PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation. - Wei Zeng 006; Xiaozhe Ren; Teng Su; Hui Wang 030; Yi Liao; Zhiwei Wang; Xin Jiang 002; ZhenZhang Yang; Kaisheng Wang; Xiaoda Zhang; Chen Li 023; Ziyan Gong; et al. (CoRR, 2021)

CLLE: A Benchmark for Continual Language Learning Evaluation in Multilingual Machine Translation. - Han Zhang 025; Sheng Zhang 022; Yang Xiang; Bin Liang 004; Jinsong Su; Zhongjian Miao; Hui Wang 030; Ruifeng Xu 001 (EMNLP (Findings), 2022)

Prompt-Based Prototypical Framework for Continual Relation Extraction. - Han Zhang 025; Bin Liang 004; Min Yang 007; Hui Wang 030; Ruifeng Xu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network. - Chenlin Zhou; Liutao Yu; Zhaokun Zhou; Han Zhang 025; Zhengyu Ma; Huihui Zhou; Yonghong Tian 001 (CoRR, 2023)

Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation. - Chenlin Zhou; Han Zhang 025; Zhaokun Zhou; Liutao Yu; Zhengyu Ma; Huihui Zhou; Xiaopeng Fan; Yonghong Tian 001 (CoRR, 2023)

COPF: Continual Learning Human Preference through Optimal Policy Fitting. - Han Zhang 025; Lin Gui 003; Yuanzhao Zhai; Hui Wang 030; Yu Lei; Ruifeng Xu 001 (CoRR, 2023)

CPPO: Continual Learning for Reinforcement Learning with Human Feedback. - Han Zhang 025; Yu Lei; Lin Gui 003; Min Yang 007; Yulan He 001; Hui Wang 030; Ruifeng Xu 001 (ICLR, 2024)

QKFormer: Hierarchical Spiking Transformer using Q-K Attention. - Chenlin Zhou; Han Zhang 025; Zhaokun Zhou; Liutao Yu; Liwei Huang; Xiaopeng Fan; Li Yuan 007; Zhengyu Ma; Huihui Zhou; Yonghong Tian 001 (NeurIPS, 2024)

Uncertainty-Penalized Reinforcement Learning from Human Feedback with Diverse Reward LoRA Ensembles. - Yuanzhao Zhai; Han Zhang 025; Yu Lei; Yue Yu 001; Kele Xu; Dawei Feng; Bo Ding; Huaimin Wang (CoRR, 2024)

Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and Methods. - Chenlin Zhou; Han Zhang 025; Liutao Yu; Yumin Ye; Zhaokun Zhou; Liwei Huang; Zhengyu Ma; Xiaopeng Fan; Huihui Zhou; Yonghong Tian 001 (CoRR, 2024)

SVFormer: A Direct Training Spiking Transformer for Efficient Video Action Recognition. - Liutao Yu; Liwei Huang; Chenlin Zhou; Han Zhang 025; Zhengyu Ma; Huihui Zhou; Yonghong Tian 001 (CoRR, 2024)

BeyondGender: A Multifaceted Bilingual Dataset for Practical Sexism Detection. - Xuan Luo; Li Yang; Han Zhang 025; Geng Tu; Qianlong Wang 001; Keyang Ding; Chuang Fan; Jing Li 049; Ruifeng Xu 001 (AAAI, 2025)

Correcting Large Language Model Behavior via Influence Function. - Han Zhang 025; Zhuo Zhang 007; Yi Zhang; Yuanzhao Zhai; Hanyang Peng; Yu Lei; Yue Yu 001; Hui Wang 030; Bin Liang 004; Lin Gui 003; Ruifeng Xu 001 (AAAI, 2025)

COPR: Continual Human Preference Learning via Optimal Policy Regularization. - Han Zhang 025; Lin Gui 003; Yu Lei; Yuanzhao Zhai; Yehong Zhang; Zhuo Zhang 007; Yulan He 001; Hui Wang 030; Yue Yu 001; Kam-Fai Wong; Bin Liang 004; Ruifeng Xu 001 (ACL (Findings), 2025)