Wang, Taifeng

13 publications

NeurIPS 2025 Exploring Polyglot Harmony: On Multilingual Data Allocation for Large Language Models Pretraining Ping Guo, Yubing Ren, Binbinliu, Fengze Liu, Haobin Lin, Yifan Zhang, Bingni Zhang, Taifeng Wang, Yin Zheng

NeurIPS 2025 MoORE: SVD-Based Model MoE-Ization for Conflict- and Oblivion-Resistant Multi-Task Adaptation Shen Yuan, Yin Zheng, Taifeng Wang, Binbinliu, Hongteng Xu

NeurIPS 2025 MuRating: A High Quality Data Selecting Approach to Multilingual Large Language Model Pretraining Zhixun Chen, Ping Guo, Wenhan Han, Yifan Zhang, Binbinliu, Haobin Lin, Fengze Liu, Yan Zhao, Bingni Zhang, Taifeng Wang, Yin Zheng, Trevor Cohn, Meng Fang

ICLR 2025 Size-Generalizable RNA Structure Evaluation by Exploring Hierarchical Geometries Zongzhao Li, Jiacheng Cen, Wenbing Huang, Taifeng Wang, Le Song

ICLR 2024 LogicMP: A Neuro-Symbolic Approach for Encoding First-Order Logic Constraints Weidi Xu, Jingwei Wang, Lele Xie, Jianshan He, Hongting Zhou, Taifeng Wang, Xiaopei Wan, Jingdong Chen, Chao Qu, Wei Chu

NeurIPS 2023 xTrimoGene: An Efficient and Scalable Representation Learner for Single-Cell RNA-Seq Data Jing Gong, Minsheng Hao, Xingyi Cheng, Xin Zeng, Chiming Liu, Jianzhu Ma, Xuegong Zhang, Taifeng Wang, Le Song

ICML 2017 Asynchronous Stochastic Gradient Descent with Delay Compensation Shuxin Zheng, Qi Meng, Taifeng Wang, Wei Chen, Nenghai Yu, Zhi-Ming Ma, Tie-Yan Liu

AAAI 2017 Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction Qi Meng, Wei Chen, Jingcheng Yu, Taifeng Wang, Zhiming Ma, Tie-Yan Liu

AAAI 2017 Generalization Error Bounds for Optimization Algorithms via Stability Qi Meng, Yue Wang, Wei Chen, Taifeng Wang, Zhiming Ma, Tie-Yan Liu

NeurIPS 2017 LightGBM: A Highly Efficient Gradient Boosting Decision Tree Guolin Ke, Qi Meng, Thomas Finley, Taifeng Wang, Wei Chen, Weidong Ma, Qiwei Ye, Tie-Yan Liu

NeurIPS 2016 A Communication-Efficient Parallel Algorithm for Decision Tree Qi Meng, Guolin Ke, Taifeng Wang, Wei Chen, Qiwei Ye, Zhi-Ming Ma, Tie-Yan Liu

IJCAI 2016 Asynchronous Accelerated Stochastic Gradient Descent Qi Meng, Wei Chen, Jingcheng Yu, Taifeng Wang, Zhiming Ma, Tie-Yan Liu

AAAI 2014 Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks Yuyu Zhang, Hanjun Dai, Chang Xu, Jun Feng, Taifeng Wang, Jiang Bian, Bin Wang, Tie-Yan Liu