About me

I am a third-year master’s degree student of Xiamen University, advised by Dr. Jinsong Su. I received my bachelor degree in School of Informatics, Xiamen University.

News

• [2025.09] 🎉 Our new work SPEC-RL: Accelerating On-Policy Reinforcement Learning via Speculative Rollouts is released!
  SPEC-RL introduces speculative decoding into RLVR, achieving 2–3× rollout acceleration without loss in reasoning accuracy.
  🔗 GitHub Repository | Project Page

Publications

EditEval: Towards Comprehensive and Automatic Evaluation for Text-guided Video Editing. ACM MM 2025 Regular Paper

Bingshuai Liu*, Ante Wang, Zijun Min, Chenyang Lyu, Longyue Wang, Zhihao Wang, Xu Han, Peng Li, Jinsong Su.

On the cultural gap in text-to-image generation. ECAI 2024

Bingshuai Liu*, Longyue Wang*, Chenyang Lyu, Yong Zhang, Jinsong Su, Shuming Shi, and Zhaopeng Tu.

Exploring Optimal Transport-Based Multi-Grained Alignments for Text-Molecule Retrieval. BIBM 2024 Regular Paper

Zijun Min*, Bingshuai Liu*, Liang Zhang, Jia Song, Jinsong Su, Song He, and Xiaochen Bo.

Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models. IJCNN 2025

Bingshuai Liu*, Chenyang Lyu*, Zijun Min, Zhanyu Wang, Jinsong Su, and Longyue Wang.

Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration.

Lyu, Chenyang, Minghao Wu, Longyue Wang, Xinting Huang, Bingshuai Liu, Zefeng Du, Shuming Shi, and Zhaopeng Tu.

Internships

• 2022.08-2023.07: Tencent AI Lab, Shenzhen. Mentors: Dr. Longyue Wang and Dr. Zhaopeng Tu.
• 2024-07-: Li Auto, Beijing. Mentor: Hao Xu.