Simiao Zuo

48 papers A* 11A 1B 1Journal 26Unranked 8
YearRankTypeTitle / Venue / Authors
2025 B conf
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning.
COLING
Yanda Chen, Chandan Singh, Xiaodong Liu, Simiao Zuo, Bin Yu, He He, Jianfeng Gao
2024 A* conf
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing.
ICLR
Xinyu Hu, Pengfei Tang, Simiao Zuo, Zihan Wang, Bowen Song, Qiang Lou, Jian Jiao, Denis Charles
2024 A* conf
Task Oriented In-Domain Data Augmentation.
EMNLP
Xiao Liang, Xinyu Hu, Simiao Zuo, Yeyun Gong, Qiang Lou, Yi Liu, Shao-Lun Huang, Jian Jiao
2024 J jnl
Task Oriented In-Domain Data Augmentation.
CoRR
Xiao Liang, Xinyu Hu, Simiao Zuo, Yeyun Gong, Qiang Lou, Yi Liu, Shao-Lun Huang, Jian Jiao
2024 J jnl
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning.
CoRR
Yanda Chen, Chandan Singh, Xiaodong Liu, Simiao Zuo, Bin Yu, He He, Jianfeng Gao
2023 — conf
Context-Aware Query Rewriting for Improving Users' Search Experience on E-commerce Websites.
ACL (industry)
Simiao Zuo, Qingyu Yin, Haoming Jiang, Shaohui Xi, Bing Yin, Chao Zhang, Tuo Zhao
2023 A conf
DeepTagger: Knowledge Enhanced Named Entity Recognition for Web-Based Ads Queries.
CIKM
Simiao Zuo, Pengfei Tang, Xinyu Hu, Qiang Lou, Jian Jiao, Denis Charles
2023 J jnl
DeepTagger: Knowledge Enhanced Named Entity Recognition for Web-Based Ads Queries.
CoRR
Simiao Zuo, Pengfei Tang, Xinyu Hu, Qiang Lou, Jian Jiao, Denis Charles
2023 J jnl
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing.
CoRR
Xinyu Hu, Pengfei Tang, Simiao Zuo, Zihan Wang, Bowen Song, Qiang Lou, Jian Jiao, Denis Charles
2023 A* conf
Less is More: Task-aware Layer-wise Distillation for Language Model Compression.
ICML
Chen Liang, Simiao Zuo, Qingru Zhang, Pengcheng He, Weizhu Chen, Tuo Zhao
2023 A* conf
Machine Learning Force Fields with Data Cost Aware Training.
ICML
Alexander Bukharin, Tianyi Liu, Shengjie Wang, Simiao Zuo, Weihao Gao, Wen Yan, Tuo Zhao
2023 J jnl
Machine Learning Force Fields with Data Cost Aware Training.
CoRR
Alexander Bukharin, Tianyi Liu, Shengjie Wang, Simiao Zuo, Weihao Gao, Wen Yan, Tuo Zhao
2023 — —
On Training, Inference, and Sample Efficiencies of Language Models.
Simiao Zuo
2023 A* conf
Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms.
NeurIPS
Alexander Bukharin, Yan Li, Yue Yu, Qingru Zhang, Zhehui Chen, Simiao Zuo, Chao Zhang, Songan Zhang, Tuo Zhao
2023 J jnl
Robust Multi-Agent Reinforcement Learning via Adversarial Regularization: Theoretical Foundation and Stable Algorithms.
CoRR
Alexander Bukharin, Yan Li, Yue Yu, Qingru Zhang, Zhehui Chen, Simiao Zuo, Chao Zhang, Songan Zhang, Tuo Zhao
2023 A* conf
SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process.
ICML
Zichong Li, Yanbo Xu, Simiao Zuo, Haoming Jiang, Chao Zhang, Tuo Zhao, Hongyuan Zha
2023 J jnl
SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process.
CoRR
Zichong Li, Yanbo Xu, Simiao Zuo, Haoming Jiang, Chao Zhang, Tuo Zhao, Hongyuan Zha
2022 — conf
Adversarially Regularized Policy Learning Guided by Trajectory Optimization.
L4DC
Zhigen Zhao, Simiao Zuo, Tuo Zhao, Ye Zhao
2022 J jnl
Context-Aware Query Rewriting for Improving Users' Search Experience on E-commerce Websites.
CoRR
Simiao Zuo, Qingyu Yin, Haoming Jiang, Shaohui Xi, Bing Yin, Chao Zhang, Tuo Zhao
2022 J jnl
DiP-GNN: Discriminative Pre-Training of Graph Neural Networks.
CoRR
Simiao Zuo, Haoming Jiang, Qingyu Yin, Xianfeng Tang, Bing Yin, Tuo Zhao
2022 J jnl
Differentially Private Estimation of Hawkes Process.
CoRR
Simiao Zuo, Tianyi Liu, Tuo Zhao, Hongyuan Zha
2022 J jnl
Efficient Long Sequence Modeling via State Space Augmented Transformer.
CoRR
Simiao Zuo, Xiaodong Liu, Jian Jiao, Denis Charles, Eren Manavoglu, Tuo Zhao, Jianfeng Gao
2022 J jnl
Less is More: Task-aware Layer-wise Distillation for Language Model Compression.
CoRR
Chen Liang, Simiao Zuo, Qingru Zhang, Pengcheng He, Weizhu Chen, Tuo Zhao
2022 — conf
MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation.
NAACL-HLT
Simiao Zuo, Qingru Zhang, Chen Liang, Pengcheng He, Tuo Zhao, Weizhu Chen
2022 J jnl
MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation.
CoRR
Simiao Zuo, Qingru Zhang, Chen Liang, Pengcheng He, Tuo Zhao, Weizhu Chen
2022 A* conf
No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models.
ICLR
Chen Liang, Haoming Jiang, Simiao Zuo, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao
2022 J jnl
No Parameters Left Behind: Sensitivity Guided Adaptive Learning Rate for Training Large Transformer Models.
CoRR
Chen Liang, Haoming Jiang, Simiao Zuo, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao
2022 A* conf
PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance.
ICML
Qingru Zhang, Simiao Zuo, Chen Liang, Alexander Bukharin, Pengcheng He, Weizhu Chen, Tuo Zhao
2022 J jnl
PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance.
CoRR
Qingru Zhang, Simiao Zuo, Chen Liang, Alexander Bukharin, Pengcheng He, Weizhu Chen, Tuo Zhao
2022 — conf
Self-Training with Differentiable Teacher.
NAACL-HLT (Findings)
Simiao Zuo, Yue Yu, Chen Liang, Haoming Jiang, Siawpeng Er, Chao Zhang, Tuo Zhao, Hongyuan Zha
2022 A* conf
Taming Sparsely Activated Transformer with Stochastic Experts.
ICLR
Simiao Zuo, Xiaodong Liu, Jian Jiao, Young Jin Kim, Hany Hassan, Ruofei Zhang, Jianfeng Gao, Tuo Zhao
2021 A* conf
A Hypergradient Approach to Robust Regression without Correspondence.
ICLR
Yujia Xie, Yixiu Mao, Simiao Zuo, Hongteng Xu, Xiaojing Ye, Tuo Zhao, Hongyuan Zha
2021 — conf
ARCH: Efficient Adversarial Regularized Training with Caching.
EMNLP (Findings)
Simiao Zuo, Chen Liang, Haoming Jiang, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao
2021 J jnl
ARCH: Efficient Adversarial Regularized Training with Caching.
CoRR
Simiao Zuo, Chen Liang, Haoming Jiang, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao
2021 — conf
Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach.
EMNLP (1)
Simiao Zuo, Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Jianfeng Gao, Weizhu Chen, Tuo Zhao
2021 J jnl
Adversarial Training as Stackelberg Game: An Unrolled Optimization Approach.
CoRR
Simiao Zuo, Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Jianfeng Gao, Weizhu Chen, Tuo Zhao
2021 J jnl
Adversarially Regularized Policy Learning Guided by Trajectory Optimization.
CoRR
Zhigen Zhao, Simiao Zuo, Tuo Zhao, Ye Zhao
2021 — conf
Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach.
NAACL-HLT
Yue Yu, Simiao Zuo, Haoming Jiang, Wendi Ren, Tuo Zhao, Chao Zhang
2021 J jnl
Self-Training with Differentiable Teacher.
CoRR
Simiao Zuo, Yue Yu, Chen Liang, Haoming Jiang, Siawpeng Er, Chao Zhang, Tuo Zhao, Hongyuan Zha
2021 — conf
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization.
ACL/IJCNLP (1)
Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Weizhu Chen
2021 J jnl
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization.
CoRR
Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Weizhu Chen
2021 J jnl
Taming Sparsely Activated Transformer with Stochastic Experts.
CoRR
Simiao Zuo, Xiaodong Liu, Jian Jiao, Young Jin Kim, Hany Hassan, Ruofei Zhang, Tuo Zhao, Jianfeng Gao
2020 J jnl
A Hypergradient Approach to Robust Regression without Correspondence.
CoRR
Yujia Xie, Yixiu Mao, Simiao Zuo, Hongteng Xu, Xiaojing Ye, Tuo Zhao, Hongyuan Zha
2020 J jnl
Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach.
CoRR
Yue Yu, Simiao Zuo, Haoming Jiang, Wendi Ren, Tuo Zhao, Chao Zhang
2020 A* conf
Transformer Hawkes Process.
ICML
Simiao Zuo, Haoming Jiang, Zichong Li, Tuo Zhao, Hongyuan Zha
2020 J jnl
Transformer Hawkes Process.
CoRR
Simiao Zuo, Haoming Jiang, Zichong Li, Tuo Zhao, Hongyuan Zha
2019 J jnl
Tensor maps for synchronizing heterogeneous shape collections.
ACM Trans. Graph.
Qixing Huang, Zhenxiao Liang, Haoyun Wang, Simiao Zuo, Chandrajit Bajaj
2018 J jnl
Image Score: How to Select Useful Samples.
CoRR
Simiao Zuo, Jialin Wu