Search queries based sales forecasting on Taobao. - Shuaipeng Li; Geng Peng; Jiyuan Wang (ICIS, 2014)

3DCNN-DQN-RNN: A Deep Reinforcement Learning Framework for Semantic Parsing of Large-Scale 3D Point Clouds. - Fangyu Liu 001; Shuaipeng Li; Liqiang Zhang 001; Chenghu Zhou; Rongtian Ye; Yuebin Wang; Jiwen Lu (ICCV, 2017)

HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs. - Fangyu Liu 001; Rongtian Ye; Xun Wang; Shuaipeng Li (AAAI, 2020)

Efficient and Accurate Simulation of Origin-Destination Flow in Telecommunication Systems. - Mingsheng Ma; Shuaipeng Li; Yuanlin Chang; Sheng Zhang; Chenhong Li; Xu Gong; Huiying Xu; Feng Gao; Xiaoyu Cao; Chao-Bo Yan (CASE, 2022)

MUG5: Modeling of Universal Chiplet Interconnect Express (UCIe) Standard Based on gem5. - Xiaoyan Li; Zizheng Dong; Shuaipeng Li; Sai Gao; Jianfei Jiang 001; Guanghui He; Zhigang Mao (ASICON, 2023)

A 0.8-ps RMS Precision Period Jitter Measurement Circuit with Offset Reduction. - Lin Xie; Zizheng Dong; Jialei Sun; Sai Gao; Shuaipeng Li; Naifeng Jing; Qin Wang 009; Jianfei Jiang 001 (ISCAS, 2024)

Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling. - Shuaipeng Li; Penghao Zhao; Hailin Zhang 004; Xingwu Sun; Hao Wu; Dian Jiao; Weiyan Wang; Chengjun Liu; Zheng Fang; Jinbao Xue; Yangyu Tao; Bin Cui 001; et al. (NeurIPS, 2024)

Efficiently Training 7B LLM with 1 Million Sequence Length on 8 GPUs. - Pinxue Zhao; Hailin Zhang 004; Fangcheng Fu; Xiaonan Nie; Qibin Liu; Fang Yang; Yuanbo Peng; Dian Jiao; Shuaipeng Li; Jinbao Xue; Yangyu Tao; Bin Cui 001 (CoRR, 2024)

HMoE: Heterogeneous Mixture of Experts for Language Modeling. - An Wang; Xingwu Sun; Ruobing Xie; Shuaipeng Li; Jiaqi Zhu 004; Zhen Yang; Pinxue Zhao; J. N. Han; Zhanhui Kang; Di Wang; Naoaki Okazaki; Cheng-Zhong Xu 001 (CoRR, 2024)

Hunyuan-Large: An Open-Source MoE Model with 52 Billion Activated Parameters by Tencent. - Xingwu Sun; Yanfeng Chen; Yiqing Huang; Ruobing Xie; Jiaqi Zhu 004; Kai Zhang 033; Shuaipeng Li; Zhen Yang; Jonny Han; Xiaobo Shu; Jiahao Bu; Zhongzhi Chen; et al. (CoRR, 2024)

More Expressive Attention with Negative Weights. - Ang Lv; Ruobing Xie; Shuaipeng Li; Jiayi Liao; Xingwu Sun; Zhanhui Kang; Di Wang; Rui Yan 001 (CoRR, 2024)

Scaling Laws for Floating Point Quantization Training. - Xingwu Sun; Shuaipeng Li; Ruobing Xie; Weidong Han 006; Kan Wu; Zhen Yang; Yixing Li; An Wang; Shuai Li; Jinbao Xue; Yu Cheng; Yangyu Tao; et al. (CoRR, 2025)

BeamVQ: Beam Search with Vector Quantization to Mitigate Data Scarcity in Physical Spatiotemporal Forecasting. - Weiyan Wang; Xingjian Shi; Ruiqi Shu; Yuan Gao; Rui Ray Chen; Kun Wang 042; Fan Xu 009; Jinbao Xue; Shuaipeng Li; Yangyu Tao; Di Wang; Hao Wu 094; et al. (CoRR, 2025)

MEMO: Fine-grained Tensor Management For Ultra-long Context LLM Training. - Pinxue Zhao; Hailin Zhang 004; Fangcheng Fu; Xiaonan Nie; Qibin Liu; Fang Yang; Yuanbo Peng; Dian Jiao; Shuaipeng Li; Jinbao Xue; Yangyu Tao; Bin Cui 001 (Proc. ACM Manag. Data, 2025)

TransMamba: Flexibly Switching between Transformer and Mamba. - Yixing Li; Ruobing Xie; Zhen Yang; Xingwu Sun; Shuaipeng Li; Weidong Han 006; Zhanhui Kang; Yu Cheng; Cheng-Zhong Xu 001; Di Wang; Jie Jiang (CoRR, 2025)

Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought. - Ao Liu; Botong Zhou; Can Xu; Chayse Zhou; Chenchen Zhang; Chengcheng Xu; Chenhao Wang; Decheng Wu; Dengpeng Wu; Dian Jiao; Dong Du; Dong Wang; et al. (CoRR, 2025)

A Hierarchical 3-D Physical Design Method for Ultralarge-Scale Logic-on-Memory CGRA Chip. - Zizheng Dong; Shuaipeng Li; Weijia Zhu; Ang Li; Qin Wang 009; Naifeng Jing; Weiguang Sheng; Jianfei Jiang 001; Zhigang Mao (IEEE Trans. Very Large Scale Integr. Syst., 2025)

An Energy-Efficient CPU-FPGA Heterogeneous Acceleration System for Third-Generation Genomic Sequencing Based on Minimap2. - Jialei Sun; Lingyi Liu; Kunyue Li; Shuaipeng Li; Sai Gao; Zizheng Dong; Jianfei Jiang 001; Fangzhen Wu (IEEE Trans. Circuits Syst. II Express Briefs, 2025)