ICD-LM: Configuring Vision-Language In-Context Demonstrations by Language Modeling. - Yingzhe Peng; Xu Yang 021; Haoxuan Ma; Shuo Xu; Chi Zhang 067; Yucheng Han; Hanwang Zhang (CoRR, 2023)

LIVE: Learnable In-Context Vector for Visual Question Answering. - Yingzhe Peng; Chenduo Hao; Xinting Hu; Jiawei Peng; Xin Geng 001; Xu Yang 021 (NeurIPS, 2024)

Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models. - Xu Yang 021; Yingzhe Peng; Haoxuan Ma; Shuo Xu; Chi Zhang 067; Yucheng Han; Hanwang Zhang (NeurIPS, 2024)

Learnable In-Context Vector for Visual Question Answering. - Yingzhe Peng; Chenduo Hao; Xu Yang 021; Jiawei Peng; Xinting Hu; Xin Geng 001 (CoRR, 2024)

ICCV23 Visual-Dialog Emotion Explanation Challenge: SEU_309 Team Technical Report. - Yixiao Yuan; Yingzhe Peng (CoRR, 2024)

First Place Solution to the Multiple-choice Video QA Track of The Second Perception Test Challenge. - Yingzhe Peng; Yixiao Yuan; Zitian Ao; Huapeng Zhou; Kangqi Wang; Qipeng Zhu; Xu Yang 021 (CoRR, 2024)

Mimic In-Context Learning for Multimodal Tasks. - Yuchu Jiang; Jiale Fu; Chenduo Hao; Xinting Hu; Yingzhe Peng; Xin Geng 001; Xu Yang 004 (CVPR, 2025)

Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks. - Yingzhe Peng; Xiaoting Qin; Zhiyang Zhang; Jue Zhang; Qingwei Lin; Xu Yang 021; Dongmei Zhang 001; Saravan Rajmohan; Qi Zhang 066 (IUI, 2025)

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL. - Yingzhe Peng; Gongrui Zhang; Miaosen Zhang; Zhiyuan You; Jie Liu; Qipeng Zhu; Kai Yang; Xingzhong Xu; Xin Geng 001; Xu Yang 021 (CoRR, 2025)

Mimic In-Context Learning for Multimodal Tasks. - Yuchu Jiang; Jiale Fu; Chenduo Hao; Xinting Hu; Yingzhe Peng; Xin Geng 001; Xu Yang 021 (CoRR, 2025)

L-CLIPScore: a Lightweight Embedding-based Captioning Metric for Evaluating and Training. - Li Li; Yingzhe Peng; Xu Yang 021; Ruoxi Cheng; Haiyang Xu 001; Ming Yan 008; Fei Huang 002 (CoRR, 2025)

DeQA-Doc: Adapting DeQA-Score to Document Image Quality Assessment. - Junjie Gao; Runze Liu; Yingzhe Peng; Shujian Yang; Jin Zhang; Kai Yang; Zhiyuan You (CoRR, 2025)

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification. - Yongliang Wu; Yizhou Zhou; Zhou Ziheng; Yingzhe Peng; Xinyu Ye; Xinting Hu; Wenbo Zhu; Lu Qi; Ming-Hsuan Yang 001; Xu Yang 004 (CoRR, 2025)