Region Semantically Aligned Network for Zero-Shot Learning. - Ziyang Wang; Yunhao Gou; Jingjing Li 001; Yu Zhang 006; Yang Yang 002 (CIKM, 2021)

Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification. - Kai Yi; Xiaoqian Shen; Yunhao Gou; Mohamed Elhoseiny (ECCV (20), 2022)

Adversarial VAE with Normalizing Flows for Multi-Dimensional Classification. - Wenbo Zhang 010; Yunhao Gou; Yuepeng Jiang; Yu Zhang 006 (PRCV (1), 2022)

Leveraging per Image-Token Consistency for Vision-Language Pre-training. - Yunhao Gou; Tom Ko; Hansi Yang; James T. Kwok; Yu Zhang 006; Mingxuan Wang (CVPR, 2023)

Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning. - Yunhao Gou; Zhili Liu; Kai Chen 023; Lanqing Hong; Hang Xu 004; Aoxue Li; Dit-Yan Yeung; James T. Kwok; Yu Zhang 006 (CoRR, 2023)

Language-Augmented Pixel Embedding for Generalized Zero-Shot Learning. - Ziyang Wang; Yunhao Gou; Jingjing Li 001; Lei Zhu 002; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Eyes Closed, Safety on: Protecting Multimodal LLMs via Image-to-Text Transformation. - Yunhao Gou; Kai Chen 023; Zhili Liu; Lanqing Hong; Hang Xu 004; Zhenguo Li; Dit-Yan Yeung; James T. Kwok; Yu Zhang 006 (ECCV (17), 2024)

Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment. - Zhili Liu; Yunhao Gou; Kai Chen 023; Lanqing Hong; Jiahui Gao; Fei Mi; Yu Zhang 006; Zhenguo Li; Xin Jiang 002; Qun Liu 001; James T. Kwok (CoRR, 2024)

EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions. - Kai Chen; Yunhao Gou; Runhui Huang; Zhili Liu; Daxin Tan; Jing Xu; Chunwei Wang; Yi Zhu; Yihan Zeng; Kuo Yang; Dingdong Wang; Kun Xiang; et al. (CoRR, 2024)

Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment. - Zhili Liu; Yunhao Gou; Kai Chen 023; Lanqing Hong; Jiahui Gao; Fei Mi; Yu Zhang 006; Zhenguo Li; Xin Jiang 002; Qun Liu 001; James T. Kwok (ACL (1), 2025)

EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions. - Kai Chen; Yunhao Gou; Runhui Huang; Zhili Liu; Daxin Tan; Jing Xu; Chunwei Wang; Yi Zhu; Yihan Zeng; Kuo Yang; Dingdong Wang; Kun Xiang; et al. (CVPR, 2025)

Corrupted but Not Broken: Rethinking the Impact of Corrupted Data in Visual Instruction Tuning. - Yunhao Gou; Hansi Yang; Zhili Liu; Kai Chen 023; Yihan Zeng; Lanqing Hong; Zhenguo Li; Qun Liu 001; James T. Kwok; Yu Zhang 006 (CoRR, 2025)

Perceptual Decoupling for Scalable Multi-modal Reasoning via Reward-Optimized Captioning. - Yunhao Gou; Kai Chen; Zhili Liu; Lanqing Hong; Xin Jin 005; Zhenguo Li; James T. Kwok; Yu Zhang (CoRR, 2025)