A Novel Inductive Semi-supervised SVM with Graph-Based Self-training. - Shengjun Cheng; Qingcheng Huang; Jiafeng Liu; Xianglong Tang (IScIDE, 2012)

Improving semi-supervised self-training with embedded manifold transduction. - Ye Tao; Duzhou Zhang; Shengjun Cheng; Xianglong Tang (Trans. Inst. Meas. Control, 2018)

Curriculum Consistency Learning for Conditional Sentence Generation. - Liangxin Liu; Xuebo Liu 002; Lian Lian; Shengjun Cheng; Jun Rao; Tengfei Yu; Hexuan Deng; Min Zhang 005 (EMNLP, 2024)

CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions. - Jun Rao; Xuebo Liu 002; Lian Lian; Shengjun Cheng; Yunjie Liao; Min Zhang 005 (EMNLP, 2024)

APT: Improving Specialist LLM Performance with Weakness Case Acquisition and Iterative Preference Training. - Jun Rao; Zepeng Lin; Xuebo Liu 002; Xiaopeng Ke; Lian Lian; Dong Jin; Shengjun Cheng; Jun Yu; Min Zhang 005 (ACL (Findings), 2025)

Pangu Ultra: Pushing the Limits of Dense Large Language Models on Ascend NPUs. - Yichun Yin; Wenyong Huang; Kaikai Song; Yehui Tang; Xueyu Wu; Wei Guo 006; Peng Guo; Yaoyuan Wang; Xiaojun Meng; Yasheng Wang; Dong Li 016; Can Chen; et al. (CoRR, 2025)

Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs. - Yehui Tang; Yichun Yin; Yaoyuan Wang; Hang Zhou; Yu Pan; Wei Guo 006; Zhiguo Zhang; Miao Rang; Fangcheng Liu; Naifu Zhang; Binghan Li; Yonghan Dong; et al. (CoRR, 2025)