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Simiao Zuo

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

19

Venues

7

Active years

2020–2025

Best venue rank

A*

Where they publish

Papers

19 indexed papers, newest first.

YearVenueTitleAuthors
2025COLINGTowards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning.Yanda Chen, Chandan Singh, Xiaodong Liu, Simiao Zuo, Bin Yu, He He, Jianfeng Gao
2024EMNLPTask Oriented In-Domain Data Augmentation.Xiao Liang, Xinyu Hu, Simiao Zuo, Yeyun Gong, Qiang Lou, Yi Liu, Shao-Lun Huang, Jian Jiao
2024ICLREvoke: 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
2023ACLContext-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
2023CIKMDeepTagger: Knowledge Enhanced Named Entity Recognition for Web-Based Ads Queries.Simiao Zuo, Pengfei Tang, Xinyu Hu, Qiang Lou, Jian Jiao, Denis Charles
2023ICMLMachine Learning Force Fields with Data Cost Aware Training.Alexander Bukharin, Tianyi Liu, Shengjie Wang, Simiao Zuo, Weihao Gao, Wen Yan, Tuo Zhao
2023ICMLLess is More: Task-aware Layer-wise Distillation for Language Model Compression.Chen Liang, Simiao Zuo, Qingru Zhang, Pengcheng He, Weizhu Chen, Tuo Zhao
2023ICMLSMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process.Zichong Li, Yanbo Xu, Simiao Zuo, Haoming Jiang, Chao Zhang, Tuo Zhao, Hongyuan Zha
2022ICLRNo 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
2022ICLRTaming Sparsely Activated Transformer with Stochastic Experts.Simiao Zuo, Xiaodong Liu, Jian Jiao, Young Jin Kim, Hany Hassan, Ruofei Zhang, Jianfeng Gao, Tuo Zhao
2022ICMLPLATON: 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
2022NAACLSelf-Training with Differentiable Teacher.Simiao Zuo, Yue Yu, Chen Liang, Haoming Jiang, Siawpeng Er, Chao Zhang, Tuo Zhao, Hongyuan Zha
2022NAACLMoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation.Simiao Zuo, Qingru Zhang, Chen Liang, Pengcheng He, Tuo Zhao, Weizhu Chen
2021ACLSuper 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
2021EMNLPARCH: Efficient Adversarial Regularized Training with Caching.Simiao Zuo, Chen Liang, Haoming Jiang, Pengcheng He, Xiaodong Liu, Jianfeng Gao, Weizhu Chen, Tuo Zhao
2021EMNLPAdversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach.Simiao Zuo, Chen Liang, Haoming Jiang, Xiaodong Liu, Pengcheng He, Jianfeng Gao, Weizhu Chen, Tuo Zhao
2021ICLRA Hypergradient Approach to Robust Regression without Correspondence.Yujia Xie, Yixiu Mao, Simiao Zuo, Hongteng Xu, Xiaojing Ye, Tuo Zhao, Hongyuan Zha
2021NAACLFine-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
2020ICMLTransformer Hawkes Process.Simiao Zuo, Haoming Jiang, Zichong Li, Tuo Zhao, Hongyuan Zha