Portfolio item number 1
Short description of portfolio item number 1
Read more
Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2 Read more
projects
Big Data
Published:
At Google, I process big data, design new criteria to distinguish legal Chinese websites, and try to improve the search quality for Chinese websites. Read more
Online MDP with Nonstationary Environment
Published:
At Harvard, I design a parameter-free algorithm for non-stationary online MDP with full-information feedback and achieve optimal dynamic regret. Read more
Online robust control in smart grid
Published:
Design an online robust control algorithm for smart grids. The algorithm reduces the cost of the smart grid or the pollution during the energy generation with theoretical guarantee by using a battery. Read more
Understanding Rank Collapse in Offline Reinforcement Learning
Published:
Understand the current rank collapse theory in offline RL and try to design a new theory that better aligns with reality. Read more
Facilities To defend Against Adversarial Attack
Published:
Adopt different kinds of facilities - physical, and algorithmic facilities with market mechanisms to defend against the risk caused by AI. Read more
Download here
Understanding relation prediction in Auto-Driving
Published:
The deadlock or crash of cars cannot be completely solved by current relation prediction module. We detect where it happens and why, with improvement on it. Read more
Debias in Pre-trained Language models
Published:
Bias and stereotypes in large models increase the risk of NLP applications, and we want to tackle it from a new viewpoint - multitasks with the Pareto Frontier. Read more
publications
Defending Against Adversarial Attacks by Energy Storage Facility
Published in IEEE Power & Energy Society General Meeting, 2022
Download here
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown! Read more
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field. Read more
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post. Read more
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post. Read more