Empirical Regularization for Synthetic Sentence Pairs in Unsupervised Neural Machine Translation. - Xi Ai; Bin Fang 001 (AAAI, 2021)

Almost Free Semantic Draft for Neural Machine Translation. - Xi Ai; Bin Fang 001 (NAACL-HLT, 2021)

Network-Based Driving Force of National Economic Development: A Social Capital Perspective. - Lizhi Xing; Xi Ai; Jiaqi Ren; Dawei Wang (Entropy, 2021)

Leveraging Relaxed Equilibrium by Lazy Transition for Sequence Modeling. - Xi Ai; Bin Fang 001 (ACL (1), 2022)

Vocabulary-informed Language Encoding. - Xi Ai; Bin Fang 001 (COLING, 2022)

On-the-fly Cross-lingual Masking for Multilingual Pre-training. - Xi Ai; Bin Fang 001 (ACL (1), 2023)

Multilingual Pre-training with Self-supervision from Global Co-occurrence Information. - Xi Ai; Bin Fang 001 (ACL (Findings), 2023)

A Global-Local Contrastive Learning Framework for Video Captioning. - Qunyue Huang; Bin Fang 001; Xi Ai (ICIP, 2023)

Cross-Modal Language Modeling in Multi-Motion-Informed Context for Lip Reading. - Xi Ai; Bin Fang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Zero-shot Cross-lingual Alignment for Embedding Initialization. - Xi Ai; Zhiyong Huang (ACL (Findings), 2024)

Perceiving Multi-Layer Representations for No-reference Image Quality Assessment. - Qunyue Huang; Bin Fang 001; Xi Ai; Tianyu Nie (ICASSP, 2024)

Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent? - Xi Ai; Mahardika Krisna Ihsani; Min-Yen Kan (CoRR, 2025)