Xu, Hongxia

6 publications

ICLR 2026 CoLA: Co-Calibrated Logit Adjustment for Long-Tailed Semi-Supervised Learning Qian Shao, Qiyuan Chen, Jiahe Chen, Zepeng Li, Qianqian Tang, Hongxia Xu, Jian Wu

ICLR 2026 MoL: Adaptive Mixture-of-Length Reasoning for Efficient Question Answering with Context Guocong Li, Jinjian Zhang, Ping Wang, Dongnan Liu, Tian Liang, Qiuyi Qi, Hao Huang, Siyan Guo, Mutian Bao, Wei Zhou, Linjian Mo, Hongxia Xu, Jian Wu

ICCV 2025 OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM Jinhong Wang, Shuo Tong, Jian Liu, Dongqi Tang, Weiqiang Wang, Wentong Li, Hongxia Xu, Danny Z. Chen, Jintai Chen, Jian Wu

NeurIPS 2024 Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection Qian Shao, Jiangrui Kang, Qiyuan Chen, Zepeng Li, Hongxia Xu, Yiwen Cao, Jiajuan Liang, Jian Wu

ICMLW 2024 LIFTED: Multimodal Mixture-of-Experts for Clinical Trial Outcome Prediction Wenhao Zheng, Dongshen Peng, Hongxia Xu, Yun Li, Hongtu Zhu, Tianfan Fu, Huaxiu Yao

ICLR 2024 Making Pre-Trained Language Models Great on Tabular Prediction Jiahuan Yan, Bo Zheng, Hongxia Xu, Yiheng Zhu, Danny Chen, Jimeng Sun, Jian Wu, Jintai Chen