I will not talk to you before I see your CV and transcript, so no need to walk into my office.
Research scope: applications of LLMs, in-context learning, LLM learning theory, etc.
Preferred background: Students with solid background in LLMs are encouraged to apply.
Research scope: Nonconvex/stochastic/distributed optimization, learning theory for big models, online learning, distributionally-robust optimization, etc.
Preferred background: Students with solid background in mathematics/statistics/optimization are encouraged to apply.
Research scope: Reinforcement learning theory, multi-agent RL, robust RL, RL applications to broad engineering fields, etc.
Preferred background: Students with solid background in reinforcement learning/control are encouraged to apply.