Project Title: Ego-View Drone Video Understanding for Scene Understanding

Faculty Mentor: Prof. Xiaowen Chu

Students: Yehua Huang, Zebin Chen

Project Title: Enhancing Reasoning in Large Language Models: Data, Algorithms,and Applications

Faculty Mentor: Prof. Jia Li

Student: Bowen Liu

Project Title: Speeding Up Your LLMs: Advancing Speculative Decoding

Faculty Mentor: Prof. Jia Li

Student: Han Xiao

Project Title: Agentic Design for High-Quality Math Data Generation and Evaluation

Faculty Mentor: Prof. Jiaheng Wei

Student: Yilin Liu

Project Title: Robust supervised fine-tuning on noisy LLM alignment data

Faculty Mentor: Prof. Jiaheng Wei

Student: Zhouan Shen

Project Title: Efficient LLM Training via High-Quality Data Selection

Faculty Mentor: Prof. Jiaheng Wei

Student: Keyu Hu

Project Title: Human-AI Collaborative Sample Selection Framework

Faculty Mentor: Prof. Weikai Yang

Student: Mingyang Yu

Project Title: Exploration the brain activities during memory retrieval

Faculty Mentor: Prof. Zixin Zhong

Student: Sze Lai

Project Title: Reinforcement learning: theory and application

Faculty Mentor: Prof. Zixin Zhong

Student: Daoyuan Guo

Project Title: AscendFlow Law

Faculty Mentor: Prof. Jing Tang

Student: Zehan Lu

Project Title: Exploring Reasoning Models as Textual World Models

Faculty Mentor: Prof. Yuyu Luo

Student: Xingjian Li

Project Title: LinguaSQL: Unlocking NL2SQL Potential Through Multilingual and Multi-Dialect Prompting

Faculty Mentor: Prof. Yuyu Luo

Student: Ocean Kun Hei Ou

Project Title: Efficient and Controllable AIGC with Diffusion Models

Faculty Mentor: Prof. Zeke Xie

Student: Zhenzhuo Li