Premise-based Multimodal Reasoning: A Human-like Cognitive Process. - Qingxiu Dong; Ziwei Qin; Heming Xia; Tian Feng; Shoujie Tong; Haoran Meng; Lin Xu; Tianyu Liu 001; Zuifang Sui; Weidong Zhan; Sujian Li; Zhongyu Wei (CoRR, 2021)

Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues. - Qingxiu Dong; Ziwei Qin; Heming Xia; Tian Feng; Shoujie Tong; Haoran Meng; Lin Xu; Zhongyu Wei; Weidong Zhan; Baobao Chang; Sujian Li; Tianyu Liu 001; et al. (ACL (1), 2022)

Robust Fine-tuning via Perturbation and Interpolation from In-batch Instances. - Shoujie Tong; Qingxiu Dong; Damai Dai; Yifan Song 002; Tianyu Liu 001; Baobao Chang; Zhifang Sui (IJCAI, 2022)

Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization. - Shoujie Tong; Heming Xia; Damai Dai; Runxin Xu; Tianyu Liu; Binghuai Lin; Yunbo Cao; Zhifang Sui (EMNLP (Findings), 2023)

Bi-Drop: Generalizable Fine-tuning for Pre-trained Language Models via Adaptive Subnetwork Optimization. - Shoujie Tong; Heming Xia; Damai Dai; Tianyu Liu 001; Binghuai Lin; Yunbo Cao; Zhifang Sui (CoRR, 2023)