DATA Lab Northeastern

Videos by members of the Northeastern DATA lab

HITSNDIFFS: From Truth Discovery to Ability Discovery (ICDE 2024)
HITSNDIFFS: From Truth Discovery to Ability Discovery (ICDE 2024)
Minimally Factorizing the Provenance of Self-Join Free Conjunctive Queries (PODS 2024)
Minimally Factorizing the Provenance of Self-Join Free Conjunctive Queries (PODS 2024)
A Unified Approach for Resilience and Causal Responsibility with ILP & LP Relaxations (SIGMOD 2024)
A Unified Approach for Resilience and Causal Responsibility with ILP & LP Relaxations (SIGMOD 2024)
Relational Diagrams, Query Patterns, Pattern Expressiveness of Relational Languages (SIGMOD 2024)
Relational Diagrams, Query Patterns, Pattern Expressiveness of Relational Languages (SIGMOD 2024)
SANTOS: Relationship-based Semantic Table Union Search
SANTOS: Relationship-based Semantic Table Union Search
Efficient Computation of Quantiles over Joins (PODS 2023): 18min
Efficient Computation of Quantiles over Joins (PODS 2023): 18min
Toward Responsive DBMS (ICDE 2022 tutorial): Part 1 Introduction
Toward Responsive DBMS (ICDE 2022 tutorial): Part 1 Introduction
Toward Responsive DBMS (ICDE 2022 tutorial): Part 3 Acyclic Queries & Enumeration
Toward Responsive DBMS (ICDE 2022 tutorial): Part 3 Acyclic Queries & Enumeration
Toward Responsive DBMS (ICDE 2022 tutorial): Part 7 Conclusions
Toward Responsive DBMS (ICDE 2022 tutorial): Part 7 Conclusions
Toward Responsive DBMS (ICDE 2022 tutorial): Part 6 Any-k or Ranked Enumeration
Toward Responsive DBMS (ICDE 2022 tutorial): Part 6 Any-k or Ranked Enumeration
Toward Responsive DBMS (ICDE 2022 tutorial): Part 5 Dynamic Programming & Semirings
Toward Responsive DBMS (ICDE 2022 tutorial): Part 5 Dynamic Programming & Semirings
Toward Responsive DBMS (ICDE 2022 tutorial): Part 4 Factorization
Toward Responsive DBMS (ICDE 2022 tutorial): Part 4 Factorization
Toward Responsive DBMS (ICDE 2022 tutorial): Part 2 Tree Decompositions
Toward Responsive DBMS (ICDE 2022 tutorial): Part 2 Tree Decompositions
Conflict Resolution Trust Mappings presentation (SIGMOD 2010)
Conflict Resolution Trust Mappings presentation (SIGMOD 2010)
Beyond Equi-joins: Ranking, Enumeration and Factorization
Beyond Equi-joins: Ranking, Enumeration and Factorization
Tractable Orders for Direct Access to Ranked Answers of Conjunctive Queries (PODS 2021): 12min
Tractable Orders for Direct Access to Ranked Answers of Conjunctive Queries (PODS 2021): 12min
Tractable Orders for Direct Access to Ranked Answers of Conjunctive Queries (PODS 2021): 20min
Tractable Orders for Direct Access to Ranked Answers of Conjunctive Queries (PODS 2021): 20min
DomainNet: Homograph Detection for Data Lake Disambiguation
DomainNet: Homograph Detection for Data Lake Disambiguation
Optimal Algorithms for Ranked Enumeration of Answers to Full Conjunctive Queries (VLDB 2020)
Optimal Algorithms for Ranked Enumeration of Answers to Full Conjunctive Queries (VLDB 2020)
Optimal Join Algorithms meet Top-k: Part 3 (SIGMOD 2020 tutorial)
Optimal Join Algorithms meet Top-k: Part 3 (SIGMOD 2020 tutorial)
Optimal Join Algorithms meet Top-k: Part 2 (SIGMOD 2020 tutorial)
Optimal Join Algorithms meet Top-k: Part 2 (SIGMOD 2020 tutorial)
Optimal Join Algorithms meet Top-k: Part 1 (SIGMOD 2020 tutorial)
Optimal Join Algorithms meet Top-k: Part 1 (SIGMOD 2020 tutorial)
New Results for the Complexity of Resilience for Binary Conjunctive Queries w/ Self-Joins (PODS'20)
New Results for the Complexity of Resilience for Binary Conjunctive Queries w/ Self-Joins (PODS'20)
Factorized Graph Representations for Semi-Supervised Learning from Sparse Data (SIGMOD 2020)
Factorized Graph Representations for Semi-Supervised Learning from Sparse Data (SIGMOD 2020)