My interests lie in efficient world models, human–computer interaction, and data mining. I am interested in making AI both more computationally efficient and more useful to people—from efficient video generation to interactive systems that support creativity and communication.
Ultimately, I hope to develop AI technologies that serve people and make their benefits more widely accessible.
Research Interests
Efficient World Models: linear attention and efficient video generation.
Human–Computer Interaction: human–AI collaboration, interactive storytelling, and communication.
Data Mining: time-series forecasting and spatio-temporal modeling for cloud workloads.
Designed and built an LLM-powered storytelling prototype for exploring canon and fan fiction, comparing story states, and creating grounded “What-If” branches. This work led to FANVERSE, accepted to the NeurIPS 2026 Creative AI Track.
HCI for Sports. Developing an AI-mediated interactive system to improve communication between coaches and athletes. My work includes requirements analysis, interaction design, and full-stack prototyping. Planned submission to IMWUT in 2027.
Efficient World Models. Studying linear attention for efficient video generation, with the aim of reducing computational and memory costs. This work led to LinMorph, which learns to transform pretrained attention weights into linear-attention modules. Submitted to ICLR 2027 · Under review.
Studied time-series prediction for cloud resource scheduling, including system state, spatio-temporal dependencies, and forecast uncertainty. Contributed to the evaluation of STDPS, published in IEEE Transactions on Services Computing.
2024Honorable Mention, COMAP Mathematical Contest in Modeling
Life
Outside research, I enjoy badminton, good food, travel, and visits to museums and aquariums. Social practice has also taken me to communities and places across China.
Social Practice
01Group photo · Heshan, Guangdong
Heshan: Culture and Rural Revitalization
(山海踏歌行 · 揽鹤山风物,谱振兴新篇)
I co-organized an SJTU social practice project in Heshan, Guangdong, exploring local heritage and rural revitalization.
Project award: Grand Award (university level) · My role: One of the organizers