Sheng'an Zheng
Tenured Track Associate Professor
Works on large model training and inference systems, distributed systems and memory and storage systems.
Sheng'an Zheng's lab at SJTU works on efficient training & inference, distributed, cloud & edge systems and large language models. 26 papers since 2023, 10 at top venues, mostly DAC and EuroSys. Applications close .
At a glance
- papers, 2023–2026
- 7/ year
- at T1 venues
- 38%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 7 papers2026 · T1 4 · collecting
- 8 papers2025 · T1 2
- 6 papers2024 · T1 2
- 5 papers2023 · T1 2
T1 venuesOtherVenues: DAC, EuroSys, ICDE, SIGMOD, VLDB
Research focuspaper titles that use each topic's words
- Efficient training & inference4 papers
- Distributed, cloud & edge systems3 papers
- Large language models1 paper
- large model0 papers
- model training0 papers
Paper list
From the lab homepage.
20267 papers
- SIGMOD (T1)DART: A Lock-free Two-layer Hashed ART Index for Disaggregated Memory
- TCHigh-Performance and Cache-Efficiency Adaptive Radix Tree for Disaggregated Memory
- VLDB (T1)Kirin: Efficient In-Storage Learned Compaction for LSM-Trees via System-Algorithm Co-Design
- DAC (T1)Marlin: I/O-Efficient Prefix KV Cache Retrieval for Long-Prefix LLM Serving
- ATCPlurio: Scaling Microkernel-based Operating System via Service Localization and Memory Pooling
- DAC (T1)Prism: Reducing Arithmetic for High-Recall Approximate Nearest Neighbor Search on Processing-in-Memory
- TACOSwitchFS: Exploiting Persistent Memory Bandwidth in Cluster via Learning-based I/O Path Selection
20258 papers
- TACOAccelerating Verifiable Queries over Blockchain Database System Using Processing-in-memory
- EuroSys (T1)Chrono: Meticulous Hotness Measurement and Flexible Page Migration for Memory Tiering
- Euro-ParCSGC: Collaborative File System Garbage Collection with Computational Storage
- TACOFusionFS: A Contention-Resilient File System for Persistent CPU Caches
- TPDSPimBeam: Efficient Regular Path Queries over Graph Database Using Processing-in-Memory
- TCADShiro: Efficient and Accurate In-Storage Data Lifetime Separation for NAND Flash SSDs
- DAC (T1)Sphinx: A High-Performance Hybrid Index for Disaggregated Memory with Succinct Filter Cache
- DATETxISC: Transactional File Processing in Computational SSDs
20246 papers
- DAC (T1)Accelerating Regular Path Queries over Graph Database with Processing-in-Memory
- ICDE (T1)Exploiting Persistent CPU Cache for Scalable Persistent Hash Index
- TCADPhoenix: A Dynamically Reconfigurable Hybrid Memory System Combining Caching and Migration
- TPDSRADAR: A Skew-resistant and Hotness-aware Ordered Index Design for Processing-in-memory Systems
- DASFAARedesigning Data and Metadata Updates in PM File Systems with Persistent CPU Caches
- TPDSRevisiting PM-based B+-Tree with Persistent CPU Cache
20235 papers
- DAC (T1)Bumblebee: A MemCache Design for Die-stacked and Off-chip Heterogeneous Memory Systems
- ICPPConflux: Exploiting Persistent Memory and RDMA Bandwidth via Adaptive I/O Mode Selection
- ICCDHeart: A Scalable, High-performance ART for Persistent Memory
- DAC (T1)Learning-based Data Separation for Write Amplification Reduction in Solid State Drives
- TOSTPFS: A High-Performance Tiered File System for Persistent Memories and Disks
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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