CV

PhD

Case Western Reserve University

Computer Science

Master of Science

New York University

Computer Engineering

Bachelor of Engineering

Hunan University

Digital Media Technology (a computer vision, human-computer interaction and video game specialized Software Engineering)

Research Intern

NYU Game Innovation Lab

Explored the research and methods for creative AI for video games, specifically focusing on developing game-play agents.

• Developed a PPO-based agent for Street Fighter II using deep reinforcement learning
• Extended Stable-Baselines3 to support auxiliary objectives and multi-modal inputs

M.S. Lab Member

NYU CAN Lab

Worked on a master project exploring Sensorimotor Control and Reinforcement Learning methods.

• Proposed a state-augmentation mechanism to explain CNS's adaptability

Research and Development Engineer

AsiaInfo Technology

Worked as a QA group member on the CTDI (EDR) project, focusing on performance testing and enhancement.

• Improved project efficiency by optimizing server and probe performance

Research Technician

Institute of Computing Technology, Chinese Academy of Sciences

Developed a computer vision algorithm using MATLAB and Locality Sensitivity Hashing to retrieve similar images from a large dataset.

Longctx Benchmark V2 for Large Language Models

Developing an advanced benchmark of long-context capable approaches for large language models.

Fancy Play Agent

Developed a PPO Deep Reinforcement Learning model as a game-play agent for Street Fighter II. Extended Stable-Baselines3 to support auxiliary objectives and multi-modal inputs.

• Designed curriculum learning for improving agent performance

Simulation for Sensorimotor Control

Proposed a state-augmentation mechanism to explain the CNS's ability to adapt to unknown system dynamics in a force field.

Majorization Method for Sparse Logistic Regression

Applied Majorization methods to calculate the quadratic upper bound for the log-likelihood objective function with L1 norm and compared optimization techniques.

Deep Learning Approach of Suit Classification Recognition

Textile Research Journal

Research paper on applying deep learning techniques to suit classification and recognition.