Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment. - Jinghan Ru; Jun Tian; Zhekai Du; Chengwei Xiao; Jingjing Li 001; Heng Tao Shen (CoRR, 2023)

Imbalanced Open Set Domain Adaptation via Moving-Threshold Estimation and Gradual Alignment. - Jinghan Ru; Jun Tian; Chengwei Xiao; Jingjing Li 001; Heng Tao Shen (IEEE Trans. Multim., 2024)

ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors. - Yuguo Yin; Yuxin Xie 004; Wenyuan Yang; Dongchao Yang; Jinghan Ru; Xianwei Zhuang; Liming Liang; Yuexian Zou (ACL (1), 2025)

VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model. - Xianwei Zhuang; Yuxin Xie 004; Yufan Deng; Liming Liang; Jinghan Ru; Yuguo Yin; Yuexian Zou (CoRR, 2025)

Do we really have to filter out random noise in pre-training data for language models? - Jinghan Ru; Yuxin Xie 004; Xianwei Zhuang; Yuguo Yin; Yuexian Zou (CoRR, 2025)

VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning. - Xianwei Zhuang; Yuxin Xie 004; Yufan Deng; Dongchao Yang; Liming Liang; Jinghan Ru; Yuguo Yin; Yuexian Zou (CoRR, 2025)

Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation. - Lexiang Tang; Xianwei Zhuang; Bang Yang; Zhiyuan Hu; Hongxiang Li; Lu Ma; Jinghan Ru; Yuexian Zou (CoRR, 2025)