Gang Liao

ML Infra @ Meta • Previously: TikTok / Microsoft Research / Baidu Research • Data ⇄ Infra ⇆ ML/LLM

Hey there! Thanks for visiting. 👋

I’m a Research Scientist at Meta, working on ML inference systems, model/infra codesign, AI accelerator optimization, and agentic systems. I hold a Ph.D. in DB & Systems from the University of Maryland (Daniel Abadi) and an M.S. in HPC from KAUST (David Keyes).

ML Serving, Inference & AI Hardware
Agentic kernel & performance optimization (KernelEvolve, ISCA'26) across NVIDIA · AMD · custom ASIC accelerators (MTIA)
@ Meta
Post-Training & Agentic RL
Post-training optimization · agentic RL infrastructure
@ Meta
Data Infrastructure
KV stores · ML column stores (Bullion, CIDR'25) · file systems (FileScale, SoCC'23) · schema evolution (BullFrog, SIGMOD'21) · HTAP · vector databases
@ Meta · ByteDance · Microsoft Research
Training Frameworks
Core contributor to PaddlePaddle distributed parallel deep learning training (LLM) framework
@ Baidu Research