Yuqing Yang
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| title | conference | date |
|---|---|---|
| AVA: Towards Agentic Video Analytics with Vision Language Models | NSDI '26 | 2026-05-04 |
AVA builds an Event Knowledge Graphs index from long streams by windowed captioning with a 7B VLM (e.g., ChainOne VL), semantic merging via BLEU/BERT-like… | ||
| Ladder: Enabling Efficient Low-Precision Deep Learning Computing through... | 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24) | 2024-07-10 |
Ladder is a compiler that represents evolving low‑bit formats as a first‑class tType and exposes four concrete tensor transforms (slice/map/convert/pad) to… | ||
| Parrot: Efficient Serving of LLM-based Applications with Semantic Variable | 18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24) | 2024-07-10 |
Parrot is an LLM-serving system that exposes Semantic Variable annotations so the service sees the dataflow across multiple prompt requests and can do… | ||
| VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed... | OSDI 2023 | 2023-07-10 |
VBase identifies a property called relaxed monotonicity that lets approximate nearest-neighbor indices serve as termination checks for SQL-style queries… | ||
| Optimizing Dynamic Neural Networks with Brainstorm | OSDI 2023 | 2023-07-10 |
Brainstorm introduces Cell as the sub-tensor routing unit and Router as a programmable dispatch operator, collects fine-grained runtime profiles, and applies… | ||
| PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training | USENIX ATC '22 | 2022-07-11 |
PilotFish co-locates deep learning training with cloud gaming, hooks DirectX/OpenGL to capture idle GPU periods in sub-millisecond granularity, and schedules… | ||
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