What Goes beyond Multi-modal Fusion in One-stage Referring Expression Comprehension: An Empirical Study. - Gen Luo; Yiyi Zhou; Jiamu Sun; Shubin Huang; Xiaoshuai Sun; Qixiang Ye; Yongjian Wu 001; Rongrong Ji (CoRR, 2022)

Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models. - Qiong Wu 012; Wei Yu 004; Yiyi Zhou; Shubin Huang; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2023)

Adapting Pre-trained Language Models to Vision-Language Tasks via Dynamic Visual Prompting. - Shubin Huang; Qiong Wu 012; Yiyi Zhou; Weijie Chen; Rongsheng Zhang; Xiaoshuai Sun; Rongrong Ji (CoRR, 2023)

Approximated Prompt Tuning for Vision-Language Pre-trained Models. - Qiong Wu 012; Shubin Huang; Yiyi Zhou; Pingyang Dai; Annan Shu; Guannan Jiang; Rongrong Ji (CoRR, 2023)

Adapting Pre-trained Language Models to Vision-Language Tasksvia Dynamic Visual Prompting. - Shubin Huang; Qiong Wu 012; Yiyi Zhou (IJCNN, 2024)

A knowledge-enhanced network for joint multimodal entity-relation extraction. - Shubin Huang; Yi Cai; Li Yuan; Jiexin Wang (Inf. Process. Manag., 2025)

Grouped top-down reasoning with hierarchical window transformer for visual grounding. - Liuwu Li; Zhuoming Zheng; Yuqi Bu; Cantao Wu; Shubin Huang; Qingbao Huang; Yi Cai 001 (Inf. Process. Manag., 2025)