Bin Yao
Professor
Works on databases, big data analytics systems and data mining.
Bin Yao's lab at SJTU works on data management & big data. 20 papers since 2023, 10 at top venues, mostly VLDB Journal and SIGMOD. Applications close .
At a glance
- papers, 2023–2026
- 5/ year
- at T1 venues
- 50%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 2 papers2026 · T1 0 · collecting
- 8 papers2025 · T1 5
- 7 papers2024 · T1 3
- 3 papers2023 · T1 2
T1 venuesOtherVenues: VLDB Journal, SIGMOD, TKDE, HPCA, ICDE
Research focuspaper titles that use each topic's words
- Data management & big data0 papers
- databases0 papers
- data analytics0 papers
- big0 papers
- big data0 papers
Paper list
From DBLP.
20262 papers
20258 papers
- GeoInformaticaCLMTR: a generic framework for contrastive multi-modal trajectory representation learning (opens in a new tab)
- VLDB Journal (T1)Efficient top-k spatial-range-constrained approximate nearest neighbor search on geo-tagged high-dimensional vectors (opens in a new tab)
- Inf. Technol. Control.Embedding Numerical Features and Meta-Features in Tabular Deep Learning (opens in a new tab)
- Int. J. Inf. Comput. Secur.GESKI: a gas efficient structure for processing spatial keyword queries with hybrid storage architecture (opens in a new tab)
- TKDE (T1)Next Point-of-Interest Recommendation With Adaptive Graph Contrastive Learning (opens in a new tab)
- SIGMOD (T1)PGTuner: An Efficient Framework for Automatic and Transferable Configuration Tuning of Proximity Graphs (opens in a new tab)
- HPCA (T1)Predicting DRAM-Caused Risky VMs in Large-Scale Clouds (opens in a new tab)
- SIGMOD (T1)TRIM: Accelerating High-Dimensional Vector Similarity Search with Enhanced Triangle-Inequality-Based Pruning (opens in a new tab)
20247 papers
- Information SciencesDynamic heterogeneous attributed network embedding (opens in a new tab)
- ICDE (T1)Efficient Reverse k Approximate Nearest Neighbor Search Over High-Dimensional Vectors (opens in a new tab)
- ACM Trans. Knowl. Discov. DataEnhancing Heterogeneous Knowledge Graph Completion with a Novel GAT-based Approach (opens in a new tab)
- DASFAAStockCL: Selective Contrastive Learning for Stock Trend Forecasting via Learnable Concepts (opens in a new tab)
- VLDB Journal (T1)Sub-trajectory clustering with deep reinforcement learning (opens in a new tab)
- IEEE Trans. Mob. Comput.Time-Varying Resource Graph Based Processing on the Way for Space-Terrestrial Integrated Vehicle Networks (opens in a new tab)
- VLDB (T1)UNIFY: Unified Index for Range Filtered Approximate Nearest Neighbors Search (opens in a new tab)
20233 papers
- TKDE (T1)Cover Trees Revisited: Exploiting Unused Distance and Direction Information (opens in a new tab)
- Int. J. Inf. Comput. Secur.Enriching blockchain with spatial keyword query processing (opens in a new tab)
- VLDB Journal (T1)Learning-based query optimization for multi-probe approximate nearest neighbor search (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- DBLP
- Members
- Not collected
- Alumni
- Not collected
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