An Effective Graph Learning based Approach for Temporal Link Prediction: The First Place of WSDM Cup 2022. - Qian Zhao 021; Shuo Yang; Binbin Hu; Zhiqiang Zhang 012; Yakun Wang 001; Yusong Chen; Jun Zhou 011; Chuan Shi 001 (CoRR, 2022)

Long-Tail Augmented Graph Contrastive Learning for Recommendation. - Qian Zhao 021; Zhengwei Wu; Zhiqiang Zhang 012; Jun Zhou 011 (ECML/PKDD (4), 2023)

MDGNN: Multi-Relational Dynamic Graph Neural Network for Comprehensive and Dynamic Stock Investment Prediction. - Hao Qian 003; Hongting Zhou; Qian Zhao 021; Hao Chen 102; Hongxiang Yao; Jingwei Wang; Ziqi Liu; Fei Yu; Zhiqiang Zhang 012; Jun Zhou 011 (AAAI, 2024)

Breaking the Barrier: Utilizing Large Language Models for Industrial Recommendation Systems through an Inferential Knowledge Graph. - Qian Zhao 021; Hao Qian 003; Ziqi Liu; Gong-Duo Zhang; Lihong Gu (CIKM, 2024)

Bagging-Expert Network for Multi-Task Learning: A Depolarization Solution in Multi-Gate Mixture-of-Experts. - Gong-Duo Zhang; Ruiqing Chen; Qian Zhao 021; Zhengwei Wu; Fengyu Han; Huan-Yi Su; Ziqi Liu; Lihong Gu; Lin Zhou (AAAI, 2025)

WSM: Decay-Free Learning Rate Schedule via Checkpoint Merging for LLM Pre-training. - Changxin Tian; Jiapeng Wang; Qian Zhao 021; Kunlong Chen; Jia Liu; Ziqi Liu; Jiaxin Mao; Wayne Xin Zhao; Zhiqiang Zhang 012; Jun Zhou 011 (CoRR, 2025)

Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning. - Ling Team; Bin Han; Caizhi Tang; Chen Liang; Donghao Zhang; Fan Yuan; Feng Zhu 011; Jie Gao; Jingyu Hu; Longfei Li; Meng Li 068; Mingyang Zhang; et al. (CoRR, 2025)

CCL-D: A High-Precision Diagnostic System for Slow and Hang Anomalies in Large-Scale Model Training. - Yida Gu; Fakang Wang; Jianhao Fu; Zhenhang Sun; Qianyu Zhang 001; Hairui Zhao 002; Xingchen Liu; Yang Tian; Wenjing Huang 002; Zedong Liu; Yifan Chen; Jinwu Yang; et al. (PPoPP, 2026)

PowLU: An Activation Function for Stable Pre-Training of LLMs. - Peijie Jiang; Yuqi Feng; Cunyin Peng; Qian Zhao 021; Jia Liu; Kunlong Chen; Zhiqiang Zhang 012; Jun Zhou 011 (CoRR, 2026)