Yufei Ding
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| title | conference | date |
|---|---|---|
| GMI-DRL: Empowering Multi-GPU DRL with Adaptive-Grained Parallelism | USENIX ATC '25 | 2025-07-07 |
GMI-DRL introduces a sub-GPU abstraction called GPU Multiplexing Instance (GMI) plus an adaptive Coordinator and a specialized Communicator to map… | ||
| KPerfIR: Towards a Open and Compiler-centric Ecosystem for GPU Kernel Performance... | OSDI '25 | 2025-07-07 |
KPerfIR is a compiler‑centric infrastructure integrated into Triton that instruments a record op across a multi‑layer IR, adds compiler passes for automatic… | ||
| WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training | OSDI '25 | 2025-07-07 |
Analysis finds up to 1.4× GPU compute skew in Llama 3 400B traces and pins sources to pipeline-level packing and context-level sharding. The system implements… | ||
| OPER: Optimality-Guided Embedding Table Parallelization for Large-scale... | USENIX ATC 2024 | 2024-07-10 |
Claims a near-optimal planner and system that cut end-to-end DLRM embedding lookup cost using a heuristic search plus a distributed shared memory runtime and a… | ||
| TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUs | USENIX ATC '23 | 2023-07-10 |
TC-GNN implements a GPU pipeline that turns irregular GNN sparse ops into dense tiles processed on tensor cores, combining sparse graph translation with a… | ||
| MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication... | OSDI 2023 | 2023-07-10 |
MGG is a full-graph GNN runtime that implements a fine-grained dynamic software pipeline inside GPU kernels to overlap remote-label fetch, local neighbor… | ||
| Faith: An Efficient Framework for Transformer Verification on GPUs | USENIX ATC '22 | 2022-07-11 |
Faith implements a GPU framework that fuses bound-centric operations to cut redundant global memory accesses, loads weight once into shared memory, and… | ||
| Palleon: A Runtime System for Efficient Video Processing toward Dynamic Class Skew | USENIX ATC '21 | 2021-07-14 |
Palleon is a runtime system that detects dynamic class skew from prediction streams, uses early sampling and windowed switch detection, applies a Bayesian… | ||
| GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs | 15th USENIX Symposium on Operating Systems Design and Implementation (OSDI '21) | 2021-07-14 |
GNNAdvisor implements an adaptive GPU runtime that uses 2D workload management and community-aware node remapping plus a lightweight analytical model for… | ||
| Theory, Design, and Implementation of Projection-based Assertions for Quantum Debugging | PLanQC 2021 | 2021-06-22 |
Presents a concrete runtime testing method that inserts projection-based assertions as projective measurements, implements them on real gate-model devices by… | ||
| Projection-Based Runtime Assertions for Testing and Debugging Quantum Programs | OOPSLA 2020 | 2020-11-15 |
Proposes projection-based assertions that express quantum-state predicates more richly than classical patterns while enabling efficient runtime checks by… | ||
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