Wanggui He

According to our database, Wanggui He authored at least 24 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

CoAR: Concept Injection into Autoregressive Models for Personalized Text-to-Image Generation.

Fangtai Wu, Mushui Liu, Weijie He, Wanggui He, Hao Jiang, Zhao Wang, Yunlong Yu

CoRR, August, 2025

Fast-Slow Thinking for Large Vision-Language Model Reasoning.

Wenyi Xiao, Leilei Gan, Weilong Dai, Wanggui He, Ziwei Huang, Haoyuan Li, Fangxun Shu, Zhelun Yu, Peng Zhang, Hao Jiang, Fei Wu

CoRR, April, 2025

Boosting MLLM Reasoning with Text-Debiased Hint-GRPO.

Qihan Huang, Long Chan, Jinlong Liu, Wanggui He, Hao Jiang, Mingli Song, Jingyuan Chen, Chang Yao, Jie Song

CoRR, March, 2025

CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation.

Guanghao Zhang, Tao Zhong, Yan Xia, Zhelun Yu, Haoyuan Li, Wanggui He, Fangxun Shu, Mushui Liu, Dong She, Yi Wang, Hao Jiang

CoRR, March, 2025

MINT: Multi-modal Chain of Thought in Unified Generative Models for Enhanced Image Generation.

Yi Wang, Mushui Liu, Wanggui He, Longxiang Zhang, Ziwei Huang, Guanghao Zhang, Fangxun Shu, Tao Zhong, Dong She, Zhelun Yu, Haoyuan Li, Weilong Dai, Mingli Song, Jie Song, Hao Jiang

CoRR, March, 2025

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation.

Tianwei Lin, Wenqiao Zhang, Sijing Li, Yuqian Yuan, Binhe Yu, Haoyuan Li, Wanggui He, Hao Jiang, Mengze Li, Xiaohui Song, Siliang Tang, Jun Xiao, Hui Lin, Yueting Zhuang, Beng Chin Ooi

CoRR, February, 2025

MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance.

Xierui Wang, Siming Fu, Qihan Huang, Wanggui He, Hao Jiang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation.

Fangxun Shu, Yue Liao, Lei Zhang, Le Zhuo, Chenning Xu, Guanghao Zhang, Haonan Shi, Long Chan, Tao Zhong, Zhelun Yu, Wanggui He, Siming Fu, Haoyuan Li, Si Liu, Hongsheng Li, Hao Jiang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Streaming Video Question-Answering with In-context Video KV-Cache Retrieval.

Shangzhe Di, Zhelun Yu, Guanghao Zhang, Haoyuan Li, Tao Zhong, Hao Cheng, Bolin Li, Wanggui He, Fangxun Shu, Hao Jiang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

TFCustom: Customized Image Generation with Time-Aware Frequency Feature Guidance.

Mushui Liu, Dong She, Jingxuan Pang, Qihan Huang, Jiacheng Ying, Wanggui He, Yuanlei Hou, Siming Fu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation.

Qihan Huang, Long Chan, Jinlong Liu, Wanggui He, Hao Jiang, Mingli Song, Jie Song

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition.

Tianwei Lin, Jiang Liu, Wenqiao Zhang, Yang Dai, Haoyuan Li, Zhelun Yu, Wanggui He, Juncheng Li, Jiannan Guo, Hao Jiang, Siliang Tang, Yueting Zhuang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts.

Ziwei Huang, Wanggui He, Quanyu Long, Yandi Wang, Haoyuan Li, Zhelun Yu, Fangxun Shu, Weilong Dai, Hao Jiang, Fei Wu, Leilei Gan

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback.

Wenyi Xiao, Ziwei Huang, Leilei Gan, Wanggui He, Haoyuan Li, Zhelun Yu, Fangxun Shu, Hao Jiang, Linchao Zhu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis.

Wanggui He, Siming Fu, Mushui Liu, Xierui Wang, Wenyi Xiao, Fangxun Shu, Yi Wang, Lei Zhang, Zhelun Yu, Haoyuan Li, Ziwei Huang, Leilei Gan, Hao Jiang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts.

Ziwei Huang, Wanggui He, Quanyu Long, Yandi Wang, Haoyuan Li, Zhelun Yu, Fangxun Shu, Long Chan, Hao Jiang, Leilei Gan, Fei Wu

CoRR, 2024

A Comprehensive Survey of Datasets, Theories, Variants, and Applications in Direct Preference Optimization.

Wenyi Xiao, Zechuan Wang, Leilei Gan, Shuai Zhao, Wanggui He, Luu Anh Tuan, Long Chen, Hao Jiang, Zhou Zhao, Fei Wu

CoRR, 2024

LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation.

Fangxun Shu, Yue Liao, Le Zhuo, Chenning Xu, Guanghao Zhang, Haonan Shi, Long Chen, Tao Zhong, Wanggui He, Siming Fu, Haoyuan Li, Bolin Li, Zhelun Yu, Si Liu, Hongsheng Li, Hao Jiang

CoRR, 2024

TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition.

Tianwei Lin, Jiang Liu, Wenqiao Zhang, Zhaocheng Li, Yang Dai, Haoyuan Li, Zhelun Yu, Wanggui He, Juncheng Li, Hao Jiang, Siliang Tang, Yueting Zhuang

CoRR, 2024

MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance.

X. Wang, Siming Fu, Qihan Huang, Wanggui He, Hao Jiang

CoRR, 2024

Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback.

Wenyi Xiao, Ziwei Huang, Leilei Gan, Wanggui He, Haoyuan Li, Zhelun Yu, Hao Jiang, Fei Wu, Linchao Zhu

CoRR, 2024

HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models.

Wenqiao Zhang, Tianwei Lin, Jiang Liu, Fangxun Shu, Haoyuan Li, Lei Zhang, Wanggui He, Hao Zhou, Zheqi Lv, Hao Jiang, Juncheng Li, Siliang Tang, Yueting Zhuang

CoRR, 2024

2023

TrainerAgent: Customizable and Efficient Model Training through LLM-Powered Multi-Agent System.

Haoyuan Li, Hao Jiang, Tianke Zhang, Zhelun Yu, Aoxiong Yin, Hao Cheng, Siming Fu, Yuhao Zhang, Wanggui He

CoRR, 2023

2021

Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training.

Chenyi Lei, Shixian Luo, Yong Liu, Wanggui He, Jiamang Wang, Guoxin Wang, Haihong Tang, Chunyan Miao, Houqiang Li

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021