Cong Liu
Appearances by year
- Percona Live
- PyTorch Conference
Talks
| Date | Event | Conference | Role | Title | Links |
|---|---|---|---|---|---|
| Oct 22, 2025 | PyTorch Conference 2025 | PyTorch Conference | poster | Poster Presentations: Generative & Large Models as Google Beyond One-Size-Fits-All: Building Domain-Specific Language Models With PyTorch - Mayank Kumar, DeepTempo Double LLM RAG Accuracy by Adding GNNs - Serge Panev,…Show lessBeyond One-Size-Fits-All: Building Domain-Specific Language Models With PyTorch - Mayank Kumar, DeepTempo Double LLM RAG Accuracy by Adding GNNs - Serge Panev, NVIDIA Serving Transformers at Scale: KV-Cache-Aware Routing for PyTorch Inference - Maroon Ayoub, IBM & Tyler Michael Smith, Red Hat... | |
| Oct 22, 2025 | PyTorch Conference 2025 | PyTorch Conference | speaker | Serving PyTorch LLMs at Scale: Disaggregated Inference With Kubernetes and Llm-d as Google As PyTorch-based LLMs scale in complexity and user concurrency, their inference demands diverge across stages. Prefill is compute-heavy; decode is…Show lessAs PyTorch-based LLMs scale in complexity and user concurrency, their inference demands diverge across stages. Prefill is compute-heavy; decode is latency-sensitive. In this talk, we introduce a disaggregated serving pattern for PyTorch LLMs using llm-d—a Kubernetes-native, open-source framework... | |
| May 28, 2019 | Percona Live Open Source Database Conference 2019 | Percona Live | speaker | Making HTAP Real with TiFlash -- A TiDB Native Columnar Extension as PingCAP From the very beginning, TiDB was designed with the combination of Hybrid Transactional and Analytical Processing (HTAP) workloads in mind. However, since TiKV…Show lessFrom the very beginning, TiDB was designed with the combination of Hybrid Transactional and Analytical Processing (HTAP) workloads in mind. However, since TiKV stores data in a row-oriented fashion, you may have been left wondering how well suited that is for analytics? |
Frequent co-speakers
| Speaker | Shared events | Shared talks | Last together |
|---|---|---|---|
| Maroon Ayoub | 1 | 2 | 2025 |
| Albin Joy | 1 | 1 | 2025 |
| Amal Joe R S | 1 | 1 | 2025 |
| Andrew Or | 1 | 1 | 2025 |
| Angela Yi | 1 | 1 | 2025 |
| Apurva Jain | 1 | 1 | 2025 |
| Bhavya Shah | 1 | 1 | 2025 |
| Can Balioglu | 1 | 1 | 2025 |
| Carlos Costa | 1 | 1 | 2025 |
| Daniel Han | 1 | 1 | 2025 |
| Daniel Haziza | 1 | 1 | 2025 |
| Eikan Wang | 1 | 1 | 2025 |
| Henry Tsang | 1 | 1 | 2025 |
| Jerry Zhang | 1 | 1 | 2025 |
| Joel Schlosser | 1 | 1 | 2025 |
Speakers with the same name are merged into one entry, so this page may combine more than one person. Affiliations are shown as each conference listed them.