Generalizable Geometric Image Caption Synthesis
Yue Xin*, 'Wenyuan Wang*, Rui Pan, Ruida Wang, BingXu Meng, Renjie Pi, Shizhe Diao, Tong Zhang. "Generalizable Geometric Image Caption Synthesis." ICLR 2025(Under Review).'
CV
Education
- B.S. in Electronic Information Engineering, Wuhan University, 2024
- GPA: 3.60/4.0 (87.2)
- Third Class Scholarship of School of Electronic Information, 2021
Work Experience
- Aug 2023 - Jan 2024: Visual Alignment in Industrial Settings
- Intern, Siemens, Shanghai, China
- Simulated AGV to detect cargo in Gazebo based on ROS2
- Designed visual algorithm that calculated pose and position of cargo by determining its frontal area
Skills
- Programming: Proficient in Python, C++, C
- Development Tools & Platforms: Experienced with ROS, Linux, and embedded systems
- Research Areas:
- Multimodal Learning
- Computer Vision
- Reinforcement Learning
- Trustworthy AI
- Large Language Models
Publications
Probabilistic Residual User Clustering
Wenyuan Wang, Yusong Zhao, Zihao Xu, Hengyi Wang, Shreya Venugopal, Desmond Lobo, Chengzhi Mao, Qi Xu, Zhigang Hua, Yan Xie, Bo Long, Shuang Yang, Hao Wang. "Probabilistic Residual User Clustering." IJCAI2025 Workshop / Submitted to TMLR.
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models
Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang. "Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models." NAACL 2025 Main.
Continual Learning of Large Language Models: A Comprehensive Survey
Haizhou Shi, Zihao Xu, Hengyi Wang, Weiyi Qin, Wenyuan Wang, Yibin Wang, Zifeng Wang, Sayna Ebrahimi, Hao Wang. "Continual Learning of Large Language Models: A Comprehensive Survey." ACM Computing Surveys.
Multi-tailed vision transformer for efficient inference
Yunke Wang, Bo Du, Wenyuan Wang, Chang Xu. "Multi-tailed vision transformer for efficient inference." Neural Networks, 2024, 174: 106235.