Simiao Zuo

According to our database, Simiao Zuo authored at least 28 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Task Oriented In-Domain Data Augmentation.

Xiao Liang, Xinyu Hu, Simiao Zuo, Yeyun Gong, Qiang Lou, Yi Liu, Shao-Lun Huang, Jian Jiao

CoRR, 2024

Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning.

Yanda Chen, Chandan Singh, Xiaodong Liu, Simiao Zuo, Bin Yu, He He, Jianfeng Gao

CoRR, 2024

Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing.

Xinyu Hu, Pengfei Tang, Simiao Zuo, Zihan Wang, Bowen Song, Qiang Lou, Jian Jiao, Denis Charles

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Task Oriented In-Domain Data Augmentation.

Xiao Liang, Xinyu Hu, Simiao Zuo, Yeyun Gong, Qiang Lou, Yi Liu, Shao-Lun Huang, Jian Jiao

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms.

Alexander Bukharin, Yan Li, Yue Yu, Qingru Zhang, Zhehui Chen, Simiao Zuo, Chao Zhang, Songan Zhang, Tuo Zhao

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Less is More: Task-aware Layer-wise Distillation for Language Model Compression.

Chen Liang, Simiao Zuo, Qingru Zhang, Pengcheng He, Weizhu Chen, Tuo Zhao

Proceedings of the International Conference on Machine Learning, 2023

SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process.

Zichong Li, Yanbo Xu, Simiao Zuo, Haoming Jiang, Chao Zhang, Tuo Zhao, Hongyuan Zha

Proceedings of the International Conference on Machine Learning, 2023

Machine Learning Force Fields with Data Cost Aware Training.

Alexander Bukharin, Tianyi Liu, Shengjie Wang, Simiao Zuo, Weihao Gao, Wen Yan, Tuo Zhao

Proceedings of the International Conference on Machine Learning, 2023

DeepTagger: Knowledge Enhanced Named Entity Recognition for Web-Based Ads Queries.

Simiao Zuo, Pengfei Tang, Xinyu Hu, Qiang Lou, Jian Jiao, Denis Charles

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Context-Aware Query Rewriting for Improving Users' Search Experience on E-commerce Websites.

Simiao Zuo, Qingyu Yin, Haoming Jiang, Shaohui Xi, Bing Yin, Chao Zhang, Tuo Zhao

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

Efficient Long Sequence Modeling via State Space Augmented Transformer.

Simiao Zuo, Xiaodong Liu, Jian Jiao, Denis Charles, Eren Manavoglu, Tuo Zhao, Jianfeng Gao

CoRR, 2022

DiP-GNN: Discriminative Pre-Training of Graph Neural Networks.

Simiao Zuo, Haoming Jiang, Qingyu Yin, Xianfeng Tang, Bing Yin, Tuo Zhao

CoRR, 2022

Differentially Private Estimation of Hawkes Process.

Simiao Zuo, Tianyi Liu, Tuo Zhao, Hongyuan Zha

CoRR, 2022

MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation.

Simiao Zuo, Qingru Zhang, Chen Liang, Pengcheng He, Tuo Zhao, Weizhu Chen

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Self-Training with Differentiable Teacher.

Simiao Zuo, Yue Yu, Chen Liang, Haoming Jiang, Siawpeng Er, Chao Zhang, Tuo Zhao, Hongyuan Zha

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Adversarially Regularized Policy Learning Guided by Trajectory Optimization.

Zhigen Zhao, Simiao Zuo, Tuo Zhao, Ye Zhao

Proceedings of the Learning for Dynamics and Control Conference, 2022

PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance.

Qingru Zhang, Simiao Zuo, Chen Liang, Alexander Bukharin, Pengcheng He, Weizhu Chen, Tuo Zhao

Proceedings of the International Conference on Machine Learning, 2022

Taming Sparsely Activated Transformer with Stochastic Experts.

Simiao Zuo, Xiaodong Liu, Jian Jiao, Young Jin Kim, Hany Hassan, Ruofei Zhang, Jianfeng Gao, Tuo Zhao

Proceedings of the Tenth International Conference on Learning Representations, 2022

No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models.

Chen Liang, Haoming Jiang, Simiao Zuo, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Adversarial Training as Stackelberg Game: An Unrolled Optimization Approach.

Simiao Zuo, Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Jianfeng Gao, Weizhu Chen, Tuo Zhao

CoRR, 2021

Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach.

Yue Yu, Simiao Zuo, Haoming Jiang, Wendi Ren, Tuo Zhao, Chao Zhang

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

A Hypergradient Approach to Robust Regression without Correspondence.

Yujia Xie, Yixiu Mao, Simiao Zuo, Hongteng Xu, Xiaojing Ye, Tuo Zhao, Hongyuan Zha

Proceedings of the 9th International Conference on Learning Representations, 2021

Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach.

Simiao Zuo, Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Jianfeng Gao, Weizhu Chen, Tuo Zhao

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

ARCH: Efficient Adversarial Regularized Training with Caching.

Simiao Zuo, Chen Liang, Haoming Jiang, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization.

Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Weizhu Chen

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Transformer Hawkes Process.

Simiao Zuo, Haoming Jiang, Zichong Li, Tuo Zhao, Hongyuan Zha

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Tensor maps for synchronizing heterogeneous shape collections.

Qixing Huang, Zhenxiao Liang, Haoyun Wang, Simiao Zuo, Chandrajit Bajaj

ACM Trans. Graph., 2019

2018

Image Score: How to Select Useful Samples.

Simiao Zuo, Jialin Wu

CoRR, 2018