HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation. - Anchun Gui; Han Xiao (ACL (1), 2023)

GamMa: Efficient Fine-Tuning of Pre-Trained Language Models Using Gradient Activation Mapping Masking. - Anchun Gui; Jinqiang Ye; Han Xiao (IJCNN, 2023)

G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for Graph Transformer Networks. - Anchun Gui; Jinqiang Ye; Han Xiao (AAAI, 2024)

Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models. - Anchun Gui; Jian Li; Yong Dai 001; Nan Du; Han Xiao (CoRR, 2024)

Multi-level multilingual semantic alignment for zero-shot cross-lingual transfer learning. - Anchun Gui; Han Xiao (Neural Networks, 2024)

LongCat-Flash-Thinking Technical Report. - Meituan LongCat Team; Anchun Gui; Bei Li; Bingyang Tao; Bole Zhou; Borun Chen; Chao Zhang; Chengcheng Han 006; Chenhui Yang; Chi Zhang; Chong Peng; Chuyu Zhang; et al. (CoRR, 2025)