Publications

Most recent publications on Google Scholar.

G-llava: Solving geometric problem with multi-modal large language model
Jiahui Gao, Renjie Pi, Jipeng Zhang, Jiacheng Ye, Wanjun Zhong, Yufei Wang, Lanqing Hong, Jianhua Han, Hang Xu, Zhenguo Li, Lingpeng Kong.
ICLR 2024
[bib]
Image Textualization: An Automatic Framework for Creating Accurate and Detailed Image Descriptions
Renjie Pi, Jianshu Zhang, Jipeng Zhang, Rui Pan, Zhekai Chen, Tong Zhang.
NeurIPS 2024
[bib]
Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization
Renjie Pi, Tianyang Han, Wei Xiong, Jipeng Zhang, Runtao Liu, Rui Pan, Tong Zhang.
ECCV 2024
[bib]
VL-GenRM: Enhancing Vision-Language Verification via Vision Experts and Iterative Training
Jipeng Zhang, Kehao Miao, Renjie Pi, Runtao Liu, Zhaowei Wang, Rui Pan, Tong Zhang.
on submission
[bib]
X2-VLM: All-In-One Pre-trained Model For Vision-Language Tasks
Yan Zeng, Xinsong Zhang, Hang Li, Jiawei Wang, Jipeng Zhang, Wangchunshu Zhou.
TPAMI 2023
[bib]
Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks
Xinsong Zhang, Yan Zeng, Jipeng Zhang, Hang Li.
EMNLP 2023
[bib]
UniMath: A Foundational and Multimodal Mathematical Reasoner
Zhenwen Liang, Tianyu Yang, Jipeng Zhang, Xiangliang Zhang.
EMNLP 2023
[bib]
Mitigating the Alignment Tax of RLHF
Yong Lin, Hangyu Lin, Wei Xiong, Shizhe Diao, Jianmeng Liu, Jipeng Zhang, Rui Pan, Haoxiang Wang, Wenbin Hu, Hanning Zhang, Hanze Dong, Renjie Pi, Han Zhao, Nan Jiang, Heng Ji, Yuan Yao, Tong Zhang.
EMNLP 2024
[bib]
TAGCOS: Task-Agnostic Gradient Clustered Coreset Selection
Jipeng Zhang*, Yaxuan Qin*, Renjie Pi*, Weizhong Zhang, Rui Pan, Tong Zhang.
NAACL 2025
[bib]
Bridge-Coder: Unlocking LLMs' Potential to Overcome Language Gaps in Low-Resource Code
Jipeng Zhang*, Jianshu Zhang*, Yuanzhe Li*, Renjie Pi, Rui Pan, Runtao Liu, Ziqiang Zheng, Tong Zhang.
ACL 2025
[bib]
TheoremLlama: Transforming General-Purpose LLMs into Lean4 Experts
Ruida Wang*, Jipeng Zhang*, Yizhen Jia*, Rui Pan, Shizhe Diao, Renjie Pi, Tong Zhang.
EMNLP 2024
[bib]
Graph-to-Tree Learning for Solving Math Word Problems
Jipeng Zhang*, Lei Wang*, Roy Ka-Wei Lee, Yi Bin, Yan Wang, Jie Shao, Ee-Peng Lim.
ACL 2020
[bib]
MWP-BERT: Numeracy-Augmented Pre-Training for Math Word Problem Solving
Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei QIN, Yunshi Lan, Jie Shao, Xiangliang Zhang.
NAACL 2022
[bib]