR (2021)
Adrian Kochsiek, Rainer Gemulla
Parallel Training of Knowledge Graph Embedding Models: A Comparison of Techniques. Proc. VLDB Endow. 15 (3) (2021)
Rainer Gemulla
Front Matter. Proc. VLDB Endow. 14 (9) (2021)
Daniel Ruffinelli, Samuel Broscheit, Rainer Gemulla
You CAN Teach an Old Dog New Tricks! On Training Knowledge Graph Embeddings. ICLR (2020)
Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl
Dynamic Parameter Allocation in Parameter Servers. CoRR (2020)
Alexander Renz-Wieland, Rainer Gemulla, Steffen Zeuch, Volker Markl
Dynamic Parameter Allocation in Parameter Servers. Proc. VLDB Endow. 13 (11) (2020)
Samuel Broscheit, Daniel Ruffinelli, Adrian Kochsiek, Patrick Betz, Rainer Gemulla
LibKGE - A knowledge graph embedding library for reproducible research. EMNLP (Demos) (2020)
Kiril Gashteovski, Rainer Gemulla, Bhushan Kotnis, Sven Hertling, Christian Meilicke
On Aligning OpenIE Extractions with Knowledge Bases: A Case Study. Eval4NLP (2020)
Andreas Look, Simona Doneva, Melih Kandemir, Rainer Gemulla, Jan Peters
Differentiable Implicit Layers. CoRR (2020)
Samuel Broscheit, Kiril Gashteovski, Yanjie Wang, Rainer Gemulla
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction. ACL (2020)
Kiril Gashteovski, Sebastian Wanner, Sven Hertling, Samuel Broscheit, Rainer Gemulla
OPIEC: An Open Information Extraction Corpus. CoRR (2019)
Alexander Renz-Wieland, Matthias Bertsch, Rainer Gemulla
Scalable Frequent Sequence Mining with Flexible Subsequence Constraints. ICDE (2019)
Kaustubh Beedkar, Rainer Gemulla, Wim Martens
A Unified Framework for Frequent Sequence Mining with Subsequence Constraints. ACM Trans. Database Syst. 44 (3) (2019)
Yanjie Wang, Samuel Broscheit, Rainer Gemulla
A Relational Tucker Decomposition for Multi-Relational Link Prediction. CoRR (2019)
Yanjie Wang, Daniel Ruffinelli, Rainer Gemulla, Samuel Broscheit, Christian Meilicke
On Evaluating Embedding Models for Knowledge Base Completion. RepL4NLP@ACL (2019)
Kaustubh Beedkar, Rainer Gemulla, Alexander Renz-Wieland
The DESQ Framework for Declarative and Scalable Frequent Sequence Mining. GI-Jahrestagung (2019)
Kiril Gashteovski, Sebastian Wanner, Sven Hertling, Samuel Broscheit, Rainer Gemulla
OPIEC: An Open Information Extraction Corpus. AKBC (2019)
Christian Meilicke, Manuel Fink, Yanjie Wang, Daniel Ruffinelli, Rainer Gemulla, Heiner Stuckenschmidt
Fine-Grained Evaluation of Rule- and Embedding-Based Systems for Knowledge Graph Completion. ISWC (1) (2018)
Yanjie Wang, Rainer Gemulla, Hui Li
On Multi-Relational Link Prediction With Bilinear Models. AAAI (2018)
Jonas Pfeiffer, Samuel Broscheit, Rainer Gemulla, Mathias Göschl
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval. BioNLP (2018)
Sebastian Michel, Rainer Gemulla, Ralf Schenkel, Theo Härder
Editorial. Datenbank-Spektrum 18 (2) (2018)
Yanjie Wang, Daniel Ruffinelli, Samuel Broscheit, Rainer Gemulla
On Evaluating Embedding Models for Knowledge Base Completion. CoRR (2018)
Christina Teflioudi, Rainer Gemulla
Exact and Approximate Maximum Inner Product Search with LEMP. ACM Trans. Database Syst. 42 (1) (2017)
Yanjie Wang, Rainer Gemulla, Hui Li
On Multi-Relational Link Prediction with Bilinear Models. CoRR (2017)
Kiril Gashteovski, Rainer Gemulla, Luciano Del Corro
MinIE: Minimizing Facts in Open Information Extraction. EMNLP (2017)
Stefan Neumann, Rainer Gemulla, Pauli Miettinen
What You Will Gain By Rounding: Theory and Algorithms for Rounding Rank. CoRR (2016)
Kaustubh Beedkar, Rainer Gemulla
DESQ: Frequent Sequence Mining with Subsequence Constraints. ICDM (2016)
Kaustubh Beedkar, Rainer Gemulla
DESQ: Frequent Sequence Mining with Subsequence Constraints. CoRR (2016)
Stefan Neumann, Rainer Gemulla, Pauli Miettinen
What You Will Gain By Rounding: Theory and Algorithms for Rounding Rank. ICDM (2016)
Rainer Gemulla
Front Matter. Proc. VLDB Endow. 8 (11) (2015)
Kaustubh Beedkar, Klaus Berberich, Rainer Gemulla, Iris Miliaraki
Closing the Gap: Sequence Mining at Scale. ACM Trans. Database Syst. 40 (2) (2015)
Fabio Petroni, Luciano Del Corro, Rainer Gemulla
CORE: Context-Aware Open Relation Extraction with Factorization Machines. EMNLP (2015)
Rainer Gemulla
Data analysis at scale. it Inf. Technol. 57 (2) (2015)
Luciano Del Corro, Abdalghani Abujabal, Rainer Gemulla, Gerhard Weikum
FINET: Context-Aware Fine-Grained Named Entity Typing. EMNLP (2015)
Faraz Makari, Christina Teflioudi, Rainer Gemulla, Peter J. Haas, Yannis Sismanis
Shared-memory and shared-nothing stochastic gradient descent algorithms for matrix completion. Knowl. Inf. Syst. 42 (3) (2015)
Kaustubh Beedkar, Rainer Gemulla
LASH: Large-Scale Sequence Mining with Hierarchies. SIGMOD Conference (2015)
Christina Teflioudi, Rainer Gemulla, Olga Mykytiuk
LEMP: Fast Retrieval of Large Entries in a Matrix Product. SIGMOD Conference (2015)
Luciano Del Corro, Rainer Gemulla, Gerhard Weikum
Werdy: Recognition and Disambiguation of Verbs and Verb Phrases with Syntactic and Semantic Pruning. EMNLP (2014)
Lizhen Qu, Yi Zhang, Rui Wang, Lili Jiang, Rainer Gemulla, Gerhard Weikum
Senti-LSSVM: Sentiment-Oriented Multi-Relation Extraction with Latent Structural SVM. Trans. Assoc. Comput. Linguistics 2 (2014)
Pratanu Roy, Jens Teubner, Rainer Gemulla
Low-Latency Handshake Join. Proc. VLDB Endow. 7 (9) (2014)
Dóra Erdös, Rainer Gemulla, Evimaria Terzi
Reconstructing Graphs from Neighborhood Data. ACM Trans. Knowl. Discov. Data 8 (4) (2014)
Iris Miliaraki, Klaus Berberich, Rainer Gemulla, Spyros Zoupanos
Mind the gap: large-scale frequent sequence mining. SIGMOD Conference (2013)
Luciano Del Corro, Rainer Gemulla
ClausIE: clause-based open information extraction. WWW (2013)
Kaustubh Beedkar, Luciano Del Corro, Rainer Gemulla
Fully Parallel Inference in Markov Logic Networks. BTW (2013)
Faraz Makari Manshadi, Baruch Awerbuch, Rainer Gemulla, Rohit Khandekar, Julián Mestre, Mauro Sozio
A Distributed Algorithm for Large-Scale Generalized Matching. Proc. VLDB Endow. 6 (9) (2013)
Rainer Gemulla, Peter J. Haas, Wolfgang Lehner
Non-uniformity issues and workarounds in bounded-size sampling. VLDB J. 22 (6) (2013)
Dóra Erdös, Rainer Gemulla, Evimaria Terzi
Reconstructing Graphs from Neighborhood Data. ICDM (2012)
Christina Teflioudi, Faraz Makari, Rainer Gemulla
Distributed Matrix Completion. ICDM (2012)
Lizhen Qu, Rainer Gemulla, Gerhard Weikum
A Weakly Supervised Model for Sentence-Level Semantic Orientation Analysis with Multiple Experts. EMNLP-CoNLL (2012)
Mohamed Y. Eltabakh, Yuanyuan Tian, Fatma Özcan, Rainer Gemulla, Aljoscha Krettek, John McPherson
CoHadoop: Flexible Data Placement and Its Exploitation in Hadoop. Proc. VLDB Endow. 4 (9) (2011)
Rainer Gemulla, Erik Nijkamp, Peter J. Haas, Yannis Sismanis
Large-scale matrix factorization with distributed stochastic gradient descent. KDD (2011)
Benjamin Schlegel, Rainer Gemulla, Wolfgang Lehner
Memory-efficient frequent-itemset mining. EDBT (2011)
Kevin S. Beyer, Vuk Ercegovac, Rainer Gemulla, Andrey Balmin, Mohamed Y. Eltabakh, Carl-Christian Kanne, Fatma Özcan, Eugene J. Shekita
Jaql: A Scripting Language for Large Scale Semistructured Data Analysis. Proc. VLDB Endow. 4 (12) (2011)
Benjamin Schlegel, Rainer Gemulla, Wolfgang Lehner
Fast integer compression using SIMD instructions. DaMoN (2010)
Sudipto Das, Yannis Sismanis, Kevin S. Beyer, Rainer Gemulla, Peter J. Haas, John McPherson
Ricardo: integrating R and Hadoop. SIGMOD Conference (2010)
Benjamin Schlegel, Rainer Gemulla, Wolfgang Lehner
k-ary search on modern processors. DaMoN (2009)
Kevin S. Beyer, Rainer Gemulla, Peter J. Haas, Berthold Reinwald, Yannis Sismanis
Distinct-value synopses for multiset operations. Commun. ACM 52 (10) (2009)
Philipp Rösch, Rainer Gemulla, Wolfgang Lehner
Designing Random Sample Synopses with Outliers. ICDE (2008)
Rainer Gemulla, Philipp Rösch, Wolfgang Lehner
Linked Bernoulli Synopses: Sampling along Foreign Keys. SSDBM (2008)
Rainer Gemulla, Wolfgang Lehner
Sampling time-based sliding windows in bounded space. SIGMOD Conference (2008)
Rainer Gemulla, Wolfgang Lehner, Peter J. Haas
Maintaining bounded-size sample synopses of evolving datasets. VLDB J. 17 (2) (2008)
Rainer Gemulla, Wolfgang Lehner, Peter J. Haas
On reservoir sampling with deletions. Monde des Util. Anal. Données 36 (2007)
Rainer Gemulla, Wolfgang Lehner, Peter J. Haas
Maintaining bernoulli samples over evolving multisets. PODS (2007)
Kevin S. Beyer, Peter J. Haas, Berthold Reinwald, Yannis Sismanis, Rainer Gemulla
On synopses for distinct-value estimation under multiset operations. SIGMOD Conference (2007)
Anja Klein, Rainer Gemulla, Philipp Rösch, Wolfgang Lehner
Derby/S: a DBMS for sample-based query answering. SIGMOD Conference (2006)
Rainer Gemulla, Wolfgang Lehner, Peter J. Haas
A Dip in the Reservoir: Maintaining Sample Synopses of Evolving Datasets. VLDB (2006)
Rainer Gemulla, Wolfgang Lehner
Deferred Maintenance of Disk-Based Random Samples. EDBT (2006)
Rainer Gemulla, Henrike Berthold, Wolfgang Lehner
Hierarchical Group-Based Sampling. BNCOD (2005)
Rainer Gemulla, Henrike Berthold, Wolfgang Lehner
Hierarchisches gruppenbasiertes Sampling. Inform. Forsch. Entwickl. 20 (1-2) (2005)
Sven Schmidt, Rainer Gemulla, Wolfgang Lehner
XML Stream Processing Quality. Xsym (2003)

Rainer Gemulla.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Rainer Gemulla